diff --git a/.planfile/sprints/current.yaml b/.planfile/sprints/current.yaml
index ddc0668..4b338b3 100644
--- a/.planfile/sprints/current.yaml
+++ b/.planfile/sprints/current.yaml
@@ -360,6 +360,13 @@ sprint:
       - code2llm
       - code-smell
       - data-clump
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-088
       name: 'Address code smell: Data Clump: body, repo_path, title'
@@ -477,6 +484,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-089
       name: 'Address code smell: God Function: _calculate_complexity'
@@ -592,6 +606,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-090
       name: 'Address code smell: God Function: _calculate_impact'
@@ -707,6 +728,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-091
       name: 'Address code smell: God Function: _load_config'
@@ -822,6 +850,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-092
       name: 'Address code smell: God Function: analyze_python_imports'
@@ -937,6 +972,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-093
       name: 'Address code smell: God Function: apply_tags'
@@ -1052,6 +1094,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-094
       name: 'Address code smell: God Function: build_report_header'
@@ -1173,6 +1222,13 @@ sprint:
       - code2llm
       - code-smell
       - data-clump
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-109
       name: 'Address code smell: Data Clump: title, repo_path, body'
@@ -1296,6 +1352,13 @@ sprint:
       - code2llm
       - code-smell
       - data-clump
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-118
       name: 'Address code smell: Data Clump: repo_path, title, body'
@@ -1413,6 +1476,13 @@ sprint:
       - code2llm
       - refactor
       - complexity
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-119
       name: 'Reduce cyclomatic complexity: src.tagi.utils.inspect_helpers.resolve_filtered_changes
@@ -1528,6 +1598,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-120
       name: 'Address code smell: God Function: calculate_risk_score'
@@ -1643,6 +1720,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-126
       name: 'Address code smell: God Function: group_by_branch'
@@ -1758,6 +1842,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-127
       name: 'Address code smell: God Function: hooks_command'
@@ -1873,6 +1964,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-128
       name: 'Address code smell: God Function: inspect_command'
@@ -1988,6 +2086,13 @@ sprint:
       - code2llm
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-129
       name: 'Address code smell: God Function: preview_changes'
@@ -2095,6 +2200,13 @@ sprint:
       - refactor
       - scan
       - complexity
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-131
       name: 'Reduce cyclomatic complexity: resolve_filtered_changes (CC=17, limit=15)'
@@ -2184,6 +2296,13 @@ sprint:
       - code2llm
       - refactor
       - scan
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-132
       name: 'code2llm refactor: split 1 high-CC methods'
@@ -2285,6 +2404,13 @@ sprint:
       - 'priority: normal'
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-138
       name: 'Address code smell: God Function: build_statistics_section'
@@ -2406,6 +2532,13 @@ sprint:
       - 'priority: normal'
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-139
       name: 'Address code smell: God Function: build_tag_distribution_section'
@@ -2524,6 +2657,13 @@ sprint:
       - 'priority: normal'
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-140
       name: 'Address code smell: God Function: display_statistics_table'
@@ -2577,126 +2717,6 @@ sprint:
           key: semcod/tagi#145
           url: https://github.com/semcod/tagi/issues/145
       updated_at: '2026-09-18T20:31:21.515076+00:00'
-    PLF-141:
-      assignee: null
-      backend: github
-      blocked_by: []
-      blocks: []
-      created_at: '2026-09-18T20:46:53.090400+00:00'
-      description: '<!-- planfile:deduplication-key=PLF-141 -->
-
-        code2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/diff.py:20`.
-
-
-        Mutation of variable ''result'' spans 24 functions. Changing this logic requires
-        work in many places.
-
-
-        Make the smallest refactor that removes the smell and run local tests.'
-      execution:
-        attempt: 0
-        max_attempts: 1
-        queue: default
-        state: ready
-      executor:
-        kind: human
-        mode: interactive
-      external_id: '147'
-      files:
-      - src/tagi/scanner/diff.py
-      history:
-      - action: created
-        message: 'code2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/diff.py:20`.
-
-
-          Mutation of variable ''result'' spans 24 functions. Changing this logic
-          requires work in many places.
-
-
-          Make the smallest refactor that removes the smell and run local tests.'
-        source: koru task
-        timestamp: '2026-09-18T20:46:53.090400+00:00'
-      id: PLF-141
-      inputs:
-        api_headers: {}
-        api_method: GET
-        api_timeout_seconds: 30.0
-        env_keys: []
-        prompt: 'code2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/diff.py:20`.
-
-
-          Mutation of variable ''result'' spans 24 functions. Changing this logic
-          requires work in many places.
-
-
-          Make the smallest refactor that removes the smell and run local tests.'
-      integration:
-      - github
-      labels:
-      - planfile
-      - managed
-      - koru
-      - nl-task
-      - llm-ready
-      - priority-high
-      - 'priority: high'
-      - code2llm
-      - code-smell
-      - shotgun-surgery
-      metadata:
-        deduplication_key: PLF-141
-      name: 'Address code smell: Shotgun Surgery: result'
-      outputs:
-        artifacts: []
-        notes: []
-      priority: high
-      source:
-        context:
-          dedupe_key: 'code2llm:smell:shotgun_surgery:src/tagi/scanner/diff.py:20:Shotgun
-            Surgery: result'
-          evidence:
-            artifact:
-              mtime_ns: 1789764409471628814
-              path: project/analysis.toon.yaml
-              sha256: 8272c84ad525516fbd4040cd83b4fb110a3f4e91aa510378427c65686d9f3018
-              size_bytes: 10424
-            files:
-            - mtime_ns: 1779802548044288725
-              path: src/tagi/scanner/diff.py
-              sha256: 5c96c6b90833c3d6205e40b53b402d2b1eca555c135ff8bbd9cd94f8931716f2
-              size_bytes: 708
-            kind: code2llm_discovery
-            planfile_tickets:
-              mtime_ns: 1789764409534879854
-              path: project/planfile-tickets.yaml
-              sha256: e229a798269d410a9ccbb63568a783f63de2465f87ad7c4d3acd2a5c0b1ec43a
-              size_bytes: 16701
-            regenerate_command: code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project
-              --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source
-              koru-project-discovery --planfile-sprint current --planfile-project
-              /home/tom/github/semcod/tagi --planfile-limit 20
-            schema: koru.ticket_evidence.v1
-            staleness_check: Regenerate artifacts and compare artifact.sha256 / files[].sha256
-              before assuming this ticket is still current.
-          input: 'code2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/diff.py:20`.
-
-
-            Mutation of variable ''result'' spans 24 functions. Changing this logic
-            requires work in many places.
-
-
-            Make the smallest refactor that removes the smell and run local tests.'
-          signal: code2llm_smell_shotgun_surgery
-        timestamp: '2026-09-18T20:46:53.090400+00:00'
-        tool: koru-project-discovery
-      sprint: current
-      status: open
-      sync:
-        github:
-          id: '147'
-          key: semcod/tagi#147
-          url: https://github.com/semcod/tagi/issues/147
-      updated_at: '2026-09-18T20:46:53.090400+00:00'
     PLF-142:
       assignee: null
       backend: github
@@ -2766,6 +2786,13 @@ sprint:
       - 'priority: normal'
       - code-smell
       - data-clump
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-142
       name: 'Address code smell: Data Clump: repo_path, body, title'
@@ -2884,6 +2911,13 @@ sprint:
       - 'priority: normal'
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-143
       name: 'Address code smell: God Function: group_changes'
@@ -3006,6 +3040,13 @@ sprint:
       - 'priority: normal'
       - code-smell
       - data-clump
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-145
       name: 'Address code smell: Data Clump: body, title, repo_path'
@@ -3061,253 +3102,13 @@ sprint:
           key: semcod/tagi#152
           url: https://github.com/semcod/tagi/issues/152
       updated_at: '2026-09-18T21:51:29.650993+00:00'
-    PLF-146:
+    PLF-149:
       assignee: null
       backend: github
       blocked_by: []
       blocks: []
-      created_at: '2026-09-19T06:26:13.380402+00:00'
-      description: '<!-- planfile:deduplication-key=PLF-146 -->
-
-        code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:46`.
-
-
-        Mutation of variable ''path_lower'' spans 8 functions. Changing this logic
-        requires work in many places.
-
-
-        Make the smallest refactor that removes the smell and run local tests.'
-      execution:
-        attempt: 0
-        max_attempts: 1
-        queue: default
-        state: ready
-      executor:
-        kind: human
-        mode: interactive
-      external_id: '153'
-      files:
-      - src/tagi/heuristics/metrics.py
-      history:
-      - action: created
-        message: 'code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:46`.
-
-
-          Mutation of variable ''path_lower'' spans 8 functions. Changing this logic
-          requires work in many places.
-
-
-          Make the smallest refactor that removes the smell and run local tests.'
-        source: koru task
-        timestamp: '2026-09-19T06:26:13.380402+00:00'
-      id: PLF-146
-      inputs:
-        api_headers: {}
-        api_method: GET
-        api_timeout_seconds: 30.0
-        env_keys: []
-        prompt: 'code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:46`.
-
-
-          Mutation of variable ''path_lower'' spans 8 functions. Changing this logic
-          requires work in many places.
-
-
-          Make the smallest refactor that removes the smell and run local tests.'
-      integration:
-      - github
-      labels:
-      - planfile
-      - managed
-      - koru
-      - nl-task
-      - llm-ready
-      - priority-high
-      - 'priority: high'
-      - code2llm
-      - code-smell
-      - shotgun-surgery
-      metadata:
-        deduplication_key: PLF-146
-      name: 'Address code smell: Shotgun Surgery: path_lower'
-      outputs:
-        artifacts: []
-        notes: []
-      priority: high
-      source:
-        context:
-          dedupe_key: 'code2llm:smell:shotgun_surgery:src/tagi/heuristics/metrics.py:46:Shotgun
-            Surgery: path_lower'
-          evidence:
-            artifact:
-              mtime_ns: 1789799169500661533
-              path: project/analysis.toon.yaml
-              sha256: e121c107d051daf013a3c36bbcbc8717b86b66089c73a3586f38da06dbdec891
-              size_bytes: 10356
-            files:
-            - mtime_ns: 1779811310790143885
-              path: src/tagi/heuristics/metrics.py
-              sha256: dcd2cc0255c4f2ee3eee8aaae72af3e54f0aa6a78598d290d61eb44299401b2d
-              size_bytes: 6521
-            kind: code2llm_discovery
-            planfile_tickets:
-              mtime_ns: 1789799169537365843
-              path: project/planfile-tickets.yaml
-              sha256: 1d4adc5d27067e26cec142ccc46490afbb9b85cb5d197c470f6353698b37aceb
-              size_bytes: 17914
-            regenerate_command: code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project
-              --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source
-              koru-project-discovery --planfile-sprint current --planfile-project
-              /home/tom/github/semcod/tagi --planfile-limit 20
-            schema: koru.ticket_evidence.v1
-            staleness_check: Regenerate artifacts and compare artifact.sha256 / files[].sha256
-              before assuming this ticket is still current.
-          input: 'code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:46`.
-
-
-            Mutation of variable ''path_lower'' spans 8 functions. Changing this logic
-            requires work in many places.
-
-
-            Make the smallest refactor that removes the smell and run local tests.'
-          signal: code2llm_smell_shotgun_surgery
-        timestamp: '2026-09-19T06:26:13.380402+00:00'
-        tool: koru-project-discovery
-      sprint: current
-      status: open
-      sync:
-        github:
-          id: '153'
-          key: semcod/tagi#153
-          url: https://github.com/semcod/tagi/issues/153
-      updated_at: '2026-09-19T06:26:13.380402+00:00'
-    PLF-147:
-      assignee: null
-      backend: github
-      blocked_by: []
-      blocks: []
-      created_at: '2026-09-19T06:31:54.694978+00:00'
-      description: '<!-- planfile:deduplication-key=PLF-147 -->
-
-        code2llm reports `Shotgun Surgery: tags` in `src/tagi/composer/formats.py:16`.
-
-
-        Mutation of variable ''tags'' spans 6 functions. Changing this logic requires
-        work in many places.
-
-
-        Make the smallest refactor that removes the smell and run local tests.'
-      execution:
-        attempt: 0
-        max_attempts: 1
-        queue: default
-        state: ready
-      executor:
-        kind: human
-        mode: interactive
-      external_id: '154'
-      files:
-      - src/tagi/composer/formats.py
-      history:
-      - action: created
-        message: 'code2llm reports `Shotgun Surgery: tags` in `src/tagi/composer/formats.py:16`.
-
-
-          Mutation of variable ''tags'' spans 6 functions. Changing this logic requires
-          work in many places.
-
-
-          Make the smallest refactor that removes the smell and run local tests.'
-        source: koru task
-        timestamp: '2026-09-19T06:31:54.694978+00:00'
-      id: PLF-147
-      inputs:
-        api_headers: {}
-        api_method: GET
-        api_timeout_seconds: 30.0
-        env_keys: []
-        prompt: 'code2llm reports `Shotgun Surgery: tags` in `src/tagi/composer/formats.py:16`.
-
-
-          Mutation of variable ''tags'' spans 6 functions. Changing this logic requires
-          work in many places.
-
-
-          Make the smallest refactor that removes the smell and run local tests.'
-      integration:
-      - github
-      labels:
-      - planfile
-      - managed
-      - koru
-      - nl-task
-      - llm-ready
-      - priority-high
-      - 'priority: high'
-      - code2llm
-      - code-smell
-      - shotgun-surgery
-      metadata:
-        deduplication_key: PLF-147
-      name: 'Address code smell: Shotgun Surgery: tags'
-      outputs:
-        artifacts: []
-        notes: []
-      priority: high
-      source:
-        context:
-          dedupe_key: 'code2llm:smell:shotgun_surgery:src/tagi/composer/formats.py:16:Shotgun
-            Surgery: tags'
-          evidence:
-            artifact:
-              mtime_ns: 1789799169500661533
-              path: project/analysis.toon.yaml
-              sha256: e121c107d051daf013a3c36bbcbc8717b86b66089c73a3586f38da06dbdec891
-              size_bytes: 10356
-            files:
-            - mtime_ns: 1789764358606193196
-              path: src/tagi/composer/formats.py
-              sha256: f83369fc3a57d03450699627061999b0e07c463e547289218fda64626fb0e6c0
-              size_bytes: 3495
-            kind: code2llm_discovery
-            planfile_tickets:
-              mtime_ns: 1789799169537365843
-              path: project/planfile-tickets.yaml
-              sha256: 1d4adc5d27067e26cec142ccc46490afbb9b85cb5d197c470f6353698b37aceb
-              size_bytes: 17914
-            regenerate_command: code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project
-              --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source
-              koru-project-discovery --planfile-sprint current --planfile-project
-              /home/tom/github/semcod/tagi --planfile-limit 20
-            schema: koru.ticket_evidence.v1
-            staleness_check: Regenerate artifacts and compare artifact.sha256 / files[].sha256
-              before assuming this ticket is still current.
-          input: 'code2llm reports `Shotgun Surgery: tags` in `src/tagi/composer/formats.py:16`.
-
-
-            Mutation of variable ''tags'' spans 6 functions. Changing this logic requires
-            work in many places.
-
-
-            Make the smallest refactor that removes the smell and run local tests.'
-          signal: code2llm_smell_shotgun_surgery
-        timestamp: '2026-09-19T06:31:54.694978+00:00'
-        tool: koru-project-discovery
-      sprint: current
-      status: open
-      sync:
-        github:
-          id: '154'
-          key: semcod/tagi#154
-          url: https://github.com/semcod/tagi/issues/154
-      updated_at: '2026-09-19T06:31:54.694978+00:00'
-    PLF-149:
-      assignee: null
-      backend: github
-      blocked_by: []
-      blocks: []
-      created_at: '2026-09-19T08:19:14.641869+00:00'
-      description: '<!-- planfile:deduplication-key=PLF-149 -->
+      created_at: '2026-09-19T08:19:14.641869+00:00'
+      description: '<!-- planfile:deduplication-key=PLF-149 -->
 
         code2llm reports `God Function: publish_command` in `src/tagi/cli/publishing_commands.py:23`.
 
@@ -3364,6 +3165,13 @@ sprint:
       - 'priority: normal'
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-149
       name: 'Address code smell: God Function: publish_command'
@@ -3486,6 +3294,13 @@ sprint:
       - 'priority: normal'
       - code-smell
       - data-clump
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-152
       name: 'Address code smell: Data Clump: title, body, repo_path'
@@ -3604,6 +3419,13 @@ sprint:
       - 'priority: normal'
       - code-smell
       - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
       metadata:
         deduplication_key: PLF-154
       name: 'Address code smell: God Function: scan_repo'
@@ -3723,6 +3545,13 @@ sprint:
       - code2llm
       - code-smell
       - shotgun-surgery
+      - 'priority: high'
+      - 'priority: high'
+      - 'priority: high'
+      - 'priority: high'
+      - 'priority: high'
+      - 'priority: high'
+      - 'priority: high'
       metadata:
         deduplication_key: PLF-156
       name: 'Address code smell: Shotgun Surgery: provider'
@@ -3777,224 +3606,33 @@ sprint:
           key: semcod/tagi#169
           url: https://github.com/semcod/tagi/issues/169
       updated_at: '2026-09-19T11:41:05.586678+00:00'
-    PLF-157:
-      assignee: null
-      backend: github
+    PLF-160:
+      acceptance_criteria: []
       blocked_by: []
       blocks: []
-      created_at: '2026-09-19T12:42:18.834682+00:00'
-      description: '<!-- planfile:deduplication-key=PLF-157 -->
-
-        `project/analysis.toon.yaml` flags `inspect_helpers` in LAYERS as a large/hot
-        module (121 lines, 0 classes, 6 methods, CC=17). Extract cohesive submodules
-        around stable responsibilities and add focused regression tests before broad
-        edits.
+      children: []
+      contract_version: planfile.ticket/v1
+      created_at: '2026-09-19T17:29:12.755466Z'
+      description: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.
 
 
-        ---
+        Function ''_tag_change'' is oversized: CC=2, fan-out=9, mutations=9.
 
 
-        **Strategy Metadata:**
+        Make the smallest refactor that removes the smell and run local tests.
 
-        - planfile_id: PLF-157
 
-        '
-      execution:
-        attempt: 0
-        max_attempts: 1
-        queue: default
-        state: ready
-      executor:
-        kind: human
-        mode: interactive
-      external_id: '172'
+        code2llm-dedupe: code2llm:smell:god_function:src/tagi/heuristics/tags.py:22:God
+        Function: _tag_change'
+      dsl: SODL/1 id=evt_497220cc3af4ef6b44f321c3 event_hash=a649a48467d378efbc3eebe005661ba3d1c88c8e725799f28033db9affdbbb57
+        timestamp=2026-09-19T17%3A29%3A12.755466%2B00%3A00 kind=task source=planfile.ticket
+        ticket_id=PLF-160 actor=koru-scan oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-160%2Fcommand%2Fcreate
+        mode=apply status=open correlation_id=PLF-160 causation_id=- input_hash=d5a7a2d67eb7957053bde0d4b9463b298a084ab459be7d414caed735bd81f544
+        receipt_ref=- replayable=true data=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
       files:
-      - src/tagi/utils/inspect_helpers.py
-      - project/analysis.toon.yaml
-      history:
-      - action: created
-        message: '`project/analysis.toon.yaml` flags `inspect_helpers` in LAYERS as
-          a large/hot module (121 lines, 0 classes, 6 methods, CC=17). Extract cohesive
-          submodules around stable responsibilities and add focused regression tests
-          before broad edits.'
-        source: koru task
-        timestamp: '2026-09-19T12:42:18.834682+00:00'
-      id: PLF-157
-      inputs:
-        api_headers: {}
-        api_method: GET
-        api_timeout_seconds: 30.0
-        env_keys: []
-        prompt: '`project/analysis.toon.yaml` flags `inspect_helpers` in LAYERS as
-          a large/hot module (121 lines, 0 classes, 6 methods, CC=17). Extract cohesive
-          submodules around stable responsibilities and add focused regression tests
-          before broad edits.'
-      integration:
-      - github
-      labels:
-      - planfile
-      - managed
-      - koru
-      - nl-task
-      - llm-ready
-      - priority-high
-      - code2llm
-      - architecture
-      - large-module
-      - refactor
-      - scan
-      metadata:
-        deduplication_key: PLF-157
-      name: 'Split large module: inspect_helpers'
-      outputs:
-        artifacts: []
-        notes: []
-      priority: high
-      source:
-        context:
-          dedupe_key: koru-scan:code2llm_layer_hotspot:src/tagi/utils/inspect_helpers.py:project/analysis.toon.yaml
-          evidence:
-            artifact:
-              mtime_ns: 1789820718961281621
-              path: project/analysis.toon.yaml
-              sha256: 28f5e52d781bb3dc5180c4411848287482185ddd7898976d85fe5df0d5cd3580
-              size_bytes: 10363
-            kind: code2llm_analysis
-            regenerate_command: code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project
-              --no-chunk --exclude '*.md' --planfile-apply --planfile-source koru-project-discovery
-              --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi
-              --planfile-limit 20
-            schema: koru.ticket_evidence.v1
-            staleness_check: Regenerate the artifact and compare artifact.sha256 before
-              assuming this ticket still reflects the current code.
-          input: '`project/analysis.toon.yaml` flags `inspect_helpers` in LAYERS as
-            a large/hot module (121 lines, 0 classes, 6 methods, CC=17). Extract cohesive
-            submodules around stable responsibilities and add focused regression tests
-            before broad edits.'
-          signal: code2llm_layer_hotspot
-        timestamp: '2026-09-19T12:42:18.834682+00:00'
-        tool: koru-scan
-      sprint: current
-      status: open
-      sync:
-        github:
-          id: '172'
-          key: semcod/tagi#172
-          url: https://github.com/semcod/tagi/issues/172
-      updated_at: '2026-09-19T12:42:18.834682+00:00'
-    PLF-158:
-      acceptance_criteria: []
-      blocked_by: []
-      blocks: []
-      children: []
-      contract_version: planfile.ticket/v1
-      created_at: '2026-09-19T17:29:11.164575Z'
-      description: 'code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:33`.
-
-
-        Mutation of variable ''path_lower'' spans 8 functions. Changing this logic
-        requires work in many places.
-
-
-        Make the smallest refactor that removes the smell and run local tests.
-
-
-        code2llm-dedupe: code2llm:smell:shotgun_surgery:src/tagi/heuristics/metrics.py:33:Shotgun
-        Surgery: path_lower'
-      dsl: SODL/1 id=evt_1a6aaf76c4ba5b63b56256bc event_hash=7d65339256becf3c499f5189e7c46b90588d4a52675bacd47945b39cbfdb3882
-        timestamp=2026-09-19T17%3A29%3A11.164575%2B00%3A00 kind=task source=planfile.ticket
-        ticket_id=PLF-158 actor=koru-scan oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-158%2Fcommand%2Fcreate
-        mode=apply status=open correlation_id=PLF-158 causation_id=- input_hash=9ac39162431fbacf71cb140d6f58f295cc0f944ad37b22cbe0a4b4d07a17d58c
-        receipt_ref=- replayable=true data=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
-      files:
-      - src/tagi/heuristics/metrics.py
-      history: []
-      id: PLF-158
-      labels:
-      - llm-ready
-      - code2llm
-      - code-smell
-      - shotgun-surgery
-      name: 'Address code smell: Shotgun Surgery: path_lower'
-      priority: high
-      source:
-        context: {}
-        timestamp: '2026-09-19T17:29:11.154936Z'
-        tool: koru-scan
-      sprint: current
-      status: open
-      sync: {}
-      updated_at: '2026-09-19T17:29:11.164579Z'
-    PLF-159:
-      acceptance_criteria: []
-      blocked_by: []
-      blocks: []
-      children: []
-      contract_version: planfile.ticket/v1
-      created_at: '2026-09-19T17:29:11.918031Z'
-      description: 'code2llm reports `Shotgun Surgery: tags` in `src/tagi/heuristics/tags.py:48`.
-
-
-        Mutation of variable ''tags'' spans 5 functions. Changing this logic requires
-        work in many places.
-
-
-        Make the smallest refactor that removes the smell and run local tests.
-
-
-        code2llm-dedupe: code2llm:smell:shotgun_surgery:src/tagi/heuristics/tags.py:48:Shotgun
-        Surgery: tags'
-      dsl: SODL/1 id=evt_83500b9a1eed7d17acb5d9fb event_hash=0742737296da2c07434ecfea4dcb1c8cb6ae655a488c87cdba0103bd8a11bb02
-        timestamp=2026-09-19T17%3A29%3A11.918031%2B00%3A00 kind=task source=planfile.ticket
-        ticket_id=PLF-159 actor=koru-scan oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-159%2Fcommand%2Fcreate
-        mode=apply status=open correlation_id=PLF-159 causation_id=- input_hash=55fc906af39db774bbbb80466d1102d53e7300ae63a8527729323d5cc7d9d5ec
-        receipt_ref=- replayable=true data=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
-      files:
-      - src/tagi/heuristics/tags.py
-      history: []
-      id: PLF-159
-      labels:
-      - llm-ready
-      - code2llm
-      - code-smell
-      - shotgun-surgery
-      name: 'Address code smell: Shotgun Surgery: tags'
-      priority: high
-      source:
-        context: {}
-        timestamp: '2026-09-19T17:29:11.840839Z'
-        tool: koru-scan
-      sprint: current
-      status: open
-      sync: {}
-      updated_at: '2026-09-19T17:29:11.918037Z'
-    PLF-160:
-      acceptance_criteria: []
-      blocked_by: []
-      blocks: []
-      children: []
-      contract_version: planfile.ticket/v1
-      created_at: '2026-09-19T17:29:12.755466Z'
-      description: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.
-
-
-        Function ''_tag_change'' is oversized: CC=2, fan-out=9, mutations=9.
-
-
-        Make the smallest refactor that removes the smell and run local tests.
-
-
-        code2llm-dedupe: code2llm:smell:god_function:src/tagi/heuristics/tags.py:22:God
-        Function: _tag_change'
-      dsl: SODL/1 id=evt_497220cc3af4ef6b44f321c3 event_hash=a649a48467d378efbc3eebe005661ba3d1c88c8e725799f28033db9affdbbb57
-        timestamp=2026-09-19T17%3A29%3A12.755466%2B00%3A00 kind=task source=planfile.ticket
-        ticket_id=PLF-160 actor=koru-scan oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-160%2Fcommand%2Fcreate
-        mode=apply status=open correlation_id=PLF-160 causation_id=- input_hash=d5a7a2d67eb7957053bde0d4b9463b298a084ab459be7d414caed735bd81f544
-        receipt_ref=- replayable=true data=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
-      files:
-      - src/tagi/heuristics/tags.py
-      history: []
-      id: PLF-160
+      - src/tagi/heuristics/tags.py
+      history: []
+      id: PLF-160
       labels:
       - llm-ready
       - code2llm
@@ -4388,3 +4026,619 @@ sprint:
       status: open
       sync: {}
       updated_at: '2026-09-19T17:29:19.641514Z'
+    PLF-171:
+      backend: github
+      blocked_by: []
+      blocks: []
+      created_at: '2026-09-19T17:43:09.548402+00:00'
+      description: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.
+
+
+        Function ''_tag_change'' is oversized: CC=2, fan-out=9, mutations=9.
+
+
+        Make the smallest refactor that removes the smell and run local tests.'
+      execution:
+        attempt: 0
+        max_attempts: 1
+        queue: default
+        state: ready
+      executor:
+        kind: human
+        mode: interactive
+      external_id: '187'
+      files:
+      - src/tagi/heuristics/tags.py
+      history:
+      - action: created
+        message: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.
+
+
+          Function ''_tag_change'' is oversized: CC=2, fan-out=9, mutations=9.
+
+
+          Make the smallest refactor that removes the smell and run local tests.'
+        source: koru task
+        timestamp: '2026-09-19T17:43:09.548402+00:00'
+      id: PLF-171
+      inputs:
+        api_headers: {}
+        api_method: GET
+        api_timeout_seconds: 30.0
+        env_keys: []
+        prompt: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.
+
+
+          Function ''_tag_change'' is oversized: CC=2, fan-out=9, mutations=9.
+
+
+          Make the smallest refactor that removes the smell and run local tests.'
+      integration:
+      - github
+      labels:
+      - koru
+      - nl-task
+      - llm-ready
+      - code2llm
+      - code-smell
+      - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      name: 'Address code smell: God Function: _tag_change'
+      outputs:
+        artifacts: []
+        notes: []
+      priority: normal
+      source:
+        context:
+          dedupe_key: 'code2llm:smell:god_function:src/tagi/heuristics/tags.py:22:God
+            Function: _tag_change'
+          evidence:
+            artifact:
+              mtime_ns: 1789838949904540410
+              path: project/analysis.toon.yaml
+              sha256: a20fa29c7d952fbcda7207db98cbe6042565fe78c7e14633a3065728be7842c6
+              size_bytes: 9689
+            files:
+            - mtime_ns: 1789830262593470416
+              path: src/tagi/heuristics/tags.py
+              sha256: a4f450ad5caf03cfd4f6b956809d7dfb0dabd3f6f7da91aad7e2202ac7576f69
+              size_bytes: 3411
+            kind: code2llm_discovery
+            planfile_tickets:
+              mtime_ns: 1789838959872519685
+              path: project/planfile-tickets.yaml
+              sha256: b5faa6f4e5d625a802e28855d7954530f8835c2a1c4377ec4676a9e843e17d04
+              size_bytes: 8004
+            regenerate_command: code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project
+              --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source
+              koru-project-discovery --planfile-sprint current --planfile-project
+              /home/tom/github/semcod/tagi --planfile-limit 20
+            schema: koru.ticket_evidence.v1
+            staleness_check: Regenerate artifacts and compare artifact.sha256 / files[].sha256
+              before assuming this ticket is still current.
+          input: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.
+
+
+            Function ''_tag_change'' is oversized: CC=2, fan-out=9, mutations=9.
+
+
+            Make the smallest refactor that removes the smell and run local tests.'
+          signal: code2llm_smell_god_function
+        timestamp: '2026-09-19T17:43:09.548402+00:00'
+        tool: koru-project-discovery
+      sprint: current
+      status: open
+      sync:
+        github:
+          id: '187'
+          key: semcod/tagi#187
+          url: https://github.com/semcod/tagi/issues/187
+      updated_at: '2026-09-19T17:43:09.548402+00:00'
+    PLF-172:
+      backend: github
+      blocked_by: []
+      blocks: []
+      created_at: '2026-09-19T17:53:12.889023+00:00'
+      description: 'code2llm reports `God Function: send_command` in `src/tagi/cli/git_operations.py:90`.
+
+
+        Function ''send_command'' is oversized: CC=7, fan-out=13, mutations=9.
+
+
+        Make the smallest refactor that removes the smell and run local tests.'
+      execution:
+        attempt: 0
+        max_attempts: 1
+        queue: default
+        state: ready
+      executor:
+        kind: human
+        mode: interactive
+      external_id: '188'
+      files:
+      - src/tagi/cli/git_operations.py
+      history:
+      - action: created
+        message: 'code2llm reports `God Function: send_command` in `src/tagi/cli/git_operations.py:90`.
+
+
+          Function ''send_command'' is oversized: CC=7, fan-out=13, mutations=9.
+
+
+          Make the smallest refactor that removes the smell and run local tests.'
+        source: koru task
+        timestamp: '2026-09-19T17:53:12.889023+00:00'
+      id: PLF-172
+      inputs:
+        api_headers: {}
+        api_method: GET
+        api_timeout_seconds: 30.0
+        env_keys: []
+        prompt: 'code2llm reports `God Function: send_command` in `src/tagi/cli/git_operations.py:90`.
+
+
+          Function ''send_command'' is oversized: CC=7, fan-out=13, mutations=9.
+
+
+          Make the smallest refactor that removes the smell and run local tests.'
+      integration:
+      - github
+      labels:
+      - koru
+      - nl-task
+      - llm-ready
+      - code2llm
+      - code-smell
+      - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      name: 'Address code smell: God Function: send_command'
+      outputs:
+        artifacts: []
+        notes: []
+      priority: normal
+      source:
+        context:
+          dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/git_operations.py:90:God
+            Function: send_command'
+          evidence:
+            artifact:
+              mtime_ns: 1789838949904540410
+              path: project/analysis.toon.yaml
+              sha256: a20fa29c7d952fbcda7207db98cbe6042565fe78c7e14633a3065728be7842c6
+              size_bytes: 9689
+            files:
+            - mtime_ns: 1789824641491087908
+              path: src/tagi/cli/git_operations.py
+              sha256: 049eb6ec4314014115e3471ce64f037758ab685f40cb9896fe129daf8618d861
+              size_bytes: 6307
+            kind: code2llm_discovery
+            planfile_tickets:
+              mtime_ns: 1789838959872519685
+              path: project/planfile-tickets.yaml
+              sha256: b5faa6f4e5d625a802e28855d7954530f8835c2a1c4377ec4676a9e843e17d04
+              size_bytes: 8004
+            regenerate_command: code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project
+              --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source
+              koru-project-discovery --planfile-sprint current --planfile-project
+              /home/tom/github/semcod/tagi --planfile-limit 20
+            schema: koru.ticket_evidence.v1
+            staleness_check: Regenerate artifacts and compare artifact.sha256 / files[].sha256
+              before assuming this ticket is still current.
+          input: 'code2llm reports `God Function: send_command` in `src/tagi/cli/git_operations.py:90`.
+
+
+            Function ''send_command'' is oversized: CC=7, fan-out=13, mutations=9.
+
+
+            Make the smallest refactor that removes the smell and run local tests.'
+          signal: code2llm_smell_god_function
+        timestamp: '2026-09-19T17:53:12.889023+00:00'
+        tool: koru-project-discovery
+      sprint: current
+      status: open
+      sync:
+        github:
+          id: '188'
+          key: semcod/tagi#188
+          url: https://github.com/semcod/tagi/issues/188
+      updated_at: '2026-09-19T17:53:12.889023+00:00'
+    PLF-173:
+      backend: github
+      blocked_by: []
+      blocks: []
+      created_at: '2026-09-19T18:16:24.472046+00:00'
+      description: 'code2llm reports `God Function: setup_logger` in `src/tagi/utils/logger.py:9`.
+
+
+        Function ''setup_logger'' is oversized: CC=4, fan-out=13, mutations=14.
+
+
+        Make the smallest refactor that removes the smell and run local tests.'
+      execution:
+        attempt: 0
+        max_attempts: 1
+        queue: default
+        state: ready
+      executor:
+        kind: human
+        mode: interactive
+      external_id: '189'
+      files:
+      - src/tagi/utils/logger.py
+      history:
+      - action: created
+        message: 'code2llm reports `God Function: setup_logger` in `src/tagi/utils/logger.py:9`.
+
+
+          Function ''setup_logger'' is oversized: CC=4, fan-out=13, mutations=14.
+
+
+          Make the smallest refactor that removes the smell and run local tests.'
+        source: koru task
+        timestamp: '2026-09-19T18:16:24.472046+00:00'
+      id: PLF-173
+      inputs:
+        api_headers: {}
+        api_method: GET
+        api_timeout_seconds: 30.0
+        env_keys: []
+        prompt: 'code2llm reports `God Function: setup_logger` in `src/tagi/utils/logger.py:9`.
+
+
+          Function ''setup_logger'' is oversized: CC=4, fan-out=13, mutations=14.
+
+
+          Make the smallest refactor that removes the smell and run local tests.'
+      integration:
+      - github
+      labels:
+      - koru
+      - nl-task
+      - llm-ready
+      - code2llm
+      - code-smell
+      - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      - 'priority: normal'
+      name: 'Address code smell: God Function: setup_logger'
+      outputs:
+        artifacts: []
+        notes: []
+      priority: normal
+      source:
+        context:
+          dedupe_key: 'code2llm:smell:god_function:src/tagi/utils/logger.py:9:God
+            Function: setup_logger'
+          evidence:
+            artifact:
+              mtime_ns: 1789838949904540410
+              path: project/analysis.toon.yaml
+              sha256: a20fa29c7d952fbcda7207db98cbe6042565fe78c7e14633a3065728be7842c6
+              size_bytes: 9689
+            files:
+            - mtime_ns: 1779809465287675064
+              path: src/tagi/utils/logger.py
+              sha256: 25d7171aee4d351bc65d315acfa6d09d6e91491346c2ac3cca945577d7397c89
+              size_bytes: 1747
+            kind: code2llm_discovery
+            planfile_tickets:
+              mtime_ns: 1789838959872519685
+              path: project/planfile-tickets.yaml
+              sha256: b5faa6f4e5d625a802e28855d7954530f8835c2a1c4377ec4676a9e843e17d04
+              size_bytes: 8004
+            regenerate_command: code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project
+              --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source
+              koru-project-discovery --planfile-sprint current --planfile-project
+              /home/tom/github/semcod/tagi --planfile-limit 20
+            schema: koru.ticket_evidence.v1
+            staleness_check: Regenerate artifacts and compare artifact.sha256 / files[].sha256
+              before assuming this ticket is still current.
+          input: 'code2llm reports `God Function: setup_logger` in `src/tagi/utils/logger.py:9`.
+
+
+            Function ''setup_logger'' is oversized: CC=4, fan-out=13, mutations=14.
+
+
+            Make the smallest refactor that removes the smell and run local tests.'
+          signal: code2llm_smell_god_function
+        timestamp: '2026-09-19T18:16:24.472046+00:00'
+        tool: koru-project-discovery
+      sprint: current
+      status: open
+      sync:
+        github:
+          id: '189'
+          key: semcod/tagi#189
+          url: https://github.com/semcod/tagi/issues/189
+      updated_at: '2026-09-19T18:16:24.472046+00:00'
+    PLF-174:
+      backend: github
+      blocked_by: []
+      blocks: []
+      created_at: '2026-09-19T18:25:22.064458+00:00'
+      description: 'code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.
+
+
+        Function ''summary_command'' is oversized: CC=7, fan-out=13, mutations=17.
+
+
+        Make the smallest refactor that removes the smell and run local tests.'
+      execution:
+        attempt: 0
+        max_attempts: 1
+        queue: default
+        state: ready
+      executor:
+        kind: human
+        mode: interactive
+      external_id: '190'
+      files:
+      - src/tagi/cli/utility_commands.py
+      history:
+      - action: created
+        message: 'code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.
+
+
+          Function ''summary_command'' is oversized: CC=7, fan-out=13, mutations=17.
+
+
+          Make the smallest refactor that removes the smell and run local tests.'
+        source: koru task
+        timestamp: '2026-09-19T18:25:22.064458+00:00'
+      id: PLF-174
+      inputs:
+        api_headers: {}
+        api_method: GET
+        api_timeout_seconds: 30.0
+        env_keys: []
+        prompt: 'code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.
+
+
+          Function ''summary_command'' is oversized: CC=7, fan-out=13, mutations=17.
+
+
+          Make the smallest refactor that removes the smell and run local tests.'
+      integration:
+      - github
+      labels:
+      - koru
+      - nl-task
+      - llm-ready
+      - code2llm
+      - code-smell
+      - god-function
+      - 'priority: normal'
+      - 'priority: normal'
+      name: 'Address code smell: God Function: summary_command'
+      outputs:
+        artifacts: []
+        notes: []
+      priority: normal
+      source:
+        context:
+          dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/utility_commands.py:25:God
+            Function: summary_command'
+          evidence:
+            artifact:
+              mtime_ns: 1789838949904540410
+              path: project/analysis.toon.yaml
+              sha256: a20fa29c7d952fbcda7207db98cbe6042565fe78c7e14633a3065728be7842c6
+              size_bytes: 9689
+            files:
+            - mtime_ns: 1789817932257139916
+              path: src/tagi/cli/utility_commands.py
+              sha256: e8d62787b625b75ab02154b4de181d4c5ab9cf2443e7bec06574c0ec46b63499
+              size_bytes: 7253
+            kind: code2llm_discovery
+            planfile_tickets:
+              mtime_ns: 1789838959872519685
+              path: project/planfile-tickets.yaml
+              sha256: b5faa6f4e5d625a802e28855d7954530f8835c2a1c4377ec4676a9e843e17d04
+              size_bytes: 8004
+            regenerate_command: code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project
+              --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source
+              koru-project-discovery --planfile-sprint current --planfile-project
+              /home/tom/github/semcod/tagi --planfile-limit 20
+            schema: koru.ticket_evidence.v1
+            staleness_check: Regenerate artifacts and compare artifact.sha256 / files[].sha256
+              before assuming this ticket is still current.
+          input: 'code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.
+
+
+            Function ''summary_command'' is oversized: CC=7, fan-out=13, mutations=17.
+
+
+            Make the smallest refactor that removes the smell and run local tests.'
+          signal: code2llm_smell_god_function
+        timestamp: '2026-09-19T18:25:22.064458+00:00'
+        tool: koru-project-discovery
+      sprint: current
+      status: open
+      sync:
+        github:
+          id: '190'
+          key: semcod/tagi#190
+          url: https://github.com/semcod/tagi/issues/190
+      updated_at: '2026-09-19T18:25:22.064458+00:00'
+    PLF-177:
+      acceptance_criteria: []
+      blocked_by: []
+      blocks: []
+      children: []
+      contract_version: planfile.ticket/v1
+      created_at: '2026-09-19T21:13:19.174193Z'
+      description: 'Fresh redup scan (project/duplication.toon.yaml, 2026-09-19) flags
+        copy-pasted helpers introduced by the cli module split:
+
+
+        - _ensure_tag_prefix: 4 identical copies (src/tagi/cli/main.py:50, git_operations.py:21,
+        publishing_commands.py:16, utility_commands.py:18) — 24 duplicated lines.
+
+        - _resolve_send_target + _is_known_tag: duplicated between src/tagi/cli/main.py:57-83
+        and git_operations.py:28-56 (19+10 lines), with comment drift between the
+        two copies.
+
+
+        Extract these into one shared cli helper module (e.g. src/tagi/cli/tag_targets.py),
+        import it from all four command modules, and keep behavior identical.
+
+
+        Acceptance criteria:
+
+        - redup scan of src/ reports no EXAC groups for these helpers (dup groups
+        7 -> <=4).
+
+        - python -m pytest -q stays green (127 passed).'
+      dsl: SODL/1 id=evt_6d8071ad9e575f187c0d44fc event_hash=09dee25ffd62e51fcf5519f07cf9cdb658a69ceb037eb39c11b0a66d7d2508f3
+        timestamp=2026-09-19T21%3A13%3A19.174193%2B00%3A00 kind=task source=planfile.ticket
+        ticket_id=PLF-177 actor=koru-project-discovery oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-177%2Fcommand%2Fcreate
+        mode=apply status=open correlation_id=PLF-177 causation_id=- input_hash=c3d47241fd79a8d7580afdb743ddae69f661a9bc415f8a9439190b58d9951b52
+        receipt_ref=- replayable=true data=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
+      files:
+      - src/tagi/cli/main.py
+      - src/tagi/cli/git_operations.py
+      - src/tagi/cli/publishing_commands.py
+      - src/tagi/cli/utility_commands.py
+      history: []
+      id: PLF-177
+      labels:
+      - koru
+      - nl-task
+      - llm-ready
+      - project-discovery
+      - duplication
+      name: Deduplicate cli tag helpers (_ensure_tag_prefix, _is_known_tag, _resolve_send_target)
+      priority: high
+      source:
+        context: {}
+        timestamp: '2026-09-19T21:13:19.158777Z'
+        tool: koru-project-discovery
+      sprint: current
+      status: open
+      sync: {}
+      updated_at: '2026-09-19T21:13:19.174198Z'
+    PLF-178:
+      acceptance_criteria: []
+      blocked_by: []
+      blocks: []
+      children: []
+      contract_version: planfile.ticket/v1
+      created_at: '2026-09-19T21:13:25.344158Z'
+      description: 'src/tagi/analyzer/dependency_graph.py is the largest module in
+        the codebase (276L, 16 functions, CC=7) and has no dedicated test coverage
+        (verified 2026-09-19: no tests/ file imports it; only a path fixture mention).
+
+
+        It implements pure graph algorithms used by planning: build_dependency_graph,
+        find_dependency_order, detect_cycles, get_critical_path, levels.
+
+
+        Add tests/test_dependency_graph.py covering:
+
+        - build_dependency_graph from python import analysis (incl. _collect_import_names
+        edge cases).
+
+        - find_dependency_order: deterministic order, dependencies before dependents.
+
+        - detect_cycles: acyclic graph -> [], cyclic graph -> reported cycle (incl.
+        self-loop).
+
+        - get_critical_path: longest path in a diamond graph.
+
+        - levels/_drain_level partitioning.
+
+
+        Acceptance criteria:
+
+        - python -m pytest -q green with the new tests included.
+
+        - Coverage of the module''s public functions without mocking internals.'
+      dsl: SODL/1 id=evt_7078a45181f0dc0a74954bb8 event_hash=6bc21c34be2c3bd2a2b9b78df0201095dfdbbf142a1d02d1c0d9b28f28f88bba
+        timestamp=2026-09-19T21%3A13%3A25.344158%2B00%3A00 kind=task source=planfile.ticket
+        ticket_id=PLF-178 actor=koru-project-discovery oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-178%2Fcommand%2Fcreate
+        mode=apply status=open correlation_id=PLF-178 causation_id=- input_hash=ae3d0bc4ac06e679201e277c56e8950193680a23891a710c80eb024e664f08d2
+        receipt_ref=- replayable=true data=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
+      files:
+      - src/tagi/analyzer/dependency_graph.py
+      history: []
+      id: PLF-178
+      labels:
+      - koru
+      - nl-task
+      - llm-ready
+      - project-discovery
+      - tests
+      name: Add unit tests for analyzer/dependency_graph.py
+      priority: high
+      source:
+        context: {}
+        timestamp: '2026-09-19T21:13:25.331447Z'
+        tool: koru-project-discovery
+      sprint: current
+      status: open
+      sync: {}
+      updated_at: '2026-09-19T21:13:25.344165Z'
+    PLF-179:
+      acceptance_criteria: []
+      blocked_by: []
+      blocks: []
+      children: []
+      contract_version: planfile.ticket/v1
+      created_at: '2026-09-19T21:13:31.396943Z'
+      description: 'src/tagi/providers/koru.py (171L, CC=8) implements KoruProvider,
+        including analyze_deployment_priority flagged by code2llm as high fan-out
+        (10, limit 10 — project/project.toon.yaml ALERTS). It has no test coverage
+        (verified 2026-09-19); github/gitlab providers each have a dedicated test
+        module, koru does not.
+
+
+        Add tests/test_koru_provider.py following the test_github_provider.py/test_gitlab_provider.py
+        pattern, covering:
+
+        - is_authenticated / get_auth_status for token-present and token-missing cases.
+
+        - analyze_deployment_priority output shape for representative inputs.
+
+        - create_pr / detect_remote behavior with a stubbed transport.
+
+        - Error paths (missing config, failed command).
+
+
+        Acceptance criteria:
+
+        - python -m pytest -q green with the new tests included.
+
+        - No network access in tests (stub/mocked transport only).'
+      dsl: SODL/1 id=evt_66de8743a3eefd20e509044a event_hash=35a4ce7177c8b0a23e2cfef6be335c571ee64328a9a7ce75f2879f68559faad0
+        timestamp=2026-09-19T21%3A13%3A31.396943%2B00%3A00 kind=task source=planfile.ticket
+        ticket_id=PLF-179 actor=koru-project-discovery oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-179%2Fcommand%2Fcreate
+        mode=apply status=open correlation_id=PLF-179 causation_id=- input_hash=efe4ccacd819cd7b58a15895e0fd785559b241912e310199661481ecb3252de5
+        receipt_ref=- replayable=true data=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
+      files:
+      - src/tagi/providers/koru.py
+      history: []
+      id: PLF-179
+      labels:
+      - koru
+      - nl-task
+      - llm-ready
+      - project-discovery
+      - tests
+      name: Add unit tests for providers/koru.py (KoruProvider)
+      priority: normal
+      source:
+        context: {}
+        timestamp: '2026-09-19T21:13:31.387416Z'
+        tool: koru-project-discovery
+      sprint: current
+      status: open
+      sync: {}
+      updated_at: '2026-09-19T21:13:31.396952Z'
diff --git a/.planfile/sprints/current.yaml.fast.json b/.planfile/sprints/current.yaml.fast.json
index 658c37e..4ef5da6 100644
--- a/.planfile/sprints/current.yaml.fast.json
+++ b/.planfile/sprints/current.yaml.fast.json
@@ -1 +1 @@
-{"version": 1, "yaml_mtime_ns": 1789839112659613381, "data": {"sprint": {"id": "current", "name": "Current", "status": "active", "tickets": {"GITHUB-138": {"assignee": null, "backend": "github", "description": "<!-- planfile:deduplication-key=semcod/tagi:2521ebe187e61bb2:PLF-115 -->\ncode2llm reports `Shotgun Surgery: tags` in `src/tagi/heuristics/tags.py:66`.\n\nMutation of variable 'tags' spans 6 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.\n\n---\n\n**Strategy Metadata:**\n- repository: semcod/tagi\n- planfile_id: semcod/tagi:2521ebe187e61bb2:PLF-115\n", "external_id": "138", "history": [{"action": "update", "changes": ["sprint"], "reason": "move_ticket", "source": "planfile.store", "timestamp": "2026-09-19T17:21:43.578226+00:00"}], "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "code2llm", "code-smell", "shotgun-surgery"], "metadata": {"deduplication_key": "semcod/tagi:2521ebe187e61bb2:PLF-115"}, "name": "Address code smell: Shotgun Surgery: tags", "sprint": "current", "status": "open", "sync": {"github": {"id": "138", "key": "semcod/tagi#138", "url": "https://github.com/semcod/tagi/issues/138"}}, "updated_at": "2026-09-19T17:21:43.578177+00:00"}, "GITHUB-6": {"assignee": null, "backend": "github", "description": "<!-- planfile:deduplication-key=wellmanifest-docs-v04:semcod/tagi -->\n## Cel i etap\n\nKampania wellmanifest/docs v0.4.0 dla **semcod/tagi**. Etap: **PLAN / poczekalnia**.\nTo zgłoszenie nie uruchamia wykonawcy ani nie nadaje uprawnień do usuwania danych, zmiany chronionego CI lub samodzielnego merge.\n\nStandard: https://github.com/wellmanifest/docs/tree/867241833a7e69188d595505d116115736438c7a\nPrzed rozpoczęciem sprawdzić, czy istniejąca adopcja i zadania już realizują ten zakres; wznowić pasujące zadanie zamiast tworzyć konkurencyjne.\n\n## Obserwacja wejściowa (2026-09-14, lokalny checkout)\n\n- Rewizja: `3b550841ed6c7be485c5056a7a45aaae3a9f7d16`; liczba śledzonych Markdown pod docs/: **5**.\n- To inwentaryzacja ścieżek, nie aktualny audyt treści ani dowód duplikacji. Ponowić względem aktualnej gałęzi domyślnej `main`.\n- `docs/README.md`\n- `docs/configuration.md`\n- `docs/information/internal-dependencies.md`\n- `docs/provider-detection.md`\n- `docs/troubleshooting.md`\n\n## Zakres i kryteria odbioru\n\n- [ ] AC-01: Zmapować docs, indeksy, changelogi, obecne i historyczne tickety (Planfile/project/SQLite), issues i PR-y. Uzgodnić statusy z kodem oraz dowodami scalenia; nie zamykać zadań na podstawie starego TODO.\n- [ ] AC-02: Dla każdej rodziny dokumentów wskazać właściciela, kanoniczną ścieżkę i decyzję: zachować / zaktualizować / scalić / superseded. Podobieństwo tekstu nie jest dowodem zbędności; nie usuwać unikalnych wymagań, dowodów ani zarządzanych kopii standardów.\n- [ ] AC-03: Migrować małymi partiami do krótkich plików WIELKIMI_LITERAMI.md w odpowiednich kategoriach FEATURE, BUGFIX, SERVICE, INFORMATION, ANALYSIS, REFACTORING lub DECISION. Pilność zapisać jako P0–P3, nie jako typ dokumentu. Zachować wyjątki organizacyjne i zgodność historycznego v1.\n- [ ] AC-04: Zachować stare linki i kotwice przez poprawne mapy dawnych ścieżek; zaktualizować docs/README.md i odnośniki z changeloga bez powielania treści. Udokumentować każdą usuniętą kopię i dowód zachowania jej unikalnej treści; nie kasować historii ticketów.\n- [ ] AC-05: Przyjąć immutable pin standardu w procesie właściwym dla repo i podłączyć preflight oraz finalny checker do istniejącego CI. Sprawdzić zaufane base/HEAD. Globalny filtr fleet standardu ograniczony do subactor/* nie dowodzi pokrycia semcod/autogrammar; raportować i rozwiązać tę lukę bez obejścia bramy.\n- [ ] AC-06: DSL jest opcjonalny tylko dla formalnych FEATURE/BUGFIX; użyć parsera przypiętego przez policy-dsl.lock.json. DSL nie wykonuje testów ani nie zatwierdza zmiany. Nie przepisywać całej dokumentacji na DSL.\n- [ ] AC-07: Sprawdzić linki i kotwice, zachowanie wymagań, governance, testy projektu i ponowne uruchomienie bez dodatkowych zmian. Oddzielić liczbę plików od jakości i kompletności migracji.\n- [ ] AC-08: Osobny ograniczony ticket/worktree/PR zgodnie z zasadami repo; niezależny review i chroniona publikacja. Raport końcowy: pokrycie, pominięcia, konflikty, model rzeczywiście użyty, wyniki kontroli i URL scalonego PR.\n\n## Kolejność\n\nAudyt read-only → uzgodnienie istniejących zadań → plan migracji → pilotaż → małe partie → przegląd i publikacja.\nPierwsza grupa pilotażowa: semcod/koru, semcod/goal, semcod/taskand-glm53. Pozostałe repo oczekują oceny pilotażu; samo utworzenie issue nie włącza automatyzacji.\nNie nadpisywać brudnych checkoutów, nie zmieniać aplikacji ani statusów historycznych zadań w ramach samego porządkowania docs.\n\n## Powiązane wcześniejsze zgłoszenia\n\n- Audyt GitHub nie znalazł powiązanego zgłoszenia po tytule; nadal sprawdzić lokalne i historyczne zadania.\n\n\n---\n\n**Strategy Metadata:**\n- deduplication_key: wellmanifest-docs-v04:semcod/tagi\n- campaign: wellmanifest-docs-v04\n- standard_revision: 867241833a7e69188d595505d116115736438c7a\n- phase: PLAN\n", "external_id": "6", "history": [{"action": "update", "changes": ["sprint"], "reason": "move_ticket", "source": "planfile.store", "timestamp": "2026-09-19T17:21:44.611616+00:00"}], "integration": ["github"], "labels": ["documentation", "docs-standard-v04", "planning-only", "priority-normal", "planfile", "managed"], "metadata": {"deduplication_key": "wellmanifest-docs-v04:semcod/tagi"}, "name": "[DOCS] Standaryzacja dokumentacji, uzgodnienie historii i deduplikacja", "sprint": "current", "status": "open", "sync": {"github": {"id": "6", "key": "semcod/tagi#6", "url": "https://github.com/semcod/tagi/issues/6"}}, "updated_at": "2026-09-19T17:21:44.611586+00:00"}, "GITHUB-7": {"assignee": null, "backend": "github", "description": "<!-- planfile:deduplication-key=dev-quality-fleet-readiness-v1:semcod/tagi -->\n\nAudit date: 2026-09-15. Scope: this repository only; planning, not authorization to modify source or deploy.\n\nObserved local checkout SHA: `3b550841ed6c7be485c5056a7a45aaae3a9f7d16`. Local declared adoption status: `review-required`.\n\nComparison is against observed GitHub default-branch commits and VERSION, not an assertion that every changed commit requires an upgrade.\n\nNo declarations means unavailable evidence, not proof that no standard is followed. Select applicable wellmanifest packs; do not install every pack indiscriminately.\n\n- wellmanifest/docs: adopted `ebe7501063ef4f3e63ded610c2d3183010ca636e` (version None); observed upstream `aa92136b4e94f48355c39fb206286aba024c6aa4` (version 0.5.0); pin-differs-review-required. Declaration: `.governance/docs.json`.\n\n## Acceptance criteria\n\n- [ ] Reconcile actual applicable standard adoptions with deployed/default-branch state; record unknowns and exemptions.\n- [ ] For each differing pin, compare version and relevant artifacts; use the managed adopter in a separate bounded implementation ticket only when needed.\n- [ ] Preserve project overrides, dirty work, historical tasks and stable document links; never edit managed hashes to bypass validation.\n- [ ] Verify local Planfile ID to GitHub issue mapping and retry deduplication without broad bidirectional sync.\n- [ ] Run managed governance and stack checks after any separately authorized adoption; report declared versus protected-CI coverage.\n\nExisting related work (reconcile/reuse scope; do not duplicate implementation):\n- https://github.com/semcod/tagi/issues/6\n\n---\n\n**Strategy Metadata:**\n- deduplication_key: dev-quality-fleet-readiness-v1:semcod/tagi\n- planfile_id: PLF-012\n", "external_id": "7", "history": [{"action": "update", "changes": ["sprint"], "reason": "move_ticket", "source": "planfile.store", "timestamp": "2026-09-19T17:21:45.359903+00:00"}], "integration": ["github"], "labels": ["planfile", "managed"], "metadata": {"deduplication_key": "dev-quality-fleet-readiness-v1:semcod/tagi"}, "name": "[WELLMANIFEST] Reconcile adopted standards and verify Planfile delivery", "sprint": "current", "status": "open", "sync": {"github": {"id": "7", "key": "semcod/tagi#7", "url": "https://github.com/semcod/tagi/issues/7"}}, "updated_at": "2026-09-19T17:21:45.359877+00:00"}, "PLF-088": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T22:59:24.712993+00:00", "description": "<!-- planfile:deduplication-key=PLF-088 -->\ncode2llm reports `Data Clump: body, repo_path, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, repo_path, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "84", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: body, repo_path, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, repo_path, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T22:59:24.712993+00:00"}], "id": "PLF-088", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Data Clump: body, repo_path, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, repo_path, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "data-clump"], "metadata": {"deduplication_key": "PLF-088"}, "name": "Address code smell: Data Clump: body, repo_path, title", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:data_clump:src/tagi/cli/provider_commands.py:34:Data Clump: body, repo_path, title", "evidence": {"artifact": {"mtime_ns": 1789685545813892871, "path": "project/analysis.toon.yaml", "sha256": 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reports `Data Clump: body, repo_path, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, repo_path, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_data_clump"}, "timestamp": "2026-09-17T22:59:24.712993+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "84", "key": "semcod/tagi#84", "url": "https://github.com/semcod/tagi/issues/84"}}, "updated_at": "2026-09-17T22:59:24.712993+00:00"}, "PLF-089": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:00:40.968749+00:00", "description": "<!-- planfile:deduplication-key=PLF-089 -->\ncode2llm reports `God Function: _calculate_complexity` in `src/tagi/heuristics/metrics.py:46`.\n\nFunction 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fan-out=6, mutations=10.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function"], "metadata": {"deduplication_key": "PLF-089"}, "name": "Address code smell: God Function: _calculate_complexity", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/heuristics/metrics.py:46:God Function: _calculate_complexity", "evidence": {"artifact": {"mtime_ns": 1789685545813892871, "path": "project/analysis.toon.yaml", "sha256": "56388ccd6ea846f313f89eee0672e29af4d29e58ce0898052bd8ff8ebb956a7b", "size_bytes": 10159}, "files": [{"mtime_ns": 1779811310790143885, "path": "src/tagi/heuristics/metrics.py", "sha256": "dcd2cc0255c4f2ee3eee8aaae72af3e54f0aa6a78598d290d61eb44299401b2d", "size_bytes": 6521}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789685545874477122, "path": "project/planfile-tickets.yaml", "sha256": "b10db9962e41e134f1374ebe04fdb8c3effa635fcb0f2d59f06498c1ae2f5b2a", "size_bytes": 29760}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: _calculate_complexity` in `src/tagi/heuristics/metrics.py:46`.\n\nFunction '_calculate_complexity' is oversized: CC=5, fan-out=6, mutations=10.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:00:40.968749+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "85", "key": "semcod/tagi#85", "url": "https://github.com/semcod/tagi/issues/85"}}, "updated_at": "2026-09-17T23:00:40.968749+00:00"}, "PLF-090": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:02:04.118321+00:00", "description": "<!-- planfile:deduplication-key=PLF-090 -->\ncode2llm reports `God Function: _calculate_impact` in `src/tagi/heuristics/metrics.py:78`.\n\nFunction '_calculate_impact' is oversized: CC=5, fan-out=3, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "86", "files": ["src/tagi/heuristics/metrics.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: _calculate_impact` in `src/tagi/heuristics/metrics.py:78`.\n\nFunction '_calculate_impact' is oversized: CC=5, fan-out=3, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:02:04.118321+00:00"}], "id": "PLF-090", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: _calculate_impact` in `src/tagi/heuristics/metrics.py:78`.\n\nFunction '_calculate_impact' is oversized: CC=5, fan-out=3, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function"], "metadata": {"deduplication_key": "PLF-090"}, "name": "Address code smell: God Function: _calculate_impact", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": 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/home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: _calculate_impact` in `src/tagi/heuristics/metrics.py:78`.\n\nFunction '_calculate_impact' is oversized: CC=5, fan-out=3, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:02:04.118321+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "86", "key": "semcod/tagi#86", "url": "https://github.com/semcod/tagi/issues/86"}}, "updated_at": "2026-09-17T23:02:04.118321+00:00"}, "PLF-091": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:03:33.158245+00:00", "description": "<!-- planfile:deduplication-key=PLF-091 -->\ncode2llm reports `God Function: _load_config` in `src/tagi/config.py:30`.\n\nFunction '_load_config' is oversized: CC=13, fan-out=6, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "87", "files": ["src/tagi/config.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: _load_config` in `src/tagi/config.py:30`.\n\nFunction '_load_config' is oversized: CC=13, fan-out=6, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:03:33.158245+00:00"}], "id": "PLF-091", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: _load_config` in `src/tagi/config.py:30`.\n\nFunction '_load_config' is oversized: CC=13, fan-out=6, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function"], "metadata": {"deduplication_key": "PLF-091"}, "name": "Address code smell: God Function: _load_config", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/config.py:30:God Function: _load_config", "evidence": {"artifact": {"mtime_ns": 1789685545813892871, "path": "project/analysis.toon.yaml", "sha256": "56388ccd6ea846f313f89eee0672e29af4d29e58ce0898052bd8ff8ebb956a7b", "size_bytes": 10159}, "files": [{"mtime_ns": 1779802844828755285, "path": "src/tagi/config.py", "sha256": "a3f500d3b7d42e797a2054b5ec56c45baf27c8a5e9877c20c9f23f63c091433a", "size_bytes": 4314}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789685545874477122, "path": "project/planfile-tickets.yaml", "sha256": "b10db9962e41e134f1374ebe04fdb8c3effa635fcb0f2d59f06498c1ae2f5b2a", "size_bytes": 29760}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: _load_config` in `src/tagi/config.py:30`.\n\nFunction '_load_config' is oversized: CC=13, fan-out=6, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:03:33.158245+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "87", "key": "semcod/tagi#87", "url": "https://github.com/semcod/tagi/issues/87"}}, "updated_at": "2026-09-17T23:03:33.158245+00:00"}, "PLF-092": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:05:09.293887+00:00", "description": "<!-- planfile:deduplication-key=PLF-092 -->\ncode2llm reports `God Function: analyze_python_imports` in `src/tagi/analyzer/dependency_graph.py:9`.\n\nFunction 'analyze_python_imports' is oversized: CC=8, fan-out=6, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "88", "files": ["src/tagi/analyzer/dependency_graph.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: analyze_python_imports` in `src/tagi/analyzer/dependency_graph.py:9`.\n\nFunction 'analyze_python_imports' is oversized: CC=8, fan-out=6, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:05:09.293887+00:00"}], "id": "PLF-092", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: analyze_python_imports` in `src/tagi/analyzer/dependency_graph.py:9`.\n\nFunction 'analyze_python_imports' is oversized: CC=8, fan-out=6, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function"], "metadata": {"deduplication_key": "PLF-092"}, "name": "Address code smell: God Function: analyze_python_imports", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", 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--planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: analyze_python_imports` in `src/tagi/analyzer/dependency_graph.py:9`.\n\nFunction 'analyze_python_imports' is oversized: CC=8, fan-out=6, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:05:09.293887+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "88", "key": "semcod/tagi#88", "url": "https://github.com/semcod/tagi/issues/88"}}, "updated_at": "2026-09-17T23:05:09.293887+00:00"}, "PLF-093": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:06:54.291030+00:00", "description": "<!-- planfile:deduplication-key=PLF-093 -->\ncode2llm reports `God Function: apply_tags` in `src/tagi/heuristics/tags.py:12`.\n\nFunction 'apply_tags' is oversized: CC=11, fan-out=10, mutations=16.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "89", "files": ["src/tagi/heuristics/tags.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: apply_tags` in `src/tagi/heuristics/tags.py:12`.\n\nFunction 'apply_tags' is oversized: CC=11, fan-out=10, mutations=16.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:06:54.291030+00:00"}], "id": "PLF-093", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: apply_tags` in `src/tagi/heuristics/tags.py:12`.\n\nFunction 'apply_tags' is oversized: CC=11, fan-out=10, mutations=16.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function"], "metadata": {"deduplication_key": "PLF-093"}, "name": "Address code smell: God Function: apply_tags", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/heuristics/tags.py:12:God Function: apply_tags", "evidence": {"artifact": {"mtime_ns": 1789685545813892871, "path": "project/analysis.toon.yaml", "sha256": "56388ccd6ea846f313f89eee0672e29af4d29e58ce0898052bd8ff8ebb956a7b", "size_bytes": 10159}, "files": [{"mtime_ns": 1779811321149251584, "path": "src/tagi/heuristics/tags.py", "sha256": "098c64d70cd068c2113523675c53a957d92d646558f9295490c4d6f027c5d064", "size_bytes": 3404}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789685545874477122, "path": "project/planfile-tickets.yaml", "sha256": "b10db9962e41e134f1374ebe04fdb8c3effa635fcb0f2d59f06498c1ae2f5b2a", "size_bytes": 29760}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: apply_tags` in `src/tagi/heuristics/tags.py:12`.\n\nFunction 'apply_tags' is oversized: CC=11, fan-out=10, mutations=16.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:06:54.291030+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "closed", "sync": {"github": {"id": "89", "key": "semcod/tagi#89", "url": "https://github.com/semcod/tagi/issues/89"}}, "updated_at": "2026-09-17T23:06:54.291030+00:00"}, "PLF-094": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:08:50.360840+00:00", "description": "<!-- planfile:deduplication-key=PLF-094 -->\ncode2llm reports `God Function: build_report_header` in `src/tagi/utils/summary_helpers.py:9`.\n\nFunction 'build_report_header' is oversized: CC=1, fan-out=2, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "90", "files": ["src/tagi/utils/summary_helpers.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: build_report_header` in `src/tagi/utils/summary_helpers.py:9`.\n\nFunction 'build_report_header' is oversized: CC=1, fan-out=2, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:08:50.360840+00:00"}], "id": "PLF-094", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: build_report_header` in `src/tagi/utils/summary_helpers.py:9`.\n\nFunction 'build_report_header' is oversized: CC=1, fan-out=2, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function"], "metadata": {"deduplication_key": "PLF-094"}, "name": "Address code smell: God Function: build_report_header", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/utils/summary_helpers.py:9:God Function: build_report_header", "evidence": {"artifact": {"mtime_ns": 1789685545813892871, "path": "project/analysis.toon.yaml", "sha256": "56388ccd6ea846f313f89eee0672e29af4d29e58ce0898052bd8ff8ebb956a7b", "size_bytes": 10159}, "files": [{"mtime_ns": 1779814990412632237, "path": "src/tagi/utils/summary_helpers.py", "sha256": "a887228547f1b705ca84a96f28fc2d6e62d0ea14bf143f32faa9a31fe3d7c1f4", "size_bytes": 3017}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789685545874477122, "path": "project/planfile-tickets.yaml", "sha256": "b10db9962e41e134f1374ebe04fdb8c3effa635fcb0f2d59f06498c1ae2f5b2a", "size_bytes": 29760}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: build_report_header` in `src/tagi/utils/summary_helpers.py:9`.\n\nFunction 'build_report_header' is oversized: CC=1, fan-out=2, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:08:50.360840+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "closed", "sync": {"github": {"id": "90", "key": "semcod/tagi#90", "url": "https://github.com/semcod/tagi/issues/90"}}, "updated_at": "2026-09-17T23:08:50.360840+00:00"}, "PLF-109": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T09:38:21.536635+00:00", "description": "<!-- planfile:deduplication-key=PLF-109 -->\ncode2llm reports `Data Clump: title, repo_path, body` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, repo_path, body) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "105", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: title, repo_path, body` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, repo_path, body) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T09:38:21.536635+00:00"}], "id": "PLF-109", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Data Clump: title, repo_path, body` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, repo_path, body) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "data-clump"], "metadata": {"deduplication_key": "PLF-109"}, "name": "Address code smell: Data Clump: title, repo_path, body", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": 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--planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Data Clump: title, repo_path, body` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, repo_path, body) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_data_clump"}, "timestamp": "2026-09-18T09:38:21.536635+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "closed", "sync": {"github": {"id": "105", "key": "semcod/tagi#105", "url": "https://github.com/semcod/tagi/issues/105"}}, "updated_at": "2026-09-18T09:38:21.536635+00:00"}, "PLF-118": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T14:31:50.817670+00:00", "description": "<!-- planfile:deduplication-key=PLF-118 -->\ncode2llm reports `Data Clump: repo_path, title, body` in `src/tagi/cli/provider_commands.py:52`.\n\nArguments (repo_path, title, body) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "120", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: repo_path, title, body` in `src/tagi/cli/provider_commands.py:52`.\n\nArguments (repo_path, title, body) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, 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"2026-09-18T14:31:50.817670+00:00"}, "PLF-119": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T14:43:06.846910+00:00", "description": "<!-- planfile:deduplication-key=PLF-119 -->\ncode2llm reports `src.tagi.utils.inspect_helpers.resolve_filtered_changes` at `src/tagi/utils/inspect_helpers.py:10` with cyclomatic complexity 17 (limit 15).\n\nExtract smaller functions, flatten conditionals, or split strategy branches. Re-run code2llm after the change and keep tests green.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "121", "files": ["src/tagi/utils/inspect_helpers.py"], "history": [{"action": "created", "message": "code2llm reports `src.tagi.utils.inspect_helpers.resolve_filtered_changes` at `src/tagi/utils/inspect_helpers.py:10` with cyclomatic complexity 17 (limit 15).\n\nExtract smaller functions, flatten conditionals, or split strategy branches. Re-run code2llm after the change and keep tests green.", "source": "koru task", "timestamp": "2026-09-18T14:43:06.846910+00:00"}], "id": "PLF-119", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `src.tagi.utils.inspect_helpers.resolve_filtered_changes` at `src/tagi/utils/inspect_helpers.py:10` with cyclomatic complexity 17 (limit 15).\n\nExtract smaller functions, flatten conditionals, or split strategy branches. Re-run code2llm after the change and keep tests green."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "refactor", "complexity"], "metadata": {"deduplication_key": "PLF-119"}, "name": "Reduce cyclomatic complexity: src.tagi.utils.inspect_helpers.resolve_filtered_changes (CC=17)", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:cc:src/tagi/utils/inspect_helpers.py:src.tagi.utils.inspect_helpers.resolve_filtered_changes", "evidence": {"artifact": {"mtime_ns": 1789742585715921903, "path": "project/analysis.toon.yaml", "sha256": "e9a3774622db919b2300b3dd93ce594a90a967409e255cdfb0080ffd22180384", "size_bytes": 10331}, "files": [{"mtime_ns": 1789740908491220682, "path": "src/tagi/utils/inspect_helpers.py", "sha256": "d344cd14a3264e66e6d12340f6dba4af3713defdc5d9c246f6aba695357c0ea3", "size_bytes": 3655}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789742585705778183, "path": "project/planfile-tickets.yaml", "sha256": "00e016113d76f457efd919f00242693f50364860d6fbf24ad2a4413700bab4cc", "size_bytes": 16625}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `src.tagi.utils.inspect_helpers.resolve_filtered_changes` at `src/tagi/utils/inspect_helpers.py:10` with cyclomatic complexity 17 (limit 15).\n\nExtract smaller functions, flatten conditionals, or split strategy branches. Re-run code2llm after the change and keep tests green.", "signal": "code2llm_cc"}, "timestamp": "2026-09-18T14:43:06.846910+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "closed", "sync": {"github": {"id": "121", "key": "semcod/tagi#121", "url": "https://github.com/semcod/tagi/issues/121"}}, "updated_at": "2026-09-18T14:43:06.846910+00:00"}, "PLF-120": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T14:47:32.219905+00:00", "description": "<!-- planfile:deduplication-key=PLF-120 -->\ncode2llm reports `God Function: calculate_risk_score` in `src/tagi/heuristics/scoring.py:8`.\n\nFunction 'calculate_risk_score' is oversized: CC=7, fan-out=1, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "122", "files": ["src/tagi/heuristics/scoring.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: calculate_risk_score` in `src/tagi/heuristics/scoring.py:8`.\n\nFunction 'calculate_risk_score' is oversized: CC=7, fan-out=1, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T14:47:32.219905+00:00"}], "id": "PLF-120", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: calculate_risk_score` in `src/tagi/heuristics/scoring.py:8`.\n\nFunction 'calculate_risk_score' is oversized: CC=7, fan-out=1, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function"], "metadata": {"deduplication_key": "PLF-120"}, "name": "Address code 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"api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: group_by_branch` in `src/tagi/planner/branch_grouper.py:7`.\n\nFunction 'group_by_branch' is oversized: CC=8, fan-out=9, mutations=12.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function"], "metadata": {"deduplication_key": "PLF-126"}, "name": "Address code smell: God Function: group_by_branch", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/planner/branch_grouper.py:7:God Function: group_by_branch", "evidence": {"artifact": {"mtime_ns": 1789742585715921903, "path": "project/analysis.toon.yaml", "sha256": "e9a3774622db919b2300b3dd93ce594a90a967409e255cdfb0080ffd22180384", "size_bytes": 10331}, "files": 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Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "140", "files": ["src/tagi/utils/summary_helpers.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: builder` in `src/tagi/utils/summary_helpers.py:71`.\n\nMutation of variable 'builder' spans 11 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T19:36:57.323254+00:00"}], "id": "PLF-135", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: builder` in `src/tagi/utils/summary_helpers.py:71`.\n\nMutation of variable 'builder' spans 11 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "priority: high", "code2llm", "code-smell", "shotgun-surgery"], "metadata": {"deduplication_key": "PLF-135"}, "name": "Address code smell: Shotgun Surgery: builder", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "code2llm:smell:shotgun_surgery:src/tagi/utils/summary_helpers.py:71:Shotgun Surgery: builder", "evidence": {"artifact": {"mtime_ns": 1789760212841277131, "path": "project/analysis.toon.yaml", "sha256": "e779a23e78575a5ca1103e1494c9f5b9bf0ac7bdcb3ffbbab82e37914fa8de0a", "size_bytes": 10336}, "files": [{"mtime_ns": 1789760157304512513, "path": "src/tagi/utils/summary_helpers.py", "sha256": "5b80ca05e1202f10e13c9873597a0a11ddf86af9b7cdcb2a9bb2dfb60c233e6a", "size_bytes": 3117}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789760212873891603, "path": "project/planfile-tickets.yaml", "sha256": "d0c2d6eb3eb46612e13fa7d7f524e92e895a3f31556b19210c5499cec6308586", "size_bytes": 22328}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Shotgun Surgery: builder` in `src/tagi/utils/summary_helpers.py:71`.\n\nMutation of variable 'builder' spans 11 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_shotgun_surgery"}, "timestamp": "2026-09-18T19:36:57.323254+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "140", "key": "semcod/tagi#140", "url": "https://github.com/semcod/tagi/issues/140"}}, "updated_at": "2026-09-18T19:36:57.323254+00:00"}, "PLF-136": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T19:41:42.348704+00:00", "description": "<!-- planfile:deduplication-key=PLF-136 -->\ncode2llm reports `Shotgun Surgery: cmd` in `src/tagi/scanner/diff.py:6`.\n\nMutation of variable 'cmd' spans 13 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "141", "files": ["src/tagi/scanner/diff.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: cmd` in `src/tagi/scanner/diff.py:6`.\n\nMutation of variable 'cmd' spans 13 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T19:41:42.348704+00:00"}], "id": "PLF-136", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: cmd` in `src/tagi/scanner/diff.py:6`.\n\nMutation of variable 'cmd' spans 13 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "priority: high", "code2llm", "code-smell", "shotgun-surgery"], "metadata": {"deduplication_key": "PLF-136"}, "name": "Address code smell: Shotgun Surgery: cmd", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "code2llm:smell:shotgun_surgery:src/tagi/scanner/diff.py:6:Shotgun Surgery: cmd", "evidence": {"artifact": {"mtime_ns": 1789760212841277131, "path": "project/analysis.toon.yaml", "sha256": "e779a23e78575a5ca1103e1494c9f5b9bf0ac7bdcb3ffbbab82e37914fa8de0a", "size_bytes": 10336}, "files": [{"mtime_ns": 1779802548044288725, "path": "src/tagi/scanner/diff.py", "sha256": "5c96c6b90833c3d6205e40b53b402d2b1eca555c135ff8bbd9cd94f8931716f2", "size_bytes": 708}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789760212873891603, "path": "project/planfile-tickets.yaml", "sha256": "d0c2d6eb3eb46612e13fa7d7f524e92e895a3f31556b19210c5499cec6308586", "size_bytes": 22328}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Shotgun Surgery: cmd` in `src/tagi/scanner/diff.py:6`.\n\nMutation of variable 'cmd' spans 13 functions. 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Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "142", "files": ["src/tagi/utils/logger.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: logger` in `src/tagi/utils/logger.py:9`.\n\nMutation of variable 'logger' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T19:46:39.220367+00:00"}], "id": "PLF-137", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: logger` in `src/tagi/utils/logger.py:9`.\n\nMutation of variable 'logger' spans 5 functions. 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"regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: build_statistics_section` in `src/tagi/utils/summary_helpers.py:31`.\n\nFunction 'build_statistics_section' is oversized: CC=2, fan-out=6, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-18T19:51:27.884743+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "143", "key": "semcod/tagi#143", "url": 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"env_keys": [], "prompt": "code2llm reports `God Function: display_statistics_table` in `src/tagi/utils/inspect_helpers.py:109`.\n\nFunction 'display_statistics_table' is oversized: CC=1, fan-out=7, mutations=10.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "priority: normal", "code-smell", "god-function"], "metadata": {"deduplication_key": "PLF-140"}, "name": "Address code smell: God Function: display_statistics_table", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/utils/inspect_helpers.py:109:God Function: display_statistics_table", "evidence": {"artifact": {"mtime_ns": 1789760212841277131, "path": "project/analysis.toon.yaml", "sha256": "e779a23e78575a5ca1103e1494c9f5b9bf0ac7bdcb3ffbbab82e37914fa8de0a", "size_bytes": 10336}, "files": 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`src/tagi/utils/inspect_helpers.py:109`.\n\nFunction 'display_statistics_table' is oversized: CC=1, fan-out=7, mutations=10.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-18T20:31:21.515076+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "145", "key": "semcod/tagi#145", "url": "https://github.com/semcod/tagi/issues/145"}}, "updated_at": "2026-09-18T20:31:21.515076+00:00"}, "PLF-141": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T20:46:53.090400+00:00", "description": "<!-- planfile:deduplication-key=PLF-141 -->\ncode2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/diff.py:20`.\n\nMutation of variable 'result' spans 24 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "147", "files": ["src/tagi/scanner/diff.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/diff.py:20`.\n\nMutation of variable 'result' spans 24 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T20:46:53.090400+00:00"}], "id": "PLF-141", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/diff.py:20`.\n\nMutation of variable 'result' spans 24 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "priority: high", "code2llm", "code-smell", "shotgun-surgery"], "metadata": {"deduplication_key": "PLF-141"}, "name": "Address code smell: Shotgun Surgery: result", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "code2llm:smell:shotgun_surgery:src/tagi/scanner/diff.py:20:Shotgun Surgery: result", "evidence": {"artifact": {"mtime_ns": 1789764409471628814, "path": "project/analysis.toon.yaml", "sha256": "8272c84ad525516fbd4040cd83b4fb110a3f4e91aa510378427c65686d9f3018", "size_bytes": 10424}, "files": [{"mtime_ns": 1779802548044288725, "path": "src/tagi/scanner/diff.py", "sha256": "5c96c6b90833c3d6205e40b53b402d2b1eca555c135ff8bbd9cd94f8931716f2", "size_bytes": 708}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789764409534879854, "path": "project/planfile-tickets.yaml", "sha256": "e229a798269d410a9ccbb63568a783f63de2465f87ad7c4d3acd2a5c0b1ec43a", "size_bytes": 16701}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/diff.py:20`.\n\nMutation of variable 'result' spans 24 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_shotgun_surgery"}, "timestamp": "2026-09-18T20:46:53.090400+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "147", "key": "semcod/tagi#147", "url": "https://github.com/semcod/tagi/issues/147"}}, "updated_at": "2026-09-18T20:46:53.090400+00:00"}, "PLF-142": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T20:51:58.051382+00:00", "description": "<!-- planfile:deduplication-key=PLF-142 -->\ncode2llm reports `Data Clump: repo_path, body, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (repo_path, body, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the 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Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "151", "files": ["src/tagi/utils/inspect_helpers.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: total_lines` in `src/tagi/utils/inspect_helpers.py:96`.\n\nMutation of variable 'total_lines' spans 7 functions. 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Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "priority: high", "code2llm", "code-smell", "shotgun-surgery"], "metadata": {"deduplication_key": "PLF-144"}, "name": "Address code smell: Shotgun Surgery: total_lines", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "code2llm:smell:shotgun_surgery:src/tagi/utils/inspect_helpers.py:96:Shotgun Surgery: total_lines", "evidence": {"artifact": {"mtime_ns": 1789767907486023009, "path": "project/analysis.toon.yaml", "sha256": "bffe51d44d6fb6464a866f3f92775ba60121d5c8ee5912e7e28815233ae3b49c", "size_bytes": 10335}, "files": [{"mtime_ns": 1789760157304512513, "path": "src/tagi/utils/inspect_helpers.py", "sha256": "1c596a23769394791c6155c0d18ffff189732a3df1916a648adcfab4b50d7606", "size_bytes": 3639}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789767907544471268, "path": "project/planfile-tickets.yaml", "sha256": "a1a17bb7fff1116657c2c5c8dc0925997c5d311418d5770edcae36e65433c9b5", "size_bytes": 16073}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Shotgun Surgery: total_lines` in `src/tagi/utils/inspect_helpers.py:96`.\n\nMutation of variable 'total_lines' spans 7 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_shotgun_surgery"}, "timestamp": "2026-09-18T21:45:19.766961+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "151", "key": "semcod/tagi#151", "url": "https://github.com/semcod/tagi/issues/151"}}, "updated_at": "2026-09-18T21:45:19.766961+00:00"}, "PLF-145": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T21:51:29.650993+00:00", "description": "<!-- planfile:deduplication-key=PLF-145 -->\ncode2llm reports `Data Clump: body, title, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, title, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "152", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: body, title, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, title, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T21:51:29.650993+00:00"}], "id": "PLF-145", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Data Clump: body, title, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, title, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "priority: normal", "code-smell", "data-clump"], "metadata": {"deduplication_key": "PLF-145"}, "name": "Address code smell: Data Clump: body, title, repo_path", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:data_clump:src/tagi/cli/provider_commands.py:34:Data Clump: body, title, repo_path", "evidence": {"artifact": {"mtime_ns": 1789767907486023009, "path": "project/analysis.toon.yaml", "sha256": "bffe51d44d6fb6464a866f3f92775ba60121d5c8ee5912e7e28815233ae3b49c", "size_bytes": 10335}, "files": [{"mtime_ns": 1789739346063914074, "path": "src/tagi/cli/provider_commands.py", "sha256": "68ce18c77819dae347a71d285994bba864fa304bce74de2420ca81f96c3f8225", "size_bytes": 2695}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789767907544471268, "path": "project/planfile-tickets.yaml", "sha256": "a1a17bb7fff1116657c2c5c8dc0925997c5d311418d5770edcae36e65433c9b5", "size_bytes": 16073}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Data Clump: body, title, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, title, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_data_clump"}, "timestamp": "2026-09-18T21:51:29.650993+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "152", "key": "semcod/tagi#152", "url": "https://github.com/semcod/tagi/issues/152"}}, "updated_at": "2026-09-18T21:51:29.650993+00:00"}, "PLF-146": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T06:26:13.380402+00:00", "description": "<!-- planfile:deduplication-key=PLF-146 -->\ncode2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:46`.\n\nMutation of variable 'path_lower' spans 8 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "153", "files": ["src/tagi/heuristics/metrics.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:46`.\n\nMutation of variable 'path_lower' spans 8 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T06:26:13.380402+00:00"}], "id": "PLF-146", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:46`.\n\nMutation of variable 'path_lower' spans 8 functions. 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Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "156", "files": ["src/tagi/analyzer/dependency_graph.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: result` in `src/tagi/analyzer/dependency_graph.py:63`.\n\nMutation of variable 'result' spans 21 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T07:27:50.494870+00:00"}], "id": "PLF-148", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: result` in `src/tagi/analyzer/dependency_graph.py:63`.\n\nMutation of variable 'result' spans 21 functions. 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Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_shotgun_surgery"}, "timestamp": "2026-09-19T08:40:27.418771+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "160", "key": "semcod/tagi#160", "url": "https://github.com/semcod/tagi/issues/160"}}, "updated_at": "2026-09-19T08:40:27.418771+00:00"}, "PLF-151": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T09:18:02.657696+00:00", "description": "<!-- planfile:deduplication-key=PLF-151 -->\ncode2llm reports `Shotgun Surgery: total_lines` in `src/tagi/utils/send_helpers.py:8`.\n\nMutation of variable 'total_lines' spans 7 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "161", "files": ["src/tagi/utils/send_helpers.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: total_lines` in `src/tagi/utils/send_helpers.py:8`.\n\nMutation of variable 'total_lines' spans 7 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T09:18:02.657696+00:00"}], "id": "PLF-151", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: total_lines` in `src/tagi/utils/send_helpers.py:8`.\n\nMutation of variable 'total_lines' spans 7 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "priority: high", "code2llm", "code-smell", "shotgun-surgery"], "metadata": {"deduplication_key": "PLF-151"}, "name": "Address code smell: Shotgun Surgery: total_lines", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "code2llm:smell:shotgun_surgery:src/tagi/utils/send_helpers.py:8:Shotgun Surgery: total_lines", "evidence": {"artifact": {"mtime_ns": 1789807219128678462, "path": "project/analysis.toon.yaml", "sha256": "a9502e24eae6c96a2813522009e1147c99df0b92b64fc43761c84a0421cc05d6", "size_bytes": 10335}, "files": [{"mtime_ns": 1789807158230776613, "path": "src/tagi/utils/send_helpers.py", "sha256": "4e906f5b078ec49cd7523dfc93f794833dc887242454c6dca376f8af17483733", "size_bytes": 847}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789807219187356177, "path": "project/planfile-tickets.yaml", "sha256": "09f4267be8bbb0b623e89df1b4ad1ff583984dcab632ff1913d74642fffd254a", "size_bytes": 16076}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Shotgun Surgery: total_lines` in `src/tagi/utils/send_helpers.py:8`.\n\nMutation of variable 'total_lines' spans 7 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_shotgun_surgery"}, "timestamp": "2026-09-19T09:18:02.657696+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "161", "key": "semcod/tagi#161", "url": "https://github.com/semcod/tagi/issues/161"}}, "updated_at": "2026-09-19T09:18:02.657696+00:00"}, "PLF-152": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T09:23:37.677573+00:00", "description": "<!-- planfile:deduplication-key=PLF-152 -->\ncode2llm reports `Data Clump: title, body, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, body, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "162", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: title, body, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, body, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T09:23:37.677573+00:00"}], "id": "PLF-152", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Data Clump: title, body, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, body, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "priority: normal", "code-smell", "data-clump"], "metadata": {"deduplication_key": "PLF-152"}, "name": "Address code smell: Data Clump: title, body, repo_path", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:data_clump:src/tagi/cli/provider_commands.py:34:Data Clump: title, body, repo_path", "evidence": {"artifact": {"mtime_ns": 1789807219128678462, "path": "project/analysis.toon.yaml", "sha256": "a9502e24eae6c96a2813522009e1147c99df0b92b64fc43761c84a0421cc05d6", "size_bytes": 10335}, "files": [{"mtime_ns": 1789739346063914074, "path": "src/tagi/cli/provider_commands.py", "sha256": "68ce18c77819dae347a71d285994bba864fa304bce74de2420ca81f96c3f8225", "size_bytes": 2695}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789807219187356177, "path": "project/planfile-tickets.yaml", "sha256": "09f4267be8bbb0b623e89df1b4ad1ff583984dcab632ff1913d74642fffd254a", "size_bytes": 16076}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Data Clump: title, body, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, body, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_data_clump"}, "timestamp": "2026-09-19T09:23:37.677573+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "162", "key": "semcod/tagi#162", "url": "https://github.com/semcod/tagi/issues/162"}}, "updated_at": "2026-09-19T09:23:37.677573+00:00"}, "PLF-153": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T09:36:55.436585+00:00", "description": "<!-- planfile:deduplication-key=PLF-153 -->\ncode2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/status.py:11`.\n\nMutation of variable 'result' spans 21 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "164", "files": ["src/tagi/scanner/status.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/status.py:11`.\n\nMutation of variable 'result' spans 21 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T09:36:55.436585+00:00"}], "id": "PLF-153", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: result` in `src/tagi/scanner/status.py:11`.\n\nMutation of variable 'result' spans 21 functions. 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Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "168", "files": ["src/tagi/heuristics/tags.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/tags.py:57`.\n\nMutation of variable 'path_lower' spans 8 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T10:49:16.509027+00:00"}], "id": "PLF-155", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/tags.py:57`.\n\nMutation of variable 'path_lower' spans 8 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "priority: high", "code2llm", "code-smell", "shotgun-surgery"], "metadata": {"deduplication_key": "PLF-155"}, "name": "Address code smell: Shotgun Surgery: path_lower", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "code2llm:smell:shotgun_surgery:src/tagi/heuristics/tags.py:57:Shotgun Surgery: path_lower", "evidence": {"artifact": {"mtime_ns": 1789814952782525610, "path": "project/analysis.toon.yaml", "sha256": "0b4667123d8ba68e72937f0d888d34497c85fbaa99ce8d7195d2bfaa19de1d9f", "size_bytes": 10366}, "files": [{"mtime_ns": 1789814872390483855, "path": "src/tagi/heuristics/tags.py", "sha256": "83621bcdf280f42f072878df2f2475f25ec874bd8f7ecc8bcc5e04bb8e163174", "size_bytes": 3136}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789814952811053566, "path": "project/planfile-tickets.yaml", "sha256": "5ebd22cb45332ff8e61df65ac32e80d19ec57d2a54d226b6d4fd70230700cd67", "size_bytes": 15989}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/tags.py:57`.\n\nMutation of variable 'path_lower' spans 8 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_shotgun_surgery"}, "timestamp": "2026-09-19T10:49:16.509027+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "168", "key": "semcod/tagi#168", "url": "https://github.com/semcod/tagi/issues/168"}}, "updated_at": "2026-09-19T10:49:16.509027+00:00"}, "PLF-156": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T11:41:05.586678+00:00", "description": "<!-- planfile:deduplication-key=PLF-156 -->\ncode2llm reports `Shotgun Surgery: provider` in `src/tagi/cli/publishing_commands.py:23`.\n\nMutation of variable 'provider' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "169", "files": ["src/tagi/cli/publishing_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: provider` in `src/tagi/cli/publishing_commands.py:23`.\n\nMutation of variable 'provider' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T11:41:05.586678+00:00"}], "id": "PLF-156", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: provider` in `src/tagi/cli/publishing_commands.py:23`.\n\nMutation of variable 'provider' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "priority: high", "code2llm", "code-smell", "shotgun-surgery"], "metadata": {"deduplication_key": "PLF-156"}, "name": "Address code smell: Shotgun Surgery: provider", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "code2llm:smell:shotgun_surgery:src/tagi/cli/publishing_commands.py:23:Shotgun Surgery: provider", "evidence": {"artifact": {"mtime_ns": 1789818000281070860, "path": "project/analysis.toon.yaml", "sha256": "cd908a3fbfce8ab1a9cb171c6ddd2c4d40624145f1441f5d326ee7e671012aac", "size_bytes": 10295}, "files": [{"mtime_ns": 1789817932257139916, "path": "src/tagi/cli/publishing_commands.py", "sha256": "542f145664f4f91fb291e1c1e5d781c33f4ac054622645e7c6aac58fb21568d8", "size_bytes": 5359}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789818000309685535, "path": "project/planfile-tickets.yaml", "sha256": "8895c5115dd230d0481573e88b83b8923b258e1938589013ec204cf9a5817478", "size_bytes": 16648}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Shotgun Surgery: provider` in `src/tagi/cli/publishing_commands.py:23`.\n\nMutation of variable 'provider' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_shotgun_surgery"}, "timestamp": "2026-09-19T11:41:05.586678+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "closed", "sync": {"github": {"id": "169", "key": "semcod/tagi#169", "url": "https://github.com/semcod/tagi/issues/169"}}, "updated_at": "2026-09-19T11:41:05.586678+00:00"}, "PLF-157": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T12:42:18.834682+00:00", "description": "<!-- planfile:deduplication-key=PLF-157 -->\n`project/analysis.toon.yaml` flags `inspect_helpers` in LAYERS as a large/hot module (121 lines, 0 classes, 6 methods, CC=17). Extract cohesive submodules around stable responsibilities and add focused regression tests before broad edits.\n\n---\n\n**Strategy Metadata:**\n- planfile_id: PLF-157\n", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "172", "files": ["src/tagi/utils/inspect_helpers.py", "project/analysis.toon.yaml"], "history": [{"action": "created", "message": "`project/analysis.toon.yaml` flags `inspect_helpers` in LAYERS as a large/hot module (121 lines, 0 classes, 6 methods, CC=17). Extract cohesive submodules around stable responsibilities and add focused regression tests before broad edits.", "source": "koru task", "timestamp": "2026-09-19T12:42:18.834682+00:00"}], "id": "PLF-157", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "`project/analysis.toon.yaml` flags `inspect_helpers` in LAYERS as a large/hot module (121 lines, 0 classes, 6 methods, CC=17). Extract cohesive submodules around stable responsibilities and add focused regression tests before broad edits."}, "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "code2llm", "architecture", "large-module", "refactor", "scan"], "metadata": {"deduplication_key": "PLF-157"}, "name": "Split large module: inspect_helpers", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "koru-scan:code2llm_layer_hotspot:src/tagi/utils/inspect_helpers.py:project/analysis.toon.yaml", "evidence": {"artifact": {"mtime_ns": 1789820718961281621, "path": "project/analysis.toon.yaml", "sha256": "28f5e52d781bb3dc5180c4411848287482185ddd7898976d85fe5df0d5cd3580", "size_bytes": 10363}, "kind": "code2llm_analysis", "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude '*.md' --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate the artifact and compare artifact.sha256 before assuming this ticket still reflects the current code."}, "input": "`project/analysis.toon.yaml` flags `inspect_helpers` in LAYERS as a large/hot module (121 lines, 0 classes, 6 methods, CC=17). 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Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:shotgun_surgery:src/tagi/heuristics/tags.py:48:Shotgun Surgery: tags", "acceptance_criteria": [], "labels": ["llm-ready", "code2llm", "code-smell", "shotgun-surgery"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/heuristics/tags.py"], "sync": {}, "history": [], "dsl": "SODL/1 id=evt_83500b9a1eed7d17acb5d9fb event_hash=0742737296da2c07434ecfea4dcb1c8cb6ae655a488c87cdba0103bd8a11bb02 timestamp=2026-09-19T17%3A29%3A11.918031%2B00%3A00 kind=task source=planfile.ticket ticket_id=PLF-159 actor=koru-scan oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-159%2Fcommand%2Fcreate mode=apply status=open correlation_id=PLF-159 causation_id=- input_hash=55fc906af39db774bbbb80466d1102d53e7300ae63a8527729323d5cc7d9d5ec receipt_ref=- replayable=true 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"created_at": "2026-09-19T17:29:13.553848Z", "updated_at": "2026-09-19T17:29:13.553856Z"}, "PLF-162": {"id": "PLF-162", "name": "Address code smell: God Function: group_changes", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "normal", "sprint": "current", "source": {"tool": "koru-scan", "timestamp": "2026-09-19T17:29:14.207997Z", "context": {}}, "description": "code2llm reports `God Function: group_changes` in `src/tagi/planner/grouper.py:10`.\n\nFunction 'group_changes' is oversized: CC=4, fan-out=9, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/planner/grouper.py:10:God Function: group_changes", "acceptance_criteria": [], "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/planner/grouper.py"], "sync": {}, "history": [], "dsl": "SODL/1 id=evt_b95ba0e76679eda0c97bba36 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"created_at": "2026-09-19T17:29:14.217920Z", "updated_at": "2026-09-19T17:29:14.217926Z"}, "PLF-163": {"id": "PLF-163", "name": "Address code smell: God Function: hooks_command", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "normal", "sprint": "current", "source": {"tool": "koru-scan", "timestamp": "2026-09-19T17:29:14.875281Z", "context": {}}, "description": "code2llm reports `God Function: hooks_command` in `src/tagi/cli/utility_commands.py:131`.\n\nFunction 'hooks_command' is oversized: CC=10, fan-out=11, mutations=4.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/cli/utility_commands.py:131:God Function: hooks_command", "acceptance_criteria": [], "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/cli/utility_commands.py"], "sync": {}, "history": [], "dsl": "SODL/1 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"created_at": "2026-09-19T17:29:14.903316Z", "updated_at": "2026-09-19T17:29:14.903320Z"}, "PLF-164": {"id": "PLF-164", "name": "Address code smell: God Function: inspect_command", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "normal", "sprint": "current", "source": {"tool": "koru-scan", "timestamp": "2026-09-19T17:29:15.595077Z", "context": {}}, "description": "code2llm reports `God Function: inspect_command` in `src/tagi/cli/inspection_commands.py:19`.\n\nFunction 'inspect_command' is oversized: CC=7, fan-out=11, mutations=4.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/cli/inspection_commands.py:19:God Function: inspect_command", "acceptance_criteria": [], "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/cli/inspection_commands.py"], "sync": {}, "history": [], "dsl": "SODL/1 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"created_at": "2026-09-19T17:29:15.623939Z", "updated_at": "2026-09-19T17:29:15.623945Z"}, "PLF-165": {"id": "PLF-165", "name": "Address code smell: God Function: publish_command", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "normal", "sprint": "current", "source": {"tool": "koru-scan", "timestamp": "2026-09-19T17:29:16.288264Z", "context": {}}, "description": "code2llm reports `God Function: publish_command` in `src/tagi/cli/publishing_commands.py:23`.\n\nFunction 'publish_command' is oversized: CC=11, fan-out=14, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/cli/publishing_commands.py:23:God Function: publish_command", "acceptance_criteria": [], "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/cli/publishing_commands.py"], "sync": {}, "history": [], "dsl": "SODL/1 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"created_at": "2026-09-19T17:29:16.307020Z", "updated_at": "2026-09-19T17:29:16.307025Z"}, "PLF-166": {"id": "PLF-166", "name": "Address code smell: God Function: scan_repo", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "normal", "sprint": "current", "source": {"tool": "koru-scan", "timestamp": "2026-09-19T17:29:17.052266Z", "context": {}}, "description": "code2llm reports `God Function: scan_repo` in `src/tagi/scanner/status.py:11`.\n\nFunction 'scan_repo' is oversized: CC=7, fan-out=15, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/scanner/status.py:11:God Function: scan_repo", "acceptance_criteria": [], "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/scanner/status.py"], "sync": {}, "history": [], "dsl": "SODL/1 id=evt_461a86c7b0a0152501eed031 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"created_at": "2026-09-19T17:29:17.068246Z", "updated_at": "2026-09-19T17:29:17.068251Z"}, "PLF-167": {"id": "PLF-167", "name": "Address code smell: God Function: send_command", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "normal", "sprint": "current", "source": {"tool": "koru-scan", "timestamp": "2026-09-19T17:29:17.839900Z", "context": {}}, "description": "code2llm reports `God Function: send_command` in `src/tagi/cli/git_operations.py:90`.\n\nFunction 'send_command' is oversized: CC=7, fan-out=13, mutations=9.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/cli/git_operations.py:90:God Function: send_command", "acceptance_criteria": [], "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/cli/git_operations.py"], "sync": {}, "history": [], "dsl": "SODL/1 id=evt_0070ec25d0348db59a671c5a 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"created_at": "2026-09-19T17:29:17.860410Z", "updated_at": "2026-09-19T17:29:17.860417Z"}, "PLF-168": {"id": "PLF-168", "name": "Address code smell: God Function: setup_logger", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "normal", "sprint": "current", "source": {"tool": "koru-scan", "timestamp": "2026-09-19T17:29:18.740949Z", "context": {}}, "description": "code2llm reports `God Function: setup_logger` in `src/tagi/utils/logger.py:9`.\n\nFunction 'setup_logger' is oversized: CC=4, fan-out=13, mutations=14.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/utils/logger.py:9:God Function: setup_logger", "acceptance_criteria": [], "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/utils/logger.py"], "sync": {}, "history": [], "dsl": "SODL/1 id=evt_f0359544002aed038d929132 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"created_at": "2026-09-19T17:29:18.761477Z", "updated_at": "2026-09-19T17:29:18.761483Z"}, "PLF-169": {"id": "PLF-169", "name": "Address code smell: God Function: summary_command", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "normal", "sprint": "current", "source": {"tool": "koru-scan", "timestamp": "2026-09-19T17:29:19.612901Z", "context": {}}, "description": "code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.\n\nFunction 'summary_command' is oversized: CC=7, fan-out=13, mutations=17.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/cli/utility_commands.py:25:God Function: summary_command", "acceptance_criteria": [], "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/cli/utility_commands.py"], "sync": {}, "history": [], "dsl": "SODL/1 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\ No newline at end of file
+{"version": 1, "yaml_mtime_ns": 1789852468222781064, "data": {"sprint": {"id": "current", "name": "Current", "status": "active", "tickets": {"GITHUB-138": {"assignee": null, "backend": "github", "description": "<!-- planfile:deduplication-key=semcod/tagi:2521ebe187e61bb2:PLF-115 -->\ncode2llm reports `Shotgun Surgery: tags` in `src/tagi/heuristics/tags.py:66`.\n\nMutation of variable 'tags' spans 6 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.\n\n---\n\n**Strategy Metadata:**\n- repository: semcod/tagi\n- planfile_id: semcod/tagi:2521ebe187e61bb2:PLF-115\n", "external_id": "138", "history": [{"action": "update", "changes": ["sprint"], "reason": "move_ticket", "source": "planfile.store", "timestamp": "2026-09-19T17:21:43.578226+00:00"}], "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "code2llm", "code-smell", "shotgun-surgery"], "metadata": {"deduplication_key": "semcod/tagi:2521ebe187e61bb2:PLF-115"}, "name": "Address code smell: Shotgun Surgery: tags", "sprint": "current", "status": "open", "sync": {"github": {"id": "138", "key": "semcod/tagi#138", "url": "https://github.com/semcod/tagi/issues/138"}}, "updated_at": "2026-09-19T17:21:43.578177+00:00"}, "GITHUB-6": {"assignee": null, "backend": "github", "description": "<!-- planfile:deduplication-key=wellmanifest-docs-v04:semcod/tagi -->\n## Cel i etap\n\nKampania wellmanifest/docs v0.4.0 dla **semcod/tagi**. Etap: **PLAN / poczekalnia**.\nTo zgłoszenie nie uruchamia wykonawcy ani nie nadaje uprawnień do usuwania danych, zmiany chronionego CI lub samodzielnego merge.\n\nStandard: https://github.com/wellmanifest/docs/tree/867241833a7e69188d595505d116115736438c7a\nPrzed rozpoczęciem sprawdzić, czy istniejąca adopcja i zadania już realizują ten zakres; wznowić pasujące zadanie zamiast tworzyć konkurencyjne.\n\n## Obserwacja wejściowa (2026-09-14, lokalny checkout)\n\n- Rewizja: `3b550841ed6c7be485c5056a7a45aaae3a9f7d16`; liczba śledzonych Markdown pod docs/: **5**.\n- To inwentaryzacja ścieżek, nie aktualny audyt treści ani dowód duplikacji. Ponowić względem aktualnej gałęzi domyślnej `main`.\n- `docs/README.md`\n- `docs/configuration.md`\n- `docs/information/internal-dependencies.md`\n- `docs/provider-detection.md`\n- `docs/troubleshooting.md`\n\n## Zakres i kryteria odbioru\n\n- [ ] AC-01: Zmapować docs, indeksy, changelogi, obecne i historyczne tickety (Planfile/project/SQLite), issues i PR-y. Uzgodnić statusy z kodem oraz dowodami scalenia; nie zamykać zadań na podstawie starego TODO.\n- [ ] AC-02: Dla każdej rodziny dokumentów wskazać właściciela, kanoniczną ścieżkę i decyzję: zachować / zaktualizować / scalić / superseded. Podobieństwo tekstu nie jest dowodem zbędności; nie usuwać unikalnych wymagań, dowodów ani zarządzanych kopii standardów.\n- [ ] AC-03: Migrować małymi partiami do krótkich plików WIELKIMI_LITERAMI.md w odpowiednich kategoriach FEATURE, BUGFIX, SERVICE, INFORMATION, ANALYSIS, REFACTORING lub DECISION. Pilność zapisać jako P0–P3, nie jako typ dokumentu. Zachować wyjątki organizacyjne i zgodność historycznego v1.\n- [ ] AC-04: Zachować stare linki i kotwice przez poprawne mapy dawnych ścieżek; zaktualizować docs/README.md i odnośniki z changeloga bez powielania treści. Udokumentować każdą usuniętą kopię i dowód zachowania jej unikalnej treści; nie kasować historii ticketów.\n- [ ] AC-05: Przyjąć immutable pin standardu w procesie właściwym dla repo i podłączyć preflight oraz finalny checker do istniejącego CI. Sprawdzić zaufane base/HEAD. Globalny filtr fleet standardu ograniczony do subactor/* nie dowodzi pokrycia semcod/autogrammar; raportować i rozwiązać tę lukę bez obejścia bramy.\n- [ ] AC-06: DSL jest opcjonalny tylko dla formalnych FEATURE/BUGFIX; użyć parsera przypiętego przez policy-dsl.lock.json. DSL nie wykonuje testów ani nie zatwierdza zmiany. Nie przepisywać całej dokumentacji na DSL.\n- [ ] AC-07: Sprawdzić linki i kotwice, zachowanie wymagań, governance, testy projektu i ponowne uruchomienie bez dodatkowych zmian. Oddzielić liczbę plików od jakości i kompletności migracji.\n- [ ] AC-08: Osobny ograniczony ticket/worktree/PR zgodnie z zasadami repo; niezależny review i chroniona publikacja. Raport końcowy: pokrycie, pominięcia, konflikty, model rzeczywiście użyty, wyniki kontroli i URL scalonego PR.\n\n## Kolejność\n\nAudyt read-only → uzgodnienie istniejących zadań → plan migracji → pilotaż → małe partie → przegląd i publikacja.\nPierwsza grupa pilotażowa: semcod/koru, semcod/goal, semcod/taskand-glm53. Pozostałe repo oczekują oceny pilotażu; samo utworzenie issue nie włącza automatyzacji.\nNie nadpisywać brudnych checkoutów, nie zmieniać aplikacji ani statusów historycznych zadań w ramach samego porządkowania docs.\n\n## Powiązane wcześniejsze zgłoszenia\n\n- Audyt GitHub nie znalazł powiązanego zgłoszenia po tytule; nadal sprawdzić lokalne i historyczne zadania.\n\n\n---\n\n**Strategy Metadata:**\n- deduplication_key: wellmanifest-docs-v04:semcod/tagi\n- campaign: wellmanifest-docs-v04\n- standard_revision: 867241833a7e69188d595505d116115736438c7a\n- phase: PLAN\n", "external_id": "6", "history": [{"action": "update", "changes": ["sprint"], "reason": "move_ticket", "source": "planfile.store", "timestamp": "2026-09-19T17:21:44.611616+00:00"}], "integration": ["github"], "labels": ["documentation", "docs-standard-v04", "planning-only", "priority-normal", "planfile", "managed"], "metadata": {"deduplication_key": "wellmanifest-docs-v04:semcod/tagi"}, "name": "[DOCS] Standaryzacja dokumentacji, uzgodnienie historii i deduplikacja", "sprint": "current", "status": "open", "sync": {"github": {"id": "6", "key": "semcod/tagi#6", "url": "https://github.com/semcod/tagi/issues/6"}}, "updated_at": "2026-09-19T17:21:44.611586+00:00"}, "GITHUB-7": {"assignee": null, "backend": "github", "description": "<!-- planfile:deduplication-key=dev-quality-fleet-readiness-v1:semcod/tagi -->\n\nAudit date: 2026-09-15. Scope: this repository only; planning, not authorization to modify source or deploy.\n\nObserved local checkout SHA: `3b550841ed6c7be485c5056a7a45aaae3a9f7d16`. Local declared adoption status: `review-required`.\n\nComparison is against observed GitHub default-branch commits and VERSION, not an assertion that every changed commit requires an upgrade.\n\nNo declarations means unavailable evidence, not proof that no standard is followed. Select applicable wellmanifest packs; do not install every pack indiscriminately.\n\n- wellmanifest/docs: adopted `ebe7501063ef4f3e63ded610c2d3183010ca636e` (version None); observed upstream `aa92136b4e94f48355c39fb206286aba024c6aa4` (version 0.5.0); pin-differs-review-required. Declaration: `.governance/docs.json`.\n\n## Acceptance criteria\n\n- [ ] Reconcile actual applicable standard adoptions with deployed/default-branch state; record unknowns and exemptions.\n- [ ] For each differing pin, compare version and relevant artifacts; use the managed adopter in a separate bounded implementation ticket only when needed.\n- [ ] Preserve project overrides, dirty work, historical tasks and stable document links; never edit managed hashes to bypass validation.\n- [ ] Verify local Planfile ID to GitHub issue mapping and retry deduplication without broad bidirectional sync.\n- [ ] Run managed governance and stack checks after any separately authorized adoption; report declared versus protected-CI coverage.\n\nExisting related work (reconcile/reuse scope; do not duplicate implementation):\n- https://github.com/semcod/tagi/issues/6\n\n---\n\n**Strategy Metadata:**\n- deduplication_key: dev-quality-fleet-readiness-v1:semcod/tagi\n- planfile_id: PLF-012\n", "external_id": "7", "history": [{"action": "update", "changes": ["sprint"], "reason": "move_ticket", "source": "planfile.store", "timestamp": "2026-09-19T17:21:45.359903+00:00"}], "integration": ["github"], "labels": ["planfile", "managed"], "metadata": {"deduplication_key": "dev-quality-fleet-readiness-v1:semcod/tagi"}, "name": "[WELLMANIFEST] Reconcile adopted standards and verify Planfile delivery", "sprint": "current", "status": "open", "sync": {"github": {"id": "7", "key": "semcod/tagi#7", "url": "https://github.com/semcod/tagi/issues/7"}}, "updated_at": "2026-09-19T17:21:45.359877+00:00"}, "PLF-088": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T22:59:24.712993+00:00", "description": "<!-- planfile:deduplication-key=PLF-088 -->\ncode2llm reports `Data Clump: body, repo_path, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, repo_path, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "84", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: body, repo_path, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, repo_path, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T22:59:24.712993+00:00"}], "id": "PLF-088", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Data Clump: body, repo_path, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, repo_path, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "data-clump", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-088"}, "name": "Address code smell: Data Clump: body, repo_path, title", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:data_clump:src/tagi/cli/provider_commands.py:34:Data Clump: body, repo_path, title", "evidence": {"artifact": {"mtime_ns": 1789685545813892871, "path": "project/analysis.toon.yaml", "sha256": "56388ccd6ea846f313f89eee0672e29af4d29e58ce0898052bd8ff8ebb956a7b", "size_bytes": 10159}, "files": [{"mtime_ns": 1789683999494622908, "path": "src/tagi/cli/provider_commands.py", "sha256": "68ce18c77819dae347a71d285994bba864fa304bce74de2420ca81f96c3f8225", "size_bytes": 2695}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789685545874477122, "path": "project/planfile-tickets.yaml", "sha256": "b10db9962e41e134f1374ebe04fdb8c3effa635fcb0f2d59f06498c1ae2f5b2a", "size_bytes": 29760}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Data Clump: body, repo_path, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, repo_path, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_data_clump"}, "timestamp": "2026-09-17T22:59:24.712993+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "84", "key": "semcod/tagi#84", "url": "https://github.com/semcod/tagi/issues/84"}}, "updated_at": "2026-09-17T22:59:24.712993+00:00"}, "PLF-089": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:00:40.968749+00:00", "description": "<!-- planfile:deduplication-key=PLF-089 -->\ncode2llm reports `God Function: _calculate_complexity` in `src/tagi/heuristics/metrics.py:46`.\n\nFunction '_calculate_complexity' is oversized: CC=5, fan-out=6, mutations=10.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "85", "files": ["src/tagi/heuristics/metrics.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: _calculate_complexity` in `src/tagi/heuristics/metrics.py:46`.\n\nFunction '_calculate_complexity' is oversized: CC=5, fan-out=6, mutations=10.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:00:40.968749+00:00"}], "id": "PLF-089", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: _calculate_complexity` in `src/tagi/heuristics/metrics.py:46`.\n\nFunction '_calculate_complexity' is oversized: CC=5, fan-out=6, mutations=10.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-089"}, "name": "Address code smell: God Function: _calculate_complexity", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/heuristics/metrics.py:46:God Function: _calculate_complexity", "evidence": {"artifact": {"mtime_ns": 1789685545813892871, "path": "project/analysis.toon.yaml", "sha256": "56388ccd6ea846f313f89eee0672e29af4d29e58ce0898052bd8ff8ebb956a7b", "size_bytes": 10159}, "files": [{"mtime_ns": 1779811310790143885, "path": "src/tagi/heuristics/metrics.py", "sha256": "dcd2cc0255c4f2ee3eee8aaae72af3e54f0aa6a78598d290d61eb44299401b2d", "size_bytes": 6521}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789685545874477122, "path": "project/planfile-tickets.yaml", "sha256": "b10db9962e41e134f1374ebe04fdb8c3effa635fcb0f2d59f06498c1ae2f5b2a", "size_bytes": 29760}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: _calculate_complexity` in `src/tagi/heuristics/metrics.py:46`.\n\nFunction '_calculate_complexity' is oversized: CC=5, fan-out=6, mutations=10.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:00:40.968749+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "85", "key": "semcod/tagi#85", "url": "https://github.com/semcod/tagi/issues/85"}}, "updated_at": "2026-09-17T23:00:40.968749+00:00"}, "PLF-090": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:02:04.118321+00:00", "description": "<!-- planfile:deduplication-key=PLF-090 -->\ncode2llm reports `God Function: _calculate_impact` in `src/tagi/heuristics/metrics.py:78`.\n\nFunction '_calculate_impact' is oversized: CC=5, fan-out=3, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "86", "files": ["src/tagi/heuristics/metrics.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: _calculate_impact` in `src/tagi/heuristics/metrics.py:78`.\n\nFunction '_calculate_impact' is oversized: CC=5, fan-out=3, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:02:04.118321+00:00"}], "id": "PLF-090", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: _calculate_impact` in `src/tagi/heuristics/metrics.py:78`.\n\nFunction '_calculate_impact' is oversized: CC=5, fan-out=3, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-090"}, "name": "Address code smell: God Function: _calculate_impact", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/heuristics/metrics.py:78:God Function: _calculate_impact", "evidence": {"artifact": {"mtime_ns": 1789685545813892871, "path": "project/analysis.toon.yaml", "sha256": "56388ccd6ea846f313f89eee0672e29af4d29e58ce0898052bd8ff8ebb956a7b", "size_bytes": 10159}, "files": [{"mtime_ns": 1779811310790143885, "path": "src/tagi/heuristics/metrics.py", "sha256": "dcd2cc0255c4f2ee3eee8aaae72af3e54f0aa6a78598d290d61eb44299401b2d", "size_bytes": 6521}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789685545874477122, "path": "project/planfile-tickets.yaml", "sha256": "b10db9962e41e134f1374ebe04fdb8c3effa635fcb0f2d59f06498c1ae2f5b2a", "size_bytes": 29760}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: _calculate_impact` in `src/tagi/heuristics/metrics.py:78`.\n\nFunction '_calculate_impact' is oversized: CC=5, fan-out=3, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:02:04.118321+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "86", "key": "semcod/tagi#86", "url": "https://github.com/semcod/tagi/issues/86"}}, "updated_at": "2026-09-17T23:02:04.118321+00:00"}, "PLF-091": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:03:33.158245+00:00", "description": "<!-- planfile:deduplication-key=PLF-091 -->\ncode2llm reports `God Function: _load_config` in `src/tagi/config.py:30`.\n\nFunction '_load_config' is oversized: CC=13, fan-out=6, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "87", "files": ["src/tagi/config.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: _load_config` in `src/tagi/config.py:30`.\n\nFunction '_load_config' is oversized: CC=13, fan-out=6, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:03:33.158245+00:00"}], "id": "PLF-091", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: _load_config` in `src/tagi/config.py:30`.\n\nFunction '_load_config' is oversized: CC=13, fan-out=6, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-091"}, "name": "Address code smell: God Function: _load_config", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": 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"koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: _load_config` in `src/tagi/config.py:30`.\n\nFunction '_load_config' is oversized: CC=13, fan-out=6, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:03:33.158245+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "87", "key": "semcod/tagi#87", "url": "https://github.com/semcod/tagi/issues/87"}}, "updated_at": "2026-09-17T23:03:33.158245+00:00"}, "PLF-092": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:05:09.293887+00:00", "description": "<!-- planfile:deduplication-key=PLF-092 -->\ncode2llm reports `God Function: analyze_python_imports` in `src/tagi/analyzer/dependency_graph.py:9`.\n\nFunction 'analyze_python_imports' is oversized: CC=8, fan-out=6, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "88", "files": ["src/tagi/analyzer/dependency_graph.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: analyze_python_imports` in `src/tagi/analyzer/dependency_graph.py:9`.\n\nFunction 'analyze_python_imports' is oversized: CC=8, fan-out=6, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:05:09.293887+00:00"}], "id": "PLF-092", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: analyze_python_imports` in `src/tagi/analyzer/dependency_graph.py:9`.\n\nFunction 'analyze_python_imports' is oversized: CC=8, fan-out=6, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-092"}, "name": "Address code smell: God Function: analyze_python_imports", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/analyzer/dependency_graph.py:9:God Function: analyze_python_imports", "evidence": {"artifact": {"mtime_ns": 1789685545813892871, "path": "project/analysis.toon.yaml", "sha256": "56388ccd6ea846f313f89eee0672e29af4d29e58ce0898052bd8ff8ebb956a7b", 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`src/tagi/analyzer/dependency_graph.py:9`.\n\nFunction 'analyze_python_imports' is oversized: CC=8, fan-out=6, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:05:09.293887+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "88", "key": "semcod/tagi#88", "url": "https://github.com/semcod/tagi/issues/88"}}, "updated_at": "2026-09-17T23:05:09.293887+00:00"}, "PLF-093": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-17T23:06:54.291030+00:00", "description": "<!-- planfile:deduplication-key=PLF-093 -->\ncode2llm reports `God Function: apply_tags` in `src/tagi/heuristics/tags.py:12`.\n\nFunction 'apply_tags' is oversized: CC=11, fan-out=10, mutations=16.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "89", "files": ["src/tagi/heuristics/tags.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: apply_tags` in `src/tagi/heuristics/tags.py:12`.\n\nFunction 'apply_tags' is oversized: CC=11, fan-out=10, mutations=16.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:06:54.291030+00:00"}], "id": "PLF-093", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: apply_tags` in `src/tagi/heuristics/tags.py:12`.\n\nFunction 'apply_tags' is oversized: CC=11, fan-out=10, mutations=16.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", 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mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-17T23:08:50.360840+00:00"}], "id": "PLF-094", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: build_report_header` in `src/tagi/utils/summary_helpers.py:9`.\n\nFunction 'build_report_header' is oversized: CC=1, fan-out=2, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-094"}, "name": "Address code smell: God Function: build_report_header", "outputs": {"artifacts": [], "notes": []}, "priority": 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--planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: build_report_header` in `src/tagi/utils/summary_helpers.py:9`.\n\nFunction 'build_report_header' is oversized: CC=1, fan-out=2, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-17T23:08:50.360840+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "closed", "sync": {"github": {"id": "90", "key": "semcod/tagi#90", "url": "https://github.com/semcod/tagi/issues/90"}}, "updated_at": "2026-09-17T23:08:50.360840+00:00"}, "PLF-109": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T09:38:21.536635+00:00", "description": "<!-- planfile:deduplication-key=PLF-109 -->\ncode2llm reports `Data Clump: title, repo_path, body` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, repo_path, body) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "105", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: title, repo_path, body` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, repo_path, body) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest 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"timestamp": "2026-09-18T14:31:50.817670+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "closed", "sync": {"github": {"id": "120", "key": "semcod/tagi#120", "url": "https://github.com/semcod/tagi/issues/120"}}, "updated_at": "2026-09-18T14:31:50.817670+00:00"}, "PLF-119": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T14:43:06.846910+00:00", "description": "<!-- planfile:deduplication-key=PLF-119 -->\ncode2llm reports `src.tagi.utils.inspect_helpers.resolve_filtered_changes` at `src/tagi/utils/inspect_helpers.py:10` with cyclomatic complexity 17 (limit 15).\n\nExtract smaller functions, flatten conditionals, or split strategy branches. Re-run code2llm after the change and keep tests green.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "121", "files": ["src/tagi/utils/inspect_helpers.py"], "history": [{"action": "created", "message": "code2llm reports `src.tagi.utils.inspect_helpers.resolve_filtered_changes` at `src/tagi/utils/inspect_helpers.py:10` with cyclomatic complexity 17 (limit 15).\n\nExtract smaller functions, flatten conditionals, or split strategy branches. 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"2026-09-18T20:51:58.051382+00:00", "description": "<!-- planfile:deduplication-key=PLF-142 -->\ncode2llm reports `Data Clump: repo_path, body, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (repo_path, body, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "148", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: repo_path, body, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (repo_path, body, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T20:51:58.051382+00:00"}], "id": "PLF-142", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Data Clump: repo_path, body, title` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (repo_path, body, title) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "priority: normal", "code-smell", "data-clump", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-142"}, "name": "Address code smell: Data Clump: repo_path, body, title", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:data_clump:src/tagi/cli/provider_commands.py:34:Data Clump: repo_path, body, title", "evidence": {"artifact": {"mtime_ns": 1789764409471628814, "path": "project/analysis.toon.yaml", "sha256": "8272c84ad525516fbd4040cd83b4fb110a3f4e91aa510378427c65686d9f3018", "size_bytes": 10424}, "files": [{"mtime_ns": 1789739346063914074, "path": "src/tagi/cli/provider_commands.py", "sha256": "68ce18c77819dae347a71d285994bba864fa304bce74de2420ca81f96c3f8225", "size_bytes": 2695}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789764409534879854, "path": "project/planfile-tickets.yaml", "sha256": "e229a798269d410a9ccbb63568a783f63de2465f87ad7c4d3acd2a5c0b1ec43a", "size_bytes": 16701}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f 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"key": "semcod/tagi#148", "url": "https://github.com/semcod/tagi/issues/148"}}, "updated_at": "2026-09-18T20:51:58.051382+00:00"}, "PLF-143": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T21:27:31.437891+00:00", "description": "<!-- planfile:deduplication-key=PLF-143 -->\ncode2llm reports `God Function: group_changes` in `src/tagi/planner/grouper.py:10`.\n\nFunction 'group_changes' is oversized: CC=5, fan-out=9, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "149", "files": ["src/tagi/planner/grouper.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: group_changes` in `src/tagi/planner/grouper.py:10`.\n\nFunction 'group_changes' is oversized: CC=5, fan-out=9, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T21:27:31.437891+00:00"}], "id": "PLF-143", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: group_changes` in `src/tagi/planner/grouper.py:10`.\n\nFunction 'group_changes' is oversized: CC=5, fan-out=9, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "priority: normal", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-143"}, "name": "Address code smell: God Function: group_changes", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": 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"schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: group_changes` in `src/tagi/planner/grouper.py:10`.\n\nFunction 'group_changes' is oversized: CC=5, fan-out=9, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-18T21:27:31.437891+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "149", "key": "semcod/tagi#149", "url": "https://github.com/semcod/tagi/issues/149"}}, "updated_at": "2026-09-18T21:27:31.437891+00:00"}, "PLF-145": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-18T21:51:29.650993+00:00", "description": "<!-- planfile:deduplication-key=PLF-145 -->\ncode2llm reports `Data Clump: body, title, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, title, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "152", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: body, title, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, title, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-18T21:51:29.650993+00:00"}], "id": "PLF-145", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Data Clump: body, title, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, title, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "priority: normal", "code-smell", "data-clump", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-145"}, "name": "Address code smell: Data Clump: body, title, repo_path", "outputs": {"artifacts": [], 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--planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Data Clump: body, title, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (body, title, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_data_clump"}, "timestamp": "2026-09-18T21:51:29.650993+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "152", "key": "semcod/tagi#152", "url": "https://github.com/semcod/tagi/issues/152"}}, "updated_at": "2026-09-18T21:51:29.650993+00:00"}, "PLF-149": 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"2026-09-19T08:19:14.641869+00:00"}], "id": "PLF-149", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: publish_command` in `src/tagi/cli/publishing_commands.py:23`.\n\nFunction 'publish_command' is oversized: CC=11, fan-out=14, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "priority: normal", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-149"}, "name": "Address code smell: God Function: publish_command", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": 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--planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: publish_command` in `src/tagi/cli/publishing_commands.py:23`.\n\nFunction 'publish_command' is oversized: CC=11, fan-out=14, mutations=0.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-19T08:19:14.641869+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "158", "key": "semcod/tagi#158", "url": "https://github.com/semcod/tagi/issues/158"}}, "updated_at": "2026-09-19T08:19:14.641869+00:00"}, "PLF-152": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T09:23:37.677573+00:00", "description": "<!-- planfile:deduplication-key=PLF-152 -->\ncode2llm reports `Data Clump: title, body, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, body, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "162", "files": ["src/tagi/cli/provider_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Data Clump: title, body, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, body, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T09:23:37.677573+00:00"}], "id": "PLF-152", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Data Clump: title, body, repo_path` in `src/tagi/cli/provider_commands.py:34`.\n\nArguments (title, body, repo_path) are used together in multiple functions: src.tagi.cli.provider_commands._pr_spec, src.tagi.cli.provider_commands.create_pr, src.tagi.cli.provider_commands.create_mr.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "priority: normal", "code-smell", "data-clump", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-152"}, "name": "Address code smell: Data Clump: title, body, repo_path", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:data_clump:src/tagi/cli/provider_commands.py:34:Data Clump: title, body, repo_path", "evidence": {"artifact": {"mtime_ns": 1789807219128678462, "path": "project/analysis.toon.yaml", "sha256": "a9502e24eae6c96a2813522009e1147c99df0b92b64fc43761c84a0421cc05d6", "size_bytes": 10335}, "files": [{"mtime_ns": 1789739346063914074, "path": "src/tagi/cli/provider_commands.py", "sha256": "68ce18c77819dae347a71d285994bba864fa304bce74de2420ca81f96c3f8225", "size_bytes": 2695}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789807219187356177, "path": "project/planfile-tickets.yaml", "sha256": "09f4267be8bbb0b623e89df1b4ad1ff583984dcab632ff1913d74642fffd254a", "size_bytes": 16076}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source 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"2026-09-19T09:23:37.677573+00:00"}, "PLF-154": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T10:22:37.567988+00:00", "description": "<!-- planfile:deduplication-key=PLF-154 -->\ncode2llm reports `God Function: scan_repo` in `src/tagi/scanner/status.py:11`.\n\nFunction 'scan_repo' is oversized: CC=7, fan-out=15, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "166", "files": ["src/tagi/scanner/status.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: scan_repo` in `src/tagi/scanner/status.py:11`.\n\nFunction 'scan_repo' is oversized: CC=7, fan-out=15, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T10:22:37.567988+00:00"}], "id": "PLF-154", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: scan_repo` in `src/tagi/scanner/status.py:11`.\n\nFunction 'scan_repo' is oversized: CC=7, fan-out=15, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["priority-normal", "planfile", "managed", "koru", "nl-task", "llm-ready", "code2llm", "priority: normal", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "metadata": {"deduplication_key": "PLF-154"}, "name": "Address code smell: God Function: scan_repo", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/scanner/status.py:11:God Function: scan_repo", "evidence": {"artifact": {"mtime_ns": 1789813353805427459, "path": "project/analysis.toon.yaml", "sha256": "f1d18ecd10d02bf68405fbaa6d1f4aed3810ef5648f6751abd385aac2c885d3f", "size_bytes": 10381}, "files": [{"mtime_ns": 1789802617196896179, "path": "src/tagi/scanner/status.py", "sha256": "9b3ee07333cf0ae9ffcc6f3b02ead6d78b0c482d9994a0f4c84b528e9c944c29", "size_bytes": 1793}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789813353833486323, "path": "project/planfile-tickets.yaml", "sha256": "b4eaec2f196e1ecce19683ba5643c0f530a19e7ec6d4dd4a62d1fa3ac24f032d", "size_bytes": 14766}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `God Function: scan_repo` in `src/tagi/scanner/status.py:11`.\n\nFunction 'scan_repo' is oversized: CC=7, fan-out=15, mutations=8.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-19T10:22:37.567988+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "166", "key": "semcod/tagi#166", "url": "https://github.com/semcod/tagi/issues/166"}}, "updated_at": "2026-09-19T10:22:37.567988+00:00"}, "PLF-156": {"assignee": null, "backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T11:41:05.586678+00:00", "description": "<!-- planfile:deduplication-key=PLF-156 -->\ncode2llm reports `Shotgun Surgery: provider` in `src/tagi/cli/publishing_commands.py:23`.\n\nMutation of variable 'provider' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "169", "files": ["src/tagi/cli/publishing_commands.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: provider` in `src/tagi/cli/publishing_commands.py:23`.\n\nMutation of variable 'provider' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T11:41:05.586678+00:00"}], "id": "PLF-156", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: provider` in `src/tagi/cli/publishing_commands.py:23`.\n\nMutation of variable 'provider' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["planfile", "managed", "koru", "nl-task", "llm-ready", "priority-high", "priority: high", "code2llm", "code-smell", "shotgun-surgery", "priority: high", "priority: high", "priority: high", "priority: high", "priority: high", "priority: high", "priority: high"], "metadata": {"deduplication_key": "PLF-156"}, "name": "Address code smell: Shotgun Surgery: provider", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "code2llm:smell:shotgun_surgery:src/tagi/cli/publishing_commands.py:23:Shotgun Surgery: provider", "evidence": {"artifact": {"mtime_ns": 1789818000281070860, "path": "project/analysis.toon.yaml", "sha256": "cd908a3fbfce8ab1a9cb171c6ddd2c4d40624145f1441f5d326ee7e671012aac", "size_bytes": 10295}, "files": [{"mtime_ns": 1789817932257139916, "path": "src/tagi/cli/publishing_commands.py", "sha256": "542f145664f4f91fb291e1c1e5d781c33f4ac054622645e7c6aac58fb21568d8", "size_bytes": 5359}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789818000309685535, "path": "project/planfile-tickets.yaml", "sha256": "8895c5115dd230d0481573e88b83b8923b258e1938589013ec204cf9a5817478", "size_bytes": 16648}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Shotgun Surgery: provider` in `src/tagi/cli/publishing_commands.py:23`.\n\nMutation of variable 'provider' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_shotgun_surgery"}, "timestamp": "2026-09-19T11:41:05.586678+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "closed", "sync": {"github": {"id": "169", "key": "semcod/tagi#169", "url": "https://github.com/semcod/tagi/issues/169"}}, "updated_at": "2026-09-19T11:41:05.586678+00:00"}, "PLF-160": {"acceptance_criteria": [], "blocked_by": [], "blocks": [], "children": [], "contract_version": "planfile.ticket/v1", "created_at": "2026-09-19T17:29:12.755466Z", "description": "code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.\n\nFunction '_tag_change' is oversized: CC=2, fan-out=9, mutations=9.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/heuristics/tags.py:22:God Function: _tag_change", "dsl": "SODL/1 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"files": ["src/tagi/heuristics/tags.py"], "history": [], "id": "PLF-160", "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "name": "Address code smell: God Function: _tag_change", "priority": "normal", "source": {"context": {}, "timestamp": "2026-09-19T17:29:12.733568Z", "tool": "koru-scan"}, "sprint": "current", "status": "open", "sync": {}, "updated_at": "2026-09-19T17:29:12.755473Z"}, "PLF-161": {"acceptance_criteria": [], "blocked_by": [], "blocks": [], "children": [], "contract_version": "planfile.ticket/v1", "created_at": "2026-09-19T17:29:13.553848Z", "description": "code2llm reports `God Function: group_by_branch` in `src/tagi/planner/branch_grouper.py:7`.\n\nFunction 'group_by_branch' is oversized: CC=8, fan-out=9, mutations=12.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/planner/branch_grouper.py:7:God Function: group_by_branch", "dsl": "SODL/1 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"files": ["src/tagi/planner/branch_grouper.py"], "history": [], "id": "PLF-161", "labels": ["llm-ready", "code2llm", "code-smell", "god-function"], "name": "Address code smell: God Function: group_by_branch", "priority": "normal", "source": {"context": {}, "timestamp": "2026-09-19T17:29:13.529332Z", "tool": "koru-scan"}, "sprint": "current", "status": "open", "sync": {}, "updated_at": "2026-09-19T17:29:13.553856Z"}, "PLF-162": {"acceptance_criteria": [], "blocked_by": [], "blocks": [], "children": [], "contract_version": "planfile.ticket/v1", "created_at": "2026-09-19T17:29:14.217920Z", "description": "code2llm reports `God Function: group_changes` in `src/tagi/planner/grouper.py:10`.\n\nFunction 'group_changes' is oversized: CC=4, fan-out=9, mutations=7.\n\nMake the smallest refactor that removes the smell and run local tests.\n\ncode2llm-dedupe: code2llm:smell:god_function:src/tagi/planner/grouper.py:10:God Function: group_changes", "dsl": "SODL/1 id=evt_b95ba0e76679eda0c97bba36 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[{"action": "created", "message": "code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.\n\nFunction '_tag_change' is oversized: CC=2, fan-out=9, mutations=9.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T17:43:09.548402+00:00"}], "id": "PLF-171", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.\n\nFunction '_tag_change' is oversized: CC=2, fan-out=9, mutations=9.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal", "priority: normal", "priority: normal"], "name": "Address code smell: God Function: _tag_change", "outputs": {"artifacts": [], "notes": 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smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T18:16:24.472046+00:00"}], "id": "PLF-173", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: setup_logger` in `src/tagi/utils/logger.py:9`.\n\nFunction 'setup_logger' is oversized: CC=4, fan-out=13, mutations=14.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["koru", "nl-task", "llm-ready", "code2llm", "code-smell", "god-function", "priority: normal", "priority: normal", "priority: normal"], "name": "Address code smell: God Function: setup_logger", "outputs": {"artifacts": [], "notes": []}, "priority": "normal", "source": {"context": {"dedupe_key": "code2llm:smell:god_function:src/tagi/utils/logger.py:9:God Function: setup_logger", "evidence": {"artifact": {"mtime_ns": 1789838949904540410, "path": 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current."}, "input": "code2llm reports `God Function: setup_logger` in `src/tagi/utils/logger.py:9`.\n\nFunction 'setup_logger' is oversized: CC=4, fan-out=13, mutations=14.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_god_function"}, "timestamp": "2026-09-19T18:16:24.472046+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "189", "key": "semcod/tagi#189", "url": "https://github.com/semcod/tagi/issues/189"}}, "updated_at": "2026-09-19T18:16:24.472046+00:00"}, "PLF-174": {"backend": "github", "blocked_by": [], "blocks": [], "created_at": "2026-09-19T18:25:22.064458+00:00", "description": "code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.\n\nFunction 'summary_command' is oversized: CC=7, fan-out=13, mutations=17.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "190", "files": ["src/tagi/cli/utility_commands.py"], "history": [{"action": "created", "message": "code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.\n\nFunction 'summary_command' is oversized: CC=7, fan-out=13, mutations=17.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T18:25:22.064458+00:00"}], "id": "PLF-174", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.\n\nFunction 'summary_command' is oversized: CC=7, fan-out=13, mutations=17.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["koru", "nl-task", "llm-ready", "code2llm", "code-smell", 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Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "execution": {"attempt": 0, "max_attempts": 1, "queue": "default", "state": "ready"}, "executor": {"kind": "human", "mode": "interactive"}, "external_id": "193", "files": ["src/tagi/composer/_tags.py"], "history": [{"action": "created", "message": "code2llm reports `Shotgun Surgery: tags` in `src/tagi/composer/_tags.py:20`.\n\nMutation of variable 'tags' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "source": "koru task", "timestamp": "2026-09-19T19:49:31.353399+00:00"}], "id": "PLF-176", "inputs": {"api_headers": {}, "api_method": "GET", "api_timeout_seconds": 30.0, "env_keys": [], "prompt": "code2llm reports `Shotgun Surgery: tags` in `src/tagi/composer/_tags.py:20`.\n\nMutation of variable 'tags' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests."}, "integration": ["github"], "labels": ["koru", "nl-task", "llm-ready", "code2llm", "code-smell", "shotgun-surgery"], "name": "Address code smell: Shotgun Surgery: tags", "outputs": {"artifacts": [], "notes": []}, "priority": "high", "source": {"context": {"dedupe_key": "code2llm:smell:shotgun_surgery:src/tagi/composer/_tags.py:20:Shotgun Surgery: tags", "evidence": {"artifact": {"mtime_ns": 1789847360141767983, "path": "project/analysis.toon.yaml", "sha256": "661fceb25106c0f600fa86e3b2a2eb625295fb450e7315531abb66b52e13a02a", "size_bytes": 12168}, "files": [{"mtime_ns": 1789820644380550921, "path": "src/tagi/composer/_tags.py", "sha256": "84f953c3818378853cdb9345e86066e66fa04ccc0177985fdf2665c7fe5ebdc6", "size_bytes": 1361}], "kind": "code2llm_discovery", "planfile_tickets": {"mtime_ns": 1789847360243915139, "path": "project/planfile-tickets.yaml", "sha256": "c9219bc012e7516e3794f3e0b448f30861f9296138744f977d5f94044cbdfe2a", "size_bytes": 6743}, "regenerate_command": "code2llm /home/tom/github/semcod/tagi -f all -o /home/tom/github/semcod/tagi/project --no-chunk --exclude *.md --exclude plugins --planfile-apply --planfile-source koru-project-discovery --planfile-sprint current --planfile-project /home/tom/github/semcod/tagi --planfile-limit 20", "schema": "koru.ticket_evidence.v1", "staleness_check": "Regenerate artifacts and compare artifact.sha256 / files[].sha256 before assuming this ticket is still current."}, "input": "code2llm reports `Shotgun Surgery: tags` in `src/tagi/composer/_tags.py:20`.\n\nMutation of variable 'tags' spans 5 functions. Changing this logic requires work in many places.\n\nMake the smallest refactor that removes the smell and run local tests.", "signal": "code2llm_smell_shotgun_surgery"}, "timestamp": "2026-09-19T19:49:31.353399+00:00", "tool": "koru-project-discovery"}, "sprint": "current", "status": "open", "sync": {"github": {"id": "193", "key": "semcod/tagi#193", "url": "https://github.com/semcod/tagi/issues/193"}}, "updated_at": "2026-09-19T19:49:31.353399+00:00"}, "PLF-177": {"id": "PLF-177", "name": "Deduplicate cli tag helpers (_ensure_tag_prefix, _is_known_tag, _resolve_send_target)", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "high", "sprint": "current", "source": {"tool": "koru-project-discovery", "timestamp": "2026-09-19T21:13:19.158777Z", "context": {}}, "description": "Fresh redup scan (project/duplication.toon.yaml, 2026-09-19) flags copy-pasted helpers introduced by the cli module split:\n\n- _ensure_tag_prefix: 4 identical copies (src/tagi/cli/main.py:50, git_operations.py:21, publishing_commands.py:16, utility_commands.py:18) — 24 duplicated lines.\n- _resolve_send_target + _is_known_tag: duplicated between src/tagi/cli/main.py:57-83 and git_operations.py:28-56 (19+10 lines), with comment drift between the two copies.\n\nExtract these into one shared cli helper module (e.g. src/tagi/cli/tag_targets.py), import it from all four command modules, and keep behavior identical.\n\nAcceptance criteria:\n- redup scan of src/ reports no EXAC groups for these helpers (dup groups 7 -> <=4).\n- python -m pytest -q stays green (127 passed).", "acceptance_criteria": [], "labels": ["koru", "nl-task", "llm-ready", "project-discovery", "duplication"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/cli/main.py", "src/tagi/cli/git_operations.py", "src/tagi/cli/publishing_commands.py", "src/tagi/cli/utility_commands.py"], "sync": {}, "history": [], "dsl": "SODL/1 id=evt_6d8071ad9e575f187c0d44fc event_hash=09dee25ffd62e51fcf5519f07cf9cdb658a69ceb037eb39c11b0a66d7d2508f3 timestamp=2026-09-19T21%3A13%3A19.174193%2B00%3A00 kind=task source=planfile.ticket ticket_id=PLF-177 actor=koru-project-discovery oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-177%2Fcommand%2Fcreate mode=apply status=open correlation_id=PLF-177 causation_id=- input_hash=c3d47241fd79a8d7580afdb743ddae69f661a9bc415f8a9439190b58d9951b52 receipt_ref=- replayable=true data=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", "created_at": "2026-09-19T21:13:19.174193Z", "updated_at": "2026-09-19T21:13:19.174198Z"}, "PLF-178": {"id": "PLF-178", "name": "Add unit tests for analyzer/dependency_graph.py", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "high", "sprint": "current", "source": {"tool": "koru-project-discovery", "timestamp": "2026-09-19T21:13:25.331447Z", "context": {}}, "description": "src/tagi/analyzer/dependency_graph.py is the largest module in the codebase (276L, 16 functions, CC=7) and has no dedicated test coverage (verified 2026-09-19: no tests/ file imports it; only a path fixture mention).\n\nIt implements pure graph algorithms used by planning: build_dependency_graph, find_dependency_order, detect_cycles, get_critical_path, levels.\n\nAdd tests/test_dependency_graph.py covering:\n- build_dependency_graph from python import analysis (incl. _collect_import_names edge cases).\n- find_dependency_order: deterministic order, dependencies before dependents.\n- detect_cycles: acyclic graph -> [], cyclic graph -> reported cycle (incl. self-loop).\n- get_critical_path: longest path in a diamond graph.\n- levels/_drain_level partitioning.\n\nAcceptance criteria:\n- python -m pytest -q green with the new tests included.\n- Coverage of the module's public functions without mocking internals.", "acceptance_criteria": [], "labels": ["koru", "nl-task", "llm-ready", "project-discovery", "tests"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/analyzer/dependency_graph.py"], "sync": {}, "history": [], "dsl": "SODL/1 id=evt_7078a45181f0dc0a74954bb8 event_hash=6bc21c34be2c3bd2a2b9b78df0201095dfdbbf142a1d02d1c0d9b28f28f88bba timestamp=2026-09-19T21%3A13%3A25.344158%2B00%3A00 kind=task source=planfile.ticket ticket_id=PLF-178 actor=koru-project-discovery oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-178%2Fcommand%2Fcreate mode=apply status=open correlation_id=PLF-178 causation_id=- input_hash=ae3d0bc4ac06e679201e277c56e8950193680a23891a710c80eb024e664f08d2 receipt_ref=- replayable=true data=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", "created_at": "2026-09-19T21:13:25.344158Z", "updated_at": "2026-09-19T21:13:25.344165Z"}, "PLF-179": {"id": "PLF-179", "name": "Add unit tests for providers/koru.py (KoruProvider)", "contract_version": "planfile.ticket/v1", "status": "open", "priority": "normal", "sprint": "current", "source": {"tool": "koru-project-discovery", "timestamp": "2026-09-19T21:13:31.387416Z", "context": {}}, "description": "src/tagi/providers/koru.py (171L, CC=8) implements KoruProvider, including analyze_deployment_priority flagged by code2llm as high fan-out (10, limit 10 — project/project.toon.yaml ALERTS). It has no test coverage (verified 2026-09-19); github/gitlab providers each have a dedicated test module, koru does not.\n\nAdd tests/test_koru_provider.py following the test_github_provider.py/test_gitlab_provider.py pattern, covering:\n- is_authenticated / get_auth_status for token-present and token-missing cases.\n- analyze_deployment_priority output shape for representative inputs.\n- create_pr / detect_remote behavior with a stubbed transport.\n- Error paths (missing config, failed command).\n\nAcceptance criteria:\n- python -m pytest -q green with the new tests included.\n- No network access in tests (stub/mocked transport only).", "acceptance_criteria": [], "labels": ["koru", "nl-task", "llm-ready", "project-discovery", "tests"], "blocked_by": [], "blocks": [], "children": [], "files": ["src/tagi/providers/koru.py"], "sync": {}, "history": [], "dsl": "SODL/1 id=evt_66de8743a3eefd20e509044a event_hash=35a4ce7177c8b0a23e2cfef6be335c571ee64328a9a7ce75f2879f68559faad0 timestamp=2026-09-19T21%3A13%3A31.396943%2B00%3A00 kind=task source=planfile.ticket ticket_id=PLF-179 actor=koru-project-discovery oql=ticket.create uri=planfile%3A%2F%2Ftickets%2FPLF-179%2Fcommand%2Fcreate mode=apply status=open correlation_id=PLF-179 causation_id=- input_hash=efe4ccacd819cd7b58a15895e0fd785559b241912e310199661481ecb3252de5 receipt_ref=- replayable=true data=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", "created_at": "2026-09-19T21:13:31.396943Z", "updated_at": "2026-09-19T21:13:31.396952Z"}}}}}
\ No newline at end of file
diff --git a/project/README.md b/project/README.md
index b8c335a..2cf48ae 100644
--- a/project/README.md
+++ b/project/README.md
@@ -333,8 +333,8 @@ code2llm ./ -f yaml --separate-orphans
 
 **Generated by**: `code2llm ./ -f all --readme`  
 **Analysis Date**: 2026-09-19  
-**Total Functions**: 225  
+**Total Functions**: 229  
 **Total Classes**: 27  
-**Modules**: 75  
+**Modules**: 77  
 
 For more information about code2llm, visit: https://github.com/tom-sapletta/code2llm
diff --git a/project/analysis.toon.yaml b/project/analysis.toon.yaml
index 24a9178..3d65975 100644
--- a/project/analysis.toon.yaml
+++ b/project/analysis.toon.yaml
@@ -1,6 +1,6 @@
-# code2llm | 75f 5609L | python:66,yaml:5,txt:2,toml:1,shell:1 | 2026-09-19
-# generated in 0.03s
-# CC̅=2.9 | critical:0/225 | dups:0 | cycles:2
+# code2llm | 77f 5590L | python:68,yaml:5,txt:2,toml:1,shell:1 | 2026-09-19
+# generated in 0.01s
+# CC̅=2.8 | critical:0/229 | dups:0 | cycles:2
 
 HEALTH[0]: ok
 
@@ -14,13 +14,13 @@ PIPELINES[122]:
       PURITY: 100% pure
   [3] Src [_apply_sections]: _apply_sections
       PURITY: 100% pure
-  [4] Src [get_tag_for_path]: get_tag_for_path
+  [4] Src [get_tag_for_path]: get_tag_for_path → path_matches → path_key
       PURITY: 100% pure
   [5] Src [get_custom_tags_for_pattern]: get_custom_tags_for_pattern
       PURITY: 100% pure
   [6] Src [get_tag_color]: get_tag_color
       PURITY: 100% pure
-  [7] Src [get_heuristics_for_path]: get_heuristics_for_path
+  [7] Src [get_heuristics_for_path]: get_heuristics_for_path → path_matches → path_key
       PURITY: 100% pure
   [8] Src [get_tags_for_path]: get_tags_for_path
       PURITY: 100% pure
@@ -70,9 +70,9 @@ PIPELINES[122]:
       PURITY: 100% pure
   [31] Src [preview_changes]: preview_changes
       PURITY: 100% pure
-  [32] Src [group_by_branch]: group_by_branch
+  [32] Src [group_by_branch]: group_by_branch → run_command
       PURITY: 100% pure
-  [33] Src [get_branch_info]: get_branch_info
+  [33] Src [get_branch_info]: get_branch_info → run_command
       PURITY: 100% pure
   [34] Src [select_by_tags]: select_by_tags
       PURITY: 100% pure
@@ -84,11 +84,11 @@ PIPELINES[122]:
       PURITY: 100% pure
   [38] Src [filter_command]: filter_command → resolve_filtered_changes → _resolve_tag_enums → _normalize_tag
       PURITY: 100% pure
-  [39] Src [file_command]: file_command → get_diff
+  [39] Src [file_command]: file_command → get_diff → run_command
       PURITY: 100% pure
-  [40] Src [create_pr]: create_pr → get_provider → detect_git_provider
+  [40] Src [create_pr]: create_pr → get_provider → detect_git_provider → run_command
       PURITY: 100% pure
-  [41] Src [create_mr]: create_mr → get_provider → detect_git_provider
+  [41] Src [create_mr]: create_mr → get_provider → detect_git_provider → run_command
       PURITY: 100% pure
   [42] Src [scan_command]: scan_command → scan_and_tag
       PURITY: 100% pure
@@ -102,7 +102,7 @@ PIPELINES[122]:
       PURITY: 100% pure
   [47] Src [_resolve_send_target]: _resolve_send_target → _is_known_tag → _ensure_tag_prefix
       PURITY: 100% pure
-  [48] Src [detect_provider]: detect_provider → detect_provider_command → get_provider → detect_git_provider
+  [48] Src [detect_provider]: detect_provider → detect_provider_command → get_provider → detect_git_provider → ...(1 more)
       PURITY: 100% pure
   [49] Src [publish_command]: publish_command → scan_and_tag
       PURITY: 100% pure
@@ -110,9 +110,9 @@ PIPELINES[122]:
       PURITY: 100% pure
 
 LAYERS:
-  src/                            CC̄=2.9    ←in:0  →out:0
+  src/                            CC̄=2.8    ←in:0  →out:0
   │ dependency_graph           276L  1C   16m  CC=7      ←0
-  │ metrics                    228L  0C   11m  CC=5      ←1
+  │ metrics                    223L  0C   11m  CC=5      ←1
   │ design_tokens              221L  7C    3m  CC=2      ←0
   │ utility_commands           211L  0C    5m  CC=10     ←0
   │ koru                       171L  2C   10m  CC=8      ←0
@@ -121,30 +121,30 @@ LAYERS:
   │ formats                    141L  0C    9m  CC=5      ←0
   │ publishing_commands        139L  0C    3m  CC=11     ←0
   │ hooks                      127L  0C    7m  CC=5      ←1
-  │ config                     126L  1C   12m  CC=4      ←5
   │ inspection_commands        120L  0C    3m  CC=7      ←0
   │ change_filter              120L  0C    9m  CC=5      ←5
+  │ config                     118L  1C   12m  CC=4      ←5
   │ main                       113L  0C    6m  CC=5      ←1
   │ summary_helpers            113L  0C    5m  CC=5      ←0
   │ sorter                     104L  0C    3m  CC=5      ←1
   │ core_commands               94L  0C    5m  CC=7      ←0
-  │ tags                        89L  0C    5m  CC=4      ←0
-  │ branch_grouper              88L  0C    2m  CC=8      ←0
-  │ provider_commands           79L  0C    5m  CC=4      ←1
+  │ tags                        88L  0C    5m  CC=4      ←0
+  │ branch_grouper              81L  0C    2m  CC=8      ←0
   │ display_utils               79L  0C    4m  CC=5      ←3
+  │ provider_commands           78L  0C    5m  CC=4      ←1
   │ grouper                     74L  0C    4m  CC=5      ←0
-  │ git                         72L  1C    9m  CC=4      ←0
   │ logger                      71L  0C    2m  CC=4      ←2
-  │ base                        70L  2C    8m  CC=2      ←0
-  │ status                      66L  0C    2m  CC=7      ←0
+  │ git                         67L  1C    9m  CC=4      ←0
+  │ base                        66L  2C    8m  CC=2      ←0
   │ commit_message              64L  0C    2m  CC=5      ←1
   │ change                      60L  4C    1m  CC=1      ←0
+  │ status                      60L  0C    2m  CC=7      ←0
   │ llx_adapter                 55L  1C    4m  CC=4      ←0
-  │ detect_provider             54L  0C    2m  CC=4      ←4
   │ _tags                       52L  0C    4m  CC=7      ←2
-  │ gitlab                      47L  1C    5m  CC=4      ←0
+  │ detect_provider             52L  0C    2m  CC=5      ←4
   │ __init__                    47L  0C    0m  CC=0.0    ←0
   │ pr                          46L  0C    2m  CC=5      ←2
+  │ gitlab                      45L  1C    5m  CC=4      ←0
   │ selector                    44L  0C    5m  CC=8      ←1
   │ preview                     43L  0C    2m  CC=7      ←0
   │ change_stats                42L  0C    2m  CC=1      ←3
@@ -152,23 +152,25 @@ LAYERS:
   │ publish_helpers             40L  0C    2m  CC=1      ←1
   │ summary                     39L  0C    2m  CC=8      ←0
   │ publish                     39L  1C    4m  CC=3      ←0
-  │ github                      38L  1C    5m  CC=2      ←0
+  │ github                      36L  1C    5m  CC=2      ←0
   │ send_helpers                34L  0C    1m  CC=2      ←2
   │ risk                        33L  0C    2m  CC=3      ←7
   │ auth                        32L  0C    2m  CC=2      ←2
   │ __init__                    32L  0C    0m  CC=0.0    ←0
-  │ files                       29L  0C    1m  CC=7      ←1
-  │ diff                        29L  0C    2m  CC=1      ←1
   │ scan_utils                  25L  0C    1m  CC=3      ←5
+  │ files                       25L  0C    1m  CC=7      ←1
   │ inspect_helpers             25L  0C    0m  CC=0.0    ←0
+  │ paths                       24L  0C    3m  CC=1      ←3
   │ line_builder                23L  1C    4m  CC=1      ←0
   │ plan                        23L  2C    0m  CC=0.0    ←0
   │ _templates                  21L  0C    1m  CC=2      ←1
   │ rules                       20L  0C    3m  CC=1      ←0
+  │ commands                    20L  0C    1m  CC=1      ←8
   │ __init__                    18L  0C    0m  CC=0.0    ←0
   │ group                       16L  1C    0m  CC=0.0    ←0
   │ detector                    15L  0C    1m  CC=3      ←0
   │ __init__                    14L  0C    0m  CC=0.0    ←0
+  │ diff                        13L  0C    2m  CC=1      ←1
   │ __init__                    13L  0C    0m  CC=0.0    ←0
   │ __init__                    13L  0C    0m  CC=0.0    ←0
   │ __init__                    12L  0C    0m  CC=0.0    ←0
@@ -192,7 +194,20 @@ LAYERS:
   │ generated-cli-tests.testql.toon.yaml    20L  0C    0m  CC=0.0    ←0
   │
 
-COUPLING: no cross-package imports detected
+COUPLING:
+                        src.tagi      tagi.utils    tagi.scanner  tagi.providers        tagi.cli    tagi.planner   tagi.executor
+        src.tagi              ──               3               4              ←8               1                                  hub
+      tagi.utils              ←3              ──              ←4              ←1              ←4              ←2              ←1  hub
+    tagi.scanner               2               4              ──                                                                
+  tagi.providers               8               1                              ──                                                  !! fan-out
+        tagi.cli              ←1               4                                              ──                                
+    tagi.planner                               2                                                              ──                
+   tagi.executor                               1                                                                              ──
+  CYCLES: 2
+  HUB: tagi.utils/ (fan-in=15)
+  HUB: src.tagi/ (fan-in=10)
+  SMELL: src.tagi/ fan-out=8 → split needed
+  SMELL: tagi.providers/ fan-out=9 → split needed
 
 EXTERNAL:
   validation: run `vallm batch .` → validation.toon
diff --git a/project/calls.mmd b/project/calls.mmd
index 6616f89..7020803 100644
--- a/project/calls.mmd
+++ b/project/calls.mmd
@@ -1,143 +1,169 @@
 flowchart LR
-%% generated in 0.00s
+%% generated in 0.01s
     subgraph src__tagi
-        src__tagi__analyzer__dependency_graph__detect_cycles["detect_cycles"]
-        src__tagi__cli__main___is_known_tag["_is_known_tag"]
-        src__tagi__providers__gitlab__GitLabProvider__get_auth_status["get_auth_status"]
-        src__tagi__composer__formats__generate_simple_message["generate_simple_message"]
+        src__tagi__analyzer__dependency_graph___mark["_mark"]
+        src__tagi__providers__utils__auth__get_auth_status_from_result["get_auth_status_from_result"]
+        src__tagi__utils__summary_helpers__build_statistics_section["build_statistics_section"]
+        src__tagi__cli__utility_commands__hooks_command["hooks_command"]
+        src__tagi__cli__git_operations__send_command["send_command"]
+        src__tagi__analyzer__metrics__MetricsCollector__collect["collect"]
+        src__tagi__composer__formats___detailed_file_lines["_detailed_file_lines"]
+        src__tagi__config__Config__get_heuristics_for_path["get_heuristics_for_path"]
+        src__tagi__heuristics__tags___size_tags["_size_tags"]
+        src__tagi__utils__change_filter___normalize_tag["_normalize_tag"]
+        src__tagi__utils__change_filter__filter_changes_by_tag["filter_changes_by_tag"]
+        src__tagi__composer__formats__generate_conventional_message["generate_conventional_message"]
+        src__tagi__cli__publishing_commands__publish_command["publish_command"]
+        src__tagi__composer__commit_message___improve_with_llm["_improve_with_llm"]
+        src__tagi__composer___tags__infer_scope["infer_scope"]
+        src__tagi__utils__send_helpers__create_change_group["create_change_group"]
+        src__tagi__analyzer__dependency_graph___cycle_from["_cycle_from"]
+        src__tagi__hooks___pre_commit_hook["_pre_commit_hook"]
+        src__tagi__analyzer__dependency_graph___next_critical_node["_next_critical_node"]
+        src__tagi__cli__utility_commands___ensure_tag_prefix["_ensure_tag_prefix"]
+        src__tagi__cli__inspection_commands__inspect_command["inspect_command"]
+        src__tagi__cli__utility_commands__summary_command["summary_command"]
+        src__tagi__config__load_config["load_config"]
+        src__tagi__heuristics__rules__get_custom_rules["get_custom_rules"]
+        src__tagi__cli__publishing_commands__deploy_command["deploy_command"]
+        src__tagi__composer___templates__render_template["render_template"]
+        src__tagi__utils__publish_helpers__create_publish_group["create_publish_group"]
+        src__tagi__utils__paths__path_key["path_key"]
+        src__tagi__composer___tags__all_tags["all_tags"]
+        src__tagi__hooks__install_hooks["install_hooks"]
         src__tagi__cli__inspection_commands__filter_command["filter_command"]
-        src__tagi__cli__provider_commands___pr_spec["_pr_spec"]
+        src__tagi__hooks__check_hooks_installed["check_hooks_installed"]
         src__tagi__heuristics__metrics___calculate_complexity["_calculate_complexity"]
-        src__tagi__hooks__install_hooks["install_hooks"]
-        src__tagi__cli__core_commands__list_groups_command["list_groups_command"]
+        src__tagi__cli__git_operations___resolve_send_target["_resolve_send_target"]
+        src__tagi__cli__display_utils___display_changes_grouped["_display_changes_grouped"]
+        src__tagi__cli__core_commands__scan_command["scan_command"]
+        src__tagi__composer__formats__generate_simple_message["generate_simple_message"]
+        src__tagi__heuristics__scoring___change_type_risk_weight["_change_type_risk_weight"]
+        src__tagi__cli__display_utils___format_tags["_format_tags"]
+        src__tagi__config__Config__get_tag_for_path["get_tag_for_path"]
+        src__tagi__heuristics__metrics___calculate_test_impact["_calculate_test_impact"]
+        src__tagi__heuristics__metrics___extension_complexity_weight["_extension_complexity_weight"]
+        src__tagi__utils__change_filter___changes_matching_any["_changes_matching_any"]
+        src__tagi__analyzer__dependency_graph__analyze_python_imports["analyze_python_imports"]
+        src__tagi__cli__main__detect_provider["detect_provider"]
+        src__tagi__planner__grouper__group_by_tag["group_by_tag"]
+        src__tagi__cli__git_operations___execute_git_operations["_execute_git_operations"]
+        src__tagi__cli__core_commands__list_command["list_command"]
+        src__tagi__composer__formats___describe_changes["_describe_changes"]
+        src__tagi__planner__selector__select_changes_by_tag["select_changes_by_tag"]
+        src__tagi__utils__change_filter__filter_changes_by_tags_all["filter_changes_by_tags_all"]
+        src__tagi__utils__change_filter__resolve_filtered_changes["resolve_filtered_changes"]
+        src__tagi__utils__risk__average_risk["average_risk"]
+        src__tagi__composer___tags__summary_tag["summary_tag"]
+        src__tagi__cli__core_commands___do_list_groups["_do_list_groups"]
+        src__tagi__analyzer__dependency_graph__get_critical_path["get_critical_path"]
+        src__tagi__planner__grouper___get_primary_tag["_get_primary_tag"]
+        src__tagi__hooks__uninstall_hooks["uninstall_hooks"]
+        src__tagi__planner__sorter__group_by_complexity["group_by_complexity"]
         src__tagi__cli__git_operations___ensure_tag_prefix["_ensure_tag_prefix"]
-        src__tagi__cli__git_operations___is_known_tag["_is_known_tag"]
-        src__tagi__heuristics__tags___custom_config_tags["_custom_config_tags"]
         src__tagi__heuristics__rules__get_custom_heuristics["get_custom_heuristics"]
-        src__tagi__analyzer__dependency_graph___dfs_visit["_dfs_visit"]
-        src__tagi__utils__send_helpers__create_change_group["create_change_group"]
-        src__tagi__providers__utils__pr__build_pr_command["build_pr_command"]
-        src__tagi__cli__provider_commands__create_mr["create_mr"]
-        src__tagi__utils__change_filter___resolve_tag_enums["_resolve_tag_enums"]
+        src__tagi__analyzer__dependency_graph___longest_path_length["_longest_path_length"]
+        src__tagi__utils__paths__path_endswith["path_endswith"]
         src__tagi__heuristics__tags___tag_change["_tag_change"]
-        src__tagi__cli__provider_commands___current_branch["_current_branch"]
-        src__tagi__utils__change_filter___changes_matching_tag["_changes_matching_tag"]
-        src__tagi__providers__utils__pr__execute_pr_command["execute_pr_command"]
-        src__tagi__scanner__diff__get_diff["get_diff"]
-        src__tagi__cli__inspection_commands__file_command["file_command"]
-        src__tagi__cli__main__setup_logging["setup_logging"]
-        src__tagi__config__load_config["load_config"]
-        src__tagi__heuristics__scoring___tag_risk_weight["_tag_risk_weight"]
-        src__tagi__cli__git_operations___execute_git_operations["_execute_git_operations"]
-        src__tagi__composer___tags__all_tag_values["all_tag_values"]
+        src__tagi__cli__main___configure_command_logging["_configure_command_logging"]
+        src__tagi__planner__grouper__group_changes["group_changes"]
+        src__tagi__composer__formats___commit_type["_commit_type"]
+        src__tagi__utils__change_filter___resolve_tag_enums["_resolve_tag_enums"]
+        src__tagi__heuristics__scoring___lines_risk_weight["_lines_risk_weight"]
         src__tagi__heuristics__tags__apply_path_tags["apply_path_tags"]
-        src__tagi__analyzer__dependency_graph__build_dependency_graph["build_dependency_graph"]
-        src__tagi__utils__publish_helpers__create_publish_group["create_publish_group"]
-        src__tagi__providers__github__GitHubProvider__is_authenticated["is_authenticated"]
-        src__tagi__composer__formats__generate_conventional_message["generate_conventional_message"]
-        src__tagi__analyzer__dependency_graph___collect_import_names["_collect_import_names"]
-        src__tagi__analyzer__dependency_graph__get_critical_path["get_critical_path"]
-        src__tagi__composer___templates__render_template["render_template"]
-        src__tagi__utils__change_filter___changes_matching_all["_changes_matching_all"]
-        src__tagi__cli__main___resolve_send_target["_resolve_send_target"]
-        src__tagi__cli__utility_commands___ensure_tag_prefix["_ensure_tag_prefix"]
-        src__tagi__planner__grouper___get_primary_tag["_get_primary_tag"]
-        src__tagi__cli__display_utils___display_changes_grouped["_display_changes_grouped"]
-        src__tagi__cli__utility_commands__hooks_command["hooks_command"]
-        src__tagi__cli__inspection_commands__inspect_command["inspect_command"]
-        src__tagi__utils__change_filter__resolve_filtered_changes["resolve_filtered_changes"]
-        src__tagi__scanner__status__scan_repo["scan_repo"]
+        src__tagi__utils__publish_helpers__detect_and_get_provider["detect_and_get_provider"]
+        src__tagi__heuristics__metrics___extension_impact_weight["_extension_impact_weight"]
+        src__tagi__cli__display_utils___display_groups["_display_groups"]
+        src__tagi__composer__summary__generate_summary["generate_summary"]
+        src__tagi__utils__change_filter___changes_matching_tag["_changes_matching_tag"]
         src__tagi__heuristics__scoring__calculate_risk_score["calculate_risk_score"]
-        src__tagi__cli__provider_commands__detect_provider_command["detect_provider_command"]
-        src__tagi__cli__scan_utils__scan_and_tag["scan_and_tag"]
-        src__tagi__cli__core_commands___do_list_groups["_do_list_groups"]
-        src__tagi__cli__publishing_commands___ensure_tag_prefix["_ensure_tag_prefix"]
+        src__tagi__utils__paths__path_matches["path_matches"]
         src__tagi__analyzer__dependency_graph___find_longest_start["_find_longest_start"]
-        src__tagi__hooks___pre_commit_hook["_pre_commit_hook"]
-        src__tagi__cli__display_utils___display_groups["_display_groups"]
-        src__tagi__composer__formats___commit_type["_commit_type"]
+        src__tagi__utils__change_filter___changes_matching_all["_changes_matching_all"]
+        src__tagi__composer__formats___count_tags["_count_tags"]
+        src__tagi__cli__inspection_commands__file_command["file_command"]
+        src__tagi__cli__main___is_known_tag["_is_known_tag"]
+        src__tagi__utils__change_filter__filter_changes_by_tags_any["filter_changes_by_tags_any"]
+        src__tagi__cli__main___ensure_tag_prefix["_ensure_tag_prefix"]
+        src__tagi__cli__git_operations__auto_command["auto_command"]
+        src__tagi__utils__change_stats__calculate_tag_statistics["calculate_tag_statistics"]
         src__tagi__heuristics__metrics___calculate_dependency_depth["_calculate_dependency_depth"]
-        src__tagi__composer__summary__generate_summary["generate_summary"]
-        src__tagi__config__Config__should_ignore["should_ignore"]
+        src__tagi__utils__change_stats__display_statistics_table["display_statistics_table"]
+        src__tagi__composer__commit_message__generate_commit_message["generate_commit_message"]
+        src__tagi__providers__utils__pr__build_pr_command["build_pr_command"]
+        src__tagi__utils__risk__total_lines_changed["total_lines_changed"]
+        src__tagi__heuristics__scoring___tag_risk_weight["_tag_risk_weight"]
+        src__tagi__analyzer__dependency_graph___collect_import_names["_collect_import_names"]
+        src__tagi__heuristics__tags__apply_tags["apply_tags"]
+        src__tagi__composer__formats__generate_detailed_message["generate_detailed_message"]
+        src__tagi__cli__core_commands__stats_command["stats_command"]
+        src__tagi__analyzer__dependency_graph__detect_cycles["detect_cycles"]
+        src__tagi__cli__display_utils___display_changes["_display_changes"]
+        src__tagi__cli__git_operations___is_known_tag["_is_known_tag"]
         src__tagi__heuristics__metrics___calculate_impact["_calculate_impact"]
-        src__tagi__providers__gitlab__GitLabProvider__create_pr["create_pr"]
-        src__tagi__heuristics__metrics___extension_complexity_weight["_extension_complexity_weight"]
-        src__tagi__hooks__uninstall_hooks["uninstall_hooks"]
-        src__tagi__utils__change_filter___changes_matching_any["_changes_matching_any"]
-        src__tagi__composer__commit_message___improve_with_llm["_improve_with_llm"]
+        src__tagi__hooks__run_hook["run_hook"]
+        src__tagi__providers__utils__auth__is_authenticated_from_result["is_authenticated_from_result"]
+        src__tagi__composer__formats__generate_oneline_message["generate_oneline_message"]
+        src__tagi__heuristics__tags___custom_config_tags["_custom_config_tags"]
+        src__tagi__composer___tags__all_tag_values["all_tag_values"]
+        src__tagi__providers__utils__pr__execute_pr_command["execute_pr_command"]
+        src__tagi__cli__main__setup_logging["setup_logging"]
         src__tagi__hooks__list_hooks["list_hooks"]
-        src__tagi__analyzer__dependency_graph__analyze_python_imports["analyze_python_imports"]
+        src__tagi__config__Config__should_ignore["should_ignore"]
+        src__tagi__cli__main___resolve_send_target["_resolve_send_target"]
         src__tagi__utils__logger__setup_logger["setup_logger"]
-        src__tagi__cli__publishing_commands__publish_command["publish_command"]
-        src__tagi__analyzer__dependency_graph___mark["_mark"]
-        src__tagi__analyzer__dependency_graph___reconstruct_critical_path["_reconstruct_critical_path"]
-        src__tagi__utils__change_filter__filter_changes_by_tags_any["filter_changes_by_tags_any"]
-        src__tagi__hooks___hooks_dir["_hooks_dir"]
-        src__tagi__cli__utility_commands__summary_command["summary_command"]
-        src__tagi__composer__formats__generate_detailed_message["generate_detailed_message"]
-        src__tagi__heuristics__metrics___extension_impact_weight["_extension_impact_weight"]
-        src__tagi__composer__formats__generate_oneline_message["generate_oneline_message"]
-        src__tagi__cli__main__detect_provider["detect_provider"]
-        src__tagi__composer__formats___count_tags["_count_tags"]
-        src__tagi__hooks__check_hooks_installed["check_hooks_installed"]
-        src__tagi__heuristics__tags___size_tags["_size_tags"]
+        src__tagi__cli__scan_utils__scan_and_tag["scan_and_tag"]
         src__tagi__heuristics__rules___get_config_attr["_get_config_attr"]
-        src__tagi__analyzer__dependency_graph___longest_path_length["_longest_path_length"]
-        src__tagi__cli__main___configure_command_logging["_configure_command_logging"]
+        src__tagi__heuristics__metrics___calculate_stability["_calculate_stability"]
         src__tagi__cli__utility_commands__draft_command["draft_command"]
-        src__tagi__composer___tags__summary_tag["summary_tag"]
-        src__tagi__utils__risk__average_risk["average_risk"]
-        src__tagi__composer__formats___describe_changes["_describe_changes"]
-        src__tagi__providers__utils__auth__is_authenticated_from_result["is_authenticated_from_result"]
-        src__tagi__cli__git_operations__send_command["send_command"]
-        src__tagi__hooks__run_hook["run_hook"]
-        src__tagi__planner__selector__select_changes_by_tag["select_changes_by_tag"]
         src__tagi__heuristics__metrics__calculate_metrics["calculate_metrics"]
-        src__tagi__scanner__status__parse_status["parse_status"]
-        src__tagi__heuristics__metrics___calculate_stability["_calculate_stability"]
-        src__tagi__cli__display_utils___format_tags["_format_tags"]
-        src__tagi__cli__git_operations___resolve_send_target["_resolve_send_target"]
-        src__tagi__planner__grouper__group_changes["group_changes"]
-        src__tagi__heuristics__metrics___calculate_test_impact["_calculate_test_impact"]
-        src__tagi__utils__detect_provider__get_provider["get_provider"]
-        src__tagi__heuristics__tags__apply_tags["apply_tags"]
-        src__tagi__providers__utils__auth__get_auth_status_from_result["get_auth_status_from_result"]
-        src__tagi__utils__change_filter__filter_changes_by_tag["filter_changes_by_tag"]
-        src__tagi__providers__github__GitHubProvider__get_auth_status["get_auth_status"]
-        src__tagi__scanner__files__count_lines_changed["count_lines_changed"]
-        src__tagi__composer__formats___detailed_file_lines["_detailed_file_lines"]
-        src__tagi__cli__display_utils___display_changes["_display_changes"]
-        src__tagi__planner__grouper__group_by_tag["group_by_tag"]
-        src__tagi__analyzer__metrics__MetricsCollector__collect["collect"]
-        src__tagi__utils__risk__total_lines_changed["total_lines_changed"]
-        src__tagi__cli__core_commands__list_command["list_command"]
-        src__tagi__providers__gitlab__GitLabProvider__is_authenticated["is_authenticated"]
-        src__tagi__planner__sorter__sort_by_complexity["sort_by_complexity"]
-        src__tagi__cli__provider_commands__create_pr["create_pr"]
-        src__tagi__analyzer__dependency_graph___cycle_from["_cycle_from"]
-        src__tagi__utils__change_stats__calculate_tag_statistics["calculate_tag_statistics"]
-        src__tagi__utils__publish_helpers__detect_and_get_provider["detect_and_get_provider"]
-        src__tagi__cli__core_commands__stats_command["stats_command"]
-        src__tagi__composer__commit_message__generate_commit_message["generate_commit_message"]
-        src__tagi__cli__publishing_commands__deploy_command["deploy_command"]
-        src__tagi__utils__summary_helpers__build_statistics_section["build_statistics_section"]
-        src__tagi__cli__main___ensure_tag_prefix["_ensure_tag_prefix"]
-        src__tagi__utils__change_filter__filter_changes_by_tags_all["filter_changes_by_tags_all"]
-        src__tagi__cli__core_commands__scan_command["scan_command"]
-        src__tagi__composer___tags__all_tags["all_tags"]
-        src__tagi__heuristics__scoring___lines_risk_weight["_lines_risk_weight"]
-        src__tagi__cli__git_operations__auto_command["auto_command"]
+        src__tagi__cli__core_commands__list_groups_command["list_groups_command"]
+        src__tagi__cli__publishing_commands___ensure_tag_prefix["_ensure_tag_prefix"]
+        src__tagi__analyzer__dependency_graph___dfs_visit["_dfs_visit"]
+        src__tagi__analyzer__dependency_graph___reconstruct_critical_path["_reconstruct_critical_path"]
         src__tagi__cli__git_operations___filter_by_tag["_filter_by_tag"]
-        src__tagi__utils__change_filter___normalize_tag["_normalize_tag"]
-        src__tagi__utils__detect_provider__detect_git_provider["detect_git_provider"]
-        src__tagi__heuristics__rules__get_custom_rules["get_custom_rules"]
-        src__tagi__analyzer__dependency_graph___next_critical_node["_next_critical_node"]
-        src__tagi__composer___tags__infer_scope["infer_scope"]
-        src__tagi__planner__sorter__group_by_complexity["group_by_complexity"]
-        src__tagi__utils__change_stats__display_statistics_table["display_statistics_table"]
-        src__tagi__providers__github__GitHubProvider__create_pr["create_pr"]
-        src__tagi__heuristics__scoring___change_type_risk_weight["_change_type_risk_weight"]
+        src__tagi__hooks___hooks_dir["_hooks_dir"]
+        src__tagi__analyzer__dependency_graph__build_dependency_graph["build_dependency_graph"]
+        src__tagi__planner__sorter__sort_by_complexity["sort_by_complexity"]
+    end
+    subgraph tagi__cli
+        tagi__cli__provider_commands__detect_provider_command["detect_provider_command"]
+        tagi__cli__provider_commands__create_pr["create_pr"]
+        tagi__cli__provider_commands__create_mr["create_mr"]
+        tagi__cli__provider_commands___current_branch["_current_branch"]
+        tagi__cli__provider_commands___pr_spec["_pr_spec"]
+    end
+    subgraph tagi__executor
+        tagi__executor__git__GitExecutor___run_command["_run_command"]
+    end
+    subgraph tagi__planner
+        tagi__planner__branch_grouper__group_by_branch["group_by_branch"]
+        tagi__planner__branch_grouper__get_branch_info["get_branch_info"]
+    end
+    subgraph tagi__providers
+        tagi__providers__gitlab__GitLabProvider__is_authenticated["is_authenticated"]
+        tagi__providers__github__GitHubProvider__is_authenticated["is_authenticated"]
+        tagi__providers__github__GitHubProvider__get_auth_status["get_auth_status"]
+        tagi__providers__base__BaseProvider___run_command["_run_command"]
+        tagi__providers__github__GitHubProvider__create_pr["create_pr"]
+        tagi__providers__gitlab__GitLabProvider__get_auth_status["get_auth_status"]
+        tagi__providers__gitlab__GitLabProvider__create_pr["create_pr"]
+    end
+    subgraph tagi__scanner
+        tagi__scanner__status__scan_repo["scan_repo"]
+        tagi__scanner__files__count_lines_changed["count_lines_changed"]
+        tagi__scanner__diff__get_staged_diff["get_staged_diff"]
+        tagi__scanner__diff__get_diff["get_diff"]
+        tagi__scanner__status__parse_status["parse_status"]
+    end
+    subgraph tagi__utils
+        tagi__utils__detect_provider__get_provider["get_provider"]
+        tagi__utils__detect_provider__detect_git_provider["detect_git_provider"]
+        tagi__utils__commands__run_command["run_command"]
     end
+    src__tagi__config__Config__get_tag_for_path --> src__tagi__utils__paths__path_matches
+    src__tagi__config__Config__get_heuristics_for_path --> src__tagi__utils__paths__path_matches
+    src__tagi__config__Config__should_ignore --> src__tagi__utils__paths__path_matches
     src__tagi__hooks___pre_commit_hook --> src__tagi__hooks___hooks_dir
     src__tagi__hooks__install_hooks --> src__tagi__hooks___pre_commit_hook
     src__tagi__hooks__install_hooks --> src__tagi__hooks___hooks_dir
@@ -161,11 +187,13 @@ flowchart LR
     src__tagi__planner__grouper__group_changes --> src__tagi__utils__risk__total_lines_changed
     src__tagi__planner__grouper__group_changes --> src__tagi__utils__risk__average_risk
     src__tagi__planner__grouper__group_by_tag --> src__tagi__planner__selector__select_changes_by_tag
+    tagi__planner__branch_grouper__group_by_branch --> tagi__utils__commands__run_command
+    tagi__planner__branch_grouper__get_branch_info --> tagi__utils__commands__run_command
     src__tagi__cli__git_operations___is_known_tag --> src__tagi__cli__git_operations___ensure_tag_prefix
     src__tagi__cli__git_operations___resolve_send_target --> src__tagi__cli__git_operations___is_known_tag
     src__tagi__cli__git_operations___filter_by_tag --> src__tagi__utils__change_filter__resolve_filtered_changes
     src__tagi__cli__git_operations___filter_by_tag --> src__tagi__cli__git_operations___ensure_tag_prefix
-    src__tagi__cli__git_operations___execute_git_operations --> src__tagi__utils__detect_provider__get_provider
+    src__tagi__cli__git_operations___execute_git_operations --> tagi__utils__detect_provider__get_provider
     src__tagi__cli__git_operations__send_command --> src__tagi__cli__git_operations___resolve_send_target
     src__tagi__cli__git_operations__auto_command --> src__tagi__cli__main___configure_command_logging
     src__tagi__cli__git_operations__auto_command --> src__tagi__cli__git_operations__send_command
@@ -177,13 +205,14 @@ flowchart LR
     src__tagi__cli__inspection_commands__filter_command --> src__tagi__utils__change_stats__display_statistics_table
     src__tagi__cli__inspection_commands__filter_command --> src__tagi__cli__display_utils___display_changes
     src__tagi__cli__inspection_commands__filter_command --> src__tagi__cli__scan_utils__scan_and_tag
-    src__tagi__cli__inspection_commands__file_command --> src__tagi__scanner__diff__get_diff
-    src__tagi__cli__provider_commands__detect_provider_command --> src__tagi__utils__detect_provider__get_provider
-    src__tagi__cli__provider_commands___pr_spec --> src__tagi__cli__provider_commands___current_branch
-    src__tagi__cli__provider_commands__create_pr --> src__tagi__utils__detect_provider__get_provider
-    src__tagi__cli__provider_commands__create_pr --> src__tagi__cli__provider_commands___pr_spec
-    src__tagi__cli__provider_commands__create_mr --> src__tagi__utils__detect_provider__get_provider
-    src__tagi__cli__provider_commands__create_mr --> src__tagi__cli__provider_commands___pr_spec
+    src__tagi__cli__inspection_commands__file_command --> tagi__scanner__diff__get_diff
+    tagi__cli__provider_commands__detect_provider_command --> tagi__utils__detect_provider__get_provider
+    tagi__cli__provider_commands___current_branch --> tagi__utils__commands__run_command
+    tagi__cli__provider_commands___pr_spec --> tagi__cli__provider_commands___current_branch
+    tagi__cli__provider_commands__create_pr --> tagi__utils__detect_provider__get_provider
+    tagi__cli__provider_commands__create_pr --> tagi__cli__provider_commands___pr_spec
+    tagi__cli__provider_commands__create_mr --> tagi__utils__detect_provider__get_provider
+    tagi__cli__provider_commands__create_mr --> tagi__cli__provider_commands___pr_spec
     src__tagi__cli__core_commands__scan_command --> src__tagi__cli__scan_utils__scan_and_tag
     src__tagi__cli__core_commands__scan_command --> src__tagi__cli__display_utils___display_changes_grouped
     src__tagi__cli__core_commands__scan_command --> src__tagi__cli__display_utils___display_changes
@@ -202,7 +231,7 @@ flowchart LR
     src__tagi__cli__main___configure_command_logging --> src__tagi__utils__logger__setup_logger
     src__tagi__cli__main___is_known_tag --> src__tagi__cli__main___ensure_tag_prefix
     src__tagi__cli__main___resolve_send_target --> src__tagi__cli__main___is_known_tag
-    src__tagi__cli__main__detect_provider --> src__tagi__cli__provider_commands__detect_provider_command
+    src__tagi__cli__main__detect_provider --> tagi__cli__provider_commands__detect_provider_command
     src__tagi__cli__publishing_commands__publish_command --> src__tagi__cli__scan_utils__scan_and_tag
     src__tagi__cli__publishing_commands__publish_command --> src__tagi__cli__publishing_commands___ensure_tag_prefix
     src__tagi__cli__publishing_commands__publish_command --> src__tagi__utils__publish_helpers__create_publish_group
@@ -215,20 +244,27 @@ flowchart LR
     src__tagi__cli__utility_commands__draft_command --> src__tagi__cli__utility_commands___ensure_tag_prefix
     src__tagi__cli__utility_commands__draft_command --> src__tagi__utils__send_helpers__create_change_group
     src__tagi__cli__utility_commands__draft_command --> src__tagi__composer__commit_message__generate_commit_message
-    src__tagi__providers__gitlab__GitLabProvider__is_authenticated --> src__tagi__providers__utils__auth__is_authenticated_from_result
-    src__tagi__providers__gitlab__GitLabProvider__get_auth_status --> src__tagi__providers__utils__auth__get_auth_status_from_result
-    src__tagi__providers__gitlab__GitLabProvider__create_pr --> src__tagi__providers__utils__pr__execute_pr_command
-    src__tagi__providers__gitlab__GitLabProvider__create_pr --> src__tagi__providers__utils__pr__build_pr_command
-    src__tagi__providers__github__GitHubProvider__is_authenticated --> src__tagi__providers__utils__auth__is_authenticated_from_result
-    src__tagi__providers__github__GitHubProvider__get_auth_status --> src__tagi__providers__utils__auth__get_auth_status_from_result
-    src__tagi__providers__github__GitHubProvider__create_pr --> src__tagi__providers__utils__pr__execute_pr_command
-    src__tagi__providers__github__GitHubProvider__create_pr --> src__tagi__providers__utils__pr__build_pr_command
-    src__tagi__scanner__status__scan_repo --> src__tagi__config__load_config
-    src__tagi__scanner__status__scan_repo --> src__tagi__config__Config__should_ignore
-    src__tagi__scanner__status__scan_repo --> src__tagi__scanner__status__parse_status
+    tagi__providers__base__BaseProvider___run_command --> tagi__utils__commands__run_command
+    tagi__providers__gitlab__GitLabProvider__is_authenticated --> src__tagi__providers__utils__auth__is_authenticated_from_result
+    tagi__providers__gitlab__GitLabProvider__get_auth_status --> src__tagi__providers__utils__auth__get_auth_status_from_result
+    tagi__providers__gitlab__GitLabProvider__create_pr --> src__tagi__providers__utils__pr__execute_pr_command
+    tagi__providers__gitlab__GitLabProvider__create_pr --> src__tagi__providers__utils__pr__build_pr_command
+    tagi__providers__github__GitHubProvider__is_authenticated --> src__tagi__providers__utils__auth__is_authenticated_from_result
+    tagi__providers__github__GitHubProvider__get_auth_status --> src__tagi__providers__utils__auth__get_auth_status_from_result
+    tagi__providers__github__GitHubProvider__create_pr --> src__tagi__providers__utils__pr__execute_pr_command
+    tagi__providers__github__GitHubProvider__create_pr --> src__tagi__providers__utils__pr__build_pr_command
+    tagi__scanner__files__count_lines_changed --> tagi__utils__commands__run_command
+    tagi__scanner__status__scan_repo --> tagi__utils__commands__run_command
+    tagi__scanner__status__scan_repo --> src__tagi__config__load_config
+    tagi__scanner__status__scan_repo --> src__tagi__config__Config__should_ignore
+    tagi__scanner__status__scan_repo --> tagi__scanner__status__parse_status
+    tagi__scanner__diff__get_diff --> tagi__utils__commands__run_command
+    tagi__scanner__diff__get_staged_diff --> tagi__utils__commands__run_command
     src__tagi__heuristics__scoring__calculate_risk_score --> src__tagi__heuristics__scoring___lines_risk_weight
     src__tagi__heuristics__scoring__calculate_risk_score --> src__tagi__heuristics__scoring___tag_risk_weight
     src__tagi__heuristics__scoring__calculate_risk_score --> src__tagi__heuristics__scoring___change_type_risk_weight
+    src__tagi__heuristics__metrics___extension_complexity_weight --> src__tagi__utils__paths__path_endswith
+    src__tagi__heuristics__metrics___extension_impact_weight --> src__tagi__utils__paths__path_endswith
     src__tagi__heuristics__metrics__calculate_metrics --> src__tagi__heuristics__metrics___calculate_complexity
     src__tagi__heuristics__metrics__calculate_metrics --> src__tagi__heuristics__metrics___calculate_impact
     src__tagi__heuristics__metrics__calculate_metrics --> src__tagi__heuristics__metrics___calculate_stability
@@ -236,14 +272,18 @@ flowchart LR
     src__tagi__heuristics__metrics__calculate_metrics --> src__tagi__heuristics__metrics___calculate_dependency_depth
     src__tagi__heuristics__metrics___calculate_complexity --> src__tagi__heuristics__metrics___extension_complexity_weight
     src__tagi__heuristics__metrics___calculate_impact --> src__tagi__heuristics__metrics___extension_impact_weight
+    src__tagi__heuristics__metrics___calculate_test_impact --> src__tagi__utils__paths__path_endswith
+    src__tagi__heuristics__metrics___calculate_test_impact --> src__tagi__utils__paths__path_matches
+    src__tagi__heuristics__metrics___calculate_dependency_depth --> src__tagi__utils__paths__path_endswith
     src__tagi__heuristics__tags__apply_tags --> src__tagi__config__load_config
     src__tagi__heuristics__tags__apply_tags --> src__tagi__heuristics__tags___tag_change
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__tags___custom_config_tags
-    src__tagi__heuristics__tags___tag_change --> src__tagi__scanner__files__count_lines_changed
+    src__tagi__heuristics__tags___tag_change --> tagi__scanner__files__count_lines_changed
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__metrics__calculate_metrics
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__scoring__calculate_risk_score
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__tags__apply_path_tags
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__tags___size_tags
+    src__tagi__heuristics__tags__apply_path_tags --> src__tagi__utils__paths__path_matches
     src__tagi__heuristics__rules___get_config_attr --> src__tagi__config__load_config
     src__tagi__heuristics__rules__get_custom_rules --> src__tagi__heuristics__rules___get_config_attr
     src__tagi__heuristics__rules__get_custom_heuristics --> src__tagi__heuristics__rules___get_config_attr
@@ -263,16 +303,20 @@ flowchart LR
     src__tagi__composer__commit_message__generate_commit_message --> src__tagi__config__load_config
     src__tagi__composer___tags__all_tag_values --> src__tagi__composer___tags__all_tags
     src__tagi__composer___tags__summary_tag --> src__tagi__composer___tags__all_tags
+    tagi__executor__git__GitExecutor___run_command --> tagi__utils__commands__run_command
     src__tagi__utils__summary_helpers__build_statistics_section --> src__tagi__utils__risk__total_lines_changed
     src__tagi__utils__summary_helpers__build_statistics_section --> src__tagi__utils__risk__average_risk
-    src__tagi__utils__publish_helpers__detect_and_get_provider --> src__tagi__utils__detect_provider__get_provider
+    src__tagi__utils__publish_helpers__detect_and_get_provider --> tagi__utils__detect_provider__get_provider
     src__tagi__utils__publish_helpers__create_publish_group --> src__tagi__utils__risk__total_lines_changed
     src__tagi__utils__publish_helpers__create_publish_group --> src__tagi__utils__risk__average_risk
-    src__tagi__utils__detect_provider__get_provider --> src__tagi__utils__detect_provider__detect_git_provider
+    tagi__utils__detect_provider__get_provider --> tagi__utils__detect_provider__detect_git_provider
+    tagi__utils__detect_provider__detect_git_provider --> tagi__utils__commands__run_command
     src__tagi__utils__send_helpers__create_change_group --> src__tagi__utils__risk__total_lines_changed
     src__tagi__utils__send_helpers__create_change_group --> src__tagi__utils__risk__average_risk
     src__tagi__utils__change_stats__calculate_tag_statistics --> src__tagi__utils__risk__total_lines_changed
     src__tagi__utils__change_stats__calculate_tag_statistics --> src__tagi__utils__risk__average_risk
+    src__tagi__utils__paths__path_matches --> src__tagi__utils__paths__path_key
+    src__tagi__utils__paths__path_endswith --> src__tagi__utils__paths__path_key
     src__tagi__utils__change_filter___resolve_tag_enums --> src__tagi__utils__change_filter___normalize_tag
     src__tagi__utils__change_filter__resolve_filtered_changes --> src__tagi__utils__change_filter___resolve_tag_enums
     src__tagi__utils__change_filter__resolve_filtered_changes --> src__tagi__utils__change_filter___changes_matching_any
diff --git a/project/calls.toon.yaml b/project/calls.toon.yaml
index 1fc6976..05b4dae 100644
--- a/project/calls.toon.yaml
+++ b/project/calls.toon.yaml
@@ -1,7 +1,7 @@
 # code2llm call graph | /home/tom/github/semcod/tagi
-# generated in 0.06s
-# nodes: 136 | edges: 144 | modules: 40
-# CC̄=2.9
+# generated in 0.07s
+# nodes: 147 | edges: 165 | modules: 45
+# CC̄=2.8
 
 HUBS[20]:
   src.tagi.cli.publishing_commands.publish_command
@@ -16,10 +16,10 @@ HUBS[20]:
     CC=5  in:0  out:22  total:22
   src.tagi.cli.inspection_commands.inspect_command
     CC=7  in:0  out:17  total:17
-  src.tagi.cli.scan_utils.scan_and_tag
-    CC=3  in:11  out:6  total:17
   src.tagi.utils.logger.setup_logger
     CC=4  in:2  out:15  total:17
+  src.tagi.cli.scan_utils.scan_and_tag
+    CC=3  in:11  out:6  total:17
   src.tagi.cli.utility_commands.draft_command
     CC=4  in:0  out:17  total:17
   src.tagi.cli.inspection_commands.filter_command
@@ -28,7 +28,7 @@ HUBS[20]:
     CC=5  in:9  out:7  total:16
   src.tagi.utils.change_stats.display_statistics_table
     CC=1  in:4  out:12  total:16
-  src.tagi.scanner.status.scan_repo
+  tagi.scanner.status.scan_repo
     CC=7  in:0  out:15  total:15
   src.tagi.cli.core_commands.stats_command
     CC=7  in:0  out:15  total:15
@@ -40,8 +40,8 @@ HUBS[20]:
     CC=2  in:1  out:10  total:11
   src.tagi.cli.display_utils._display_changes
     CC=3  in:3  out:8  total:11
-  src.tagi.analyzer.dependency_graph._dfs_visit
-    CC=5  in:2  out:8  total:10
+  tagi.utils.commands.run_command
+    CC=1  in:10  out:1  total:11
   src.tagi.utils.risk.average_risk
     CC=3  in:8  out:2  total:10
 
@@ -89,12 +89,6 @@ MODULES:
     _resolve_send_target  CC=5  out:5
     detect_provider  CC=1  out:1
     setup_logging  CC=2  out:4
-  src.tagi.cli.provider_commands  [5 funcs]
-    _current_branch  CC=2  out:2
-    _pr_spec  CC=1  out:2
-    create_mr  CC=4  out:8
-    create_pr  CC=4  out:8
-    detect_provider_command  CC=2  out:3
   src.tagi.cli.publishing_commands  [3 funcs]
     _ensure_tag_prefix  CC=2  out:1
     deploy_command  CC=5  out:22
@@ -127,17 +121,19 @@ MODULES:
     generate_simple_message  CC=5  out:6
   src.tagi.composer.summary  [1 funcs]
     generate_summary  CC=8  out:8
-  src.tagi.config  [2 funcs]
-    should_ignore  CC=3  out:2
+  src.tagi.config  [4 funcs]
+    get_heuristics_for_path  CC=4  out:2
+    get_tag_for_path  CC=3  out:2
+    should_ignore  CC=2  out:2
     load_config  CC=1  out:1
   src.tagi.heuristics.metrics  [8 funcs]
     _calculate_complexity  CC=1  out:6
-    _calculate_dependency_depth  CC=4  out:4
+    _calculate_dependency_depth  CC=4  out:3
     _calculate_impact  CC=1  out:3
     _calculate_stability  CC=1  out:2
-    _calculate_test_impact  CC=4  out:2
-    _extension_complexity_weight  CC=3  out:2
-    _extension_impact_weight  CC=3  out:2
+    _calculate_test_impact  CC=4  out:3
+    _extension_complexity_weight  CC=3  out:1
+    _extension_impact_weight  CC=3  out:1
     calculate_metrics  CC=1  out:6
   src.tagi.heuristics.rules  [3 funcs]
     _get_config_attr  CC=1  out:2
@@ -171,27 +167,12 @@ MODULES:
   src.tagi.planner.sorter  [2 funcs]
     group_by_complexity  CC=5  out:7
     sort_by_complexity  CC=1  out:4
-  src.tagi.providers.github  [3 funcs]
-    create_pr  CC=1  out:3
-    get_auth_status  CC=1  out:2
-    is_authenticated  CC=1  out:2
-  src.tagi.providers.gitlab  [3 funcs]
-    create_pr  CC=1  out:3
-    get_auth_status  CC=1  out:2
-    is_authenticated  CC=1  out:2
   src.tagi.providers.utils.auth  [2 funcs]
     get_auth_status_from_result  CC=2  out:0
     is_authenticated_from_result  CC=1  out:0
   src.tagi.providers.utils.pr  [2 funcs]
     build_pr_command  CC=5  out:2
     execute_pr_command  CC=2  out:0
-  src.tagi.scanner.diff  [1 funcs]
-    get_diff  CC=1  out:1
-  src.tagi.scanner.files  [1 funcs]
-    count_lines_changed  CC=7  out:7
-  src.tagi.scanner.status  [2 funcs]
-    parse_status  CC=4  out:0
-    scan_repo  CC=7  out:15
   src.tagi.utils.change_filter  [9 funcs]
     _changes_matching_all  CC=4  out:1
     _changes_matching_any  CC=4  out:1
@@ -205,11 +186,12 @@ MODULES:
   src.tagi.utils.change_stats  [2 funcs]
     calculate_tag_statistics  CC=1  out:2
     display_statistics_table  CC=1  out:12
-  src.tagi.utils.detect_provider  [2 funcs]
-    detect_git_provider  CC=4  out:2
-    get_provider  CC=3  out:3
   src.tagi.utils.logger  [1 funcs]
     setup_logger  CC=4  out:15
+  src.tagi.utils.paths  [3 funcs]
+    path_endswith  CC=1  out:2
+    path_key  CC=1  out:1
+    path_matches  CC=1  out:2
   src.tagi.utils.publish_helpers  [2 funcs]
     create_publish_group  CC=1  out:4
     detect_and_get_provider  CC=1  out:1
@@ -220,8 +202,45 @@ MODULES:
     create_change_group  CC=2  out:4
   src.tagi.utils.summary_helpers  [1 funcs]
     build_statistics_section  CC=1  out:4
+  tagi.cli.provider_commands  [5 funcs]
+    _current_branch  CC=2  out:2
+    _pr_spec  CC=1  out:2
+    create_mr  CC=4  out:8
+    create_pr  CC=4  out:8
+    detect_provider_command  CC=2  out:3
+  tagi.executor.git  [1 funcs]
+    _run_command  CC=1  out:1
+  tagi.planner.branch_grouper  [2 funcs]
+    get_branch_info  CC=5  out:6
+    group_by_branch  CC=8  out:10
+  tagi.providers.base  [1 funcs]
+    _run_command  CC=1  out:1
+  tagi.providers.github  [3 funcs]
+    create_pr  CC=1  out:3
+    get_auth_status  CC=1  out:2
+    is_authenticated  CC=1  out:2
+  tagi.providers.gitlab  [3 funcs]
+    create_pr  CC=1  out:3
+    get_auth_status  CC=1  out:2
+    is_authenticated  CC=1  out:2
+  tagi.scanner.diff  [2 funcs]
+    get_diff  CC=1  out:1
+    get_staged_diff  CC=1  out:1
+  tagi.scanner.files  [1 funcs]
+    count_lines_changed  CC=7  out:7
+  tagi.scanner.status  [2 funcs]
+    parse_status  CC=4  out:0
+    scan_repo  CC=7  out:15
+  tagi.utils.commands  [1 funcs]
+    run_command  CC=1  out:1
+  tagi.utils.detect_provider  [2 funcs]
+    detect_git_provider  CC=5  out:2
+    get_provider  CC=3  out:3
 
 EDGES:
+  src.tagi.config.Config.get_tag_for_path → src.tagi.utils.paths.path_matches
+  src.tagi.config.Config.get_heuristics_for_path → src.tagi.utils.paths.path_matches
+  src.tagi.config.Config.should_ignore → src.tagi.utils.paths.path_matches
   src.tagi.hooks._pre_commit_hook → src.tagi.hooks._hooks_dir
   src.tagi.hooks.install_hooks → src.tagi.hooks._pre_commit_hook
   src.tagi.hooks.install_hooks → src.tagi.hooks._hooks_dir
@@ -245,11 +264,13 @@ EDGES:
   src.tagi.planner.grouper.group_changes → src.tagi.utils.risk.total_lines_changed
   src.tagi.planner.grouper.group_changes → src.tagi.utils.risk.average_risk
   src.tagi.planner.grouper.group_by_tag → src.tagi.planner.selector.select_changes_by_tag
+  tagi.planner.branch_grouper.group_by_branch → tagi.utils.commands.run_command
+  tagi.planner.branch_grouper.get_branch_info → tagi.utils.commands.run_command
   src.tagi.cli.git_operations._is_known_tag → src.tagi.cli.git_operations._ensure_tag_prefix
   src.tagi.cli.git_operations._resolve_send_target → src.tagi.cli.git_operations._is_known_tag
   src.tagi.cli.git_operations._filter_by_tag → src.tagi.utils.change_filter.resolve_filtered_changes
   src.tagi.cli.git_operations._filter_by_tag → src.tagi.cli.git_operations._ensure_tag_prefix
-  src.tagi.cli.git_operations._execute_git_operations → src.tagi.utils.detect_provider.get_provider
+  src.tagi.cli.git_operations._execute_git_operations → tagi.utils.detect_provider.get_provider
   src.tagi.cli.git_operations.send_command → src.tagi.cli.git_operations._resolve_send_target
   src.tagi.cli.git_operations.auto_command → src.tagi.cli.main._configure_command_logging
   src.tagi.cli.git_operations.auto_command → src.tagi.cli.git_operations.send_command
@@ -261,14 +282,9 @@ EDGES:
   src.tagi.cli.inspection_commands.filter_command → src.tagi.utils.change_stats.display_statistics_table
   src.tagi.cli.inspection_commands.filter_command → src.tagi.cli.display_utils._display_changes
   src.tagi.cli.inspection_commands.filter_command → src.tagi.cli.scan_utils.scan_and_tag
-  src.tagi.cli.inspection_commands.file_command → src.tagi.scanner.diff.get_diff
-  src.tagi.cli.provider_commands.detect_provider_command → src.tagi.utils.detect_provider.get_provider
-  src.tagi.cli.provider_commands._pr_spec → src.tagi.cli.provider_commands._current_branch
-  src.tagi.cli.provider_commands.create_pr → src.tagi.utils.detect_provider.get_provider
-  src.tagi.cli.provider_commands.create_pr → src.tagi.cli.provider_commands._pr_spec
-  src.tagi.cli.provider_commands.create_mr → src.tagi.utils.detect_provider.get_provider
-  src.tagi.cli.provider_commands.create_mr → src.tagi.cli.provider_commands._pr_spec
-  src.tagi.cli.core_commands.scan_command → src.tagi.cli.scan_utils.scan_and_tag
-  src.tagi.cli.core_commands.scan_command → src.tagi.cli.display_utils._display_changes_grouped
-  src.tagi.cli.core_commands.scan_command → src.tagi.cli.display_utils._display_changes
-  src.tagi.cli.core_commands.list_groups_command → src.tagi.cli.core_commands._do_list_groups
+  src.tagi.cli.inspection_commands.file_command → tagi.scanner.diff.get_diff
+  tagi.cli.provider_commands.detect_provider_command → tagi.utils.detect_provider.get_provider
+  tagi.cli.provider_commands._current_branch → tagi.utils.commands.run_command
+  tagi.cli.provider_commands._pr_spec → tagi.cli.provider_commands._current_branch
+  tagi.cli.provider_commands.create_pr → tagi.utils.detect_provider.get_provider
+  tagi.cli.provider_commands.create_pr → tagi.cli.provider_commands._pr_spec
diff --git a/project/calls.yaml b/project/calls.yaml
index 92aa937..9ae2de2 100644
--- a/project/calls.yaml
+++ b/project/calls.yaml
@@ -1,108 +1,115 @@
 project: /home/tom/github/semcod/tagi
 generated_from: code2llm call graph analysis
 stats:
-  total_nodes: 136
-  total_edges: 144
-  modules_count: 40
+  total_nodes: 147
+  total_edges: 165
+  modules_count: 45
 nodes:
-  src.tagi.analyzer.dependency_graph.detect_cycles:
-    name: detect_cycles
+  src.tagi.analyzer.dependency_graph._mark:
+    name: _mark
     module: src.tagi.analyzer.dependency_graph
-    line: 184
-    cyclomatic_complexity: 4
-    calls_out: 1
-    calls_in: 0
-  src.tagi.cli.main._is_known_tag:
-    name: _is_known_tag
-    module: src.tagi.cli.main
-    line: 57
+    line: 147
+    cyclomatic_complexity: 1
+    calls_out: 0
+    calls_in: 2
+  src.tagi.providers.utils.auth.get_auth_status_from_result:
+    name: get_auth_status_from_result
+    module: src.tagi.providers.utils.auth
+    line: 7
     cyclomatic_complexity: 2
-    calls_out: 2
-    calls_in: 1
-  src.tagi.providers.gitlab.GitLabProvider.get_auth_status:
-    name: get_auth_status
-    module: src.tagi.providers.gitlab
-    line: 21
+    calls_out: 0
+    calls_in: 2
+  src.tagi.utils.summary_helpers.build_statistics_section:
+    name: build_statistics_section
+    module: src.tagi.utils.summary_helpers
+    line: 31
     cyclomatic_complexity: 1
-    calls_out: 2
-    calls_in: 0
-  src.tagi.composer.formats.generate_simple_message:
-    name: generate_simple_message
-    module: src.tagi.composer.formats
-    line: 102
-    cyclomatic_complexity: 5
-    calls_out: 6
+    calls_out: 4
     calls_in: 0
-  src.tagi.cli.inspection_commands.filter_command:
-    name: filter_command
-    module: src.tagi.cli.inspection_commands
-    line: 56
-    cyclomatic_complexity: 6
-    calls_out: 16
+  src.tagi.cli.utility_commands.hooks_command:
+    name: hooks_command
+    module: src.tagi.cli.utility_commands
+    line: 131
+    cyclomatic_complexity: 10
+    calls_out: 26
     calls_in: 0
-  src.tagi.cli.provider_commands._pr_spec:
-    name: _pr_spec
-    module: src.tagi.cli.provider_commands
-    line: 37
-    cyclomatic_complexity: 1
-    calls_out: 2
-    calls_in: 2
-  src.tagi.heuristics.metrics._calculate_complexity:
-    name: _calculate_complexity
-    module: src.tagi.heuristics.metrics
-    line: 89
-    cyclomatic_complexity: 1
-    calls_out: 6
+  src.tagi.cli.git_operations.send_command:
+    name: send_command
+    module: src.tagi.cli.git_operations
+    line: 90
+    cyclomatic_complexity: 7
+    calls_out: 26
     calls_in: 1
-  src.tagi.hooks.install_hooks:
-    name: install_hooks
-    module: src.tagi.hooks
-    line: 17
-    cyclomatic_complexity: 2
+  src.tagi.analyzer.metrics.MetricsCollector.collect:
+    name: collect
+    module: src.tagi.analyzer.metrics
+    line: 25
+    cyclomatic_complexity: 10
     calls_out: 5
     calls_in: 0
-  src.tagi.cli.core_commands.list_groups_command:
-    name: list_groups_command
-    module: src.tagi.cli.core_commands
-    line: 33
-    cyclomatic_complexity: 1
+  src.tagi.composer.formats._detailed_file_lines:
+    name: _detailed_file_lines
+    module: src.tagi.composer.formats
+    line: 75
+    cyclomatic_complexity: 3
+    calls_out: 1
+    calls_in: 1
+  src.tagi.config.Config.get_heuristics_for_path:
+    name: get_heuristics_for_path
+    module: src.tagi.config
+    line: 89
+    cyclomatic_complexity: 4
     calls_out: 2
     calls_in: 0
-  src.tagi.cli.git_operations._ensure_tag_prefix:
-    name: _ensure_tag_prefix
-    module: src.tagi.cli.git_operations
-    line: 21
+  src.tagi.heuristics.tags._size_tags:
+    name: _size_tags
+    module: src.tagi.heuristics.tags
+    line: 60
+    cyclomatic_complexity: 3
+    calls_out: 0
+    calls_in: 1
+  src.tagi.utils.change_filter._normalize_tag:
+    name: _normalize_tag
+    module: src.tagi.utils.change_filter
+    line: 14
     cyclomatic_complexity: 2
     calls_out: 1
     calls_in: 2
-  src.tagi.cli.git_operations._is_known_tag:
-    name: _is_known_tag
-    module: src.tagi.cli.git_operations
-    line: 28
+  src.tagi.utils.change_filter.filter_changes_by_tag:
+    name: filter_changes_by_tag
+    module: src.tagi.utils.change_filter
+    line: 84
+    cyclomatic_complexity: 1
+    calls_out: 1
+    calls_in: 0
+  src.tagi.composer.formats.generate_conventional_message:
+    name: generate_conventional_message
+    module: src.tagi.composer.formats
+    line: 42
+    cyclomatic_complexity: 4
+    calls_out: 5
+    calls_in: 0
+  src.tagi.cli.publishing_commands.publish_command:
+    name: publish_command
+    module: src.tagi.cli.publishing_commands
+    line: 23
+    cyclomatic_complexity: 11
+    calls_out: 36
+    calls_in: 0
+  src.tagi.composer.commit_message._improve_with_llm:
+    name: _improve_with_llm
+    module: src.tagi.composer.commit_message
+    line: 52
     cyclomatic_complexity: 2
     calls_out: 2
     calls_in: 1
-  src.tagi.heuristics.tags._custom_config_tags:
-    name: _custom_config_tags
-    module: src.tagi.heuristics.tags
-    line: 48
-    cyclomatic_complexity: 3
-    calls_out: 3
+  src.tagi.composer._tags.infer_scope:
+    name: infer_scope
+    module: src.tagi.composer._tags
+    line: 41
+    cyclomatic_complexity: 7
+    calls_out: 2
     calls_in: 1
-  src.tagi.heuristics.rules.get_custom_heuristics:
-    name: get_custom_heuristics
-    module: src.tagi.heuristics.rules
-    line: 18
-    cyclomatic_complexity: 1
-    calls_out: 1
-    calls_in: 0
-  src.tagi.analyzer.dependency_graph._dfs_visit:
-    name: _dfs_visit
-    module: src.tagi.analyzer.dependency_graph
-    line: 158
-    cyclomatic_complexity: 5
-    calls_out: 8
-    calls_in: 2
   src.tagi.utils.send_helpers.create_change_group:
     name: create_change_group
     module: src.tagi.utils.send_helpers
@@ -110,118 +117,83 @@ nodes:
     cyclomatic_complexity: 2
     calls_out: 4
     calls_in: 2
-  src.tagi.providers.utils.pr.build_pr_command:
-    name: build_pr_command
-    module: src.tagi.providers.utils.pr
-    line: 10
-    cyclomatic_complexity: 5
-    calls_out: 2
-    calls_in: 2
-  src.tagi.cli.provider_commands.create_mr:
-    name: create_mr
-    module: src.tagi.cli.provider_commands
-    line: 62
-    cyclomatic_complexity: 4
-    calls_out: 8
-    calls_in: 0
-  src.tagi.utils.change_filter._resolve_tag_enums:
-    name: _resolve_tag_enums
-    module: src.tagi.utils.change_filter
-    line: 24
+  src.tagi.analyzer.dependency_graph._cycle_from:
+    name: _cycle_from
+    module: src.tagi.analyzer.dependency_graph
+    line: 152
+    cyclomatic_complexity: 1
+    calls_out: 1
+    calls_in: 1
+  tagi.utils.detect_provider.get_provider:
+    name: get_provider
+    module: tagi.utils.detect_provider
+    line: 12
     cyclomatic_complexity: 3
     calls_out: 3
-    calls_in: 1
-  src.tagi.heuristics.tags._tag_change:
-    name: _tag_change
-    module: src.tagi.heuristics.tags
-    line: 22
-    cyclomatic_complexity: 2
-    calls_out: 10
-    calls_in: 1
-  src.tagi.cli.provider_commands._current_branch:
-    name: _current_branch
-    module: src.tagi.cli.provider_commands
-    line: 27
-    cyclomatic_complexity: 2
+    calls_in: 6
+  src.tagi.hooks._pre_commit_hook:
+    name: _pre_commit_hook
+    module: src.tagi.hooks
+    line: 13
+    cyclomatic_complexity: 1
+    calls_out: 1
+    calls_in: 3
+  src.tagi.analyzer.dependency_graph._next_critical_node:
+    name: _next_critical_node
+    module: src.tagi.analyzer.dependency_graph
+    line: 226
+    cyclomatic_complexity: 5
     calls_out: 2
     calls_in: 1
-  src.tagi.utils.change_filter._changes_matching_tag:
-    name: _changes_matching_tag
-    module: src.tagi.utils.change_filter
-    line: 19
-    cyclomatic_complexity: 3
-    calls_out: 0
-    calls_in: 1
-  src.tagi.providers.utils.pr.execute_pr_command:
-    name: execute_pr_command
-    module: src.tagi.providers.utils.pr
-    line: 35
+  src.tagi.cli.utility_commands._ensure_tag_prefix:
+    name: _ensure_tag_prefix
+    module: src.tagi.cli.utility_commands
+    line: 18
     cyclomatic_complexity: 2
-    calls_out: 0
-    calls_in: 2
-  src.tagi.scanner.diff.get_diff:
-    name: get_diff
-    module: src.tagi.scanner.diff
-    line: 6
-    cyclomatic_complexity: 1
     calls_out: 1
-    calls_in: 3
-  src.tagi.cli.inspection_commands.file_command:
-    name: file_command
+    calls_in: 1
+  src.tagi.cli.inspection_commands.inspect_command:
+    name: inspect_command
     module: src.tagi.cli.inspection_commands
-    line: 89
+    line: 19
     cyclomatic_complexity: 7
-    calls_out: 14
+    calls_out: 17
     calls_in: 0
-  src.tagi.cli.main.setup_logging:
-    name: setup_logging
-    module: src.tagi.cli.main
-    line: 37
-    cyclomatic_complexity: 2
-    calls_out: 4
+  src.tagi.cli.utility_commands.summary_command:
+    name: summary_command
+    module: src.tagi.cli.utility_commands
+    line: 25
+    cyclomatic_complexity: 7
+    calls_out: 28
     calls_in: 0
   src.tagi.config.load_config:
     name: load_config
     module: src.tagi.config
-    line: 124
+    line: 116
     cyclomatic_complexity: 1
     calls_out: 1
     calls_in: 6
-  src.tagi.heuristics.scoring._tag_risk_weight:
-    name: _tag_risk_weight
-    module: src.tagi.heuristics.scoring
-    line: 34
-    cyclomatic_complexity: 3
-    calls_out: 2
-    calls_in: 1
-  src.tagi.cli.git_operations._execute_git_operations:
-    name: _execute_git_operations
-    module: src.tagi.cli.git_operations
-    line: 71
-    cyclomatic_complexity: 5
-    calls_out: 11
-    calls_in: 1
-  src.tagi.composer._tags.all_tag_values:
-    name: all_tag_values
-    module: src.tagi.composer._tags
-    line: 15
-    cyclomatic_complexity: 2
+  src.tagi.heuristics.rules.get_custom_rules:
+    name: get_custom_rules
+    module: src.tagi.heuristics.rules
+    line: 13
+    cyclomatic_complexity: 1
     calls_out: 1
     calls_in: 0
-  src.tagi.heuristics.tags.apply_path_tags:
-    name: apply_path_tags
-    module: src.tagi.heuristics.tags
-    line: 69
-    cyclomatic_complexity: 4
+  src.tagi.cli.publishing_commands.deploy_command:
+    name: deploy_command
+    module: src.tagi.cli.publishing_commands
+    line: 96
+    cyclomatic_complexity: 5
+    calls_out: 22
+    calls_in: 0
+  src.tagi.composer._templates.render_template:
+    name: render_template
+    module: src.tagi.composer._templates
+    line: 10
+    cyclomatic_complexity: 2
     calls_out: 2
     calls_in: 1
-  src.tagi.analyzer.dependency_graph.build_dependency_graph:
-    name: build_dependency_graph
-    module: src.tagi.analyzer.dependency_graph
-    line: 54
-    cyclomatic_complexity: 3
-    calls_out: 4
-    calls_in: 0
   src.tagi.utils.publish_helpers.create_publish_group:
     name: create_publish_group
     module: src.tagi.utils.publish_helpers
@@ -229,68 +201,61 @@ nodes:
     cyclomatic_complexity: 1
     calls_out: 4
     calls_in: 1
-  src.tagi.providers.github.GitHubProvider.is_authenticated:
+  src.tagi.utils.paths.path_key:
+    name: path_key
+    module: src.tagi.utils.paths
+    line: 12
+    cyclomatic_complexity: 1
+    calls_out: 1
+    calls_in: 2
+  tagi.providers.gitlab.GitLabProvider.is_authenticated:
     name: is_authenticated
-    module: src.tagi.providers.github
-    line: 15
+    module: tagi.providers.gitlab
+    line: 16
     cyclomatic_complexity: 1
     calls_out: 2
     calls_in: 0
-  src.tagi.composer.formats.generate_conventional_message:
-    name: generate_conventional_message
-    module: src.tagi.composer.formats
-    line: 42
-    cyclomatic_complexity: 4
+  src.tagi.composer._tags.all_tags:
+    name: all_tags
+    module: src.tagi.composer._tags
+    line: 8
+    cyclomatic_complexity: 3
+    calls_out: 2
+    calls_in: 3
+  src.tagi.hooks.install_hooks:
+    name: install_hooks
+    module: src.tagi.hooks
+    line: 17
+    cyclomatic_complexity: 2
     calls_out: 5
     calls_in: 0
-  src.tagi.analyzer.dependency_graph._collect_import_names:
-    name: _collect_import_names
-    module: src.tagi.analyzer.dependency_graph
-    line: 10
-    cyclomatic_complexity: 7
-    calls_out: 5
-    calls_in: 1
-  src.tagi.analyzer.dependency_graph.get_critical_path:
-    name: get_critical_path
-    module: src.tagi.analyzer.dependency_graph
-    line: 262
-    cyclomatic_complexity: 2
-    calls_out: 2
+  src.tagi.cli.inspection_commands.filter_command:
+    name: filter_command
+    module: src.tagi.cli.inspection_commands
+    line: 56
+    cyclomatic_complexity: 6
+    calls_out: 16
     calls_in: 0
-  src.tagi.composer._templates.render_template:
-    name: render_template
-    module: src.tagi.composer._templates
-    line: 10
+  src.tagi.hooks.check_hooks_installed:
+    name: check_hooks_installed
+    module: src.tagi.hooks
+    line: 68
     cyclomatic_complexity: 2
-    calls_out: 2
+    calls_out: 3
     calls_in: 1
-  src.tagi.utils.change_filter._changes_matching_all:
-    name: _changes_matching_all
-    module: src.tagi.utils.change_filter
-    line: 40
-    cyclomatic_complexity: 4
-    calls_out: 1
+  src.tagi.heuristics.metrics._calculate_complexity:
+    name: _calculate_complexity
+    module: src.tagi.heuristics.metrics
+    line: 88
+    cyclomatic_complexity: 1
+    calls_out: 6
     calls_in: 1
-  src.tagi.cli.main._resolve_send_target:
+  src.tagi.cli.git_operations._resolve_send_target:
     name: _resolve_send_target
-    module: src.tagi.cli.main
-    line: 66
+    module: src.tagi.cli.git_operations
+    line: 37
     cyclomatic_complexity: 5
     calls_out: 5
-    calls_in: 0
-  src.tagi.cli.utility_commands._ensure_tag_prefix:
-    name: _ensure_tag_prefix
-    module: src.tagi.cli.utility_commands
-    line: 18
-    cyclomatic_complexity: 2
-    calls_out: 1
-    calls_in: 1
-  src.tagi.planner.grouper._get_primary_tag:
-    name: _get_primary_tag
-    module: src.tagi.planner.grouper
-    line: 54
-    cyclomatic_complexity: 4
-    calls_out: 0
     calls_in: 1
   src.tagi.cli.display_utils._display_changes_grouped:
     name: _display_changes_grouped
@@ -299,138 +264,166 @@ nodes:
     cyclomatic_complexity: 5
     calls_out: 3
     calls_in: 1
-  src.tagi.cli.utility_commands.hooks_command:
-    name: hooks_command
-    module: src.tagi.cli.utility_commands
-    line: 131
-    cyclomatic_complexity: 10
-    calls_out: 26
-    calls_in: 0
-  src.tagi.cli.inspection_commands.inspect_command:
-    name: inspect_command
-    module: src.tagi.cli.inspection_commands
-    line: 19
-    cyclomatic_complexity: 7
-    calls_out: 17
+  src.tagi.cli.core_commands.scan_command:
+    name: scan_command
+    module: src.tagi.cli.core_commands
+    line: 14
+    cyclomatic_complexity: 3
+    calls_out: 7
     calls_in: 0
-  src.tagi.utils.change_filter.resolve_filtered_changes:
-    name: resolve_filtered_changes
-    module: src.tagi.utils.change_filter
-    line: 45
+  src.tagi.composer.formats.generate_simple_message:
+    name: generate_simple_message
+    module: src.tagi.composer.formats
+    line: 102
     cyclomatic_complexity: 5
-    calls_out: 7
-    calls_in: 9
-  src.tagi.scanner.status.scan_repo:
-    name: scan_repo
-    module: src.tagi.scanner.status
-    line: 11
-    cyclomatic_complexity: 7
-    calls_out: 15
+    calls_out: 6
     calls_in: 0
-  src.tagi.heuristics.scoring.calculate_risk_score:
-    name: calculate_risk_score
+  src.tagi.heuristics.scoring._change_type_risk_weight:
+    name: _change_type_risk_weight
     module: src.tagi.heuristics.scoring
-    line: 20
+    line: 39
     cyclomatic_complexity: 1
-    calls_out: 4
-    calls_in: 1
-  src.tagi.cli.provider_commands.detect_provider_command:
-    name: detect_provider_command
-    module: src.tagi.cli.provider_commands
-    line: 17
-    cyclomatic_complexity: 2
-    calls_out: 3
-    calls_in: 1
-  src.tagi.cli.scan_utils.scan_and_tag:
-    name: scan_and_tag
-    module: src.tagi.cli.scan_utils
-    line: 10
-    cyclomatic_complexity: 3
-    calls_out: 6
-    calls_in: 11
-  src.tagi.cli.core_commands._do_list_groups:
-    name: _do_list_groups
-    module: src.tagi.cli.core_commands
-    line: 47
-    cyclomatic_complexity: 4
-    calls_out: 7
-    calls_in: 2
-  src.tagi.cli.publishing_commands._ensure_tag_prefix:
-    name: _ensure_tag_prefix
-    module: src.tagi.cli.publishing_commands
-    line: 16
-    cyclomatic_complexity: 2
     calls_out: 1
-    calls_in: 2
-  src.tagi.analyzer.dependency_graph._find_longest_start:
-    name: _find_longest_start
-    module: src.tagi.analyzer.dependency_graph
-    line: 221
-    cyclomatic_complexity: 1
-    calls_out: 2
     calls_in: 1
-  src.tagi.hooks._pre_commit_hook:
-    name: _pre_commit_hook
-    module: src.tagi.hooks
-    line: 13
+  tagi.providers.github.GitHubProvider.is_authenticated:
+    name: is_authenticated
+    module: tagi.providers.github
+    line: 15
     cyclomatic_complexity: 1
-    calls_out: 1
-    calls_in: 3
-  src.tagi.cli.display_utils._display_groups:
-    name: _display_groups
+    calls_out: 2
+    calls_in: 0
+  src.tagi.cli.display_utils._format_tags:
+    name: _format_tags
     module: src.tagi.cli.display_utils
-    line: 52
+    line: 35
+    cyclomatic_complexity: 5
+    calls_out: 3
+    calls_in: 4
+  src.tagi.config.Config.get_tag_for_path:
+    name: get_tag_for_path
+    module: src.tagi.config
+    line: 73
+    cyclomatic_complexity: 3
+    calls_out: 2
+    calls_in: 0
+  src.tagi.heuristics.metrics._calculate_test_impact:
+    name: _calculate_test_impact
+    module: src.tagi.heuristics.metrics
+    line: 134
     cyclomatic_complexity: 4
-    calls_out: 6
+    calls_out: 3
     calls_in: 1
-  src.tagi.composer.formats._commit_type:
-    name: _commit_type
-    module: src.tagi.composer.formats
-    line: 27
+  src.tagi.heuristics.metrics._extension_complexity_weight:
+    name: _extension_complexity_weight
+    module: src.tagi.heuristics.metrics
+    line: 34
     cyclomatic_complexity: 3
-    calls_out: 0
+    calls_out: 1
     calls_in: 1
-  src.tagi.heuristics.metrics._calculate_dependency_depth:
-    name: _calculate_dependency_depth
-    module: src.tagi.heuristics.metrics
-    line: 151
+  src.tagi.utils.change_filter._changes_matching_any:
+    name: _changes_matching_any
+    module: src.tagi.utils.change_filter
+    line: 35
     cyclomatic_complexity: 4
+    calls_out: 1
+    calls_in: 1
+  src.tagi.analyzer.dependency_graph.analyze_python_imports:
+    name: analyze_python_imports
+    module: src.tagi.analyzer.dependency_graph
+    line: 33
+    cyclomatic_complexity: 2
     calls_out: 4
     calls_in: 1
-  src.tagi.composer.summary.generate_summary:
-    name: generate_summary
-    module: src.tagi.composer.summary
-    line: 10
-    cyclomatic_complexity: 8
-    calls_out: 8
+  src.tagi.cli.main.detect_provider:
+    name: detect_provider
+    module: src.tagi.cli.main
+    line: 111
+    cyclomatic_complexity: 1
+    calls_out: 1
     calls_in: 0
-  src.tagi.config.Config.should_ignore:
-    name: should_ignore
-    module: src.tagi.config
-    line: 113
-    cyclomatic_complexity: 3
-    calls_out: 2
+  src.tagi.planner.grouper.group_by_tag:
+    name: group_by_tag
+    module: src.tagi.planner.grouper
+    line: 37
+    cyclomatic_complexity: 1
+    calls_out: 1
+    calls_in: 0
+  src.tagi.cli.git_operations._execute_git_operations:
+    name: _execute_git_operations
+    module: src.tagi.cli.git_operations
+    line: 71
+    cyclomatic_complexity: 5
+    calls_out: 11
     calls_in: 1
-  src.tagi.heuristics.metrics._calculate_impact:
-    name: _calculate_impact
-    module: src.tagi.heuristics.metrics
-    line: 107
+  src.tagi.cli.core_commands.list_command:
+    name: list_command
+    module: src.tagi.cli.core_commands
+    line: 40
     cyclomatic_complexity: 1
-    calls_out: 3
+    calls_out: 2
+    calls_in: 0
+  src.tagi.composer.formats._describe_changes:
+    name: _describe_changes
+    module: src.tagi.composer.formats
+    line: 35
+    cyclomatic_complexity: 2
+    calls_out: 2
     calls_in: 1
-  src.tagi.providers.gitlab.GitLabProvider.create_pr:
-    name: create_pr
-    module: src.tagi.providers.gitlab
-    line: 41
+  src.tagi.planner.selector.select_changes_by_tag:
+    name: select_changes_by_tag
+    module: src.tagi.planner.selector
+    line: 8
+    cyclomatic_complexity: 3
+    calls_out: 0
+    calls_in: 1
+  src.tagi.utils.change_filter.filter_changes_by_tags_all:
+    name: filter_changes_by_tags_all
+    module: src.tagi.utils.change_filter
+    line: 110
     cyclomatic_complexity: 1
-    calls_out: 3
+    calls_out: 1
     calls_in: 0
-  src.tagi.heuristics.metrics._extension_complexity_weight:
-    name: _extension_complexity_weight
-    module: src.tagi.heuristics.metrics
-    line: 33
+  src.tagi.utils.change_filter.resolve_filtered_changes:
+    name: resolve_filtered_changes
+    module: src.tagi.utils.change_filter
+    line: 45
+    cyclomatic_complexity: 5
+    calls_out: 7
+    calls_in: 9
+  src.tagi.utils.risk.average_risk:
+    name: average_risk
+    module: src.tagi.utils.risk
+    line: 22
     cyclomatic_complexity: 3
     calls_out: 2
+    calls_in: 8
+  src.tagi.composer._tags.summary_tag:
+    name: summary_tag
+    module: src.tagi.composer._tags
+    line: 20
+    cyclomatic_complexity: 3
+    calls_out: 2
+    calls_in: 4
+  src.tagi.cli.core_commands._do_list_groups:
+    name: _do_list_groups
+    module: src.tagi.cli.core_commands
+    line: 47
+    cyclomatic_complexity: 4
+    calls_out: 7
+    calls_in: 2
+  src.tagi.analyzer.dependency_graph.get_critical_path:
+    name: get_critical_path
+    module: src.tagi.analyzer.dependency_graph
+    line: 262
+    cyclomatic_complexity: 2
+    calls_out: 2
+    calls_in: 0
+  src.tagi.planner.grouper._get_primary_tag:
+    name: _get_primary_tag
+    module: src.tagi.planner.grouper
+    line: 54
+    cyclomatic_complexity: 4
+    calls_out: 0
     calls_in: 1
   src.tagi.hooks.uninstall_hooks:
     name: uninstall_hooks
@@ -439,108 +432,192 @@ nodes:
     cyclomatic_complexity: 3
     calls_out: 3
     calls_in: 0
-  src.tagi.utils.change_filter._changes_matching_any:
-    name: _changes_matching_any
-    module: src.tagi.utils.change_filter
-    line: 35
-    cyclomatic_complexity: 4
+  src.tagi.planner.sorter.group_by_complexity:
+    name: group_by_complexity
+    module: src.tagi.planner.sorter
+    line: 80
+    cyclomatic_complexity: 5
+    calls_out: 7
+    calls_in: 0
+  src.tagi.cli.git_operations._ensure_tag_prefix:
+    name: _ensure_tag_prefix
+    module: src.tagi.cli.git_operations
+    line: 21
+    cyclomatic_complexity: 2
+    calls_out: 1
+    calls_in: 2
+  src.tagi.heuristics.rules.get_custom_heuristics:
+    name: get_custom_heuristics
+    module: src.tagi.heuristics.rules
+    line: 18
+    cyclomatic_complexity: 1
     calls_out: 1
+    calls_in: 0
+  src.tagi.analyzer.dependency_graph._longest_path_length:
+    name: _longest_path_length
+    module: src.tagi.analyzer.dependency_graph
+    line: 203
+    cyclomatic_complexity: 4
+    calls_out: 3
+    calls_in: 2
+  src.tagi.utils.paths.path_endswith:
+    name: path_endswith
+    module: src.tagi.utils.paths
+    line: 22
+    cyclomatic_complexity: 1
+    calls_out: 2
+    calls_in: 6
+  src.tagi.heuristics.tags._tag_change:
+    name: _tag_change
+    module: src.tagi.heuristics.tags
+    line: 23
+    cyclomatic_complexity: 2
+    calls_out: 10
     calls_in: 1
-  src.tagi.composer.commit_message._improve_with_llm:
-    name: _improve_with_llm
-    module: src.tagi.composer.commit_message
-    line: 52
+  src.tagi.cli.main._configure_command_logging:
+    name: _configure_command_logging
+    module: src.tagi.cli.main
+    line: 44
     cyclomatic_complexity: 2
     calls_out: 2
     calls_in: 1
-  src.tagi.hooks.list_hooks:
-    name: list_hooks
-    module: src.tagi.hooks
-    line: 86
-    cyclomatic_complexity: 5
-    calls_out: 7
-    calls_in: 0
-  src.tagi.analyzer.dependency_graph.analyze_python_imports:
-    name: analyze_python_imports
-    module: src.tagi.analyzer.dependency_graph
-    line: 33
+  tagi.cli.provider_commands.detect_provider_command:
+    name: detect_provider_command
+    module: tagi.cli.provider_commands
+    line: 17
     cyclomatic_complexity: 2
-    calls_out: 4
+    calls_out: 3
     calls_in: 1
-  src.tagi.utils.logger.setup_logger:
-    name: setup_logger
-    module: src.tagi.utils.logger
-    line: 9
+  src.tagi.planner.grouper.group_changes:
+    name: group_changes
+    module: src.tagi.planner.grouper
+    line: 10
     cyclomatic_complexity: 4
-    calls_out: 15
-    calls_in: 2
-  src.tagi.cli.publishing_commands.publish_command:
-    name: publish_command
-    module: src.tagi.cli.publishing_commands
-    line: 23
-    cyclomatic_complexity: 11
-    calls_out: 36
+    calls_out: 10
     calls_in: 0
-  src.tagi.analyzer.dependency_graph._mark:
-    name: _mark
-    module: src.tagi.analyzer.dependency_graph
-    line: 147
-    cyclomatic_complexity: 1
-    calls_out: 0
-    calls_in: 2
-  src.tagi.analyzer.dependency_graph._reconstruct_critical_path:
-    name: _reconstruct_critical_path
-    module: src.tagi.analyzer.dependency_graph
-    line: 244
+  src.tagi.composer.formats._commit_type:
+    name: _commit_type
+    module: src.tagi.composer.formats
+    line: 27
     cyclomatic_complexity: 3
-    calls_out: 4
+    calls_out: 0
     calls_in: 1
-  src.tagi.utils.change_filter.filter_changes_by_tags_any:
-    name: filter_changes_by_tags_any
+  tagi.providers.github.GitHubProvider.get_auth_status:
+    name: get_auth_status
+    module: tagi.providers.github
+    line: 19
+    cyclomatic_complexity: 1
+    calls_out: 2
+    calls_in: 0
+  src.tagi.utils.change_filter._resolve_tag_enums:
+    name: _resolve_tag_enums
     module: src.tagi.utils.change_filter
-    line: 97
+    line: 24
+    cyclomatic_complexity: 3
+    calls_out: 3
+    calls_in: 1
+  src.tagi.heuristics.scoring._lines_risk_weight:
+    name: _lines_risk_weight
+    module: src.tagi.heuristics.scoring
+    line: 29
     cyclomatic_complexity: 1
     calls_out: 1
     calls_in: 1
-  src.tagi.hooks._hooks_dir:
-    name: _hooks_dir
-    module: src.tagi.hooks
-    line: 9
+  src.tagi.heuristics.tags.apply_path_tags:
+    name: apply_path_tags
+    module: src.tagi.heuristics.tags
+    line: 70
+    cyclomatic_complexity: 4
+    calls_out: 2
+    calls_in: 1
+  src.tagi.utils.publish_helpers.detect_and_get_provider:
+    name: detect_and_get_provider
+    module: src.tagi.utils.publish_helpers
+    line: 10
     cyclomatic_complexity: 1
     calls_out: 1
-    calls_in: 4
-  src.tagi.cli.utility_commands.summary_command:
-    name: summary_command
-    module: src.tagi.cli.utility_commands
-    line: 25
-    cyclomatic_complexity: 7
-    calls_out: 28
-    calls_in: 0
-  src.tagi.composer.formats.generate_detailed_message:
-    name: generate_detailed_message
-    module: src.tagi.composer.formats
-    line: 84
-    cyclomatic_complexity: 3
-    calls_out: 6
     calls_in: 0
   src.tagi.heuristics.metrics._extension_impact_weight:
     name: _extension_impact_weight
     module: src.tagi.heuristics.metrics
     line: 42
     cyclomatic_complexity: 3
-    calls_out: 2
+    calls_out: 1
     calls_in: 1
-  src.tagi.composer.formats.generate_oneline_message:
-    name: generate_oneline_message
-    module: src.tagi.composer.formats
-    line: 115
-    cyclomatic_complexity: 4
-    calls_out: 3
+  tagi.planner.branch_grouper.group_by_branch:
+    name: group_by_branch
+    module: tagi.planner.branch_grouper
+    line: 7
+    cyclomatic_complexity: 8
+    calls_out: 10
     calls_in: 0
-  src.tagi.cli.main.detect_provider:
-    name: detect_provider
-    module: src.tagi.cli.main
-    line: 111
+  tagi.planner.branch_grouper.get_branch_info:
+    name: get_branch_info
+    module: tagi.planner.branch_grouper
+    line: 56
+    cyclomatic_complexity: 5
+    calls_out: 6
+    calls_in: 0
+  src.tagi.cli.display_utils._display_groups:
+    name: _display_groups
+    module: src.tagi.cli.display_utils
+    line: 52
+    cyclomatic_complexity: 4
+    calls_out: 6
+    calls_in: 1
+  tagi.scanner.status.scan_repo:
+    name: scan_repo
+    module: tagi.scanner.status
+    line: 11
+    cyclomatic_complexity: 7
+    calls_out: 15
+    calls_in: 0
+  src.tagi.composer.summary.generate_summary:
+    name: generate_summary
+    module: src.tagi.composer.summary
+    line: 10
+    cyclomatic_complexity: 8
+    calls_out: 8
+    calls_in: 0
+  src.tagi.utils.change_filter._changes_matching_tag:
+    name: _changes_matching_tag
+    module: src.tagi.utils.change_filter
+    line: 19
+    cyclomatic_complexity: 3
+    calls_out: 0
+    calls_in: 1
+  src.tagi.heuristics.scoring.calculate_risk_score:
+    name: calculate_risk_score
+    module: src.tagi.heuristics.scoring
+    line: 20
+    cyclomatic_complexity: 1
+    calls_out: 4
+    calls_in: 1
+  src.tagi.utils.paths.path_matches:
+    name: path_matches
+    module: src.tagi.utils.paths
+    line: 17
+    cyclomatic_complexity: 1
+    calls_out: 2
+    calls_in: 6
+  src.tagi.analyzer.dependency_graph._find_longest_start:
+    name: _find_longest_start
+    module: src.tagi.analyzer.dependency_graph
+    line: 221
+    cyclomatic_complexity: 1
+    calls_out: 2
+    calls_in: 1
+  src.tagi.utils.change_filter._changes_matching_all:
+    name: _changes_matching_all
+    module: src.tagi.utils.change_filter
+    line: 40
+    cyclomatic_complexity: 4
+    calls_out: 1
+    calls_in: 1
+  tagi.providers.base.BaseProvider._run_command:
+    name: _run_command
+    module: tagi.providers.base
+    line: 50
     cyclomatic_complexity: 1
     calls_out: 1
     calls_in: 0
@@ -551,82 +628,173 @@ nodes:
     cyclomatic_complexity: 3
     calls_out: 1
     calls_in: 1
-  src.tagi.hooks.check_hooks_installed:
-    name: check_hooks_installed
-    module: src.tagi.hooks
-    line: 68
+  src.tagi.cli.inspection_commands.file_command:
+    name: file_command
+    module: src.tagi.cli.inspection_commands
+    line: 89
+    cyclomatic_complexity: 7
+    calls_out: 14
+    calls_in: 0
+  src.tagi.cli.main._is_known_tag:
+    name: _is_known_tag
+    module: src.tagi.cli.main
+    line: 57
     cyclomatic_complexity: 2
-    calls_out: 3
-    calls_in: 1
-  src.tagi.heuristics.tags._size_tags:
-    name: _size_tags
-    module: src.tagi.heuristics.tags
-    line: 59
-    cyclomatic_complexity: 3
-    calls_out: 0
+    calls_out: 2
     calls_in: 1
-  src.tagi.heuristics.rules._get_config_attr:
-    name: _get_config_attr
-    module: src.tagi.heuristics.rules
-    line: 8
+  src.tagi.utils.change_filter.filter_changes_by_tags_any:
+    name: filter_changes_by_tags_any
+    module: src.tagi.utils.change_filter
+    line: 97
     cyclomatic_complexity: 1
-    calls_out: 2
-    calls_in: 2
-  src.tagi.analyzer.dependency_graph._longest_path_length:
-    name: _longest_path_length
-    module: src.tagi.analyzer.dependency_graph
-    line: 203
-    cyclomatic_complexity: 4
-    calls_out: 3
-    calls_in: 2
-  src.tagi.cli.main._configure_command_logging:
-    name: _configure_command_logging
+    calls_out: 1
+    calls_in: 1
+  src.tagi.cli.main._ensure_tag_prefix:
+    name: _ensure_tag_prefix
     module: src.tagi.cli.main
-    line: 44
+    line: 50
     cyclomatic_complexity: 2
-    calls_out: 2
+    calls_out: 1
     calls_in: 1
-  src.tagi.cli.utility_commands.draft_command:
-    name: draft_command
-    module: src.tagi.cli.utility_commands
-    line: 180
+  tagi.cli.provider_commands.create_pr:
+    name: create_pr
+    module: tagi.cli.provider_commands
+    line: 41
     cyclomatic_complexity: 4
-    calls_out: 17
+    calls_out: 8
     calls_in: 0
-  src.tagi.composer._tags.summary_tag:
-    name: summary_tag
-    module: src.tagi.composer._tags
-    line: 20
-    cyclomatic_complexity: 3
+  src.tagi.cli.git_operations.auto_command:
+    name: auto_command
+    module: src.tagi.cli.git_operations
+    line: 148
+    cyclomatic_complexity: 1
+    calls_out: 8
+    calls_in: 0
+  src.tagi.utils.change_stats.calculate_tag_statistics:
+    name: calculate_tag_statistics
+    module: src.tagi.utils.change_stats
+    line: 17
+    cyclomatic_complexity: 1
+    calls_out: 2
+    calls_in: 3
+  src.tagi.heuristics.metrics._calculate_dependency_depth:
+    name: _calculate_dependency_depth
+    module: src.tagi.heuristics.metrics
+    line: 148
+    cyclomatic_complexity: 4
+    calls_out: 3
+    calls_in: 1
+  tagi.utils.detect_provider.detect_git_provider:
+    name: detect_git_provider
+    module: tagi.utils.detect_provider
+    line: 29
+    cyclomatic_complexity: 5
     calls_out: 2
+    calls_in: 1
+  src.tagi.utils.change_stats.display_statistics_table:
+    name: display_statistics_table
+    module: src.tagi.utils.change_stats
+    line: 29
+    cyclomatic_complexity: 1
+    calls_out: 12
     calls_in: 4
-  src.tagi.utils.risk.average_risk:
-    name: average_risk
+  src.tagi.composer.commit_message.generate_commit_message:
+    name: generate_commit_message
+    module: src.tagi.composer.commit_message
+    line: 36
+    cyclomatic_complexity: 5
+    calls_out: 8
+    calls_in: 1
+  src.tagi.providers.utils.pr.build_pr_command:
+    name: build_pr_command
+    module: src.tagi.providers.utils.pr
+    line: 10
+    cyclomatic_complexity: 5
+    calls_out: 2
+    calls_in: 2
+  src.tagi.utils.risk.total_lines_changed:
+    name: total_lines_changed
     module: src.tagi.utils.risk
-    line: 22
+    line: 8
+    cyclomatic_complexity: 2
+    calls_out: 1
+    calls_in: 8
+  src.tagi.heuristics.scoring._tag_risk_weight:
+    name: _tag_risk_weight
+    module: src.tagi.heuristics.scoring
+    line: 34
     cyclomatic_complexity: 3
     calls_out: 2
-    calls_in: 8
-  src.tagi.composer.formats._describe_changes:
-    name: _describe_changes
-    module: src.tagi.composer.formats
-    line: 35
+    calls_in: 1
+  src.tagi.analyzer.dependency_graph._collect_import_names:
+    name: _collect_import_names
+    module: src.tagi.analyzer.dependency_graph
+    line: 10
+    cyclomatic_complexity: 7
+    calls_out: 5
+    calls_in: 1
+  src.tagi.heuristics.tags.apply_tags:
+    name: apply_tags
+    module: src.tagi.heuristics.tags
+    line: 13
     cyclomatic_complexity: 2
     calls_out: 2
+    calls_in: 0
+  tagi.scanner.files.count_lines_changed:
+    name: count_lines_changed
+    module: tagi.scanner.files
+    line: 8
+    cyclomatic_complexity: 7
+    calls_out: 7
     calls_in: 1
-  src.tagi.providers.utils.auth.is_authenticated_from_result:
-    name: is_authenticated_from_result
-    module: src.tagi.providers.utils.auth
-    line: 23
+  src.tagi.composer.formats.generate_detailed_message:
+    name: generate_detailed_message
+    module: src.tagi.composer.formats
+    line: 84
+    cyclomatic_complexity: 3
+    calls_out: 6
+    calls_in: 0
+  src.tagi.cli.core_commands.stats_command:
+    name: stats_command
+    module: src.tagi.cli.core_commands
+    line: 65
+    cyclomatic_complexity: 7
+    calls_out: 15
+    calls_in: 0
+  tagi.scanner.diff.get_staged_diff:
+    name: get_staged_diff
+    module: tagi.scanner.diff
+    line: 11
     cyclomatic_complexity: 1
-    calls_out: 0
-    calls_in: 2
-  src.tagi.cli.git_operations.send_command:
-    name: send_command
+    calls_out: 1
+    calls_in: 0
+  src.tagi.analyzer.dependency_graph.detect_cycles:
+    name: detect_cycles
+    module: src.tagi.analyzer.dependency_graph
+    line: 184
+    cyclomatic_complexity: 4
+    calls_out: 1
+    calls_in: 0
+  src.tagi.cli.display_utils._display_changes:
+    name: _display_changes
+    module: src.tagi.cli.display_utils
+    line: 14
+    cyclomatic_complexity: 3
+    calls_out: 8
+    calls_in: 3
+  src.tagi.cli.git_operations._is_known_tag:
+    name: _is_known_tag
     module: src.tagi.cli.git_operations
-    line: 90
-    cyclomatic_complexity: 7
-    calls_out: 26
+    line: 28
+    cyclomatic_complexity: 2
+    calls_out: 2
+    calls_in: 1
+  src.tagi.heuristics.metrics._calculate_impact:
+    name: _calculate_impact
+    module: src.tagi.heuristics.metrics
+    line: 106
+    cyclomatic_complexity: 1
+    calls_out: 3
     calls_in: 1
   src.tagi.hooks.run_hook:
     name: run_hook
@@ -635,258 +803,209 @@ nodes:
     cyclomatic_complexity: 2
     calls_out: 5
     calls_in: 0
-  src.tagi.planner.selector.select_changes_by_tag:
-    name: select_changes_by_tag
-    module: src.tagi.planner.selector
-    line: 8
-    cyclomatic_complexity: 3
-    calls_out: 0
-    calls_in: 1
-  src.tagi.heuristics.metrics.calculate_metrics:
-    name: calculate_metrics
-    module: src.tagi.heuristics.metrics
-    line: 51
+  src.tagi.providers.utils.auth.is_authenticated_from_result:
+    name: is_authenticated_from_result
+    module: src.tagi.providers.utils.auth
+    line: 23
     cyclomatic_complexity: 1
-    calls_out: 6
-    calls_in: 1
-  src.tagi.scanner.status.parse_status:
-    name: parse_status
-    module: src.tagi.scanner.status
-    line: 57
-    cyclomatic_complexity: 4
     calls_out: 0
-    calls_in: 1
-  src.tagi.heuristics.metrics._calculate_stability:
-    name: _calculate_stability
-    module: src.tagi.heuristics.metrics
-    line: 118
+    calls_in: 2
+  tagi.utils.commands.run_command:
+    name: run_command
+    module: tagi.utils.commands
+    line: 12
     cyclomatic_complexity: 1
-    calls_out: 2
-    calls_in: 1
-  src.tagi.cli.display_utils._format_tags:
-    name: _format_tags
-    module: src.tagi.cli.display_utils
-    line: 35
-    cyclomatic_complexity: 5
-    calls_out: 3
-    calls_in: 4
-  src.tagi.cli.git_operations._resolve_send_target:
-    name: _resolve_send_target
-    module: src.tagi.cli.git_operations
-    line: 37
-    cyclomatic_complexity: 5
-    calls_out: 5
-    calls_in: 1
-  src.tagi.planner.grouper.group_changes:
-    name: group_changes
-    module: src.tagi.planner.grouper
-    line: 10
+    calls_out: 1
+    calls_in: 10
+  src.tagi.composer.formats.generate_oneline_message:
+    name: generate_oneline_message
+    module: src.tagi.composer.formats
+    line: 115
     cyclomatic_complexity: 4
-    calls_out: 10
+    calls_out: 3
     calls_in: 0
-  src.tagi.heuristics.metrics._calculate_test_impact:
-    name: _calculate_test_impact
-    module: src.tagi.heuristics.metrics
-    line: 135
-    cyclomatic_complexity: 4
-    calls_out: 2
-    calls_in: 1
-  src.tagi.utils.detect_provider.get_provider:
-    name: get_provider
-    module: src.tagi.utils.detect_provider
-    line: 12
+  src.tagi.heuristics.tags._custom_config_tags:
+    name: _custom_config_tags
+    module: src.tagi.heuristics.tags
+    line: 49
     cyclomatic_complexity: 3
     calls_out: 3
-    calls_in: 6
-  src.tagi.heuristics.tags.apply_tags:
-    name: apply_tags
-    module: src.tagi.heuristics.tags
-    line: 12
+    calls_in: 1
+  src.tagi.composer._tags.all_tag_values:
+    name: all_tag_values
+    module: src.tagi.composer._tags
+    line: 15
     cyclomatic_complexity: 2
-    calls_out: 2
+    calls_out: 1
     calls_in: 0
-  src.tagi.providers.utils.auth.get_auth_status_from_result:
-    name: get_auth_status_from_result
-    module: src.tagi.providers.utils.auth
-    line: 7
+  tagi.cli.provider_commands.create_mr:
+    name: create_mr
+    module: tagi.cli.provider_commands
+    line: 61
+    cyclomatic_complexity: 4
+    calls_out: 8
+    calls_in: 0
+  src.tagi.providers.utils.pr.execute_pr_command:
+    name: execute_pr_command
+    module: src.tagi.providers.utils.pr
+    line: 35
     cyclomatic_complexity: 2
     calls_out: 0
     calls_in: 2
-  src.tagi.utils.change_filter.filter_changes_by_tag:
-    name: filter_changes_by_tag
-    module: src.tagi.utils.change_filter
-    line: 84
-    cyclomatic_complexity: 1
-    calls_out: 1
-    calls_in: 0
-  src.tagi.providers.github.GitHubProvider.get_auth_status:
-    name: get_auth_status
-    module: src.tagi.providers.github
-    line: 20
-    cyclomatic_complexity: 1
+  tagi.cli.provider_commands._current_branch:
+    name: _current_branch
+    module: tagi.cli.provider_commands
+    line: 27
+    cyclomatic_complexity: 2
     calls_out: 2
+    calls_in: 1
+  src.tagi.cli.main.setup_logging:
+    name: setup_logging
+    module: src.tagi.cli.main
+    line: 37
+    cyclomatic_complexity: 2
+    calls_out: 4
     calls_in: 0
-  src.tagi.scanner.files.count_lines_changed:
-    name: count_lines_changed
-    module: src.tagi.scanner.files
-    line: 6
-    cyclomatic_complexity: 7
+  src.tagi.hooks.list_hooks:
+    name: list_hooks
+    module: src.tagi.hooks
+    line: 86
+    cyclomatic_complexity: 5
     calls_out: 7
+    calls_in: 0
+  tagi.cli.provider_commands._pr_spec:
+    name: _pr_spec
+    module: tagi.cli.provider_commands
+    line: 36
+    cyclomatic_complexity: 1
+    calls_out: 2
+    calls_in: 2
+  src.tagi.config.Config.should_ignore:
+    name: should_ignore
+    module: src.tagi.config
+    line: 111
+    cyclomatic_complexity: 2
+    calls_out: 2
     calls_in: 1
-  src.tagi.composer.formats._detailed_file_lines:
-    name: _detailed_file_lines
-    module: src.tagi.composer.formats
-    line: 75
-    cyclomatic_complexity: 3
-    calls_out: 1
-    calls_in: 1
-  src.tagi.cli.display_utils._display_changes:
-    name: _display_changes
-    module: src.tagi.cli.display_utils
-    line: 14
+  src.tagi.cli.main._resolve_send_target:
+    name: _resolve_send_target
+    module: src.tagi.cli.main
+    line: 66
+    cyclomatic_complexity: 5
+    calls_out: 5
+    calls_in: 0
+  src.tagi.utils.logger.setup_logger:
+    name: setup_logger
+    module: src.tagi.utils.logger
+    line: 9
+    cyclomatic_complexity: 4
+    calls_out: 15
+    calls_in: 2
+  src.tagi.cli.scan_utils.scan_and_tag:
+    name: scan_and_tag
+    module: src.tagi.cli.scan_utils
+    line: 10
     cyclomatic_complexity: 3
-    calls_out: 8
-    calls_in: 3
-  src.tagi.planner.grouper.group_by_tag:
-    name: group_by_tag
-    module: src.tagi.planner.grouper
-    line: 37
+    calls_out: 6
+    calls_in: 11
+  tagi.scanner.diff.get_diff:
+    name: get_diff
+    module: tagi.scanner.diff
+    line: 6
     cyclomatic_complexity: 1
     calls_out: 1
-    calls_in: 0
-  src.tagi.analyzer.metrics.MetricsCollector.collect:
-    name: collect
-    module: src.tagi.analyzer.metrics
-    line: 25
-    cyclomatic_complexity: 10
-    calls_out: 5
-    calls_in: 0
-  src.tagi.utils.risk.total_lines_changed:
-    name: total_lines_changed
-    module: src.tagi.utils.risk
+    calls_in: 3
+  src.tagi.heuristics.rules._get_config_attr:
+    name: _get_config_attr
+    module: src.tagi.heuristics.rules
     line: 8
-    cyclomatic_complexity: 2
-    calls_out: 1
-    calls_in: 8
-  src.tagi.cli.core_commands.list_command:
-    name: list_command
-    module: src.tagi.cli.core_commands
-    line: 40
     cyclomatic_complexity: 1
     calls_out: 2
-    calls_in: 0
-  src.tagi.providers.gitlab.GitLabProvider.is_authenticated:
-    name: is_authenticated
-    module: src.tagi.providers.gitlab
-    line: 16
+    calls_in: 2
+  src.tagi.heuristics.metrics._calculate_stability:
+    name: _calculate_stability
+    module: src.tagi.heuristics.metrics
+    line: 117
     cyclomatic_complexity: 1
     calls_out: 2
+    calls_in: 1
+  src.tagi.cli.utility_commands.draft_command:
+    name: draft_command
+    module: src.tagi.cli.utility_commands
+    line: 180
+    cyclomatic_complexity: 4
+    calls_out: 17
     calls_in: 0
-  src.tagi.planner.sorter.sort_by_complexity:
-    name: sort_by_complexity
-    module: src.tagi.planner.sorter
-    line: 7
-    cyclomatic_complexity: 1
-    calls_out: 4
-    calls_in: 2
-  src.tagi.cli.provider_commands.create_pr:
+  tagi.providers.github.GitHubProvider.create_pr:
     name: create_pr
-    module: src.tagi.cli.provider_commands
-    line: 42
-    cyclomatic_complexity: 4
-    calls_out: 8
+    module: tagi.providers.github
+    line: 30
+    cyclomatic_complexity: 1
+    calls_out: 3
     calls_in: 0
-  src.tagi.analyzer.dependency_graph._cycle_from:
-    name: _cycle_from
-    module: src.tagi.analyzer.dependency_graph
-    line: 152
+  src.tagi.heuristics.metrics.calculate_metrics:
+    name: calculate_metrics
+    module: src.tagi.heuristics.metrics
+    line: 50
     cyclomatic_complexity: 1
-    calls_out: 1
+    calls_out: 6
     calls_in: 1
-  src.tagi.utils.change_stats.calculate_tag_statistics:
-    name: calculate_tag_statistics
-    module: src.tagi.utils.change_stats
-    line: 17
+  src.tagi.cli.core_commands.list_groups_command:
+    name: list_groups_command
+    module: src.tagi.cli.core_commands
+    line: 33
     cyclomatic_complexity: 1
     calls_out: 2
-    calls_in: 3
-  src.tagi.utils.publish_helpers.detect_and_get_provider:
-    name: detect_and_get_provider
-    module: src.tagi.utils.publish_helpers
-    line: 10
+    calls_in: 0
+  tagi.executor.git.GitExecutor._run_command:
+    name: _run_command
+    module: tagi.executor.git
+    line: 15
     cyclomatic_complexity: 1
     calls_out: 1
     calls_in: 0
-  src.tagi.cli.core_commands.stats_command:
-    name: stats_command
-    module: src.tagi.cli.core_commands
-    line: 65
-    cyclomatic_complexity: 7
-    calls_out: 15
-    calls_in: 0
-  src.tagi.composer.commit_message.generate_commit_message:
-    name: generate_commit_message
-    module: src.tagi.composer.commit_message
-    line: 36
-    cyclomatic_complexity: 5
-    calls_out: 8
-    calls_in: 1
-  src.tagi.cli.publishing_commands.deploy_command:
-    name: deploy_command
-    module: src.tagi.cli.publishing_commands
-    line: 96
-    cyclomatic_complexity: 5
-    calls_out: 22
+  tagi.providers.gitlab.GitLabProvider.get_auth_status:
+    name: get_auth_status
+    module: tagi.providers.gitlab
+    line: 20
+    cyclomatic_complexity: 1
+    calls_out: 2
     calls_in: 0
-  src.tagi.utils.summary_helpers.build_statistics_section:
-    name: build_statistics_section
-    module: src.tagi.utils.summary_helpers
-    line: 31
+  tagi.providers.gitlab.GitLabProvider.create_pr:
+    name: create_pr
+    module: tagi.providers.gitlab
+    line: 39
     cyclomatic_complexity: 1
-    calls_out: 4
+    calls_out: 3
     calls_in: 0
-  src.tagi.cli.main._ensure_tag_prefix:
+  src.tagi.cli.publishing_commands._ensure_tag_prefix:
     name: _ensure_tag_prefix
-    module: src.tagi.cli.main
-    line: 50
+    module: src.tagi.cli.publishing_commands
+    line: 16
     cyclomatic_complexity: 2
     calls_out: 1
-    calls_in: 1
-  src.tagi.utils.change_filter.filter_changes_by_tags_all:
-    name: filter_changes_by_tags_all
-    module: src.tagi.utils.change_filter
-    line: 110
-    cyclomatic_complexity: 1
-    calls_out: 1
-    calls_in: 0
-  src.tagi.cli.core_commands.scan_command:
-    name: scan_command
-    module: src.tagi.cli.core_commands
-    line: 14
-    cyclomatic_complexity: 3
-    calls_out: 7
-    calls_in: 0
-  src.tagi.composer._tags.all_tags:
-    name: all_tags
-    module: src.tagi.composer._tags
-    line: 8
+    calls_in: 2
+  src.tagi.analyzer.dependency_graph._dfs_visit:
+    name: _dfs_visit
+    module: src.tagi.analyzer.dependency_graph
+    line: 158
+    cyclomatic_complexity: 5
+    calls_out: 8
+    calls_in: 2
+  src.tagi.analyzer.dependency_graph._reconstruct_critical_path:
+    name: _reconstruct_critical_path
+    module: src.tagi.analyzer.dependency_graph
+    line: 244
     cyclomatic_complexity: 3
-    calls_out: 2
-    calls_in: 3
-  src.tagi.heuristics.scoring._lines_risk_weight:
-    name: _lines_risk_weight
-    module: src.tagi.heuristics.scoring
-    line: 29
-    cyclomatic_complexity: 1
-    calls_out: 1
+    calls_out: 4
+    calls_in: 1
+  tagi.scanner.status.parse_status:
+    name: parse_status
+    module: tagi.scanner.status
+    line: 51
+    cyclomatic_complexity: 4
+    calls_out: 0
     calls_in: 1
-  src.tagi.cli.git_operations.auto_command:
-    name: auto_command
-    module: src.tagi.cli.git_operations
-    line: 148
-    cyclomatic_complexity: 1
-    calls_out: 8
-    calls_in: 0
   src.tagi.cli.git_operations._filter_by_tag:
     name: _filter_by_tag
     module: src.tagi.cli.git_operations
@@ -894,70 +1013,37 @@ nodes:
     cyclomatic_complexity: 3
     calls_out: 4
     calls_in: 1
-  src.tagi.utils.change_filter._normalize_tag:
-    name: _normalize_tag
-    module: src.tagi.utils.change_filter
-    line: 14
-    cyclomatic_complexity: 2
-    calls_out: 1
-    calls_in: 2
-  src.tagi.utils.detect_provider.detect_git_provider:
-    name: detect_git_provider
-    module: src.tagi.utils.detect_provider
-    line: 29
-    cyclomatic_complexity: 4
-    calls_out: 2
-    calls_in: 1
-  src.tagi.heuristics.rules.get_custom_rules:
-    name: get_custom_rules
-    module: src.tagi.heuristics.rules
-    line: 13
+  src.tagi.hooks._hooks_dir:
+    name: _hooks_dir
+    module: src.tagi.hooks
+    line: 9
     cyclomatic_complexity: 1
     calls_out: 1
-    calls_in: 0
-  src.tagi.analyzer.dependency_graph._next_critical_node:
-    name: _next_critical_node
-    module: src.tagi.analyzer.dependency_graph
-    line: 226
-    cyclomatic_complexity: 5
-    calls_out: 2
-    calls_in: 1
-  src.tagi.composer._tags.infer_scope:
-    name: infer_scope
-    module: src.tagi.composer._tags
-    line: 41
-    cyclomatic_complexity: 7
-    calls_out: 2
-    calls_in: 1
-  src.tagi.planner.sorter.group_by_complexity:
-    name: group_by_complexity
-    module: src.tagi.planner.sorter
-    line: 80
-    cyclomatic_complexity: 5
-    calls_out: 7
-    calls_in: 0
-  src.tagi.utils.change_stats.display_statistics_table:
-    name: display_statistics_table
-    module: src.tagi.utils.change_stats
-    line: 29
-    cyclomatic_complexity: 1
-    calls_out: 12
     calls_in: 4
-  src.tagi.providers.github.GitHubProvider.create_pr:
-    name: create_pr
-    module: src.tagi.providers.github
-    line: 32
-    cyclomatic_complexity: 1
-    calls_out: 3
+  src.tagi.analyzer.dependency_graph.build_dependency_graph:
+    name: build_dependency_graph
+    module: src.tagi.analyzer.dependency_graph
+    line: 54
+    cyclomatic_complexity: 3
+    calls_out: 4
     calls_in: 0
-  src.tagi.heuristics.scoring._change_type_risk_weight:
-    name: _change_type_risk_weight
-    module: src.tagi.heuristics.scoring
-    line: 39
+  src.tagi.planner.sorter.sort_by_complexity:
+    name: sort_by_complexity
+    module: src.tagi.planner.sorter
+    line: 7
     cyclomatic_complexity: 1
-    calls_out: 1
-    calls_in: 1
+    calls_out: 4
+    calls_in: 2
 edges:
+- caller: src.tagi.config.Config.get_tag_for_path
+  callee: src.tagi.utils.paths.path_matches
+  call_type: resolved
+- caller: src.tagi.config.Config.get_heuristics_for_path
+  callee: src.tagi.utils.paths.path_matches
+  call_type: resolved
+- caller: src.tagi.config.Config.should_ignore
+  callee: src.tagi.utils.paths.path_matches
+  call_type: resolved
 - caller: src.tagi.hooks._pre_commit_hook
   callee: src.tagi.hooks._hooks_dir
   call_type: resolved
@@ -1027,6 +1113,12 @@ edges:
 - caller: src.tagi.planner.grouper.group_by_tag
   callee: src.tagi.planner.selector.select_changes_by_tag
   call_type: resolved
+- caller: tagi.planner.branch_grouper.group_by_branch
+  callee: tagi.utils.commands.run_command
+  call_type: resolved
+- caller: tagi.planner.branch_grouper.get_branch_info
+  callee: tagi.utils.commands.run_command
+  call_type: resolved
 - caller: src.tagi.cli.git_operations._is_known_tag
   callee: src.tagi.cli.git_operations._ensure_tag_prefix
   call_type: resolved
@@ -1040,7 +1132,7 @@ edges:
   callee: src.tagi.cli.git_operations._ensure_tag_prefix
   call_type: resolved
 - caller: src.tagi.cli.git_operations._execute_git_operations
-  callee: src.tagi.utils.detect_provider.get_provider
+  callee: tagi.utils.detect_provider.get_provider
   call_type: resolved
 - caller: src.tagi.cli.git_operations.send_command
   callee: src.tagi.cli.git_operations._resolve_send_target
@@ -1076,25 +1168,28 @@ edges:
   callee: src.tagi.cli.scan_utils.scan_and_tag
   call_type: resolved
 - caller: src.tagi.cli.inspection_commands.file_command
-  callee: src.tagi.scanner.diff.get_diff
+  callee: tagi.scanner.diff.get_diff
   call_type: resolved
-- caller: src.tagi.cli.provider_commands.detect_provider_command
-  callee: src.tagi.utils.detect_provider.get_provider
+- caller: tagi.cli.provider_commands.detect_provider_command
+  callee: tagi.utils.detect_provider.get_provider
   call_type: resolved
-- caller: src.tagi.cli.provider_commands._pr_spec
-  callee: src.tagi.cli.provider_commands._current_branch
+- caller: tagi.cli.provider_commands._current_branch
+  callee: tagi.utils.commands.run_command
   call_type: resolved
-- caller: src.tagi.cli.provider_commands.create_pr
-  callee: src.tagi.utils.detect_provider.get_provider
+- caller: tagi.cli.provider_commands._pr_spec
+  callee: tagi.cli.provider_commands._current_branch
   call_type: resolved
-- caller: src.tagi.cli.provider_commands.create_pr
-  callee: src.tagi.cli.provider_commands._pr_spec
+- caller: tagi.cli.provider_commands.create_pr
+  callee: tagi.utils.detect_provider.get_provider
   call_type: resolved
-- caller: src.tagi.cli.provider_commands.create_mr
-  callee: src.tagi.utils.detect_provider.get_provider
+- caller: tagi.cli.provider_commands.create_pr
+  callee: tagi.cli.provider_commands._pr_spec
   call_type: resolved
-- caller: src.tagi.cli.provider_commands.create_mr
-  callee: src.tagi.cli.provider_commands._pr_spec
+- caller: tagi.cli.provider_commands.create_mr
+  callee: tagi.utils.detect_provider.get_provider
+  call_type: resolved
+- caller: tagi.cli.provider_commands.create_mr
+  callee: tagi.cli.provider_commands._pr_spec
   call_type: resolved
 - caller: src.tagi.cli.core_commands.scan_command
   callee: src.tagi.cli.scan_utils.scan_and_tag
@@ -1151,7 +1246,7 @@ edges:
   callee: src.tagi.cli.main._is_known_tag
   call_type: resolved
 - caller: src.tagi.cli.main.detect_provider
-  callee: src.tagi.cli.provider_commands.detect_provider_command
+  callee: tagi.cli.provider_commands.detect_provider_command
   call_type: resolved
 - caller: src.tagi.cli.publishing_commands.publish_command
   callee: src.tagi.cli.scan_utils.scan_and_tag
@@ -1189,38 +1284,53 @@ edges:
 - caller: src.tagi.cli.utility_commands.draft_command
   callee: src.tagi.composer.commit_message.generate_commit_message
   call_type: resolved
-- caller: src.tagi.providers.gitlab.GitLabProvider.is_authenticated
+- caller: tagi.providers.base.BaseProvider._run_command
+  callee: tagi.utils.commands.run_command
+  call_type: resolved
+- caller: tagi.providers.gitlab.GitLabProvider.is_authenticated
   callee: src.tagi.providers.utils.auth.is_authenticated_from_result
   call_type: resolved
-- caller: src.tagi.providers.gitlab.GitLabProvider.get_auth_status
+- caller: tagi.providers.gitlab.GitLabProvider.get_auth_status
   callee: src.tagi.providers.utils.auth.get_auth_status_from_result
   call_type: resolved
-- caller: src.tagi.providers.gitlab.GitLabProvider.create_pr
+- caller: tagi.providers.gitlab.GitLabProvider.create_pr
   callee: src.tagi.providers.utils.pr.execute_pr_command
   call_type: resolved
-- caller: src.tagi.providers.gitlab.GitLabProvider.create_pr
+- caller: tagi.providers.gitlab.GitLabProvider.create_pr
   callee: src.tagi.providers.utils.pr.build_pr_command
   call_type: resolved
-- caller: src.tagi.providers.github.GitHubProvider.is_authenticated
+- caller: tagi.providers.github.GitHubProvider.is_authenticated
   callee: src.tagi.providers.utils.auth.is_authenticated_from_result
   call_type: resolved
-- caller: src.tagi.providers.github.GitHubProvider.get_auth_status
+- caller: tagi.providers.github.GitHubProvider.get_auth_status
   callee: src.tagi.providers.utils.auth.get_auth_status_from_result
   call_type: resolved
-- caller: src.tagi.providers.github.GitHubProvider.create_pr
+- caller: tagi.providers.github.GitHubProvider.create_pr
   callee: src.tagi.providers.utils.pr.execute_pr_command
   call_type: resolved
-- caller: src.tagi.providers.github.GitHubProvider.create_pr
+- caller: tagi.providers.github.GitHubProvider.create_pr
   callee: src.tagi.providers.utils.pr.build_pr_command
   call_type: resolved
-- caller: src.tagi.scanner.status.scan_repo
+- caller: tagi.scanner.files.count_lines_changed
+  callee: tagi.utils.commands.run_command
+  call_type: resolved
+- caller: tagi.scanner.status.scan_repo
+  callee: tagi.utils.commands.run_command
+  call_type: resolved
+- caller: tagi.scanner.status.scan_repo
   callee: src.tagi.config.load_config
   call_type: resolved
-- caller: src.tagi.scanner.status.scan_repo
+- caller: tagi.scanner.status.scan_repo
   callee: src.tagi.config.Config.should_ignore
   call_type: resolved
-- caller: src.tagi.scanner.status.scan_repo
-  callee: src.tagi.scanner.status.parse_status
+- caller: tagi.scanner.status.scan_repo
+  callee: tagi.scanner.status.parse_status
+  call_type: resolved
+- caller: tagi.scanner.diff.get_diff
+  callee: tagi.utils.commands.run_command
+  call_type: resolved
+- caller: tagi.scanner.diff.get_staged_diff
+  callee: tagi.utils.commands.run_command
   call_type: resolved
 - caller: src.tagi.heuristics.scoring.calculate_risk_score
   callee: src.tagi.heuristics.scoring._lines_risk_weight
@@ -1231,6 +1341,12 @@ edges:
 - caller: src.tagi.heuristics.scoring.calculate_risk_score
   callee: src.tagi.heuristics.scoring._change_type_risk_weight
   call_type: resolved
+- caller: src.tagi.heuristics.metrics._extension_complexity_weight
+  callee: src.tagi.utils.paths.path_endswith
+  call_type: resolved
+- caller: src.tagi.heuristics.metrics._extension_impact_weight
+  callee: src.tagi.utils.paths.path_endswith
+  call_type: resolved
 - caller: src.tagi.heuristics.metrics.calculate_metrics
   callee: src.tagi.heuristics.metrics._calculate_complexity
   call_type: resolved
@@ -1252,6 +1368,15 @@ edges:
 - caller: src.tagi.heuristics.metrics._calculate_impact
   callee: src.tagi.heuristics.metrics._extension_impact_weight
   call_type: resolved
+- caller: src.tagi.heuristics.metrics._calculate_test_impact
+  callee: src.tagi.utils.paths.path_endswith
+  call_type: resolved
+- caller: src.tagi.heuristics.metrics._calculate_test_impact
+  callee: src.tagi.utils.paths.path_matches
+  call_type: resolved
+- caller: src.tagi.heuristics.metrics._calculate_dependency_depth
+  callee: src.tagi.utils.paths.path_endswith
+  call_type: resolved
 - caller: src.tagi.heuristics.tags.apply_tags
   callee: src.tagi.config.load_config
   call_type: resolved
@@ -1262,7 +1387,7 @@ edges:
   callee: src.tagi.heuristics.tags._custom_config_tags
   call_type: resolved
 - caller: src.tagi.heuristics.tags._tag_change
-  callee: src.tagi.scanner.files.count_lines_changed
+  callee: tagi.scanner.files.count_lines_changed
   call_type: resolved
 - caller: src.tagi.heuristics.tags._tag_change
   callee: src.tagi.heuristics.metrics.calculate_metrics
@@ -1276,6 +1401,9 @@ edges:
 - caller: src.tagi.heuristics.tags._tag_change
   callee: src.tagi.heuristics.tags._size_tags
   call_type: resolved
+- caller: src.tagi.heuristics.tags.apply_path_tags
+  callee: src.tagi.utils.paths.path_matches
+  call_type: resolved
 - caller: src.tagi.heuristics.rules._get_config_attr
   callee: src.tagi.config.load_config
   call_type: resolved
@@ -1333,6 +1461,9 @@ edges:
 - caller: src.tagi.composer._tags.summary_tag
   callee: src.tagi.composer._tags.all_tags
   call_type: resolved
+- caller: tagi.executor.git.GitExecutor._run_command
+  callee: tagi.utils.commands.run_command
+  call_type: resolved
 - caller: src.tagi.utils.summary_helpers.build_statistics_section
   callee: src.tagi.utils.risk.total_lines_changed
   call_type: resolved
@@ -1340,7 +1471,7 @@ edges:
   callee: src.tagi.utils.risk.average_risk
   call_type: resolved
 - caller: src.tagi.utils.publish_helpers.detect_and_get_provider
-  callee: src.tagi.utils.detect_provider.get_provider
+  callee: tagi.utils.detect_provider.get_provider
   call_type: resolved
 - caller: src.tagi.utils.publish_helpers.create_publish_group
   callee: src.tagi.utils.risk.total_lines_changed
@@ -1348,8 +1479,11 @@ edges:
 - caller: src.tagi.utils.publish_helpers.create_publish_group
   callee: src.tagi.utils.risk.average_risk
   call_type: resolved
-- caller: src.tagi.utils.detect_provider.get_provider
-  callee: src.tagi.utils.detect_provider.detect_git_provider
+- caller: tagi.utils.detect_provider.get_provider
+  callee: tagi.utils.detect_provider.detect_git_provider
+  call_type: resolved
+- caller: tagi.utils.detect_provider.detect_git_provider
+  callee: tagi.utils.commands.run_command
   call_type: resolved
 - caller: src.tagi.utils.send_helpers.create_change_group
   callee: src.tagi.utils.risk.total_lines_changed
@@ -1363,6 +1497,12 @@ edges:
 - caller: src.tagi.utils.change_stats.calculate_tag_statistics
   callee: src.tagi.utils.risk.average_risk
   call_type: resolved
+- caller: src.tagi.utils.paths.path_matches
+  callee: src.tagi.utils.paths.path_key
+  call_type: resolved
+- caller: src.tagi.utils.paths.path_endswith
+  callee: src.tagi.utils.paths.path_key
+  call_type: resolved
 - caller: src.tagi.utils.change_filter._resolve_tag_enums
   callee: src.tagi.utils.change_filter._normalize_tag
   call_type: resolved
@@ -1436,12 +1576,6 @@ modules:
   - src.tagi.cli.main._resolve_send_target
   - src.tagi.cli.main.detect_provider
   - src.tagi.cli.main.setup_logging
-  src.tagi.cli.provider_commands:
-  - src.tagi.cli.provider_commands._current_branch
-  - src.tagi.cli.provider_commands._pr_spec
-  - src.tagi.cli.provider_commands.create_mr
-  - src.tagi.cli.provider_commands.create_pr
-  - src.tagi.cli.provider_commands.detect_provider_command
   src.tagi.cli.publishing_commands:
   - src.tagi.cli.publishing_commands._ensure_tag_prefix
   - src.tagi.cli.publishing_commands.deploy_command
@@ -1475,6 +1609,8 @@ modules:
   src.tagi.composer.summary:
   - src.tagi.composer.summary.generate_summary
   src.tagi.config:
+  - src.tagi.config.Config.get_heuristics_for_path
+  - src.tagi.config.Config.get_tag_for_path
   - src.tagi.config.Config.should_ignore
   - src.tagi.config.load_config
   src.tagi.heuristics.metrics:
@@ -1518,27 +1654,12 @@ modules:
   src.tagi.planner.sorter:
   - src.tagi.planner.sorter.group_by_complexity
   - src.tagi.planner.sorter.sort_by_complexity
-  src.tagi.providers.github:
-  - src.tagi.providers.github.GitHubProvider.create_pr
-  - src.tagi.providers.github.GitHubProvider.get_auth_status
-  - src.tagi.providers.github.GitHubProvider.is_authenticated
-  src.tagi.providers.gitlab:
-  - src.tagi.providers.gitlab.GitLabProvider.create_pr
-  - src.tagi.providers.gitlab.GitLabProvider.get_auth_status
-  - src.tagi.providers.gitlab.GitLabProvider.is_authenticated
   src.tagi.providers.utils.auth:
   - src.tagi.providers.utils.auth.get_auth_status_from_result
   - src.tagi.providers.utils.auth.is_authenticated_from_result
   src.tagi.providers.utils.pr:
   - src.tagi.providers.utils.pr.build_pr_command
   - src.tagi.providers.utils.pr.execute_pr_command
-  src.tagi.scanner.diff:
-  - src.tagi.scanner.diff.get_diff
-  src.tagi.scanner.files:
-  - src.tagi.scanner.files.count_lines_changed
-  src.tagi.scanner.status:
-  - src.tagi.scanner.status.parse_status
-  - src.tagi.scanner.status.scan_repo
   src.tagi.utils.change_filter:
   - src.tagi.utils.change_filter._changes_matching_all
   - src.tagi.utils.change_filter._changes_matching_any
@@ -1552,11 +1673,12 @@ modules:
   src.tagi.utils.change_stats:
   - src.tagi.utils.change_stats.calculate_tag_statistics
   - src.tagi.utils.change_stats.display_statistics_table
-  src.tagi.utils.detect_provider:
-  - src.tagi.utils.detect_provider.detect_git_provider
-  - src.tagi.utils.detect_provider.get_provider
   src.tagi.utils.logger:
   - src.tagi.utils.logger.setup_logger
+  src.tagi.utils.paths:
+  - src.tagi.utils.paths.path_endswith
+  - src.tagi.utils.paths.path_key
+  - src.tagi.utils.paths.path_matches
   src.tagi.utils.publish_helpers:
   - src.tagi.utils.publish_helpers.create_publish_group
   - src.tagi.utils.publish_helpers.detect_and_get_provider
@@ -1567,6 +1689,40 @@ modules:
   - src.tagi.utils.send_helpers.create_change_group
   src.tagi.utils.summary_helpers:
   - src.tagi.utils.summary_helpers.build_statistics_section
+  tagi.cli.provider_commands:
+  - tagi.cli.provider_commands._current_branch
+  - tagi.cli.provider_commands._pr_spec
+  - tagi.cli.provider_commands.create_mr
+  - tagi.cli.provider_commands.create_pr
+  - tagi.cli.provider_commands.detect_provider_command
+  tagi.executor.git:
+  - tagi.executor.git.GitExecutor._run_command
+  tagi.planner.branch_grouper:
+  - tagi.planner.branch_grouper.get_branch_info
+  - tagi.planner.branch_grouper.group_by_branch
+  tagi.providers.base:
+  - tagi.providers.base.BaseProvider._run_command
+  tagi.providers.github:
+  - tagi.providers.github.GitHubProvider.create_pr
+  - tagi.providers.github.GitHubProvider.get_auth_status
+  - tagi.providers.github.GitHubProvider.is_authenticated
+  tagi.providers.gitlab:
+  - tagi.providers.gitlab.GitLabProvider.create_pr
+  - tagi.providers.gitlab.GitLabProvider.get_auth_status
+  - tagi.providers.gitlab.GitLabProvider.is_authenticated
+  tagi.scanner.diff:
+  - tagi.scanner.diff.get_diff
+  - tagi.scanner.diff.get_staged_diff
+  tagi.scanner.files:
+  - tagi.scanner.files.count_lines_changed
+  tagi.scanner.status:
+  - tagi.scanner.status.parse_status
+  - tagi.scanner.status.scan_repo
+  tagi.utils.commands:
+  - tagi.utils.commands.run_command
+  tagi.utils.detect_provider:
+  - tagi.utils.detect_provider.detect_git_provider
+  - tagi.utils.detect_provider.get_provider
 entry_points:
 - src.tagi.analyzer.dependency_graph._LevelOrder.__init__
 - src.tagi.analyzer.dependency_graph._LevelOrder._drain_level
@@ -1592,8 +1748,6 @@ entry_points:
 - src.tagi.cli.main._resolve_send_target
 - src.tagi.cli.main.detect_provider
 - src.tagi.cli.main.setup_logging
-- src.tagi.cli.provider_commands.create_mr
-- src.tagi.cli.provider_commands.create_pr
 - src.tagi.cli.publishing_commands.deploy_command
 - src.tagi.cli.publishing_commands.publish_command
 - src.tagi.cli.utility_commands.draft_command
@@ -1618,15 +1772,6 @@ entry_points:
 - src.tagi.config.Config.get_tag_for_path
 - src.tagi.config.Config.get_tags_for_path
 - src.tagi.config.Config.get_template
-- src.tagi.executor.git.GitExecutor.__init__
-- src.tagi.executor.git.GitExecutor._run_command
-- src.tagi.executor.git.GitExecutor.add
-- src.tagi.executor.git.GitExecutor.commit
-- src.tagi.executor.git.GitExecutor.get_current_branch
-- src.tagi.executor.git.GitExecutor.get_remote_url
-- src.tagi.executor.git.GitExecutor.has_staged_changes
-- src.tagi.executor.git.GitExecutor.push
-- src.tagi.executor.git.GitExecutor.status
 - src.tagi.executor.publish.PublishExecutor.__init__
 - src.tagi.executor.publish.PublishExecutor.dry_run
 - src.tagi.executor.publish.PublishExecutor.publish
@@ -1646,8 +1791,6 @@ entry_points:
 - src.tagi.llm.llx_adapter.LlxAdapter.improve_message
 - src.tagi.llm.llx_adapter.LlxAdapter.is_available
 - src.tagi.models.change.ChangeMetrics.to_vector
-- src.tagi.planner.branch_grouper.get_branch_info
-- src.tagi.planner.branch_grouper.group_by_branch
 - src.tagi.planner.grouper.group_by_risk
 - src.tagi.planner.grouper.group_by_tag
 - src.tagi.planner.grouper.group_changes
@@ -1659,25 +1802,7 @@ entry_points:
 - src.tagi.planner.selector.select_small_changes
 - src.tagi.planner.sorter.group_by_complexity
 - src.tagi.planner.sorter.sort_by_tag_priority
-- src.tagi.providers.base.BaseProvider.__init__
-- src.tagi.providers.base.BaseProvider._check_git_remote_for_provider
-- src.tagi.providers.base.BaseProvider._get_git_remote_url
-- src.tagi.providers.base.BaseProvider._run_command
-- src.tagi.providers.base.BaseProvider.create_pr
-- src.tagi.providers.base.BaseProvider.detect_remote
-- src.tagi.providers.base.BaseProvider.get_auth_status
-- src.tagi.providers.base.BaseProvider.is_authenticated
 - src.tagi.providers.detector.detect_provider
-- src.tagi.providers.github.GitHubProvider.create_pr
-- src.tagi.providers.github.GitHubProvider.detect_remote
-- src.tagi.providers.github.GitHubProvider.get_auth_status
-- src.tagi.providers.github.GitHubProvider.get_token
-- src.tagi.providers.github.GitHubProvider.is_authenticated
-- src.tagi.providers.gitlab.GitLabProvider.create_pr
-- src.tagi.providers.gitlab.GitLabProvider.detect_remote
-- src.tagi.providers.gitlab.GitLabProvider.get_auth_status
-- src.tagi.providers.gitlab.GitLabProvider.get_configured_host
-- src.tagi.providers.gitlab.GitLabProvider.is_authenticated
 - src.tagi.providers.koru.KoruProvider.__init__
 - src.tagi.providers.koru.KoruProvider._deployment_recommendations
 - src.tagi.providers.koru.KoruProvider._make_api_request
@@ -1688,8 +1813,6 @@ entry_points:
 - src.tagi.providers.koru.KoruProvider.get_topology
 - src.tagi.providers.koru.KoruProvider.is_available
 - src.tagi.providers.koru.KoruProvider.run_quality_gates
-- src.tagi.scanner.diff.get_staged_diff
-- src.tagi.scanner.status.scan_repo
 - src.tagi.ui.design_tokens.DesignTokens.__init__
 - src.tagi.ui.design_tokens.DesignTokens.get_css_string
 - src.tagi.ui.design_tokens.DesignTokens.get_css_variables
@@ -1705,3 +1828,36 @@ entry_points:
 - src.tagi.utils.summary_helpers.build_report_header
 - src.tagi.utils.summary_helpers.build_statistics_section
 - src.tagi.utils.summary_helpers.build_tag_distribution_section
+- tagi.cli.provider_commands.create_mr
+- tagi.cli.provider_commands.create_pr
+- tagi.executor.git.GitExecutor.__init__
+- tagi.executor.git.GitExecutor._run_command
+- tagi.executor.git.GitExecutor.add
+- tagi.executor.git.GitExecutor.commit
+- tagi.executor.git.GitExecutor.get_current_branch
+- tagi.executor.git.GitExecutor.get_remote_url
+- tagi.executor.git.GitExecutor.has_staged_changes
+- tagi.executor.git.GitExecutor.push
+- tagi.executor.git.GitExecutor.status
+- tagi.planner.branch_grouper.get_branch_info
+- tagi.planner.branch_grouper.group_by_branch
+- tagi.providers.base.BaseProvider.__init__
+- tagi.providers.base.BaseProvider._check_git_remote_for_provider
+- tagi.providers.base.BaseProvider._get_git_remote_url
+- tagi.providers.base.BaseProvider._run_command
+- tagi.providers.base.BaseProvider.create_pr
+- tagi.providers.base.BaseProvider.detect_remote
+- tagi.providers.base.BaseProvider.get_auth_status
+- tagi.providers.base.BaseProvider.is_authenticated
+- tagi.providers.github.GitHubProvider.create_pr
+- tagi.providers.github.GitHubProvider.detect_remote
+- tagi.providers.github.GitHubProvider.get_auth_status
+- tagi.providers.github.GitHubProvider.get_token
+- tagi.providers.github.GitHubProvider.is_authenticated
+- tagi.providers.gitlab.GitLabProvider.create_pr
+- tagi.providers.gitlab.GitLabProvider.detect_remote
+- tagi.providers.gitlab.GitLabProvider.get_auth_status
+- tagi.providers.gitlab.GitLabProvider.get_configured_host
+- tagi.providers.gitlab.GitLabProvider.is_authenticated
+- tagi.scanner.diff.get_staged_diff
+- tagi.scanner.status.scan_repo
diff --git a/project/compact_flow.mmd b/project/compact_flow.mmd
index 79c3aeb..c0d95b7 100644
--- a/project/compact_flow.mmd
+++ b/project/compact_flow.mmd
@@ -1,3 +1,19 @@
 flowchart TD
-%% generated in 0.00s
-    src__tagi["src.tagi<br/>225 funcs"]
+%% generated in 0.01s
+    src__tagi["src.tagi<br/>187 funcs"]
+    tagi__cli["tagi.cli<br/>5 funcs"]
+    tagi__executor["tagi.executor<br/>9 funcs"]
+    tagi__planner["tagi.planner<br/>2 funcs"]
+    tagi__providers["tagi.providers<br/>18 funcs"]
+    tagi__scanner["tagi.scanner<br/>5 funcs"]
+    tagi__utils["tagi.utils<br/>3 funcs"]
+    tagi__providers ==>|8| src__tagi
+    src__tagi ==>|4| tagi__scanner
+    tagi__cli ==>|4| tagi__utils
+    tagi__scanner ==>|4| tagi__utils
+    src__tagi -->|3| tagi__utils
+    tagi__planner -->|2| tagi__utils
+    tagi__scanner -->|2| src__tagi
+    src__tagi -->|1| tagi__cli
+    tagi__providers -->|1| tagi__utils
+    tagi__executor -->|1| tagi__utils
diff --git a/project/duplication.toon.yaml b/project/duplication.toon.yaml
index 7da8a6a..84fbf61 100644
--- a/project/duplication.toon.yaml
+++ b/project/duplication.toon.yaml
@@ -1,110 +1,61 @@
-# redup/duplication | 10 groups | 47f 3609L | 2026-05-26
+# redup/duplication | 7 groups | 53f 4261L | 2026-09-19
 
 SUMMARY:
-  files_scanned: 47
-  total_lines:   3609
-  dup_groups:    10
-  dup_fragments: 20
+  files_scanned: 53
+  total_lines:   4261
+  dup_groups:    7
+  dup_fragments: 16
   saved_lines:   77
-  scan_ms:       2213
+  scan_ms:       661
 
-HOTSPOTS[7] (files with most duplication):
-  src/tagi/utils/inspect_helpers.py  dup=54L  groups=2  frags=3  (1.5%)
-  src/tagi/cli.py  dup=39L  groups=3  frags=5  (1.1%)
-  src/tagi/providers/github.py  dup=17L  groups=4  frags=4  (0.5%)
-  src/tagi/providers/gitlab.py  dup=17L  groups=4  frags=4  (0.5%)
-  src/tagi/utils/publish_helpers.py  dup=12L  groups=1  frags=1  (0.3%)
-  src/tagi/providers/detector.py  dup=9L  groups=1  frags=1  (0.2%)
-  src/tagi/heuristics/rules.py  dup=6L  groups=1  frags=2  (0.2%)
+DUPLICATES[7] (ranked by impact):
+  [7418edf7ccbdf120]   EXAC  _ensure_tag_prefix  L=8 N=4 saved=24 sim=1.00
+      src/tagi/cli/main.py:0-7  (_ensure_tag_prefix)
+      src/tagi/cli/git_operations.py:0-7  (_ensure_tag_prefix)
+      src/tagi/cli/publishing_commands.py:0-7  (_ensure_tag_prefix)
+      src/tagi/cli/utility_commands.py:0-7  (_ensure_tag_prefix)
+  [b657bfb2319252a0]   EXAC  _resolve_send_target  L=19 N=2 saved=19 sim=1.00
+      src/tagi/cli/main.py:0-18  (_resolve_send_target)
+      src/tagi/cli/git_operations.py:0-23  (_resolve_send_target)
+  [17c84d2d23917fb1]   EXAC  _is_known_tag  L=10 N=2 saved=10 sim=1.00
+      src/tagi/cli/main.py:0-9  (_is_known_tag)
+      src/tagi/cli/git_operations.py:0-9  (_is_known_tag)
+  [a099544d601e75e0]   STRU  get_token  L=8 N=2 saved=8 sim=1.00
+      src/tagi/providers/github.py:0-7  (get_token)
+      src/tagi/executor/git.py:0-7  (get_current_branch)
+  [baf70879846cca92]   STRU  _changes_matching_tag  L=6 N=2 saved=6 sim=1.00
+      src/tagi/utils/change_filter.py:0-5  (_changes_matching_tag)
+      src/tagi/planner/selector.py:0-5  (select_changes_by_tag)
+  [ec5f29e9c3061809]   EXAC  __init__  L=5 N=2 saved=5 sim=1.00
+      src/tagi/providers/base.py:0-4  (__init__)
+      src/tagi/executor/git.py:0-3  (__init__)
+  [161e0f409941bbdc]   STRU  is_authenticated  L=5 N=2 saved=5 sim=1.00
+      src/tagi/providers/github.py:0-4  (is_authenticated)
+      src/tagi/providers/gitlab.py:0-4  (is_authenticated)
 
-DUPLICATES[10] (ranked by impact):
-  [69031414365d89a7]   STRU  filter_changes_by_tags_any  L=21 N=2 saved=21 sim=1.00
-      src/tagi/utils/inspect_helpers.py:23-43  (filter_changes_by_tags_any)
-      src/tagi/utils/inspect_helpers.py:46-66  (filter_changes_by_tags_all)
-  [34f34aac7a5602b7]   STRU  filter_changes_by_tag  L=12 N=2 saved=12 sim=1.00
-      src/tagi/utils/inspect_helpers.py:9-20  (filter_changes_by_tag)
-      src/tagi/utils/publish_helpers.py:28-39  (filter_changes_by_tag)
-  [59cf75b9ca253237]   STRU  create_pr  L=10 N=2 saved=10 sim=1.00
-      src/tagi/cli.py:772-781  (create_pr)
-      src/tagi/cli.py:784-793  (create_mr)
-  [0defbec6f6d556b3]   EXAC  detect_provider  L=9 N=2 saved=9 sim=1.00
-      src/tagi/cli.py:761-769  (detect_provider)
-      src/tagi/providers/detector.py:7-15  (detect_provider)
-  [2f1566a469905cc9]   STRU  create_pr  L=6 N=2 saved=6 sim=1.00
-      src/tagi/providers/github.py:30-35  (create_pr)
-      src/tagi/providers/gitlab.py:36-41  (create_pr)
-  [54c9428ffca26dbc]   STRU  list_groups  L=5 N=2 saved=5 sim=1.00
-      src/tagi/cli.py:117-121  (list_groups)
-      src/tagi/cli.py:125-129  (list_cmd)
-  [9aaebb2fb961d57d]   STRU  is_authenticated  L=4 N=2 saved=4 sim=1.00
-      src/tagi/providers/github.py:13-16  (is_authenticated)
-      src/tagi/providers/gitlab.py:11-14  (is_authenticated)
-  [180c7709efe6a452]   STRU  get_auth_status  L=4 N=2 saved=4 sim=1.00
-      src/tagi/providers/github.py:18-21  (get_auth_status)
-      src/tagi/providers/gitlab.py:16-19  (get_auth_status)
-  [9e51ade4e046160f]   STRU  get_custom_rules  L=3 N=2 saved=3 sim=1.00
-      src/tagi/heuristics/rules.py:14-16  (get_custom_rules)
-      src/tagi/heuristics/rules.py:19-21  (get_custom_heuristics)
-  [ead418deaec12c72]   STRU  detect_remote  L=3 N=2 saved=3 sim=1.00
-      src/tagi/providers/github.py:37-39  (detect_remote)
-      src/tagi/providers/gitlab.py:43-45  (detect_remote)
-
-REFACTOR[10] (ranked by priority):
-  [1] ○ extract_function   → src/tagi/utils/utils/filter_changes_by_tags_any.py
-      WHY: 2 occurrences of 21-line block across 1 files — saves 21 lines
-      FILES: src/tagi/utils/inspect_helpers.py
-  [2] ○ extract_function   → src/tagi/utils/utils/filter_changes_by_tag.py
-      WHY: 2 occurrences of 12-line block across 2 files — saves 12 lines
-      FILES: src/tagi/utils/inspect_helpers.py, src/tagi/utils/publish_helpers.py
-  [3] ○ extract_function   → src/tagi/utils/create_pr.py
-      WHY: 2 occurrences of 10-line block across 1 files — saves 10 lines
-      FILES: src/tagi/cli.py
-  [4] ○ extract_function   → src/tagi/utils/detect_provider.py
-      WHY: 2 occurrences of 9-line block across 2 files — saves 9 lines
-      FILES: src/tagi/cli.py, src/tagi/providers/detector.py
-  [5] ○ extract_function   → src/tagi/providers/utils/create_pr.py
+REFACTOR[7] (ranked by priority):
+  [1] ○ extract_function   → src/tagi/cli/utils/_ensure_tag_prefix.py
+      WHY: 4 occurrences of 8-line block across 4 files — saves 24 lines
+      FILES: src/tagi/cli/git_operations.py, src/tagi/cli/main.py, src/tagi/cli/publishing_commands.py, src/tagi/cli/utility_commands.py
+  [2] ○ extract_function   → src/tagi/cli/utils/_resolve_send_target.py
+      WHY: 2 occurrences of 19-line block across 2 files — saves 19 lines
+      FILES: src/tagi/cli/git_operations.py, src/tagi/cli/main.py
+  [3] ○ extract_function   → src/tagi/cli/utils/_is_known_tag.py
+      WHY: 2 occurrences of 10-line block across 2 files — saves 10 lines
+      FILES: src/tagi/cli/git_operations.py, src/tagi/cli/main.py
+  [4] ○ extract_function   → src/tagi/utils/get_token.py
+      WHY: 2 occurrences of 8-line block across 2 files — saves 8 lines
+      FILES: src/tagi/executor/git.py, src/tagi/providers/github.py
+  [5] ○ extract_function   → src/tagi/utils/_changes_matching_tag.py
       WHY: 2 occurrences of 6-line block across 2 files — saves 6 lines
-      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py
-  [6] ○ extract_function   → src/tagi/utils/list_groups.py
-      WHY: 2 occurrences of 5-line block across 1 files — saves 5 lines
-      FILES: src/tagi/cli.py
+      FILES: src/tagi/planner/selector.py, src/tagi/utils/change_filter.py
+  [6] ○ extract_function   → src/tagi/utils/__init__.py
+      WHY: 2 occurrences of 5-line block across 2 files — saves 5 lines
+      FILES: src/tagi/executor/git.py, src/tagi/providers/base.py
   [7] ○ extract_function   → src/tagi/providers/utils/is_authenticated.py
-      WHY: 2 occurrences of 4-line block across 2 files — saves 4 lines
-      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py
-  [8] ○ extract_function   → src/tagi/providers/utils/get_auth_status.py
-      WHY: 2 occurrences of 4-line block across 2 files — saves 4 lines
+      WHY: 2 occurrences of 5-line block across 2 files — saves 5 lines
       FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py
-  [9] ○ extract_function   → src/tagi/heuristics/utils/get_custom_rules.py
-      WHY: 2 occurrences of 3-line block across 1 files — saves 3 lines
-      FILES: src/tagi/heuristics/rules.py
-  [10] ○ extract_function   → src/tagi/providers/utils/detect_remote.py
-      WHY: 2 occurrences of 3-line block across 2 files — saves 3 lines
-      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py
-
-QUICK_WINS[5] (low risk, high savings — do first):
-  [1] extract_function   saved=21L  → src/tagi/utils/utils/filter_changes_by_tags_any.py
-      FILES: inspect_helpers.py
-  [2] extract_function   saved=12L  → src/tagi/utils/utils/filter_changes_by_tag.py
-      FILES: inspect_helpers.py, publish_helpers.py
-  [3] extract_function   saved=10L  → src/tagi/utils/create_pr.py
-      FILES: cli.py
-  [4] extract_function   saved=9L  → src/tagi/utils/detect_provider.py
-      FILES: cli.py, detector.py
-  [5] extract_function   saved=6L  → src/tagi/providers/utils/create_pr.py
-      FILES: github.py, gitlab.py
-
-EFFORT_ESTIMATE (total ≈ 2.6h):
-  medium filter_changes_by_tags_any          saved=21L  ~42min
-  easy   filter_changes_by_tag               saved=12L  ~24min
-  easy   create_pr                           saved=10L  ~20min
-  easy   detect_provider                     saved=9L  ~18min
-  easy   create_pr                           saved=6L  ~12min
-  easy   list_groups                         saved=5L  ~10min
-  easy   is_authenticated                    saved=4L  ~8min
-  easy   get_auth_status                     saved=4L  ~8min
-  easy   get_custom_rules                    saved=3L  ~6min
-  easy   detect_remote                       saved=3L  ~6min
 
 METRICS-TARGET:
-  dup_groups:  10 → 0
+  dup_groups:  7 → 0
   saved_lines: 77 lines recoverable
diff --git a/project/evolution.toon.yaml b/project/evolution.toon.yaml
index 6d9fa71..7aa6bc3 100644
--- a/project/evolution.toon.yaml
+++ b/project/evolution.toon.yaml
@@ -1,4 +1,4 @@
-# code2llm/evolution | 225 func | 51f | 2026-09-19
+# code2llm/evolution | 229 func | 53f | 2026-09-19
 # generated in 0.00s
 
 NEXT[1] (ranked by impact):
@@ -11,7 +11,7 @@ RISKS[1]:
   ⚠ Splitting goal.yaml may break 0 import paths
 
 METRICS-TARGET:
-  CC̄:          2.9 → ≤2.0
+  CC̄:          2.8 → ≤2.0
   max-CC:      11 → ≤5
   god-modules: 1 → 0
   high-CC(≥15): 0 → ≤0
@@ -42,4 +42,4 @@ PATTERNS (language parser shared logic):
     - Standardized FunctionInfo/ClassInfo models
 
 HISTORY:
-  prev CC̄=2.9 → now CC̄=2.9
+  prev CC̄=2.8 → now CC̄=2.8
diff --git a/project/flow.mmd b/project/flow.mmd
index e8f955f..0857963 100644
--- a/project/flow.mmd
+++ b/project/flow.mmd
@@ -1,9 +1,17 @@
 flowchart TD
-%% generated in 0.00s
+%% generated in 0.01s
 
     %% Entry points (blue)
     classDef entry fill:#4dabf7,stroke:#1971c2,color:#fff
 
+    subgraph CLI
+        tagi__cli__provider_commands__detect_provider_command["detect_provider_command"]
+        tagi__cli__provider_commands___current_branch["_current_branch"]
+        tagi__cli__provider_commands___pr_spec["_pr_spec"]
+        tagi__cli__provider_commands__create_pr["create_pr"]
+        tagi__cli__provider_commands__create_mr["create_mr"]
+    end
+
     subgraph Core
         src__tagi__config__Config___load_config["_load_config"]
         src__tagi__config__Config___apply_sections["_apply_sections"]
@@ -20,7 +28,7 @@ flowchart TD
         src__tagi__hooks__run_hook["run_hook"]
         src__tagi__analyzer__dependency_graph__build_dependency_graph["build_dependency_graph"]
         src__tagi__analyzer__dependency_graph___LevelOrder__levels["levels"]
-        ...["+135 more"]
+        ...["+133 more"]
     end
 
     class src__tagi__config__Config___load_config,src__tagi__config__Config___apply_sections,src__tagi__config__Config__get_tag_for_path,src__tagi__config__Config__get_custom_tags_for_pattern,src__tagi__config__Config__get_tag_color,src__tagi__config__Config__get_heuristics_for_path,src__tagi__config__Config__get_tags_for_path,src__tagi__config__Config__get_tag_description,src__tagi__config__Config__get_template,src__tagi__hooks__install_hooks entry
diff --git a/project/index.html b/project/index.html
index b80cff4..22dab0c 100644
--- a/project/index.html
+++ b/project/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- generated in 0.01s -->
+<!-- generated in 0.00s -->
 <html lang="en">
 <head>
     <meta charset="UTF-8">
@@ -481,7 +481,7 @@ <h2>Analysis Results</h2>
         // Initialize mermaid
         mermaid.initialize({ startOnLoad: false, theme: 'dark' });
 
-        const files = [{"name": "calls.png", "rel_path": "calls.png", "path": "calls.png", "size": "65.0KB", "icon": "🖼️", "type": "image", "type_name": "Image", "content": "[Binary file]", "is_subdir": false}, {"name": "compact_flow.png", "rel_path": "compact_flow.png", "path": "compact_flow.png", "size": "2.3KB", "icon": "🖼️", "type": "image", "type_name": "Image", "content": "[Binary file]", "is_subdir": false}, {"name": "flow.png", "rel_path": "flow.png", "path": "flow.png", "size": "18.4KB", "icon": "🖼️", "type": "image", "type_name": "Image", "content": "[Binary file]", "is_subdir": false}, {"name": "README.md", "rel_path": "README.md", "path": "README.md", "size": "9.4KB", "icon": "📝", "type": "markdown", "type_name": "Markdown", "content": "# code2llm - Generated Analysis Files\n<!-- generated in 0.00s -->\n\nThis directory contains the complete analysis of your project generated by `code2llm`. Each file serves a specific purpose for understanding, refactoring, and documenting your codebase.  # noqa: E501\n\n## 📁 Generated Files Overview\n\nWhen you run `code2llm ./ -f all`, the following files are created:\n\n### 🎯 Core Analysis Files\n\n| File | Format | Purpose | Key Insights |\n|------|--------|---------|--------------|\n| `evolution.toon.yaml` | **YAML** | **📋 Refactoring queue** - Prioritized improvements | 0 refactoring actions needed |\n| `map.toon.yaml` | **YAML** | **🗺️ Structural map + project header** - Modules, imports, exports, signatures, stats, alerts, hotspots, trend | Project architecture overview |\n\n### 🤖 LLM-Ready Documentation\n\n| File | Format | Purpose | Use Case |\n|------|--------|---------|----------|\n| `prompt.txt` | **Text** | **📝 Ready-to-send prompt** - Lists all files with instructions | Attach to LLM conversation as context guide |\n| `context.md` | **Markdown** | **📖 LLM narrative** - Architecture summary | Paste into ChatGPT/Claude for code analysis |\n\n### 📊 Visualizations\n\n| File | Format | Purpose | Description |\n|------|--------|---------|-------------|\n| `flow.mmd` | **Mermaid** | **🔄 Control flow diagram** | Function call paths with complexity styling |\n| `calls.mmd` | **Mermaid** | **📞 Call graph** | Function dependencies (edges only) |\n| `compact_flow.mmd` | **Mermaid** | **📦 Module overview** | Aggregated module-level view |\n\n## 🚀 Quick Start Commands\n\n### Basic Analysis\n```bash\n# Quick health check (TOON format only)\ncode2llm ./ -f toon\n\n# Generate all formats (what created these files)\ncode2llm ./ -f all\n\n# LLM-ready context only\ncode2llm ./ -f context\n```\n\n### Performance Options\n```bash\n# Fast analysis for large projects\ncode2llm ./ -f toon --strategy quick\n\n# Memory-limited analysis\ncode2llm ./ -f all --max-memory 500\n\n# Skip PNG generation (faster)\ncode2llm ./ -f all --no-png\n```\n\n### Refactoring Focus\n```bash\n# Get refactoring recommendations\ncode2llm ./ -f evolution\n\n# Focus on specific code smells\ncode2llm ./ -f toon --refactor --smell god_function\n\n# Data flow analysis\ncode2llm ./ -f flow --data-flow\n```\n\n## 📖 Understanding Each File\n\n### `analysis.toon` - Health Diagnostics\n**Purpose**: Quick overview of code health issues\n**Key sections**:\n- **HEALTH**: Critical issues (🔴) and warnings (🟡)\n- **REFACTOR**: Prioritized refactoring actions\n- **COUPLING**: Module dependencies and potential cycles\n- **LAYERS**: Package complexity metrics\n- **FUNCTIONS**: High-complexity functions (CC ≥ 10)\n- **CLASSES**: Complex classes needing attention\n\n**Example usage**:\n```bash\n# View health issues\ncat analysis.toon | head -30\n\n# Check refactoring priorities\ngrep \"REFACTOR\" analysis.toon\n```\n\n### `evolution.toon.yaml` - Refactoring Queue\n**Purpose**: Step-by-step refactoring plan\n**Key sections**:\n- **NEXT**: Immediate actions to take\n- **RISKS**: Potential breaking changes\n- **METRICS-TARGET**: Success criteria\n\n**Example usage**:\n```bash\n# Get refactoring plan\ncat evolution.toon.yaml\n\n# Track progress\ngrep \"NEXT\" evolution.toon.yaml\n```\n\n### `flow.toon` - Legacy Data Flow Analysis\n**Purpose**: Understand data movement through the system (legacy / explicit opt-in)\n**Key sections**:\n- **PIPELINES**: Data processing chains\n- **CONTRACTS**: Function input/output contracts\n- **SIDE_EFFECTS**: Functions with external impacts\n\n**Example usage**:\n```bash\n# Find data pipelines\ngrep \"PIPELINES\" flow.toon\n\n# Identify side effects\ngrep \"SIDE_EFFECTS\" flow.toon\n```\n\n### `map.toon.yaml` - Structural Map + Project Header\n**Purpose**: High-level architecture overview plus compact project header\n**Key sections**:\n- **MODULES**: All modules with basic stats\n- **IMPORTS**: Dependency relationships\n- **EXPORTS**: Public API surface and signatures\n- **HEADER**: Stats, alerts, hotspots, evolution trend\n\n**Example usage**:\n```bash\n# See project structure\ncat map.toon.yaml | head -50\n\n# Find public APIs\ngrep \"SIGNATURES\" map.toon.yaml\n```\n\n### `project.toon.yaml` - Compact Analysis View\n**Purpose**: Compact module view generated from project.yaml data\n**Status**: Legacy view generated on demand from unified project.yaml\n\n**Example usage**:\n```bash\n# View compact project structure\ncat project.toon.yaml | head -30\n\n# Find largest files\ngrep -E \"^  .*[0-9]{3,}$\" project.toon.yaml | sort -t',' -k2 -n -r | head -10\n```\n\n### `prompt.txt` - Ready-to-Send LLM Prompt\n**Purpose**: Pre-formatted prompt listing all generated files for LLM conversation\n**Generation**: Written when `code2llm` runs with a source path and requests `-f all` (including `--no-chunk`) or `code2logic`  # noqa: E501\n**Contents**:\n- **Files section**: Lists all existing generated files with descriptions, including `project.toon.yaml` when generated by `-f all`  # noqa: E501\n- **Source files section**: Highlights important source files such as `cli_exports/orchestrator.py`\n- **Missing section**: Shows which files weren't generated (if any)\n- **Task section**: Refactoring brief with concrete execution instructions, not just analysis\n- **Priority Order section**: State-dependent refactoring priorities, starting with blockers and then architecture cleanup  # noqa: E501\n- **Requirements section**: Guidelines for suggested changes\n\n**Example usage**:\n```bash\n# View the prompt\ncat prompt.txt\n\n# Copy to clipboard and paste into ChatGPT/Claude\ncat prompt.txt | pbcopy  # macOS\ncat prompt.txt | xclip -sel clip  # Linux\n```\n\n### `context.md` - LLM Narrative\n**Purpose**: Ready-to-paste context for AI assistants\n**Key sections**:\n- **Overview**: Project statistics\n- **Architecture**: Module breakdown\n- **Entry Points**: Public interfaces\n- **Patterns**: Design patterns detected\n\n**Example usage**:\n```bash\n# Copy to clipboard for LLM\ncat context.md | pbcopy  # macOS\ncat context.md | xclip -sel clip  # Linux\n\n# Use with Claude/ChatGPT for code analysis\n```\n\n### Visualization Files (`*.mmd`, `*.png`)\n**Purpose**: Visual understanding of code structure\n**Files**:\n- `flow.mmd` - Detailed control flow with complexity colors\n- `calls.mmd` - Simple call graph\n- `compact_flow.mmd` - High-level module view\n- `*.png` - Pre-rendered images\n\n**Example usage**:\n```bash\n# View diagrams\nopen flow.png  # macOS\nxdg-open flow.png  # Linux\n\n# Edit in Mermaid Live Editor\n# Copy content of .mmd files to https://mermaid.live\n```\n\n## 🔍 Common Analysis Patterns\n\n### 1. Code Health Assessment\n```bash\n# Quick health check\ncode2llm ./ -f toon\ncat analysis.toon | grep -E \"(HEALTH|REFACTOR)\"\n```\n\n### 2. Refactoring Planning\n```bash\n# Get refactoring queue\ncode2llm ./ -f evolution\ncat evolution.toon.yaml\n\n# Focus on specific issues\ncode2llm ./ -f toon --refactor --smell god_function\n```\n\n### 3. LLM Assistance\n```bash\n# Generate context for AI\ncode2llm ./ -f context\ncat context.md\n\n# Use with Claude: \"Based on this context, help me refactor the god modules\"\n```\n\n### 4. Team Documentation\n```bash\n# Generate all docs for team\ncode2llm ./ -f all -o ./docs/\n\n# Create visual diagrams\nopen docs/flow.png\n```\n\n## 📊 Interpreting Metrics\n\n### Complexity Metrics (CC)\n- **🔴 Critical (≥5.0)**: Immediate refactoring needed\n- **🟠 High (3.0-4.9)**: Consider refactoring\n- **🟡 Medium (1.5-2.9)**: Monitor complexity\n- **🟢 Low (0.1-1.4)**: Acceptable\n- **⚪ Basic (0.0)**: Simple functions\n\n### Module Health\n- **GOD Module**: Too large (>500 lines, >20 methods)\n- **HUB**: High fan-out (calls many modules)\n- **FAN-IN**: High incoming dependencies\n- **CYCLES**: Circular dependencies\n\n### Data Flow Indicators\n- **PIPELINE**: Sequential data processing\n- **CONTRACT**: Clear input/output specification\n- **SIDE_EFFECT**: External state modification\n\n## 🛠️ Integration Examples\n\n### CI/CD Pipeline\n```bash\n#!/bin/bash\n# Analyze code quality in CI\ncode2llm ./ -f toon -o ./analysis\nif grep -q \"🔴 GOD\" ./analysis/analysis.toon; then\n    echo \"❌ God modules detected\"\n    exit 1\nfi\n```\n\n### Pre-commit Hook\n```bash\n#!/bin/sh\n# .git/hooks/pre-commit\ncode2llm ./ -f toon -o ./temp_analysis\nif grep -q \"🔴\" ./temp_analysis/analysis.toon; then\n    echo \"⚠️  Critical issues found. Review before committing.\"\nfi\nrm -rf ./temp_analysis\n```\n\n### Documentation Generation\n```bash\n# Generate docs for README\ncode2llm ./ -f context -o ./docs/\necho \"## Architecture\" >> README.md\ncat docs/context.md >> README.md\n```\n\n## 📚 Next Steps\n\n1. **Review `analysis.toon`** - Identify critical issues\n2. **Check `evolution.toon.yaml`** - Plan refactoring priorities\n3. **Use `context.md`** - Get LLM assistance for complex changes\n4. **Reference visualizations** - Understand system architecture\n5. **Track progress** - Re-run analysis after changes\n\n## 🔧 Advanced Usage\n\n### Custom Analysis\n```bash\n# Deep analysis with all insights\ncode2llm ./ -m hybrid -f all --max-depth 15 -v\n\n# Performance-optimized\ncode2llm ./ -m static -f toon --strategy quick\n\n# Refactoring-focused\ncode2llm ./ -f toon,evolution --refactor\n```\n\n### Output Customization\n```bash\n# Separate output directories\ncode2llm ./ -f all -o ./analysis-$(date +%Y%m%d)\n\n# Split YAML into multiple files\ncode2llm ./ -f yaml --split-output\n\n# Separate orphaned functions\ncode2llm ./ -f yaml --separate-orphans\n```\n\n---\n\n**Generated by**: `code2llm ./ -f all --readme`  \n**Analysis Date**: 2026-09-19  \n**Total Functions**: 225  \n**Total Classes**: 27  \n**Modules**: 75  \n\nFor more information about code2llm, visit: https://github.com/tom-sapletta/code2llm\n", "is_subdir": false}, {"name": "context.md", "rel_path": "context.md", "path": "context.md", "size": "21.2KB", "icon": "📝", "type": "markdown", "type_name": "Markdown", "content": "# System Architecture Analysis\n<!-- generated in 0.00s -->\n\n## Overview\n\n- **Project**: /home/tom/github/semcod/tagi\n- **Primary Language**: python\n- **Languages**: python: 66, yaml: 5, txt: 2, toml: 1, shell: 1\n- **Analysis Mode**: static\n- **Total Functions**: 225\n- **Total Classes**: 27\n- **Modules**: 75\n- **Entry Points**: 137\n\n## Architecture by Module\n\n### src.tagi.analyzer.dependency_graph\n- **Functions**: 16\n- **Classes**: 1\n- **File**: `dependency_graph.py`\n\n### src.tagi.config\n- **Functions**: 12\n- **Classes**: 1\n- **File**: `config.py`\n\n### src.tagi.heuristics.metrics\n- **Functions**: 11\n- **File**: `metrics.py`\n\n### src.tagi.providers.koru\n- **Functions**: 10\n- **Classes**: 2\n- **File**: `koru.py`\n\n### src.tagi.composer.formats\n- **Functions**: 9\n- **File**: `formats.py`\n\n### src.tagi.executor.git\n- **Functions**: 9\n- **Classes**: 1\n- **File**: `git.py`\n\n### src.tagi.utils.change_filter\n- **Functions**: 9\n- **File**: `change_filter.py`\n\n### src.tagi.providers.base\n- **Functions**: 8\n- **Classes**: 2\n- **File**: `base.py`\n\n### src.tagi.hooks\n- **Functions**: 7\n- **File**: `hooks.py`\n\n### src.tagi.cli.git_operations\n- **Functions**: 7\n- **File**: `git_operations.py`\n\n### src.tagi.analyzer.metrics\n- **Functions**: 6\n- **Classes**: 1\n- **File**: `metrics.py`\n\n### src.tagi.cli.main\n- **Functions**: 6\n- **File**: `main.py`\n\n### src.tagi.planner.selector\n- **Functions**: 5\n- **File**: `selector.py`\n\n### src.tagi.cli.provider_commands\n- **Functions**: 5\n- **File**: `provider_commands.py`\n\n### src.tagi.cli.core_commands\n- **Functions**: 5\n- **File**: `core_commands.py`\n\n### src.tagi.cli.utility_commands\n- **Functions**: 5\n- **File**: `utility_commands.py`\n\n### src.tagi.providers.gitlab\n- **Functions**: 5\n- **Classes**: 1\n- **File**: `gitlab.py`\n\n### src.tagi.providers.github\n- **Functions**: 5\n- **Classes**: 1\n- **File**: `github.py`\n\n### src.tagi.heuristics.tags\n- **Functions**: 5\n- **File**: `tags.py`\n\n### src.tagi.utils.summary_helpers\n- **Functions**: 5\n- **File**: `summary_helpers.py`\n\n## Key Entry Points\n\nMain execution flows into the system:\n\n### src.tagi.cli.publishing_commands.publish_command\n> Create a PR or MR for the changes.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, typer.Option, typer.Option, _cli._configure_command_logging, console.print, src.tagi.cli.scan_utils.scan_and_tag\n\n### src.tagi.cli.utility_commands.summary_command\n> Generate a comprehensive summary report of all changes.\n- **Calls**: typer.Argument, typer.Option, console.print, src.tagi.cli.scan_utils.scan_and_tag, summary_lines.append, summary_lines.append, summary_lines.append, summary_lines.append\n\n### src.tagi.cli.utility_commands.hooks_command\n> Manage git hooks integration for tagi.\n- **Calls**: typer.Argument, typer.Option, typer.Option, typer.Option, None.resolve, src.tagi.hooks.check_hooks_installed, tagi_list_hooks, tagi_install_hooks\n\n### src.tagi.cli.publishing_commands.deploy_command\n> Deploy changes to target environment.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, typer.Option, typer.Option, _cli._configure_command_logging, console.print, src.tagi.cli.scan_utils.scan_and_tag\n\n### src.tagi.cli.inspection_commands.inspect_command\n> Inspect a specific change group.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, console.print, src.tagi.utils.change_filter.resolve_filtered_changes, None.get_tag_description, src.tagi.utils.change_stats.display_statistics_table, src.tagi.cli.display_utils._display_changes\n\n### src.tagi.cli.utility_commands.draft_command\n> Draft a commit message for a change group.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, console.print, src.tagi.cli.scan_utils.scan_and_tag, src.tagi.cli.utility_commands._ensure_tag_prefix, src.tagi.utils.send_helpers.create_change_group, src.tagi.composer.commit_message.generate_commit_message\n\n### src.tagi.cli.inspection_commands.filter_command\n> Filter changes by tags.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, typer.Option, console.print, src.tagi.utils.change_filter.resolve_filtered_changes, src.tagi.utils.change_stats.display_statistics_table, src.tagi.cli.display_utils._display_changes\n\n### src.tagi.cli.core_commands.stats_command\n> Show statistics about changes.\n- **Calls**: typer.Argument, typer.Option, console.print, src.tagi.cli.scan_utils.scan_and_tag, src.tagi.utils.change_stats.display_statistics_table, console.print, console.print, src.tagi.utils.change_stats.calculate_tag_statistics\n\n### src.tagi.scanner.status.scan_repo\n> Scan repository for uncommitted changes using git status --porcelain.\n- **Calls**: subprocess.run, None.split, os.path.exists, ValueError, src.tagi.config.load_config, RuntimeError, line.split, None.strip\n\n### src.tagi.cli.inspection_commands.file_command\n> Show detailed information about a specific file.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, console.print, console.print, console.print, console.print, console.print\n\n### src.tagi.ui.design_tokens.DesignTokens.get_css_variables\n> Get CSS variables for specified theme.\n- **Calls**: variables.update, variables.update, variables.update, variables.update, variables.update, variables.update, variables.update, str\n\n### src.tagi.cli.utility_commands.init_command\n> Initialize tagi configuration in the repository.\n- **Calls**: typer.Argument, typer.Option, None.resolve, console.print, config_path.exists, console.print, console.print, example_path.exists\n\n### src.tagi.planner.grouper.group_changes\n> Group changes by their primary tag.\n- **Calls**: defaultdict, grouped.items, sorted, ChangeGroup, groups.append, src.tagi.planner.grouper._get_primary_tag, None.append, None.append\n\n### src.tagi.planner.branch_grouper.group_by_branch\n> Group changes by the git branch they were modified on.\n\nArgs:\n    changes: List of changes to group\n    repo_path: Path to the git repository\n    \nRet\n- **Calls**: GitExecutor, executor.get_current_branch, None.append, subprocess.run, None.split, None.strip, result.stdout.strip, b.strip\n\n### src.tagi.providers.koru.KoruProvider.analyze_deployment_priority\n> Analyze deployment priority using Koru API.\n- **Calls**: self.get_topology, self.get_planfile_tickets, self.get_context_brief, self.run_quality_gates, self._deployment_recommendations, KoruDeploymentPlan, deployment_groups.append, priority_order.append\n\n### src.tagi.providers.koru.KoruProvider._deployment_recommendations\n> Generate recommendations based on Koru context.\n- **Calls**: quality_gates.get, topology.get, recommendations.append, recommendations.append, recommendations.append, recommendations.append, recommendations.append, len\n\n### src.tagi.cli.git_operations.auto_command\n> Automatically scan, order, and send all changes.\n- **Calls**: typer.Argument, typer.Option, typer.Option, typer.Option, typer.Option, src.tagi.cli.main._configure_command_logging, console.print, src.tagi.cli.git_operations.send_command\n\n### src.tagi.cli.provider_commands.create_pr\n> Create a GitHub pull request.\n- **Calls**: src.tagi.utils.detect_provider.get_provider, isinstance, console.print, github_provider.create_pr, src.tagi.cli.provider_commands._pr_spec, console.print, console.print, console.print\n\n### src.tagi.cli.provider_commands.create_mr\n> Create a GitLab merge request.\n- **Calls**: src.tagi.utils.detect_provider.get_provider, isinstance, console.print, gitlab_provider.create_pr, src.tagi.cli.provider_commands._pr_spec, console.print, console.print, console.print\n\n### src.tagi.composer.summary.generate_summary\n> Generate a summary of changes.\n- **Calls**: sum, sum, sum, None.text, LineBuilder, len, src.tagi.utils.risk.total_lines_changed, src.tagi.utils.risk.average_risk\n\n### src.tagi.config.Config._load_config\n> Load configuration from tagi.toml if it exists.\n- **Calls**: self._apply_sections, Path, config_path.exists, print, open, tomli.load, print\n\n### src.tagi.hooks.list_hooks\n> List all git hooks in the repository.\n\nArgs:\n    repo_path: Path to the git repository\n    \nReturns:\n    List of hook names\n- **Calls**: src.tagi.hooks._hooks_dir, hooks_dir.iterdir, sorted, hooks_dir.exists, hook_file.is_file, hooks.append, hook_file.stat\n\n### src.tagi.planner.sorter.group_by_complexity\n> Group changes into complexity tiers (simple, medium, complex).\n\nArgs:\n    changes: List of changes to group\n    num_groups: Number of complexity group\n- **Calls**: src.tagi.planner.sorter.sort_by_complexity, max, range, len, len, len, groups.append\n\n### src.tagi.cli.core_commands.scan_command\n> Scan repository for uncommitted changes.\n- **Calls**: typer.Argument, typer.Option, console.print, src.tagi.cli.scan_utils.scan_and_tag, console.print, src.tagi.cli.display_utils._display_changes_grouped, src.tagi.cli.display_utils._display_changes\n\n### src.tagi.planner.branch_grouper.get_branch_info\n> Get information about all branches in the repository.\n\nArgs:\n    repo_path: Path to the git repository\n    \nReturns:\n    Dictionary mapping branch nam\n- **Calls**: subprocess.run, None.split, None.strip, result.stdout.strip, None.replace, line.strip\n\n### src.tagi.providers.koru.KoruProvider._make_api_request\n> Make request to Koru API.\n- **Calls**: str, httpx.Client, client.post, response.raise_for_status, response.json, logger.warning\n\n### src.tagi.composer.formats.generate_detailed_message\n> Generate a detailed commit message.\n- **Calls**: src.tagi.composer.formats._count_tags, None.text, LineBuilder, src.tagi.composer.formats._detailed_file_lines, len, tag_counts.most_common\n\n### src.tagi.composer.formats.generate_simple_message\n> Generate a simple commit message.\n- **Calls**: len, src.tagi.composer._tags.summary_tag, src.tagi.composer._tags.summary_tag, len, None.join, len\n\n### src.tagi.composer.summary.generate_file_list\n> Generate a formatted list of files.\n- **Calls**: None.text, len, file_lines.append, LineBuilder, None.join, len\n\n### src.tagi.ui.design_tokens.DesignTokens.__init__\n- **Calls**: ColorTokens, SpacingTokens, TypographyTokens, BorderRadiusTokens, ShadowTokens, LayoutTokens\n\n## Process Flows\n\nKey execution flows identified:\n\n### Flow 1: publish_command\n```\npublish_command [src.tagi.cli.publishing_commands]\n```\n\n### Flow 2: summary_command\n```\nsummary_command [src.tagi.cli.utility_commands]\n  └─ →> scan_and_tag\n```\n\n### Flow 3: hooks_command\n```\nhooks_command [src.tagi.cli.utility_commands]\n```\n\n### Flow 4: deploy_command\n```\ndeploy_command [src.tagi.cli.publishing_commands]\n```\n\n### Flow 5: inspect_command\n```\ninspect_command [src.tagi.cli.inspection_commands]\n  └─ →> resolve_filtered_changes\n      └─> _resolve_tag_enums\n          └─> _normalize_tag\n      └─> _changes_matching_any\n```\n\n### Flow 6: draft_command\n```\ndraft_command [src.tagi.cli.utility_commands]\n  └─ →> scan_and_tag\n```\n\n### Flow 7: filter_command\n```\nfilter_command [src.tagi.cli.inspection_commands]\n```\n\n### Flow 8: stats_command\n```\nstats_command [src.tagi.cli.core_commands]\n  └─ →> scan_and_tag\n  └─ →> display_statistics_table\n```\n\n### Flow 9: scan_repo\n```\nscan_repo [src.tagi.scanner.status]\n  └─ →> load_config\n```\n\n### Flow 10: file_command\n```\nfile_command [src.tagi.cli.inspection_commands]\n```\n\n## Key Classes\n\n### src.tagi.config.Config\n> Configuration loaded from tagi.toml.\n- **Methods**: 11\n- **Key Methods**: src.tagi.config.Config.__init__, src.tagi.config.Config._load_config, src.tagi.config.Config._apply_sections, src.tagi.config.Config.get_tag_for_path, src.tagi.config.Config.get_custom_tags_for_pattern, src.tagi.config.Config.get_tag_color, src.tagi.config.Config.get_heuristics_for_path, src.tagi.config.Config.get_tags_for_path, src.tagi.config.Config.get_tag_description, src.tagi.config.Config.get_template\n\n### src.tagi.providers.koru.KoruProvider\n> Integration with Koru API for deployment analysis.\n- **Methods**: 10\n- **Key Methods**: src.tagi.providers.koru.KoruProvider.__init__, src.tagi.providers.koru.KoruProvider._make_api_request, src.tagi.providers.koru.KoruProvider.get_topology, src.tagi.providers.koru.KoruProvider.get_planfile_tickets, src.tagi.providers.koru.KoruProvider.run_quality_gates, src.tagi.providers.koru.KoruProvider.get_context_brief, src.tagi.providers.koru.KoruProvider._deployment_recommendations, src.tagi.providers.koru.KoruProvider.analyze_deployment_priority, src.tagi.providers.koru.KoruProvider.deploy_group, src.tagi.providers.koru.KoruProvider.is_available\n\n### src.tagi.executor.git.GitExecutor\n> Executor for git commands.\n- **Methods**: 9\n- **Key Methods**: src.tagi.executor.git.GitExecutor.__init__, src.tagi.executor.git.GitExecutor._run_command, src.tagi.executor.git.GitExecutor.add, src.tagi.executor.git.GitExecutor.commit, src.tagi.executor.git.GitExecutor.push, src.tagi.executor.git.GitExecutor.status, src.tagi.executor.git.GitExecutor.get_current_branch, src.tagi.executor.git.GitExecutor.get_remote_url, src.tagi.executor.git.GitExecutor.has_staged_changes\n\n### src.tagi.providers.base.BaseProvider\n> Base class for Git hosting providers.\n- **Methods**: 8\n- **Key Methods**: src.tagi.providers.base.BaseProvider.__init__, src.tagi.providers.base.BaseProvider.is_authenticated, src.tagi.providers.base.BaseProvider.get_auth_status, src.tagi.providers.base.BaseProvider.create_pr, src.tagi.providers.base.BaseProvider.detect_remote, src.tagi.providers.base.BaseProvider._run_command, src.tagi.providers.base.BaseProvider._get_git_remote_url, src.tagi.providers.base.BaseProvider._check_git_remote_for_provider\n- **Inherits**: ABC\n\n### src.tagi.providers.gitlab.GitLabProvider\n> GitLab provider using glab CLI.\n- **Methods**: 5\n- **Key Methods**: src.tagi.providers.gitlab.GitLabProvider.is_authenticated, src.tagi.providers.gitlab.GitLabProvider.get_auth_status, src.tagi.providers.gitlab.GitLabProvider.get_configured_host, src.tagi.providers.gitlab.GitLabProvider.create_pr, src.tagi.providers.gitlab.GitLabProvider.detect_remote\n- **Inherits**: BaseProvider\n\n### src.tagi.providers.github.GitHubProvider\n> GitHub provider using gh CLI.\n- **Methods**: 5\n- **Key Methods**: src.tagi.providers.github.GitHubProvider.is_authenticated, src.tagi.providers.github.GitHubProvider.get_auth_status, src.tagi.providers.github.GitHubProvider.get_token, src.tagi.providers.github.GitHubProvider.create_pr, src.tagi.providers.github.GitHubProvider.detect_remote\n- **Inherits**: BaseProvider\n\n### src.tagi.analyzer.metrics.MetricsCollector\n> Collect and analyze metrics about changes.\n- **Methods**: 4\n- **Key Methods**: src.tagi.analyzer.metrics.MetricsCollector.__init__, src.tagi.analyzer.metrics.MetricsCollector.collect, src.tagi.analyzer.metrics.MetricsCollector.to_json, src.tagi.analyzer.metrics.MetricsCollector.save\n\n### src.tagi.llm.llx_adapter.LlxAdapter\n> Adapter for LLX library for optional LLM integration.\n- **Methods**: 4\n- **Key Methods**: src.tagi.llm.llx_adapter.LlxAdapter.__init__, src.tagi.llm.llx_adapter.LlxAdapter.is_available, src.tagi.llm.llx_adapter.LlxAdapter.improve_message, src.tagi.llm.llx_adapter.LlxAdapter.improve_description\n\n### src.tagi.executor.publish.PublishExecutor\n> Executor for publishing changes.\n- **Methods**: 4\n- **Key Methods**: src.tagi.executor.publish.PublishExecutor.__init__, src.tagi.executor.publish.PublishExecutor.stage_and_commit, src.tagi.executor.publish.PublishExecutor.publish, src.tagi.executor.publish.PublishExecutor.dry_run\n\n### src.tagi.utils.line_builder.LineBuilder\n> Single place where report line lists are created and mutated.\n- **Methods**: 4\n- **Key Methods**: src.tagi.utils.line_builder.LineBuilder.__init__, src.tagi.utils.line_builder.LineBuilder.add, src.tagi.utils.line_builder.LineBuilder.as_list, src.tagi.utils.line_builder.LineBuilder.text\n\n### src.tagi.analyzer.dependency_graph._LevelOrder\n> Level-by-level topological order over a dependency graph (Kahn's algorithm).\n- **Methods**: 3\n- **Key Methods**: src.tagi.analyzer.dependency_graph._LevelOrder.__init__, src.tagi.analyzer.dependency_graph._LevelOrder.levels, src.tagi.analyzer.dependency_graph._LevelOrder._drain_level\n\n### src.tagi.ui.design_tokens.DesignTokens\n> Main design tokens container.\n- **Methods**: 3\n- **Key Methods**: src.tagi.ui.design_tokens.DesignTokens.__init__, src.tagi.ui.design_tokens.DesignTokens.get_css_variables, src.tagi.ui.design_tokens.DesignTokens.get_css_string\n\n### src.tagi.models.change.ChangeMetrics\n> Numerical metrics for change analysis.\n- **Methods**: 1\n- **Key Methods**: src.tagi.models.change.ChangeMetrics.to_vector\n\n### src.tagi.models.plan.PlanStep\n> A single step in an execution plan.\n- **Methods**: 0\n\n### src.tagi.models.plan.Plan\n> An execution plan for shipping changes.\n- **Methods**: 0\n\n### src.tagi.models.change.ChangeType\n> Type of git change.\n- **Methods**: 0\n- **Inherits**: str, Enum\n\n### src.tagi.models.change.Tag\n> Hashtag categories for changes.\n- **Methods**: 0\n- **Inherits**: str, Enum\n\n### src.tagi.models.change.Change\n> Represents a single file change.\n- **Methods**: 0\n\n### src.tagi.models.group.ChangeGroup\n> Group of related changes.\n- **Methods**: 0\n\n### src.tagi.providers.base.PrSpec\n> Pull/merge request parameters.\n- **Methods**: 0\n\n## Data Transformation Functions\n\nKey functions that process and transform data:\n\n### src.tagi.cli.display_utils._format_tags\n> Format tags for display with descriptions if available.\n- **Output to**: None.join, tag_strings.append, config.get_tag_description\n\n### src.tagi.scanner.status.parse_status\n> Parse git status code to ChangeType.\n\n## Behavioral Patterns\n\n### recursion__dfs_visit\n- **Type**: recursion\n- **Confidence**: 0.90\n- **Functions**: src.tagi.analyzer.dependency_graph._dfs_visit\n\n### recursion__longest_path_length\n- **Type**: recursion\n- **Confidence**: 0.90\n- **Functions**: src.tagi.analyzer.dependency_graph._longest_path_length\n\n## Public API Surface\n\nFunctions exposed as public API (no underscore prefix):\n\n- `src.tagi.cli.publishing_commands.publish_command` - 36 calls\n- `src.tagi.cli.utility_commands.summary_command` - 28 calls\n- `src.tagi.cli.git_operations.send_command` - 26 calls\n- `src.tagi.cli.utility_commands.hooks_command` - 26 calls\n- `src.tagi.cli.publishing_commands.deploy_command` - 22 calls\n- `src.tagi.cli.inspection_commands.inspect_command` - 17 calls\n- `src.tagi.cli.utility_commands.draft_command` - 17 calls\n- `src.tagi.cli.inspection_commands.filter_command` - 16 calls\n- `src.tagi.cli.core_commands.stats_command` - 15 calls\n- `src.tagi.scanner.status.scan_repo` - 15 calls\n- `src.tagi.utils.logger.setup_logger` - 15 calls\n- `src.tagi.cli.inspection_commands.file_command` - 14 calls\n- `src.tagi.ui.design_tokens.DesignTokens.get_css_variables` - 14 calls\n- `src.tagi.cli.utility_commands.init_command` - 13 calls\n- `src.tagi.utils.change_stats.display_statistics_table` - 12 calls\n- `src.tagi.planner.grouper.group_changes` - 10 calls\n- `src.tagi.planner.branch_grouper.group_by_branch` - 10 calls\n- `src.tagi.providers.koru.KoruProvider.analyze_deployment_priority` - 10 calls\n- `src.tagi.cli.git_operations.auto_command` - 8 calls\n- `src.tagi.cli.provider_commands.create_pr` - 8 calls\n- `src.tagi.cli.provider_commands.create_mr` - 8 calls\n- `src.tagi.composer.summary.generate_summary` - 8 calls\n- `src.tagi.composer.commit_message.generate_commit_message` - 8 calls\n- `src.tagi.hooks.list_hooks` - 7 calls\n- `src.tagi.planner.sorter.group_by_complexity` - 7 calls\n- `src.tagi.cli.core_commands.scan_command` - 7 calls\n- `src.tagi.scanner.files.count_lines_changed` - 7 calls\n- `src.tagi.utils.change_filter.resolve_filtered_changes` - 7 calls\n- `src.tagi.planner.branch_grouper.get_branch_info` - 6 calls\n- `src.tagi.cli.scan_utils.scan_and_tag` - 6 calls\n- `src.tagi.heuristics.metrics.calculate_metrics` - 6 calls\n- `src.tagi.composer.formats.generate_detailed_message` - 6 calls\n- `src.tagi.composer.formats.generate_simple_message` - 6 calls\n- `src.tagi.composer.summary.generate_file_list` - 6 calls\n- `src.tagi.hooks.install_hooks` - 5 calls\n- `src.tagi.hooks.run_hook` - 5 calls\n- `src.tagi.analyzer.metrics.MetricsCollector.collect` - 5 calls\n- `src.tagi.analyzer.metrics.generate_report` - 5 calls\n- `src.tagi.planner.preview.preview_plan` - 5 calls\n- `src.tagi.heuristics.metrics.calculate_vector_distance` - 5 calls\n\n## System Interactions\n\nHow components interact:\n\n```mermaid\ngraph TD\n    publish_command --> Argument\n    publish_command --> Option\n    summary_command --> Argument\n    summary_command --> Option\n    summary_command --> print\n    summary_command --> scan_and_tag\n    summary_command --> append\n    hooks_command --> Argument\n    hooks_command --> Option\n    hooks_command --> resolve\n    deploy_command --> Argument\n    deploy_command --> Option\n    inspect_command --> Argument\n    inspect_command --> Option\n    inspect_command --> print\n    inspect_command --> resolve_filtered_cha\n    draft_command --> Argument\n    draft_command --> Option\n    draft_command --> print\n    draft_command --> scan_and_tag\n    filter_command --> Argument\n    filter_command --> Option\n    filter_command --> print\n    stats_command --> Argument\n    stats_command --> Option\n    stats_command --> print\n    stats_command --> scan_and_tag\n    stats_command --> display_statistics_t\n    scan_repo --> run\n    scan_repo --> split\n```\n\n## Reverse Engineering Guidelines\n\n1. **Entry Points**: Start analysis from the entry points listed above\n2. **Core Logic**: Focus on classes with many methods\n3. **Data Flow**: Follow data transformation functions\n4. **Process Flows**: Use the flow diagrams for execution paths\n5. **API Surface**: Public API functions reveal the interface\n\n## Context for LLM\n\nMaintain the identified architectural patterns and public API surface when suggesting changes.", "is_subdir": false}, {"name": "calls.mmd", "rel_path": "calls.mmd", "path": "calls.mmd", "size": "25.3KB", "icon": "📈", "type": "mermaid", "type_name": "Mermaid", "content": "flowchart LR\n%% generated in 0.00s\n    subgraph src__tagi\n        src__tagi__analyzer__dependency_graph__detect_cycles[&quot;detect_cycles&quot;]\n        src__tagi__cli__main___is_known_tag[&quot;_is_known_tag&quot;]\n        src__tagi__providers__gitlab__GitLabProvider__get_auth_status[&quot;get_auth_status&quot;]\n        src__tagi__composer__formats__generate_simple_message[&quot;generate_simple_message&quot;]\n        src__tagi__cli__inspection_commands__filter_command[&quot;filter_command&quot;]\n        src__tagi__cli__provider_commands___pr_spec[&quot;_pr_spec&quot;]\n        src__tagi__heuristics__metrics___calculate_complexity[&quot;_calculate_complexity&quot;]\n        src__tagi__hooks__install_hooks[&quot;install_hooks&quot;]\n        src__tagi__cli__core_commands__list_groups_command[&quot;list_groups_command&quot;]\n        src__tagi__cli__git_operations___ensure_tag_prefix[&quot;_ensure_tag_prefix&quot;]\n        src__tagi__cli__git_operations___is_known_tag[&quot;_is_known_tag&quot;]\n        src__tagi__heuristics__tags___custom_config_tags[&quot;_custom_config_tags&quot;]\n        src__tagi__heuristics__rules__get_custom_heuristics[&quot;get_custom_heuristics&quot;]\n        src__tagi__analyzer__dependency_graph___dfs_visit[&quot;_dfs_visit&quot;]\n        src__tagi__utils__send_helpers__create_change_group[&quot;create_change_group&quot;]\n        src__tagi__providers__utils__pr__build_pr_command[&quot;build_pr_command&quot;]\n        src__tagi__cli__provider_commands__create_mr[&quot;create_mr&quot;]\n        src__tagi__utils__change_filter___resolve_tag_enums[&quot;_resolve_tag_enums&quot;]\n        src__tagi__heuristics__tags___tag_change[&quot;_tag_change&quot;]\n        src__tagi__cli__provider_commands___current_branch[&quot;_current_branch&quot;]\n        src__tagi__utils__change_filter___changes_matching_tag[&quot;_changes_matching_tag&quot;]\n        src__tagi__providers__utils__pr__execute_pr_command[&quot;execute_pr_command&quot;]\n        src__tagi__scanner__diff__get_diff[&quot;get_diff&quot;]\n        src__tagi__cli__inspection_commands__file_command[&quot;file_command&quot;]\n        src__tagi__cli__main__setup_logging[&quot;setup_logging&quot;]\n        src__tagi__config__load_config[&quot;load_config&quot;]\n        src__tagi__heuristics__scoring___tag_risk_weight[&quot;_tag_risk_weight&quot;]\n        src__tagi__cli__git_operations___execute_git_operations[&quot;_execute_git_operations&quot;]\n        src__tagi__composer___tags__all_tag_values[&quot;all_tag_values&quot;]\n        src__tagi__heuristics__tags__apply_path_tags[&quot;apply_path_tags&quot;]\n        src__tagi__analyzer__dependency_graph__build_dependency_graph[&quot;build_dependency_graph&quot;]\n        src__tagi__utils__publish_helpers__create_publish_group[&quot;create_publish_group&quot;]\n        src__tagi__providers__github__GitHubProvider__is_authenticated[&quot;is_authenticated&quot;]\n        src__tagi__composer__formats__generate_conventional_message[&quot;generate_conventional_message&quot;]\n        src__tagi__analyzer__dependency_graph___collect_import_names[&quot;_collect_import_names&quot;]\n        src__tagi__analyzer__dependency_graph__get_critical_path[&quot;get_critical_path&quot;]\n        src__tagi__composer___templates__render_template[&quot;render_template&quot;]\n        src__tagi__utils__change_filter___changes_matching_all[&quot;_changes_matching_all&quot;]\n        src__tagi__cli__main___resolve_send_target[&quot;_resolve_send_target&quot;]\n        src__tagi__cli__utility_commands___ensure_tag_prefix[&quot;_ensure_tag_prefix&quot;]\n        src__tagi__planner__grouper___get_primary_tag[&quot;_get_primary_tag&quot;]\n        src__tagi__cli__display_utils___display_changes_grouped[&quot;_display_changes_grouped&quot;]\n        src__tagi__cli__utility_commands__hooks_command[&quot;hooks_command&quot;]\n        src__tagi__cli__inspection_commands__inspect_command[&quot;inspect_command&quot;]\n        src__tagi__utils__change_filter__resolve_filtered_changes[&quot;resolve_filtered_changes&quot;]\n        src__tagi__scanner__status__scan_repo[&quot;scan_repo&quot;]\n        src__tagi__heuristics__scoring__calculate_risk_score[&quot;calculate_risk_score&quot;]\n        src__tagi__cli__provider_commands__detect_provider_command[&quot;detect_provider_command&quot;]\n        src__tagi__cli__scan_utils__scan_and_tag[&quot;scan_and_tag&quot;]\n        src__tagi__cli__core_commands___do_list_groups[&quot;_do_list_groups&quot;]\n        src__tagi__cli__publishing_commands___ensure_tag_prefix[&quot;_ensure_tag_prefix&quot;]\n        src__tagi__analyzer__dependency_graph___find_longest_start[&quot;_find_longest_start&quot;]\n        src__tagi__hooks___pre_commit_hook[&quot;_pre_commit_hook&quot;]\n        src__tagi__cli__display_utils___display_groups[&quot;_display_groups&quot;]\n        src__tagi__composer__formats___commit_type[&quot;_commit_type&quot;]\n        src__tagi__heuristics__metrics___calculate_dependency_depth[&quot;_calculate_dependency_depth&quot;]\n        src__tagi__composer__summary__generate_summary[&quot;generate_summary&quot;]\n        src__tagi__config__Config__should_ignore[&quot;should_ignore&quot;]\n        src__tagi__heuristics__metrics___calculate_impact[&quot;_calculate_impact&quot;]\n        src__tagi__providers__gitlab__GitLabProvider__create_pr[&quot;create_pr&quot;]\n        src__tagi__heuristics__metrics___extension_complexity_weight[&quot;_extension_complexity_weight&quot;]\n        src__tagi__hooks__uninstall_hooks[&quot;uninstall_hooks&quot;]\n        src__tagi__utils__change_filter___changes_matching_any[&quot;_changes_matching_any&quot;]\n        src__tagi__composer__commit_message___improve_with_llm[&quot;_improve_with_llm&quot;]\n        src__tagi__hooks__list_hooks[&quot;list_hooks&quot;]\n        src__tagi__analyzer__dependency_graph__analyze_python_imports[&quot;analyze_python_imports&quot;]\n        src__tagi__utils__logger__setup_logger[&quot;setup_logger&quot;]\n        src__tagi__cli__publishing_commands__publish_command[&quot;publish_command&quot;]\n        src__tagi__analyzer__dependency_graph___mark[&quot;_mark&quot;]\n        src__tagi__analyzer__dependency_graph___reconstruct_critical_path[&quot;_reconstruct_critical_path&quot;]\n        src__tagi__utils__change_filter__filter_changes_by_tags_any[&quot;filter_changes_by_tags_any&quot;]\n        src__tagi__hooks___hooks_dir[&quot;_hooks_dir&quot;]\n        src__tagi__cli__utility_commands__summary_command[&quot;summary_command&quot;]\n        src__tagi__composer__formats__generate_detailed_message[&quot;generate_detailed_message&quot;]\n        src__tagi__heuristics__metrics___extension_impact_weight[&quot;_extension_impact_weight&quot;]\n        src__tagi__composer__formats__generate_oneline_message[&quot;generate_oneline_message&quot;]\n        src__tagi__cli__main__detect_provider[&quot;detect_provider&quot;]\n        src__tagi__composer__formats___count_tags[&quot;_count_tags&quot;]\n        src__tagi__hooks__check_hooks_installed[&quot;check_hooks_installed&quot;]\n        src__tagi__heuristics__tags___size_tags[&quot;_size_tags&quot;]\n        src__tagi__heuristics__rules___get_config_attr[&quot;_get_config_attr&quot;]\n        src__tagi__analyzer__dependency_graph___longest_path_length[&quot;_longest_path_length&quot;]\n        src__tagi__cli__main___configure_command_logging[&quot;_configure_command_logging&quot;]\n        src__tagi__cli__utility_commands__draft_command[&quot;draft_command&quot;]\n        src__tagi__composer___tags__summary_tag[&quot;summary_tag&quot;]\n        src__tagi__utils__risk__average_risk[&quot;average_risk&quot;]\n        src__tagi__composer__formats___describe_changes[&quot;_describe_changes&quot;]\n        src__tagi__providers__utils__auth__is_authenticated_from_result[&quot;is_authenticated_from_result&quot;]\n        src__tagi__cli__git_operations__send_command[&quot;send_command&quot;]\n        src__tagi__hooks__run_hook[&quot;run_hook&quot;]\n        src__tagi__planner__selector__select_changes_by_tag[&quot;select_changes_by_tag&quot;]\n        src__tagi__heuristics__metrics__calculate_metrics[&quot;calculate_metrics&quot;]\n        src__tagi__scanner__status__parse_status[&quot;parse_status&quot;]\n        src__tagi__heuristics__metrics___calculate_stability[&quot;_calculate_stability&quot;]\n        src__tagi__cli__display_utils___format_tags[&quot;_format_tags&quot;]\n        src__tagi__cli__git_operations___resolve_send_target[&quot;_resolve_send_target&quot;]\n        src__tagi__planner__grouper__group_changes[&quot;group_changes&quot;]\n        src__tagi__heuristics__metrics___calculate_test_impact[&quot;_calculate_test_impact&quot;]\n        src__tagi__utils__detect_provider__get_provider[&quot;get_provider&quot;]\n        src__tagi__heuristics__tags__apply_tags[&quot;apply_tags&quot;]\n        src__tagi__providers__utils__auth__get_auth_status_from_result[&quot;get_auth_status_from_result&quot;]\n        src__tagi__utils__change_filter__filter_changes_by_tag[&quot;filter_changes_by_tag&quot;]\n        src__tagi__providers__github__GitHubProvider__get_auth_status[&quot;get_auth_status&quot;]\n        src__tagi__scanner__files__count_lines_changed[&quot;count_lines_changed&quot;]\n        src__tagi__composer__formats___detailed_file_lines[&quot;_detailed_file_lines&quot;]\n        src__tagi__cli__display_utils___display_changes[&quot;_display_changes&quot;]\n        src__tagi__planner__grouper__group_by_tag[&quot;group_by_tag&quot;]\n        src__tagi__analyzer__metrics__MetricsCollector__collect[&quot;collect&quot;]\n        src__tagi__utils__risk__total_lines_changed[&quot;total_lines_changed&quot;]\n        src__tagi__cli__core_commands__list_command[&quot;list_command&quot;]\n        src__tagi__providers__gitlab__GitLabProvider__is_authenticated[&quot;is_authenticated&quot;]\n        src__tagi__planner__sorter__sort_by_complexity[&quot;sort_by_complexity&quot;]\n        src__tagi__cli__provider_commands__create_pr[&quot;create_pr&quot;]\n        src__tagi__analyzer__dependency_graph___cycle_from[&quot;_cycle_from&quot;]\n        src__tagi__utils__change_stats__calculate_tag_statistics[&quot;calculate_tag_statistics&quot;]\n        src__tagi__utils__publish_helpers__detect_and_get_provider[&quot;detect_and_get_provider&quot;]\n        src__tagi__cli__core_commands__stats_command[&quot;stats_command&quot;]\n        src__tagi__composer__commit_message__generate_commit_message[&quot;generate_commit_message&quot;]\n        src__tagi__cli__publishing_commands__deploy_command[&quot;deploy_command&quot;]\n        src__tagi__utils__summary_helpers__build_statistics_section[&quot;build_statistics_section&quot;]\n        src__tagi__cli__main___ensure_tag_prefix[&quot;_ensure_tag_prefix&quot;]\n        src__tagi__utils__change_filter__filter_changes_by_tags_all[&quot;filter_changes_by_tags_all&quot;]\n        src__tagi__cli__core_commands__scan_command[&quot;scan_command&quot;]\n        src__tagi__composer___tags__all_tags[&quot;all_tags&quot;]\n        src__tagi__heuristics__scoring___lines_risk_weight[&quot;_lines_risk_weight&quot;]\n        src__tagi__cli__git_operations__auto_command[&quot;auto_command&quot;]\n        src__tagi__cli__git_operations___filter_by_tag[&quot;_filter_by_tag&quot;]\n        src__tagi__utils__change_filter___normalize_tag[&quot;_normalize_tag&quot;]\n        src__tagi__utils__detect_provider__detect_git_provider[&quot;detect_git_provider&quot;]\n        src__tagi__heuristics__rules__get_custom_rules[&quot;get_custom_rules&quot;]\n        src__tagi__analyzer__dependency_graph___next_critical_node[&quot;_next_critical_node&quot;]\n        src__tagi__composer___tags__infer_scope[&quot;infer_scope&quot;]\n        src__tagi__planner__sorter__group_by_complexity[&quot;group_by_complexity&quot;]\n        src__tagi__utils__change_stats__display_statistics_table[&quot;display_statistics_table&quot;]\n        src__tagi__providers__github__GitHubProvider__create_pr[&quot;create_pr&quot;]\n        src__tagi__heuristics__scoring___change_type_risk_weight[&quot;_change_type_risk_weight&quot;]\n    end\n    src__tagi__hooks___pre_commit_hook --&gt; src__tagi__hooks___hooks_dir\n    src__tagi__hooks__install_hooks --&gt; src__tagi__hooks___pre_commit_hook\n    src__tagi__hooks__install_hooks --&gt; src__tagi__hooks___hooks_dir\n    src__tagi__hooks__uninstall_hooks --&gt; src__tagi__hooks___pre_commit_hook\n    src__tagi__hooks__check_hooks_installed --&gt; src__tagi__hooks___pre_commit_hook\n    src__tagi__hooks__list_hooks --&gt; src__tagi__hooks___hooks_dir\n    src__tagi__hooks__run_hook --&gt; src__tagi__hooks___hooks_dir\n    src__tagi__analyzer__dependency_graph__analyze_python_imports --&gt; src__tagi__analyzer__dependency_graph___collect_import_names\n    src__tagi__analyzer__dependency_graph__build_dependency_graph --&gt; src__tagi__analyzer__dependency_graph__analyze_python_imports\n    src__tagi__analyzer__dependency_graph___dfs_visit --&gt; src__tagi__analyzer__dependency_graph___mark\n    src__tagi__analyzer__dependency_graph___dfs_visit --&gt; src__tagi__analyzer__dependency_graph___cycle_from\n    src__tagi__analyzer__dependency_graph__detect_cycles --&gt; src__tagi__analyzer__dependency_graph___dfs_visit\n    src__tagi__analyzer__dependency_graph___find_longest_start --&gt; src__tagi__analyzer__dependency_graph___longest_path_length\n    src__tagi__analyzer__dependency_graph___reconstruct_critical_path --&gt; src__tagi__analyzer__dependency_graph___next_critical_node\n    src__tagi__analyzer__dependency_graph__get_critical_path --&gt; src__tagi__analyzer__dependency_graph___find_longest_start\n    src__tagi__analyzer__dependency_graph__get_critical_path --&gt; src__tagi__analyzer__dependency_graph___reconstruct_critical_path\n    src__tagi__analyzer__metrics__MetricsCollector__collect --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__analyzer__metrics__MetricsCollector__collect --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__planner__sorter__group_by_complexity --&gt; src__tagi__planner__sorter__sort_by_complexity\n    src__tagi__planner__grouper__group_changes --&gt; src__tagi__planner__grouper___get_primary_tag\n    src__tagi__planner__grouper__group_changes --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__planner__grouper__group_changes --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__planner__grouper__group_by_tag --&gt; src__tagi__planner__selector__select_changes_by_tag\n    src__tagi__cli__git_operations___is_known_tag --&gt; src__tagi__cli__git_operations___ensure_tag_prefix\n    src__tagi__cli__git_operations___resolve_send_target --&gt; src__tagi__cli__git_operations___is_known_tag\n    src__tagi__cli__git_operations___filter_by_tag --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__cli__git_operations___filter_by_tag --&gt; src__tagi__cli__git_operations___ensure_tag_prefix\n    src__tagi__cli__git_operations___execute_git_operations --&gt; src__tagi__utils__detect_provider__get_provider\n    src__tagi__cli__git_operations__send_command --&gt; src__tagi__cli__git_operations___resolve_send_target\n    src__tagi__cli__git_operations__auto_command --&gt; src__tagi__cli__main___configure_command_logging\n    src__tagi__cli__git_operations__auto_command --&gt; src__tagi__cli__git_operations__send_command\n    src__tagi__cli__inspection_commands__inspect_command --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__cli__inspection_commands__inspect_command --&gt; src__tagi__utils__change_stats__display_statistics_table\n    src__tagi__cli__inspection_commands__inspect_command --&gt; src__tagi__cli__display_utils___display_changes\n    src__tagi__cli__inspection_commands__inspect_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__inspection_commands__filter_command --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__cli__inspection_commands__filter_command --&gt; src__tagi__utils__change_stats__display_statistics_table\n    src__tagi__cli__inspection_commands__filter_command --&gt; src__tagi__cli__display_utils___display_changes\n    src__tagi__cli__inspection_commands__filter_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__inspection_commands__file_command --&gt; src__tagi__scanner__diff__get_diff\n    src__tagi__cli__provider_commands__detect_provider_command --&gt; src__tagi__utils__detect_provider__get_provider\n    src__tagi__cli__provider_commands___pr_spec --&gt; src__tagi__cli__provider_commands___current_branch\n    src__tagi__cli__provider_commands__create_pr --&gt; src__tagi__utils__detect_provider__get_provider\n    src__tagi__cli__provider_commands__create_pr --&gt; src__tagi__cli__provider_commands___pr_spec\n    src__tagi__cli__provider_commands__create_mr --&gt; src__tagi__utils__detect_provider__get_provider\n    src__tagi__cli__provider_commands__create_mr --&gt; src__tagi__cli__provider_commands___pr_spec\n    src__tagi__cli__core_commands__scan_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__core_commands__scan_command --&gt; src__tagi__cli__display_utils___display_changes_grouped\n    src__tagi__cli__core_commands__scan_command --&gt; src__tagi__cli__display_utils___display_changes\n    src__tagi__cli__core_commands__list_groups_command --&gt; src__tagi__cli__core_commands___do_list_groups\n    src__tagi__cli__core_commands__list_command --&gt; src__tagi__cli__core_commands___do_list_groups\n    src__tagi__cli__core_commands___do_list_groups --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__core_commands___do_list_groups --&gt; src__tagi__utils__change_stats__calculate_tag_statistics\n    src__tagi__cli__core_commands___do_list_groups --&gt; src__tagi__utils__change_stats__display_statistics_table\n    src__tagi__cli__core_commands__stats_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__core_commands__stats_command --&gt; src__tagi__utils__change_stats__display_statistics_table\n    src__tagi__cli__core_commands__stats_command --&gt; src__tagi__utils__change_stats__calculate_tag_statistics\n    src__tagi__cli__display_utils___display_changes --&gt; src__tagi__cli__display_utils___format_tags\n    src__tagi__cli__display_utils___display_groups --&gt; src__tagi__cli__display_utils___format_tags\n    src__tagi__cli__display_utils___display_changes_grouped --&gt; src__tagi__cli__display_utils___display_groups\n    src__tagi__cli__main__setup_logging --&gt; src__tagi__utils__logger__setup_logger\n    src__tagi__cli__main___configure_command_logging --&gt; src__tagi__utils__logger__setup_logger\n    src__tagi__cli__main___is_known_tag --&gt; src__tagi__cli__main___ensure_tag_prefix\n    src__tagi__cli__main___resolve_send_target --&gt; src__tagi__cli__main___is_known_tag\n    src__tagi__cli__main__detect_provider --&gt; src__tagi__cli__provider_commands__detect_provider_command\n    src__tagi__cli__publishing_commands__publish_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__publishing_commands__publish_command --&gt; src__tagi__cli__publishing_commands___ensure_tag_prefix\n    src__tagi__cli__publishing_commands__publish_command --&gt; src__tagi__utils__publish_helpers__create_publish_group\n    src__tagi__cli__publishing_commands__deploy_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__publishing_commands__deploy_command --&gt; src__tagi__cli__publishing_commands___ensure_tag_prefix\n    src__tagi__cli__utility_commands__summary_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__utility_commands__summary_command --&gt; src__tagi__utils__change_stats__calculate_tag_statistics\n    src__tagi__cli__utility_commands__hooks_command --&gt; src__tagi__hooks__check_hooks_installed\n    src__tagi__cli__utility_commands__draft_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__utility_commands__draft_command --&gt; src__tagi__cli__utility_commands___ensure_tag_prefix\n    src__tagi__cli__utility_commands__draft_command --&gt; src__tagi__utils__send_helpers__create_change_group\n    src__tagi__cli__utility_commands__draft_command --&gt; src__tagi__composer__commit_message__generate_commit_message\n    src__tagi__providers__gitlab__GitLabProvider__is_authenticated --&gt; src__tagi__providers__utils__auth__is_authenticated_from_result\n    src__tagi__providers__gitlab__GitLabProvider__get_auth_status --&gt; src__tagi__providers__utils__auth__get_auth_status_from_result\n    src__tagi__providers__gitlab__GitLabProvider__create_pr --&gt; src__tagi__providers__utils__pr__execute_pr_command\n    src__tagi__providers__gitlab__GitLabProvider__create_pr --&gt; src__tagi__providers__utils__pr__build_pr_command\n    src__tagi__providers__github__GitHubProvider__is_authenticated --&gt; src__tagi__providers__utils__auth__is_authenticated_from_result\n    src__tagi__providers__github__GitHubProvider__get_auth_status --&gt; src__tagi__providers__utils__auth__get_auth_status_from_result\n    src__tagi__providers__github__GitHubProvider__create_pr --&gt; src__tagi__providers__utils__pr__execute_pr_command\n    src__tagi__providers__github__GitHubProvider__create_pr --&gt; src__tagi__providers__utils__pr__build_pr_command\n    src__tagi__scanner__status__scan_repo --&gt; src__tagi__config__load_config\n    src__tagi__scanner__status__scan_repo --&gt; src__tagi__config__Config__should_ignore\n    src__tagi__scanner__status__scan_repo --&gt; src__tagi__scanner__status__parse_status\n    src__tagi__heuristics__scoring__calculate_risk_score --&gt; src__tagi__heuristics__scoring___lines_risk_weight\n    src__tagi__heuristics__scoring__calculate_risk_score --&gt; src__tagi__heuristics__scoring___tag_risk_weight\n    src__tagi__heuristics__scoring__calculate_risk_score --&gt; src__tagi__heuristics__scoring___change_type_risk_weight\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_complexity\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_impact\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_stability\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_test_impact\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_dependency_depth\n    src__tagi__heuristics__metrics___calculate_complexity --&gt; src__tagi__heuristics__metrics___extension_complexity_weight\n    src__tagi__heuristics__metrics___calculate_impact --&gt; src__tagi__heuristics__metrics___extension_impact_weight\n    src__tagi__heuristics__tags__apply_tags --&gt; src__tagi__config__load_config\n    src__tagi__heuristics__tags__apply_tags --&gt; src__tagi__heuristics__tags___tag_change\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__tags___custom_config_tags\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__scanner__files__count_lines_changed\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__metrics__calculate_metrics\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__scoring__calculate_risk_score\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__tags__apply_path_tags\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__tags___size_tags\n    src__tagi__heuristics__rules___get_config_attr --&gt; src__tagi__config__load_config\n    src__tagi__heuristics__rules__get_custom_rules --&gt; src__tagi__heuristics__rules___get_config_attr\n    src__tagi__heuristics__rules__get_custom_heuristics --&gt; src__tagi__heuristics__rules___get_config_attr\n    src__tagi__composer__formats__generate_conventional_message --&gt; src__tagi__composer__formats___commit_type\n    src__tagi__composer__formats__generate_conventional_message --&gt; src__tagi__composer___tags__infer_scope\n    src__tagi__composer__formats__generate_conventional_message --&gt; src__tagi__composer__formats___describe_changes\n    src__tagi__composer__formats__generate_conventional_message --&gt; src__tagi__composer___tags__all_tags\n    src__tagi__composer__formats__generate_detailed_message --&gt; src__tagi__composer__formats___count_tags\n    src__tagi__composer__formats__generate_detailed_message --&gt; src__tagi__composer__formats___detailed_file_lines\n    src__tagi__composer__formats__generate_simple_message --&gt; src__tagi__composer___tags__summary_tag\n    src__tagi__composer__formats__generate_oneline_message --&gt; src__tagi__composer___tags__summary_tag\n    src__tagi__composer__summary__generate_summary --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__composer__summary__generate_summary --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__composer__commit_message__generate_commit_message --&gt; src__tagi__composer___templates__render_template\n    src__tagi__composer__commit_message__generate_commit_message --&gt; src__tagi__composer__commit_message___improve_with_llm\n    src__tagi__composer__commit_message__generate_commit_message --&gt; src__tagi__composer___tags__summary_tag\n    src__tagi__composer__commit_message__generate_commit_message --&gt; src__tagi__config__load_config\n    src__tagi__composer___tags__all_tag_values --&gt; src__tagi__composer___tags__all_tags\n    src__tagi__composer___tags__summary_tag --&gt; src__tagi__composer___tags__all_tags\n    src__tagi__utils__summary_helpers__build_statistics_section --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__utils__summary_helpers__build_statistics_section --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__utils__publish_helpers__detect_and_get_provider --&gt; src__tagi__utils__detect_provider__get_provider\n    src__tagi__utils__publish_helpers__create_publish_group --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__utils__publish_helpers__create_publish_group --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__utils__detect_provider__get_provider --&gt; src__tagi__utils__detect_provider__detect_git_provider\n    src__tagi__utils__send_helpers__create_change_group --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__utils__send_helpers__create_change_group --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__utils__change_stats__calculate_tag_statistics --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__utils__change_stats__calculate_tag_statistics --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__utils__change_filter___resolve_tag_enums --&gt; src__tagi__utils__change_filter___normalize_tag\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___resolve_tag_enums\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___changes_matching_any\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___changes_matching_tag\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___changes_matching_all\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___normalize_tag\n    src__tagi__utils__change_filter__filter_changes_by_tag --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__utils__change_filter__filter_changes_by_tags_any --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__utils__change_filter__filter_changes_by_tags_all --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n", "is_subdir": false}, {"name": "compact_flow.mmd", "rel_path": "compact_flow.mmd", "path": "compact_flow.mmd", "size": "75B", "icon": "📈", "type": "mermaid", "type_name": "Mermaid", "content": "flowchart TD\n%% generated in 0.00s\n    src__tagi[&quot;src.tagi&lt;br/&gt;225 funcs&quot;]\n", "is_subdir": false}, {"name": "flow.mmd", "rel_path": "flow.mmd", "path": "flow.mmd", "size": "1.6KB", "icon": "📈", "type": "mermaid", "type_name": "Mermaid", "content": "flowchart TD\n%% generated in 0.00s\n\n    %% Entry points (blue)\n    classDef entry fill:#4dabf7,stroke:#1971c2,color:#fff\n\n    subgraph Core\n        src__tagi__config__Config___load_config[&quot;_load_config&quot;]\n        src__tagi__config__Config___apply_sections[&quot;_apply_sections&quot;]\n        src__tagi__config__Config__get_tag_for_path[&quot;get_tag_for_path&quot;]\n        src__tagi__config__Config__get_custom_tags_for_pattern[&quot;get_custom_tags_for_pattern&quot;]\n        src__tagi__config__Config__get_tag_color[&quot;get_tag_color&quot;]\n        src__tagi__config__Config__get_heuristics_for_path[&quot;get_heuristics_for_path&quot;]\n        src__tagi__config__Config__get_tags_for_path[&quot;get_tags_for_path&quot;]\n        src__tagi__config__Config__get_tag_description[&quot;get_tag_description&quot;]\n        src__tagi__config__Config__get_template[&quot;get_template&quot;]\n        src__tagi__hooks__install_hooks[&quot;install_hooks&quot;]\n        src__tagi__hooks__uninstall_hooks[&quot;uninstall_hooks&quot;]\n        src__tagi__hooks__list_hooks[&quot;list_hooks&quot;]\n        src__tagi__hooks__run_hook[&quot;run_hook&quot;]\n        src__tagi__analyzer__dependency_graph__build_dependency_graph[&quot;build_dependency_graph&quot;]\n        src__tagi__analyzer__dependency_graph___LevelOrder__levels[&quot;levels&quot;]\n        ...[&quot;+135 more&quot;]\n    end\n\n    class src__tagi__config__Config___load_config,src__tagi__config__Config___apply_sections,src__tagi__config__Config__get_tag_for_path,src__tagi__config__Config__get_custom_tags_for_pattern,src__tagi__config__Config__get_tag_color,src__tagi__config__Config__get_heuristics_for_path,src__tagi__config__Config__get_tags_for_path,src__tagi__config__Config__get_tag_description,src__tagi__config__Config__get_template,src__tagi__hooks__install_hooks entry\n", "is_subdir": false}, {"name": "prompt.txt", "rel_path": "prompt.txt", "path": "prompt.txt", "size": "2.9KB", "icon": "📄", "type": "text", "type_name": "Text", "content": "You are an AI assistant helping me understand and improve a codebase.\n# generated in 0.00s\nUse the attached/generated files as the authoritative context.\nYour goal is to refactor the project based on these files, not just summarize it.\n\nwe are in project path: tagi\n\nFiles for analysis:\n\nNote: project/validation.toon.yaml and project/duplication.toon.yaml are generated by external tools (vallm and redup)\n- analysis.toon.yaml  (Health diagnostics - complexity metrics, god modules, coupling issues, refactoring priorities) [9KB]\n- map.toon.yaml  (Structural map - files, sizes, imports, exports, signatures, project header) [16KB]\n- evolution.toon.yaml  (Refactoring queue - ranked actions by impact/effort, risks, metrics targets, history) [1KB]\n- project.toon.yaml  (Compact project overview - generated from project.yaml data) [2KB]\n- context.md  (LLM narrative - architecture summary and project context) [21KB]\n- README.md  (Generated documentation - overview and usage guide) [9KB]\n\nTask:\n- Treat this prompt as a refactoring brief: identify the highest-priority changes and prepare concrete edits.\n- Use the file set to decide whether the first pass should focus on correctness, duplication, complexity reduction, or architecture cleanup.\n- If you can safely implement the refactor, do it; otherwise give an exact file-by-file change plan and test plan.\n- Use analysis.toon.yaml to locate high-CC functions and god modules that should be split first.\n- Keep module boundaries intact and update imports/exports according to map.toon.yaml.\n- Use evolution.toon.yaml as the execution backlog and work from the top-ranked items.\n- Keep project.toon.yaml aligned with the refactored architecture.\n\nPriority Order:\nP1 — Split or simplify the highest-CC / god modules identified in analysis.toon.yaml.\nP1 — Preserve module boundaries and update imports/exports according to map.toon.yaml.\nP2 — Keep the compact project overview in project.toon.yaml aligned with the refactor.\nP2 — Execute the highest-impact items from evolution.toon.yaml in order of benefit/risk.\n\nFocus Areas for Analysis:\n1. **Code Health Analysis** - Review complexity metrics, god modules, coupling issues from analysis.toon.yaml\n2. **Structural Map** - Use map.toon.yaml to inspect imports, exports, signatures, and the project header\n3. **Refactoring Priorities** - Examine ranked refactoring actions and risk assessment from evolution.toon.yaml\n4. **Project Overview** - Review the compact project overview from project.toon.yaml\n\nAnalysis Strategy:\n- Start with analysis.toon.yaml for health metrics, then map.toon.yaml for structure and signatures\n- Review evolution.toon.yaml for action priorities and next steps\n- Compare the compact project overview in project.toon.yaml with the main analysis files\n\nConstraints:\n- Prefer minimal, incremental changes.\n- Maintain full backward compatibility.\n- Base recommendations on concrete metrics from the provided files.\n- If uncertain, ask clarifying questions.\n", "is_subdir": false}, {"name": "logic.pl", "rel_path": "logic.pl", "path": "logic.pl", "size": "21.3KB", "icon": "📄", "type": "unknown", "type_name": "PL", "content": "[Binary file]", "is_subdir": false}, {"name": "mermaid.export", "rel_path": "mermaid.export", "path": "mermaid.export", "size": "21.4KB", "icon": "📄", "type": "unknown", "type_name": "EXPORT", "content": "[Binary file]", "is_subdir": false}, {"name": "analysis.toon.yaml", "rel_path": "analysis.toon.yaml", "path": "analysis.toon.yaml", "size": "9.5KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# code2llm | 75f 5609L | python:66,yaml:5,txt:2,toml:1,shell:1 | 2026-09-19\n# generated in 0.03s\n# CC̅=2.9 | critical:0/225 | dups:0 | cycles:2\n\nHEALTH[0]: ok\n\nREFACTOR[1]:\n  1. break 2 circular dependencies\n\nPIPELINES[122]:\n  [1] Src [__init__]: __init__\n      PURITY: 100% pure\n  [2] Src [_load_config]: _load_config\n      PURITY: 100% pure\n  [3] Src [_apply_sections]: _apply_sections\n      PURITY: 100% pure\n  [4] Src [get_tag_for_path]: get_tag_for_path\n      PURITY: 100% pure\n  [5] Src [get_custom_tags_for_pattern]: get_custom_tags_for_pattern\n      PURITY: 100% pure\n  [6] Src [get_tag_color]: get_tag_color\n      PURITY: 100% pure\n  [7] Src [get_heuristics_for_path]: get_heuristics_for_path\n      PURITY: 100% pure\n  [8] Src [get_tags_for_path]: get_tags_for_path\n      PURITY: 100% pure\n  [9] Src [get_tag_description]: get_tag_description\n      PURITY: 100% pure\n  [10] Src [get_template]: get_template\n      PURITY: 100% pure\n  [11] Src [install_hooks]: install_hooks → _pre_commit_hook → _hooks_dir\n      PURITY: 100% pure\n  [12] Src [uninstall_hooks]: uninstall_hooks → _pre_commit_hook → _hooks_dir\n      PURITY: 100% pure\n  [13] Src [list_hooks]: list_hooks → _hooks_dir\n      PURITY: 100% pure\n  [14] Src [run_hook]: run_hook → _hooks_dir\n      PURITY: 100% pure\n  [15] Src [build_dependency_graph]: build_dependency_graph → analyze_python_imports → _collect_import_names\n      PURITY: 100% pure\n  [16] Src [__init__]: __init__\n      PURITY: 100% pure\n  [17] Src [levels]: levels\n      PURITY: 100% pure\n  [18] Src [_drain_level]: _drain_level\n      PURITY: 100% pure\n  [19] Src [find_dependency_order]: find_dependency_order\n      PURITY: 100% pure\n  [20] Src [detect_cycles]: detect_cycles → _dfs_visit → _mark\n      PURITY: 100% pure\n  [21] Src [get_critical_path]: get_critical_path → _find_longest_start → _longest_path_length\n      PURITY: 100% pure\n  [22] Src [collect]: collect → total_lines_changed\n      PURITY: 100% pure\n  [23] Src [to_json]: to_json\n      PURITY: 100% pure\n  [24] Src [save]: save\n      PURITY: 100% pure\n  [25] Src [generate_report]: generate_report\n      PURITY: 100% pure\n  [26] Src [sort_by_tag_priority]: sort_by_tag_priority\n      PURITY: 100% pure\n  [27] Src [group_by_complexity]: group_by_complexity → sort_by_complexity\n      PURITY: 100% pure\n  [28] Src [group_changes]: group_changes → _get_primary_tag\n      PURITY: 100% pure\n  [29] Src [group_by_tag]: group_by_tag → select_changes_by_tag\n      PURITY: 100% pure\n  [30] Src [preview_plan]: preview_plan\n      PURITY: 100% pure\n  [31] Src [preview_changes]: preview_changes\n      PURITY: 100% pure\n  [32] Src [group_by_branch]: group_by_branch\n      PURITY: 100% pure\n  [33] Src [get_branch_info]: get_branch_info\n      PURITY: 100% pure\n  [34] Src [select_by_tags]: select_by_tags\n      PURITY: 100% pure\n  [35] Src [select_safe_changes]: select_safe_changes\n      PURITY: 100% pure\n  [36] Src [auto_command]: auto_command → _configure_command_logging → setup_logger\n      PURITY: 100% pure\n  [37] Src [inspect_command]: inspect_command → resolve_filtered_changes → _resolve_tag_enums → _normalize_tag\n      PURITY: 100% pure\n  [38] Src [filter_command]: filter_command → resolve_filtered_changes → _resolve_tag_enums → _normalize_tag\n      PURITY: 100% pure\n  [39] Src [file_command]: file_command → get_diff\n      PURITY: 100% pure\n  [40] Src [create_pr]: create_pr → get_provider → detect_git_provider\n      PURITY: 100% pure\n  [41] Src [create_mr]: create_mr → get_provider → detect_git_provider\n      PURITY: 100% pure\n  [42] Src [scan_command]: scan_command → scan_and_tag\n      PURITY: 100% pure\n  [43] Src [list_groups_command]: list_groups_command → _do_list_groups → scan_and_tag\n      PURITY: 100% pure\n  [44] Src [list_command]: list_command → _do_list_groups → scan_and_tag\n      PURITY: 100% pure\n  [45] Src [stats_command]: stats_command → scan_and_tag\n      PURITY: 100% pure\n  [46] Src [setup_logging]: setup_logging → setup_logger\n      PURITY: 100% pure\n  [47] Src [_resolve_send_target]: _resolve_send_target → _is_known_tag → _ensure_tag_prefix\n      PURITY: 100% pure\n  [48] Src [detect_provider]: detect_provider → detect_provider_command → get_provider → detect_git_provider\n      PURITY: 100% pure\n  [49] Src [publish_command]: publish_command → scan_and_tag\n      PURITY: 100% pure\n  [50] Src [deploy_command]: deploy_command → scan_and_tag\n      PURITY: 100% pure\n\nLAYERS:\n  src/                            CC̄=2.9    ←in:0  →out:0\n  │ dependency_graph           276L  1C   16m  CC=7      ←0\n  │ metrics                    228L  0C   11m  CC=5      ←1\n  │ design_tokens              221L  7C    3m  CC=2      ←0\n  │ utility_commands           211L  0C    5m  CC=10     ←0\n  │ koru                       171L  2C   10m  CC=8      ←0\n  │ git_operations             170L  0C    7m  CC=7      ←0\n  │ metrics                    153L  1C    6m  CC=10     ←0\n  │ formats                    141L  0C    9m  CC=5      ←0\n  │ publishing_commands        139L  0C    3m  CC=11     ←0\n  │ hooks                      127L  0C    7m  CC=5      ←1\n  │ config                     126L  1C   12m  CC=4      ←5\n  │ inspection_commands        120L  0C    3m  CC=7      ←0\n  │ change_filter              120L  0C    9m  CC=5      ←5\n  │ main                       113L  0C    6m  CC=5      ←1\n  │ summary_helpers            113L  0C    5m  CC=5      ←0\n  │ sorter                     104L  0C    3m  CC=5      ←1\n  │ core_commands               94L  0C    5m  CC=7      ←0\n  │ tags                        89L  0C    5m  CC=4      ←0\n  │ branch_grouper              88L  0C    2m  CC=8      ←0\n  │ provider_commands           79L  0C    5m  CC=4      ←1\n  │ display_utils               79L  0C    4m  CC=5      ←3\n  │ grouper                     74L  0C    4m  CC=5      ←0\n  │ git                         72L  1C    9m  CC=4      ←0\n  │ logger                      71L  0C    2m  CC=4      ←2\n  │ base                        70L  2C    8m  CC=2      ←0\n  │ status                      66L  0C    2m  CC=7      ←0\n  │ commit_message              64L  0C    2m  CC=5      ←1\n  │ change                      60L  4C    1m  CC=1      ←0\n  │ llx_adapter                 55L  1C    4m  CC=4      ←0\n  │ detect_provider             54L  0C    2m  CC=4      ←4\n  │ _tags                       52L  0C    4m  CC=7      ←2\n  │ gitlab                      47L  1C    5m  CC=4      ←0\n  │ __init__                    47L  0C    0m  CC=0.0    ←0\n  │ pr                          46L  0C    2m  CC=5      ←2\n  │ selector                    44L  0C    5m  CC=8      ←1\n  │ preview                     43L  0C    2m  CC=7      ←0\n  │ change_stats                42L  0C    2m  CC=1      ←3\n  │ scoring                     41L  0C    4m  CC=3      ←1\n  │ publish_helpers             40L  0C    2m  CC=1      ←1\n  │ summary                     39L  0C    2m  CC=8      ←0\n  │ publish                     39L  1C    4m  CC=3      ←0\n  │ github                      38L  1C    5m  CC=2      ←0\n  │ send_helpers                34L  0C    1m  CC=2      ←2\n  │ risk                        33L  0C    2m  CC=3      ←7\n  │ auth                        32L  0C    2m  CC=2      ←2\n  │ __init__                    32L  0C    0m  CC=0.0    ←0\n  │ files                       29L  0C    1m  CC=7      ←1\n  │ diff                        29L  0C    2m  CC=1      ←1\n  │ scan_utils                  25L  0C    1m  CC=3      ←5\n  │ inspect_helpers             25L  0C    0m  CC=0.0    ←0\n  │ line_builder                23L  1C    4m  CC=1      ←0\n  │ plan                        23L  2C    0m  CC=0.0    ←0\n  │ _templates                  21L  0C    1m  CC=2      ←1\n  │ rules                       20L  0C    3m  CC=1      ←0\n  │ __init__                    18L  0C    0m  CC=0.0    ←0\n  │ group                       16L  1C    0m  CC=0.0    ←0\n  │ detector                    15L  0C    1m  CC=3      ←0\n  │ __init__                    14L  0C    0m  CC=0.0    ←0\n  │ __init__                    13L  0C    0m  CC=0.0    ←0\n  │ __init__                    13L  0C    0m  CC=0.0    ←0\n  │ __init__                    12L  0C    0m  CC=0.0    ←0\n  │ __init__                    11L  0C    0m  CC=0.0    ←0\n  │ __init__                     9L  0C    0m  CC=0.0    ←0\n  │ __init__                     7L  0C    0m  CC=0.0    ←0\n  │ __main__                     6L  0C    0m  CC=0.0    ←0\n  │ __init__                     1L  0C    0m  CC=0.0    ←0\n  │\n  ./                              CC̄=0.0    ←in:0  →out:0\n  │ !! goal.yaml                  539L  0C    0m  CC=0.0    ←0\n  │ koru.yaml                  133L  0C    0m  CC=0.0    ←0\n  │ wup.yaml                   100L  0C    0m  CC=0.0    ←0\n  │ regix.yaml                  93L  0C    0m  CC=0.0    ←0\n  │ tree.txt                    89L  0C    0m  CC=0.0    ←0\n  │ pyproject.toml              49L  0C    0m  CC=0.0    ←0\n  │ project.sh                  48L  0C    0m  CC=0.0    ←0\n  │ local.dev.txt               11L  0C    0m  CC=0.0    ←0\n  │\n  testql-scenarios/               CC̄=0.0    ←in:0  →out:0\n  │ generated-cli-tests.testql.toon.yaml    20L  0C    0m  CC=0.0    ←0\n  │\n\nCOUPLING: no cross-package imports detected\n\nEXTERNAL:\n  validation: run `vallm batch .` → validation.toon\n  duplication: run `redup scan .` → duplication.toon\n", "is_subdir": false}, {"name": "calls.toon.yaml", "rel_path": "calls.toon.yaml", "path": "calls.toon.yaml", "size": "12.4KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# code2llm call graph | /home/tom/github/semcod/tagi\n# generated in 0.06s\n# nodes: 136 | edges: 144 | modules: 40\n# CC̄=2.9\n\nHUBS[20]:\n  src.tagi.cli.publishing_commands.publish_command\n    CC=11  in:0  out:36  total:36\n  src.tagi.cli.utility_commands.summary_command\n    CC=7  in:0  out:28  total:28\n  src.tagi.cli.git_operations.send_command\n    CC=7  in:1  out:26  total:27\n  src.tagi.cli.utility_commands.hooks_command\n    CC=10  in:0  out:26  total:26\n  src.tagi.cli.publishing_commands.deploy_command\n    CC=5  in:0  out:22  total:22\n  src.tagi.cli.inspection_commands.inspect_command\n    CC=7  in:0  out:17  total:17\n  src.tagi.cli.scan_utils.scan_and_tag\n    CC=3  in:11  out:6  total:17\n  src.tagi.utils.logger.setup_logger\n    CC=4  in:2  out:15  total:17\n  src.tagi.cli.utility_commands.draft_command\n    CC=4  in:0  out:17  total:17\n  src.tagi.cli.inspection_commands.filter_command\n    CC=6  in:0  out:16  total:16\n  src.tagi.utils.change_filter.resolve_filtered_changes\n    CC=5  in:9  out:7  total:16\n  src.tagi.utils.change_stats.display_statistics_table\n    CC=1  in:4  out:12  total:16\n  src.tagi.scanner.status.scan_repo\n    CC=7  in:0  out:15  total:15\n  src.tagi.cli.core_commands.stats_command\n    CC=7  in:0  out:15  total:15\n  src.tagi.cli.inspection_commands.file_command\n    CC=7  in:0  out:14  total:14\n  src.tagi.cli.git_operations._execute_git_operations\n    CC=5  in:1  out:11  total:12\n  src.tagi.heuristics.tags._tag_change\n    CC=2  in:1  out:10  total:11\n  src.tagi.cli.display_utils._display_changes\n    CC=3  in:3  out:8  total:11\n  src.tagi.analyzer.dependency_graph._dfs_visit\n    CC=5  in:2  out:8  total:10\n  src.tagi.utils.risk.average_risk\n    CC=3  in:8  out:2  total:10\n\nMODULES:\n  src.tagi.analyzer.dependency_graph  [12 funcs]\n    _collect_import_names  CC=7  out:5\n    _cycle_from  CC=1  out:1\n    _dfs_visit  CC=5  out:8\n    _find_longest_start  CC=1  out:2\n    _longest_path_length  CC=4  out:3\n    _mark  CC=1  out:0\n    _next_critical_node  CC=5  out:2\n    _reconstruct_critical_path  CC=3  out:4\n    analyze_python_imports  CC=2  out:4\n    build_dependency_graph  CC=3  out:4\n  src.tagi.analyzer.metrics  [1 funcs]\n    collect  CC=10  out:5\n  src.tagi.cli.core_commands  [5 funcs]\n    _do_list_groups  CC=4  out:7\n    list_command  CC=1  out:2\n    list_groups_command  CC=1  out:2\n    scan_command  CC=3  out:7\n    stats_command  CC=7  out:15\n  src.tagi.cli.display_utils  [4 funcs]\n    _display_changes  CC=3  out:8\n    _display_changes_grouped  CC=5  out:3\n    _display_groups  CC=4  out:6\n    _format_tags  CC=5  out:3\n  src.tagi.cli.git_operations  [7 funcs]\n    _ensure_tag_prefix  CC=2  out:1\n    _execute_git_operations  CC=5  out:11\n    _filter_by_tag  CC=3  out:4\n    _is_known_tag  CC=2  out:2\n    _resolve_send_target  CC=5  out:5\n    auto_command  CC=1  out:8\n    send_command  CC=7  out:26\n  src.tagi.cli.inspection_commands  [3 funcs]\n    file_command  CC=7  out:14\n    filter_command  CC=6  out:16\n    inspect_command  CC=7  out:17\n  src.tagi.cli.main  [6 funcs]\n    _configure_command_logging  CC=2  out:2\n    _ensure_tag_prefix  CC=2  out:1\n    _is_known_tag  CC=2  out:2\n    _resolve_send_target  CC=5  out:5\n    detect_provider  CC=1  out:1\n    setup_logging  CC=2  out:4\n  src.tagi.cli.provider_commands  [5 funcs]\n    _current_branch  CC=2  out:2\n    _pr_spec  CC=1  out:2\n    create_mr  CC=4  out:8\n    create_pr  CC=4  out:8\n    detect_provider_command  CC=2  out:3\n  src.tagi.cli.publishing_commands  [3 funcs]\n    _ensure_tag_prefix  CC=2  out:1\n    deploy_command  CC=5  out:22\n    publish_command  CC=11  out:36\n  src.tagi.cli.scan_utils  [1 funcs]\n    scan_and_tag  CC=3  out:6\n  src.tagi.cli.utility_commands  [4 funcs]\n    _ensure_tag_prefix  CC=2  out:1\n    draft_command  CC=4  out:17\n    hooks_command  CC=10  out:26\n    summary_command  CC=7  out:28\n  src.tagi.composer._tags  [4 funcs]\n    all_tag_values  CC=2  out:1\n    all_tags  CC=3  out:2\n    infer_scope  CC=7  out:2\n    summary_tag  CC=3  out:2\n  src.tagi.composer._templates  [1 funcs]\n    render_template  CC=2  out:2\n  src.tagi.composer.commit_message  [2 funcs]\n    _improve_with_llm  CC=2  out:2\n    generate_commit_message  CC=5  out:8\n  src.tagi.composer.formats  [8 funcs]\n    _commit_type  CC=3  out:0\n    _count_tags  CC=3  out:1\n    _describe_changes  CC=2  out:2\n    _detailed_file_lines  CC=3  out:1\n    generate_conventional_message  CC=4  out:5\n    generate_detailed_message  CC=3  out:6\n    generate_oneline_message  CC=4  out:3\n    generate_simple_message  CC=5  out:6\n  src.tagi.composer.summary  [1 funcs]\n    generate_summary  CC=8  out:8\n  src.tagi.config  [2 funcs]\n    should_ignore  CC=3  out:2\n    load_config  CC=1  out:1\n  src.tagi.heuristics.metrics  [8 funcs]\n    _calculate_complexity  CC=1  out:6\n    _calculate_dependency_depth  CC=4  out:4\n    _calculate_impact  CC=1  out:3\n    _calculate_stability  CC=1  out:2\n    _calculate_test_impact  CC=4  out:2\n    _extension_complexity_weight  CC=3  out:2\n    _extension_impact_weight  CC=3  out:2\n    calculate_metrics  CC=1  out:6\n  src.tagi.heuristics.rules  [3 funcs]\n    _get_config_attr  CC=1  out:2\n    get_custom_heuristics  CC=1  out:1\n    get_custom_rules  CC=1  out:1\n  src.tagi.heuristics.scoring  [4 funcs]\n    _change_type_risk_weight  CC=1  out:1\n    _lines_risk_weight  CC=1  out:1\n    _tag_risk_weight  CC=3  out:2\n    calculate_risk_score  CC=1  out:4\n  src.tagi.heuristics.tags  [5 funcs]\n    _custom_config_tags  CC=3  out:3\n    _size_tags  CC=3  out:0\n    _tag_change  CC=2  out:10\n    apply_path_tags  CC=4  out:2\n    apply_tags  CC=2  out:2\n  src.tagi.hooks  [7 funcs]\n    _hooks_dir  CC=1  out:1\n    _pre_commit_hook  CC=1  out:1\n    check_hooks_installed  CC=2  out:3\n    install_hooks  CC=2  out:5\n    list_hooks  CC=5  out:7\n    run_hook  CC=2  out:5\n    uninstall_hooks  CC=3  out:3\n  src.tagi.planner.grouper  [3 funcs]\n    _get_primary_tag  CC=4  out:0\n    group_by_tag  CC=1  out:1\n    group_changes  CC=4  out:10\n  src.tagi.planner.selector  [1 funcs]\n    select_changes_by_tag  CC=3  out:0\n  src.tagi.planner.sorter  [2 funcs]\n    group_by_complexity  CC=5  out:7\n    sort_by_complexity  CC=1  out:4\n  src.tagi.providers.github  [3 funcs]\n    create_pr  CC=1  out:3\n    get_auth_status  CC=1  out:2\n    is_authenticated  CC=1  out:2\n  src.tagi.providers.gitlab  [3 funcs]\n    create_pr  CC=1  out:3\n    get_auth_status  CC=1  out:2\n    is_authenticated  CC=1  out:2\n  src.tagi.providers.utils.auth  [2 funcs]\n    get_auth_status_from_result  CC=2  out:0\n    is_authenticated_from_result  CC=1  out:0\n  src.tagi.providers.utils.pr  [2 funcs]\n    build_pr_command  CC=5  out:2\n    execute_pr_command  CC=2  out:0\n  src.tagi.scanner.diff  [1 funcs]\n    get_diff  CC=1  out:1\n  src.tagi.scanner.files  [1 funcs]\n    count_lines_changed  CC=7  out:7\n  src.tagi.scanner.status  [2 funcs]\n    parse_status  CC=4  out:0\n    scan_repo  CC=7  out:15\n  src.tagi.utils.change_filter  [9 funcs]\n    _changes_matching_all  CC=4  out:1\n    _changes_matching_any  CC=4  out:1\n    _changes_matching_tag  CC=3  out:0\n    _normalize_tag  CC=2  out:1\n    _resolve_tag_enums  CC=3  out:3\n    filter_changes_by_tag  CC=1  out:1\n    filter_changes_by_tags_all  CC=1  out:1\n    filter_changes_by_tags_any  CC=1  out:1\n    resolve_filtered_changes  CC=5  out:7\n  src.tagi.utils.change_stats  [2 funcs]\n    calculate_tag_statistics  CC=1  out:2\n    display_statistics_table  CC=1  out:12\n  src.tagi.utils.detect_provider  [2 funcs]\n    detect_git_provider  CC=4  out:2\n    get_provider  CC=3  out:3\n  src.tagi.utils.logger  [1 funcs]\n    setup_logger  CC=4  out:15\n  src.tagi.utils.publish_helpers  [2 funcs]\n    create_publish_group  CC=1  out:4\n    detect_and_get_provider  CC=1  out:1\n  src.tagi.utils.risk  [2 funcs]\n    average_risk  CC=3  out:2\n    total_lines_changed  CC=2  out:1\n  src.tagi.utils.send_helpers  [1 funcs]\n    create_change_group  CC=2  out:4\n  src.tagi.utils.summary_helpers  [1 funcs]\n    build_statistics_section  CC=1  out:4\n\nEDGES:\n  src.tagi.hooks._pre_commit_hook → src.tagi.hooks._hooks_dir\n  src.tagi.hooks.install_hooks → src.tagi.hooks._pre_commit_hook\n  src.tagi.hooks.install_hooks → src.tagi.hooks._hooks_dir\n  src.tagi.hooks.uninstall_hooks → src.tagi.hooks._pre_commit_hook\n  src.tagi.hooks.check_hooks_installed → src.tagi.hooks._pre_commit_hook\n  src.tagi.hooks.list_hooks → src.tagi.hooks._hooks_dir\n  src.tagi.hooks.run_hook → src.tagi.hooks._hooks_dir\n  src.tagi.analyzer.dependency_graph.analyze_python_imports → src.tagi.analyzer.dependency_graph._collect_import_names\n  src.tagi.analyzer.dependency_graph.build_dependency_graph → src.tagi.analyzer.dependency_graph.analyze_python_imports\n  src.tagi.analyzer.dependency_graph._dfs_visit → src.tagi.analyzer.dependency_graph._mark\n  src.tagi.analyzer.dependency_graph._dfs_visit → src.tagi.analyzer.dependency_graph._cycle_from\n  src.tagi.analyzer.dependency_graph.detect_cycles → src.tagi.analyzer.dependency_graph._dfs_visit\n  src.tagi.analyzer.dependency_graph._find_longest_start → src.tagi.analyzer.dependency_graph._longest_path_length\n  src.tagi.analyzer.dependency_graph._reconstruct_critical_path → src.tagi.analyzer.dependency_graph._next_critical_node\n  src.tagi.analyzer.dependency_graph.get_critical_path → src.tagi.analyzer.dependency_graph._find_longest_start\n  src.tagi.analyzer.dependency_graph.get_critical_path → src.tagi.analyzer.dependency_graph._reconstruct_critical_path\n  src.tagi.analyzer.metrics.MetricsCollector.collect → src.tagi.utils.risk.total_lines_changed\n  src.tagi.analyzer.metrics.MetricsCollector.collect → src.tagi.utils.risk.average_risk\n  src.tagi.planner.sorter.group_by_complexity → src.tagi.planner.sorter.sort_by_complexity\n  src.tagi.planner.grouper.group_changes → src.tagi.planner.grouper._get_primary_tag\n  src.tagi.planner.grouper.group_changes → src.tagi.utils.risk.total_lines_changed\n  src.tagi.planner.grouper.group_changes → src.tagi.utils.risk.average_risk\n  src.tagi.planner.grouper.group_by_tag → src.tagi.planner.selector.select_changes_by_tag\n  src.tagi.cli.git_operations._is_known_tag → src.tagi.cli.git_operations._ensure_tag_prefix\n  src.tagi.cli.git_operations._resolve_send_target → src.tagi.cli.git_operations._is_known_tag\n  src.tagi.cli.git_operations._filter_by_tag → src.tagi.utils.change_filter.resolve_filtered_changes\n  src.tagi.cli.git_operations._filter_by_tag → src.tagi.cli.git_operations._ensure_tag_prefix\n  src.tagi.cli.git_operations._execute_git_operations → src.tagi.utils.detect_provider.get_provider\n  src.tagi.cli.git_operations.send_command → src.tagi.cli.git_operations._resolve_send_target\n  src.tagi.cli.git_operations.auto_command → src.tagi.cli.main._configure_command_logging\n  src.tagi.cli.git_operations.auto_command → src.tagi.cli.git_operations.send_command\n  src.tagi.cli.inspection_commands.inspect_command → src.tagi.utils.change_filter.resolve_filtered_changes\n  src.tagi.cli.inspection_commands.inspect_command → src.tagi.utils.change_stats.display_statistics_table\n  src.tagi.cli.inspection_commands.inspect_command → src.tagi.cli.display_utils._display_changes\n  src.tagi.cli.inspection_commands.inspect_command → src.tagi.cli.scan_utils.scan_and_tag\n  src.tagi.cli.inspection_commands.filter_command → src.tagi.utils.change_filter.resolve_filtered_changes\n  src.tagi.cli.inspection_commands.filter_command → src.tagi.utils.change_stats.display_statistics_table\n  src.tagi.cli.inspection_commands.filter_command → src.tagi.cli.display_utils._display_changes\n  src.tagi.cli.inspection_commands.filter_command → src.tagi.cli.scan_utils.scan_and_tag\n  src.tagi.cli.inspection_commands.file_command → src.tagi.scanner.diff.get_diff\n  src.tagi.cli.provider_commands.detect_provider_command → src.tagi.utils.detect_provider.get_provider\n  src.tagi.cli.provider_commands._pr_spec → src.tagi.cli.provider_commands._current_branch\n  src.tagi.cli.provider_commands.create_pr → src.tagi.utils.detect_provider.get_provider\n  src.tagi.cli.provider_commands.create_pr → src.tagi.cli.provider_commands._pr_spec\n  src.tagi.cli.provider_commands.create_mr → src.tagi.utils.detect_provider.get_provider\n  src.tagi.cli.provider_commands.create_mr → src.tagi.cli.provider_commands._pr_spec\n  src.tagi.cli.core_commands.scan_command → src.tagi.cli.scan_utils.scan_and_tag\n  src.tagi.cli.core_commands.scan_command → src.tagi.cli.display_utils._display_changes_grouped\n  src.tagi.cli.core_commands.scan_command → src.tagi.cli.display_utils._display_changes\n  src.tagi.cli.core_commands.list_groups_command → src.tagi.cli.core_commands._do_list_groups\n", "is_subdir": false}, {"name": "calls.yaml", "rel_path": "calls.yaml", "path": "calls.yaml", "size": "58.3KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "project: /home/tom/github/semcod/tagi\ngenerated_from: code2llm call graph analysis\nstats:\n  total_nodes: 136\n  total_edges: 144\n  modules_count: 40\nnodes:\n  src.tagi.analyzer.dependency_graph.detect_cycles:\n    name: detect_cycles\n    module: src.tagi.analyzer.dependency_graph\n    line: 184\n    cyclomatic_complexity: 4\n    calls_out: 1\n    calls_in: 0\n  src.tagi.cli.main._is_known_tag:\n    name: _is_known_tag\n    module: src.tagi.cli.main\n    line: 57\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.providers.gitlab.GitLabProvider.get_auth_status:\n    name: get_auth_status\n    module: src.tagi.providers.gitlab\n    line: 21\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.composer.formats.generate_simple_message:\n    name: generate_simple_message\n    module: src.tagi.composer.formats\n    line: 102\n    cyclomatic_complexity: 5\n    calls_out: 6\n    calls_in: 0\n  src.tagi.cli.inspection_commands.filter_command:\n    name: filter_command\n    module: src.tagi.cli.inspection_commands\n    line: 56\n    cyclomatic_complexity: 6\n    calls_out: 16\n    calls_in: 0\n  src.tagi.cli.provider_commands._pr_spec:\n    name: _pr_spec\n    module: src.tagi.cli.provider_commands\n    line: 37\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 2\n  src.tagi.heuristics.metrics._calculate_complexity:\n    name: _calculate_complexity\n    module: src.tagi.heuristics.metrics\n    line: 89\n    cyclomatic_complexity: 1\n    calls_out: 6\n    calls_in: 1\n  src.tagi.hooks.install_hooks:\n    name: install_hooks\n    module: src.tagi.hooks\n    line: 17\n    cyclomatic_complexity: 2\n    calls_out: 5\n    calls_in: 0\n  src.tagi.cli.core_commands.list_groups_command:\n    name: list_groups_command\n    module: src.tagi.cli.core_commands\n    line: 33\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.cli.git_operations._ensure_tag_prefix:\n    name: _ensure_tag_prefix\n    module: src.tagi.cli.git_operations\n    line: 21\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 2\n  src.tagi.cli.git_operations._is_known_tag:\n    name: _is_known_tag\n    module: src.tagi.cli.git_operations\n    line: 28\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.heuristics.tags._custom_config_tags:\n    name: _custom_config_tags\n    module: src.tagi.heuristics.tags\n    line: 48\n    cyclomatic_complexity: 3\n    calls_out: 3\n    calls_in: 1\n  src.tagi.heuristics.rules.get_custom_heuristics:\n    name: get_custom_heuristics\n    module: src.tagi.heuristics.rules\n    line: 18\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.analyzer.dependency_graph._dfs_visit:\n    name: _dfs_visit\n    module: src.tagi.analyzer.dependency_graph\n    line: 158\n    cyclomatic_complexity: 5\n    calls_out: 8\n    calls_in: 2\n  src.tagi.utils.send_helpers.create_change_group:\n    name: create_change_group\n    module: src.tagi.utils.send_helpers\n    line: 8\n    cyclomatic_complexity: 2\n    calls_out: 4\n    calls_in: 2\n  src.tagi.providers.utils.pr.build_pr_command:\n    name: build_pr_command\n    module: src.tagi.providers.utils.pr\n    line: 10\n    cyclomatic_complexity: 5\n    calls_out: 2\n    calls_in: 2\n  src.tagi.cli.provider_commands.create_mr:\n    name: create_mr\n    module: src.tagi.cli.provider_commands\n    line: 62\n    cyclomatic_complexity: 4\n    calls_out: 8\n    calls_in: 0\n  src.tagi.utils.change_filter._resolve_tag_enums:\n    name: _resolve_tag_enums\n    module: src.tagi.utils.change_filter\n    line: 24\n    cyclomatic_complexity: 3\n    calls_out: 3\n    calls_in: 1\n  src.tagi.heuristics.tags._tag_change:\n    name: _tag_change\n    module: src.tagi.heuristics.tags\n    line: 22\n    cyclomatic_complexity: 2\n    calls_out: 10\n    calls_in: 1\n  src.tagi.cli.provider_commands._current_branch:\n    name: _current_branch\n    module: src.tagi.cli.provider_commands\n    line: 27\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.utils.change_filter._changes_matching_tag:\n    name: _changes_matching_tag\n    module: src.tagi.utils.change_filter\n    line: 19\n    cyclomatic_complexity: 3\n    calls_out: 0\n    calls_in: 1\n  src.tagi.providers.utils.pr.execute_pr_command:\n    name: execute_pr_command\n    module: src.tagi.providers.utils.pr\n    line: 35\n    cyclomatic_complexity: 2\n    calls_out: 0\n    calls_in: 2\n  src.tagi.scanner.diff.get_diff:\n    name: get_diff\n    module: src.tagi.scanner.diff\n    line: 6\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 3\n  src.tagi.cli.inspection_commands.file_command:\n    name: file_command\n    module: src.tagi.cli.inspection_commands\n    line: 89\n    cyclomatic_complexity: 7\n    calls_out: 14\n    calls_in: 0\n  src.tagi.cli.main.setup_logging:\n    name: setup_logging\n    module: src.tagi.cli.main\n    line: 37\n    cyclomatic_complexity: 2\n    calls_out: 4\n    calls_in: 0\n  src.tagi.config.load_config:\n    name: load_config\n    module: src.tagi.config\n    line: 124\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 6\n  src.tagi.heuristics.scoring._tag_risk_weight:\n    name: _tag_risk_weight\n    module: src.tagi.heuristics.scoring\n    line: 34\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 1\n  src.tagi.cli.git_operations._execute_git_operations:\n    name: _execute_git_operations\n    module: src.tagi.cli.git_operations\n    line: 71\n    cyclomatic_complexity: 5\n    calls_out: 11\n    calls_in: 1\n  src.tagi.composer._tags.all_tag_values:\n    name: all_tag_values\n    module: src.tagi.composer._tags\n    line: 15\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 0\n  src.tagi.heuristics.tags.apply_path_tags:\n    name: apply_path_tags\n    module: src.tagi.heuristics.tags\n    line: 69\n    cyclomatic_complexity: 4\n    calls_out: 2\n    calls_in: 1\n  src.tagi.analyzer.dependency_graph.build_dependency_graph:\n    name: build_dependency_graph\n    module: src.tagi.analyzer.dependency_graph\n    line: 54\n    cyclomatic_complexity: 3\n    calls_out: 4\n    calls_in: 0\n  src.tagi.utils.publish_helpers.create_publish_group:\n    name: create_publish_group\n    module: src.tagi.utils.publish_helpers\n    line: 22\n    cyclomatic_complexity: 1\n    calls_out: 4\n    calls_in: 1\n  src.tagi.providers.github.GitHubProvider.is_authenticated:\n    name: is_authenticated\n    module: src.tagi.providers.github\n    line: 15\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.composer.formats.generate_conventional_message:\n    name: generate_conventional_message\n    module: src.tagi.composer.formats\n    line: 42\n    cyclomatic_complexity: 4\n    calls_out: 5\n    calls_in: 0\n  src.tagi.analyzer.dependency_graph._collect_import_names:\n    name: _collect_import_names\n    module: src.tagi.analyzer.dependency_graph\n    line: 10\n    cyclomatic_complexity: 7\n    calls_out: 5\n    calls_in: 1\n  src.tagi.analyzer.dependency_graph.get_critical_path:\n    name: get_critical_path\n    module: src.tagi.analyzer.dependency_graph\n    line: 262\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 0\n  src.tagi.composer._templates.render_template:\n    name: render_template\n    module: src.tagi.composer._templates\n    line: 10\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.utils.change_filter._changes_matching_all:\n    name: _changes_matching_all\n    module: src.tagi.utils.change_filter\n    line: 40\n    cyclomatic_complexity: 4\n    calls_out: 1\n    calls_in: 1\n  src.tagi.cli.main._resolve_send_target:\n    name: _resolve_send_target\n    module: src.tagi.cli.main\n    line: 66\n    cyclomatic_complexity: 5\n    calls_out: 5\n    calls_in: 0\n  src.tagi.cli.utility_commands._ensure_tag_prefix:\n    name: _ensure_tag_prefix\n    module: src.tagi.cli.utility_commands\n    line: 18\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 1\n  src.tagi.planner.grouper._get_primary_tag:\n    name: _get_primary_tag\n    module: src.tagi.planner.grouper\n    line: 54\n    cyclomatic_complexity: 4\n    calls_out: 0\n    calls_in: 1\n  src.tagi.cli.display_utils._display_changes_grouped:\n    name: _display_changes_grouped\n    module: src.tagi.cli.display_utils\n    line: 64\n    cyclomatic_complexity: 5\n    calls_out: 3\n    calls_in: 1\n  src.tagi.cli.utility_commands.hooks_command:\n    name: hooks_command\n    module: src.tagi.cli.utility_commands\n    line: 131\n    cyclomatic_complexity: 10\n    calls_out: 26\n    calls_in: 0\n  src.tagi.cli.inspection_commands.inspect_command:\n    name: inspect_command\n    module: src.tagi.cli.inspection_commands\n    line: 19\n    cyclomatic_complexity: 7\n    calls_out: 17\n    calls_in: 0\n  src.tagi.utils.change_filter.resolve_filtered_changes:\n    name: resolve_filtered_changes\n    module: src.tagi.utils.change_filter\n    line: 45\n    cyclomatic_complexity: 5\n    calls_out: 7\n    calls_in: 9\n  src.tagi.scanner.status.scan_repo:\n    name: scan_repo\n    module: src.tagi.scanner.status\n    line: 11\n    cyclomatic_complexity: 7\n    calls_out: 15\n    calls_in: 0\n  src.tagi.heuristics.scoring.calculate_risk_score:\n    name: calculate_risk_score\n    module: src.tagi.heuristics.scoring\n    line: 20\n    cyclomatic_complexity: 1\n    calls_out: 4\n    calls_in: 1\n  src.tagi.cli.provider_commands.detect_provider_command:\n    name: detect_provider_command\n    module: src.tagi.cli.provider_commands\n    line: 17\n    cyclomatic_complexity: 2\n    calls_out: 3\n    calls_in: 1\n  src.tagi.cli.scan_utils.scan_and_tag:\n    name: scan_and_tag\n    module: src.tagi.cli.scan_utils\n    line: 10\n    cyclomatic_complexity: 3\n    calls_out: 6\n    calls_in: 11\n  src.tagi.cli.core_commands._do_list_groups:\n    name: _do_list_groups\n    module: src.tagi.cli.core_commands\n    line: 47\n    cyclomatic_complexity: 4\n    calls_out: 7\n    calls_in: 2\n  src.tagi.cli.publishing_commands._ensure_tag_prefix:\n    name: _ensure_tag_prefix\n    module: src.tagi.cli.publishing_commands\n    line: 16\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 2\n  src.tagi.analyzer.dependency_graph._find_longest_start:\n    name: _find_longest_start\n    module: src.tagi.analyzer.dependency_graph\n    line: 221\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 1\n  src.tagi.hooks._pre_commit_hook:\n    name: _pre_commit_hook\n    module: src.tagi.hooks\n    line: 13\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 3\n  src.tagi.cli.display_utils._display_groups:\n    name: _display_groups\n    module: src.tagi.cli.display_utils\n    line: 52\n    cyclomatic_complexity: 4\n    calls_out: 6\n    calls_in: 1\n  src.tagi.composer.formats._commit_type:\n    name: _commit_type\n    module: src.tagi.composer.formats\n    line: 27\n    cyclomatic_complexity: 3\n    calls_out: 0\n    calls_in: 1\n  src.tagi.heuristics.metrics._calculate_dependency_depth:\n    name: _calculate_dependency_depth\n    module: src.tagi.heuristics.metrics\n    line: 151\n    cyclomatic_complexity: 4\n    calls_out: 4\n    calls_in: 1\n  src.tagi.composer.summary.generate_summary:\n    name: generate_summary\n    module: src.tagi.composer.summary\n    line: 10\n    cyclomatic_complexity: 8\n    calls_out: 8\n    calls_in: 0\n  src.tagi.config.Config.should_ignore:\n    name: should_ignore\n    module: src.tagi.config\n    line: 113\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 1\n  src.tagi.heuristics.metrics._calculate_impact:\n    name: _calculate_impact\n    module: src.tagi.heuristics.metrics\n    line: 107\n    cyclomatic_complexity: 1\n    calls_out: 3\n    calls_in: 1\n  src.tagi.providers.gitlab.GitLabProvider.create_pr:\n    name: create_pr\n    module: src.tagi.providers.gitlab\n    line: 41\n    cyclomatic_complexity: 1\n    calls_out: 3\n    calls_in: 0\n  src.tagi.heuristics.metrics._extension_complexity_weight:\n    name: _extension_complexity_weight\n    module: src.tagi.heuristics.metrics\n    line: 33\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 1\n  src.tagi.hooks.uninstall_hooks:\n    name: uninstall_hooks\n    module: src.tagi.hooks\n    line: 49\n    cyclomatic_complexity: 3\n    calls_out: 3\n    calls_in: 0\n  src.tagi.utils.change_filter._changes_matching_any:\n    name: _changes_matching_any\n    module: src.tagi.utils.change_filter\n    line: 35\n    cyclomatic_complexity: 4\n    calls_out: 1\n    calls_in: 1\n  src.tagi.composer.commit_message._improve_with_llm:\n    name: _improve_with_llm\n    module: src.tagi.composer.commit_message\n    line: 52\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.hooks.list_hooks:\n    name: list_hooks\n    module: src.tagi.hooks\n    line: 86\n    cyclomatic_complexity: 5\n    calls_out: 7\n    calls_in: 0\n  src.tagi.analyzer.dependency_graph.analyze_python_imports:\n    name: analyze_python_imports\n    module: src.tagi.analyzer.dependency_graph\n    line: 33\n    cyclomatic_complexity: 2\n    calls_out: 4\n    calls_in: 1\n  src.tagi.utils.logger.setup_logger:\n    name: setup_logger\n    module: src.tagi.utils.logger\n    line: 9\n    cyclomatic_complexity: 4\n    calls_out: 15\n    calls_in: 2\n  src.tagi.cli.publishing_commands.publish_command:\n    name: publish_command\n    module: src.tagi.cli.publishing_commands\n    line: 23\n    cyclomatic_complexity: 11\n    calls_out: 36\n    calls_in: 0\n  src.tagi.analyzer.dependency_graph._mark:\n    name: _mark\n    module: src.tagi.analyzer.dependency_graph\n    line: 147\n    cyclomatic_complexity: 1\n    calls_out: 0\n    calls_in: 2\n  src.tagi.analyzer.dependency_graph._reconstruct_critical_path:\n    name: _reconstruct_critical_path\n    module: src.tagi.analyzer.dependency_graph\n    line: 244\n    cyclomatic_complexity: 3\n    calls_out: 4\n    calls_in: 1\n  src.tagi.utils.change_filter.filter_changes_by_tags_any:\n    name: filter_changes_by_tags_any\n    module: src.tagi.utils.change_filter\n    line: 97\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 1\n  src.tagi.hooks._hooks_dir:\n    name: _hooks_dir\n    module: src.tagi.hooks\n    line: 9\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 4\n  src.tagi.cli.utility_commands.summary_command:\n    name: summary_command\n    module: src.tagi.cli.utility_commands\n    line: 25\n    cyclomatic_complexity: 7\n    calls_out: 28\n    calls_in: 0\n  src.tagi.composer.formats.generate_detailed_message:\n    name: generate_detailed_message\n    module: src.tagi.composer.formats\n    line: 84\n    cyclomatic_complexity: 3\n    calls_out: 6\n    calls_in: 0\n  src.tagi.heuristics.metrics._extension_impact_weight:\n    name: _extension_impact_weight\n    module: src.tagi.heuristics.metrics\n    line: 42\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 1\n  src.tagi.composer.formats.generate_oneline_message:\n    name: generate_oneline_message\n    module: src.tagi.composer.formats\n    line: 115\n    cyclomatic_complexity: 4\n    calls_out: 3\n    calls_in: 0\n  src.tagi.cli.main.detect_provider:\n    name: detect_provider\n    module: src.tagi.cli.main\n    line: 111\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.composer.formats._count_tags:\n    name: _count_tags\n    module: src.tagi.composer.formats\n    line: 66\n    cyclomatic_complexity: 3\n    calls_out: 1\n    calls_in: 1\n  src.tagi.hooks.check_hooks_installed:\n    name: check_hooks_installed\n    module: src.tagi.hooks\n    line: 68\n    cyclomatic_complexity: 2\n    calls_out: 3\n    calls_in: 1\n  src.tagi.heuristics.tags._size_tags:\n    name: _size_tags\n    module: src.tagi.heuristics.tags\n    line: 59\n    cyclomatic_complexity: 3\n    calls_out: 0\n    calls_in: 1\n  src.tagi.heuristics.rules._get_config_attr:\n    name: _get_config_attr\n    module: src.tagi.heuristics.rules\n    line: 8\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 2\n  src.tagi.analyzer.dependency_graph._longest_path_length:\n    name: _longest_path_length\n    module: src.tagi.analyzer.dependency_graph\n    line: 203\n    cyclomatic_complexity: 4\n    calls_out: 3\n    calls_in: 2\n  src.tagi.cli.main._configure_command_logging:\n    name: _configure_command_logging\n    module: src.tagi.cli.main\n    line: 44\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.cli.utility_commands.draft_command:\n    name: draft_command\n    module: src.tagi.cli.utility_commands\n    line: 180\n    cyclomatic_complexity: 4\n    calls_out: 17\n    calls_in: 0\n  src.tagi.composer._tags.summary_tag:\n    name: summary_tag\n    module: src.tagi.composer._tags\n    line: 20\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 4\n  src.tagi.utils.risk.average_risk:\n    name: average_risk\n    module: src.tagi.utils.risk\n    line: 22\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 8\n  src.tagi.composer.formats._describe_changes:\n    name: _describe_changes\n    module: src.tagi.composer.formats\n    line: 35\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.providers.utils.auth.is_authenticated_from_result:\n    name: is_authenticated_from_result\n    module: src.tagi.providers.utils.auth\n    line: 23\n    cyclomatic_complexity: 1\n    calls_out: 0\n    calls_in: 2\n  src.tagi.cli.git_operations.send_command:\n    name: send_command\n    module: src.tagi.cli.git_operations\n    line: 90\n    cyclomatic_complexity: 7\n    calls_out: 26\n    calls_in: 1\n  src.tagi.hooks.run_hook:\n    name: run_hook\n    module: src.tagi.hooks\n    line: 107\n    cyclomatic_complexity: 2\n    calls_out: 5\n    calls_in: 0\n  src.tagi.planner.selector.select_changes_by_tag:\n    name: select_changes_by_tag\n    module: src.tagi.planner.selector\n    line: 8\n    cyclomatic_complexity: 3\n    calls_out: 0\n    calls_in: 1\n  src.tagi.heuristics.metrics.calculate_metrics:\n    name: calculate_metrics\n    module: src.tagi.heuristics.metrics\n    line: 51\n    cyclomatic_complexity: 1\n    calls_out: 6\n    calls_in: 1\n  src.tagi.scanner.status.parse_status:\n    name: parse_status\n    module: src.tagi.scanner.status\n    line: 57\n    cyclomatic_complexity: 4\n    calls_out: 0\n    calls_in: 1\n  src.tagi.heuristics.metrics._calculate_stability:\n    name: _calculate_stability\n    module: src.tagi.heuristics.metrics\n    line: 118\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 1\n  src.tagi.cli.display_utils._format_tags:\n    name: _format_tags\n    module: src.tagi.cli.display_utils\n    line: 35\n    cyclomatic_complexity: 5\n    calls_out: 3\n    calls_in: 4\n  src.tagi.cli.git_operations._resolve_send_target:\n    name: _resolve_send_target\n    module: src.tagi.cli.git_operations\n    line: 37\n    cyclomatic_complexity: 5\n    calls_out: 5\n    calls_in: 1\n  src.tagi.planner.grouper.group_changes:\n    name: group_changes\n    module: src.tagi.planner.grouper\n    line: 10\n    cyclomatic_complexity: 4\n    calls_out: 10\n    calls_in: 0\n  src.tagi.heuristics.metrics._calculate_test_impact:\n    name: _calculate_test_impact\n    module: src.tagi.heuristics.metrics\n    line: 135\n    cyclomatic_complexity: 4\n    calls_out: 2\n    calls_in: 1\n  src.tagi.utils.detect_provider.get_provider:\n    name: get_provider\n    module: src.tagi.utils.detect_provider\n    line: 12\n    cyclomatic_complexity: 3\n    calls_out: 3\n    calls_in: 6\n  src.tagi.heuristics.tags.apply_tags:\n    name: apply_tags\n    module: src.tagi.heuristics.tags\n    line: 12\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 0\n  src.tagi.providers.utils.auth.get_auth_status_from_result:\n    name: get_auth_status_from_result\n    module: src.tagi.providers.utils.auth\n    line: 7\n    cyclomatic_complexity: 2\n    calls_out: 0\n    calls_in: 2\n  src.tagi.utils.change_filter.filter_changes_by_tag:\n    name: filter_changes_by_tag\n    module: src.tagi.utils.change_filter\n    line: 84\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.providers.github.GitHubProvider.get_auth_status:\n    name: get_auth_status\n    module: src.tagi.providers.github\n    line: 20\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.scanner.files.count_lines_changed:\n    name: count_lines_changed\n    module: src.tagi.scanner.files\n    line: 6\n    cyclomatic_complexity: 7\n    calls_out: 7\n    calls_in: 1\n  src.tagi.composer.formats._detailed_file_lines:\n    name: _detailed_file_lines\n    module: src.tagi.composer.formats\n    line: 75\n    cyclomatic_complexity: 3\n    calls_out: 1\n    calls_in: 1\n  src.tagi.cli.display_utils._display_changes:\n    name: _display_changes\n    module: src.tagi.cli.display_utils\n    line: 14\n    cyclomatic_complexity: 3\n    calls_out: 8\n    calls_in: 3\n  src.tagi.planner.grouper.group_by_tag:\n    name: group_by_tag\n    module: src.tagi.planner.grouper\n    line: 37\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.analyzer.metrics.MetricsCollector.collect:\n    name: collect\n    module: src.tagi.analyzer.metrics\n    line: 25\n    cyclomatic_complexity: 10\n    calls_out: 5\n    calls_in: 0\n  src.tagi.utils.risk.total_lines_changed:\n    name: total_lines_changed\n    module: src.tagi.utils.risk\n    line: 8\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 8\n  src.tagi.cli.core_commands.list_command:\n    name: list_command\n    module: src.tagi.cli.core_commands\n    line: 40\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.providers.gitlab.GitLabProvider.is_authenticated:\n    name: is_authenticated\n    module: src.tagi.providers.gitlab\n    line: 16\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.planner.sorter.sort_by_complexity:\n    name: sort_by_complexity\n    module: src.tagi.planner.sorter\n    line: 7\n    cyclomatic_complexity: 1\n    calls_out: 4\n    calls_in: 2\n  src.tagi.cli.provider_commands.create_pr:\n    name: create_pr\n    module: src.tagi.cli.provider_commands\n    line: 42\n    cyclomatic_complexity: 4\n    calls_out: 8\n    calls_in: 0\n  src.tagi.analyzer.dependency_graph._cycle_from:\n    name: _cycle_from\n    module: src.tagi.analyzer.dependency_graph\n    line: 152\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 1\n  src.tagi.utils.change_stats.calculate_tag_statistics:\n    name: calculate_tag_statistics\n    module: src.tagi.utils.change_stats\n    line: 17\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 3\n  src.tagi.utils.publish_helpers.detect_and_get_provider:\n    name: detect_and_get_provider\n    module: src.tagi.utils.publish_helpers\n    line: 10\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.cli.core_commands.stats_command:\n    name: stats_command\n    module: src.tagi.cli.core_commands\n    line: 65\n    cyclomatic_complexity: 7\n    calls_out: 15\n    calls_in: 0\n  src.tagi.composer.commit_message.generate_commit_message:\n    name: generate_commit_message\n    module: src.tagi.composer.commit_message\n    line: 36\n    cyclomatic_complexity: 5\n    calls_out: 8\n    calls_in: 1\n  src.tagi.cli.publishing_commands.deploy_command:\n    name: deploy_command\n    module: src.tagi.cli.publishing_commands\n    line: 96\n    cyclomatic_complexity: 5\n    calls_out: 22\n    calls_in: 0\n  src.tagi.utils.summary_helpers.build_statistics_section:\n    name: build_statistics_section\n    module: src.tagi.utils.summary_helpers\n    line: 31\n    cyclomatic_complexity: 1\n    calls_out: 4\n    calls_in: 0\n  src.tagi.cli.main._ensure_tag_prefix:\n    name: _ensure_tag_prefix\n    module: src.tagi.cli.main\n    line: 50\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 1\n  src.tagi.utils.change_filter.filter_changes_by_tags_all:\n    name: filter_changes_by_tags_all\n    module: src.tagi.utils.change_filter\n    line: 110\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.cli.core_commands.scan_command:\n    name: scan_command\n    module: src.tagi.cli.core_commands\n    line: 14\n    cyclomatic_complexity: 3\n    calls_out: 7\n    calls_in: 0\n  src.tagi.composer._tags.all_tags:\n    name: all_tags\n    module: src.tagi.composer._tags\n    line: 8\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 3\n  src.tagi.heuristics.scoring._lines_risk_weight:\n    name: _lines_risk_weight\n    module: src.tagi.heuristics.scoring\n    line: 29\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 1\n  src.tagi.cli.git_operations.auto_command:\n    name: auto_command\n    module: src.tagi.cli.git_operations\n    line: 148\n    cyclomatic_complexity: 1\n    calls_out: 8\n    calls_in: 0\n  src.tagi.cli.git_operations._filter_by_tag:\n    name: _filter_by_tag\n    module: src.tagi.cli.git_operations\n    line: 60\n    cyclomatic_complexity: 3\n    calls_out: 4\n    calls_in: 1\n  src.tagi.utils.change_filter._normalize_tag:\n    name: _normalize_tag\n    module: src.tagi.utils.change_filter\n    line: 14\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 2\n  src.tagi.utils.detect_provider.detect_git_provider:\n    name: detect_git_provider\n    module: src.tagi.utils.detect_provider\n    line: 29\n    cyclomatic_complexity: 4\n    calls_out: 2\n    calls_in: 1\n  src.tagi.heuristics.rules.get_custom_rules:\n    name: get_custom_rules\n    module: src.tagi.heuristics.rules\n    line: 13\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.analyzer.dependency_graph._next_critical_node:\n    name: _next_critical_node\n    module: src.tagi.analyzer.dependency_graph\n    line: 226\n    cyclomatic_complexity: 5\n    calls_out: 2\n    calls_in: 1\n  src.tagi.composer._tags.infer_scope:\n    name: infer_scope\n    module: src.tagi.composer._tags\n    line: 41\n    cyclomatic_complexity: 7\n    calls_out: 2\n    calls_in: 1\n  src.tagi.planner.sorter.group_by_complexity:\n    name: group_by_complexity\n    module: src.tagi.planner.sorter\n    line: 80\n    cyclomatic_complexity: 5\n    calls_out: 7\n    calls_in: 0\n  src.tagi.utils.change_stats.display_statistics_table:\n    name: display_statistics_table\n    module: src.tagi.utils.change_stats\n    line: 29\n    cyclomatic_complexity: 1\n    calls_out: 12\n    calls_in: 4\n  src.tagi.providers.github.GitHubProvider.create_pr:\n    name: create_pr\n    module: src.tagi.providers.github\n    line: 32\n    cyclomatic_complexity: 1\n    calls_out: 3\n    calls_in: 0\n  src.tagi.heuristics.scoring._change_type_risk_weight:\n    name: _change_type_risk_weight\n    module: src.tagi.heuristics.scoring\n    line: 39\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 1\nedges:\n- caller: src.tagi.hooks._pre_commit_hook\n  callee: src.tagi.hooks._hooks_dir\n  call_type: resolved\n- caller: src.tagi.hooks.install_hooks\n  callee: src.tagi.hooks._pre_commit_hook\n  call_type: resolved\n- caller: src.tagi.hooks.install_hooks\n  callee: src.tagi.hooks._hooks_dir\n  call_type: resolved\n- caller: src.tagi.hooks.uninstall_hooks\n  callee: src.tagi.hooks._pre_commit_hook\n  call_type: resolved\n- caller: src.tagi.hooks.check_hooks_installed\n  callee: src.tagi.hooks._pre_commit_hook\n  call_type: resolved\n- caller: src.tagi.hooks.list_hooks\n  callee: src.tagi.hooks._hooks_dir\n  call_type: resolved\n- caller: src.tagi.hooks.run_hook\n  callee: src.tagi.hooks._hooks_dir\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.analyze_python_imports\n  callee: src.tagi.analyzer.dependency_graph._collect_import_names\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.build_dependency_graph\n  callee: src.tagi.analyzer.dependency_graph.analyze_python_imports\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph._dfs_visit\n  callee: src.tagi.analyzer.dependency_graph._mark\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph._dfs_visit\n  callee: src.tagi.analyzer.dependency_graph._cycle_from\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.detect_cycles\n  callee: src.tagi.analyzer.dependency_graph._dfs_visit\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph._find_longest_start\n  callee: src.tagi.analyzer.dependency_graph._longest_path_length\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph._reconstruct_critical_path\n  callee: src.tagi.analyzer.dependency_graph._next_critical_node\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.get_critical_path\n  callee: src.tagi.analyzer.dependency_graph._find_longest_start\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.get_critical_path\n  callee: src.tagi.analyzer.dependency_graph._reconstruct_critical_path\n  call_type: resolved\n- caller: src.tagi.analyzer.metrics.MetricsCollector.collect\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.analyzer.metrics.MetricsCollector.collect\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.planner.sorter.group_by_complexity\n  callee: src.tagi.planner.sorter.sort_by_complexity\n  call_type: resolved\n- caller: src.tagi.planner.grouper.group_changes\n  callee: src.tagi.planner.grouper._get_primary_tag\n  call_type: resolved\n- caller: src.tagi.planner.grouper.group_changes\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.planner.grouper.group_changes\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.planner.grouper.group_by_tag\n  callee: src.tagi.planner.selector.select_changes_by_tag\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._is_known_tag\n  callee: src.tagi.cli.git_operations._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._resolve_send_target\n  callee: src.tagi.cli.git_operations._is_known_tag\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._filter_by_tag\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._filter_by_tag\n  callee: src.tagi.cli.git_operations._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._execute_git_operations\n  callee: src.tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: src.tagi.cli.git_operations.send_command\n  callee: src.tagi.cli.git_operations._resolve_send_target\n  call_type: resolved\n- caller: src.tagi.cli.git_operations.auto_command\n  callee: src.tagi.cli.main._configure_command_logging\n  call_type: resolved\n- caller: src.tagi.cli.git_operations.auto_command\n  callee: src.tagi.cli.git_operations.send_command\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.inspect_command\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.inspect_command\n  callee: src.tagi.utils.change_stats.display_statistics_table\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.inspect_command\n  callee: src.tagi.cli.display_utils._display_changes\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.inspect_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.filter_command\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.filter_command\n  callee: src.tagi.utils.change_stats.display_statistics_table\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.filter_command\n  callee: src.tagi.cli.display_utils._display_changes\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.filter_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.file_command\n  callee: src.tagi.scanner.diff.get_diff\n  call_type: resolved\n- caller: src.tagi.cli.provider_commands.detect_provider_command\n  callee: src.tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: src.tagi.cli.provider_commands._pr_spec\n  callee: src.tagi.cli.provider_commands._current_branch\n  call_type: resolved\n- caller: src.tagi.cli.provider_commands.create_pr\n  callee: src.tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: src.tagi.cli.provider_commands.create_pr\n  callee: src.tagi.cli.provider_commands._pr_spec\n  call_type: resolved\n- caller: src.tagi.cli.provider_commands.create_mr\n  callee: src.tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: src.tagi.cli.provider_commands.create_mr\n  callee: src.tagi.cli.provider_commands._pr_spec\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.scan_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.scan_command\n  callee: src.tagi.cli.display_utils._display_changes_grouped\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.scan_command\n  callee: src.tagi.cli.display_utils._display_changes\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.list_groups_command\n  callee: src.tagi.cli.core_commands._do_list_groups\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.list_command\n  callee: src.tagi.cli.core_commands._do_list_groups\n  call_type: resolved\n- caller: src.tagi.cli.core_commands._do_list_groups\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.core_commands._do_list_groups\n  callee: src.tagi.utils.change_stats.calculate_tag_statistics\n  call_type: resolved\n- caller: src.tagi.cli.core_commands._do_list_groups\n  callee: src.tagi.utils.change_stats.display_statistics_table\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.stats_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.stats_command\n  callee: src.tagi.utils.change_stats.display_statistics_table\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.stats_command\n  callee: src.tagi.utils.change_stats.calculate_tag_statistics\n  call_type: resolved\n- caller: src.tagi.cli.display_utils._display_changes\n  callee: src.tagi.cli.display_utils._format_tags\n  call_type: resolved\n- caller: src.tagi.cli.display_utils._display_groups\n  callee: src.tagi.cli.display_utils._format_tags\n  call_type: resolved\n- caller: src.tagi.cli.display_utils._display_changes_grouped\n  callee: src.tagi.cli.display_utils._display_groups\n  call_type: resolved\n- caller: src.tagi.cli.main.setup_logging\n  callee: src.tagi.utils.logger.setup_logger\n  call_type: resolved\n- caller: src.tagi.cli.main._configure_command_logging\n  callee: src.tagi.utils.logger.setup_logger\n  call_type: resolved\n- caller: src.tagi.cli.main._is_known_tag\n  callee: src.tagi.cli.main._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.main._resolve_send_target\n  callee: src.tagi.cli.main._is_known_tag\n  call_type: resolved\n- caller: src.tagi.cli.main.detect_provider\n  callee: src.tagi.cli.provider_commands.detect_provider_command\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.publish_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.publish_command\n  callee: src.tagi.cli.publishing_commands._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.publish_command\n  callee: src.tagi.utils.publish_helpers.create_publish_group\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.deploy_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.deploy_command\n  callee: src.tagi.cli.publishing_commands._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.summary_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.summary_command\n  callee: src.tagi.utils.change_stats.calculate_tag_statistics\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.hooks_command\n  callee: src.tagi.hooks.check_hooks_installed\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.draft_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.draft_command\n  callee: src.tagi.cli.utility_commands._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.draft_command\n  callee: src.tagi.utils.send_helpers.create_change_group\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.draft_command\n  callee: src.tagi.composer.commit_message.generate_commit_message\n  call_type: resolved\n- caller: src.tagi.providers.gitlab.GitLabProvider.is_authenticated\n  callee: src.tagi.providers.utils.auth.is_authenticated_from_result\n  call_type: resolved\n- caller: src.tagi.providers.gitlab.GitLabProvider.get_auth_status\n  callee: src.tagi.providers.utils.auth.get_auth_status_from_result\n  call_type: resolved\n- caller: src.tagi.providers.gitlab.GitLabProvider.create_pr\n  callee: src.tagi.providers.utils.pr.execute_pr_command\n  call_type: resolved\n- caller: src.tagi.providers.gitlab.GitLabProvider.create_pr\n  callee: src.tagi.providers.utils.pr.build_pr_command\n  call_type: resolved\n- caller: src.tagi.providers.github.GitHubProvider.is_authenticated\n  callee: src.tagi.providers.utils.auth.is_authenticated_from_result\n  call_type: resolved\n- caller: src.tagi.providers.github.GitHubProvider.get_auth_status\n  callee: src.tagi.providers.utils.auth.get_auth_status_from_result\n  call_type: resolved\n- caller: src.tagi.providers.github.GitHubProvider.create_pr\n  callee: src.tagi.providers.utils.pr.execute_pr_command\n  call_type: resolved\n- caller: src.tagi.providers.github.GitHubProvider.create_pr\n  callee: src.tagi.providers.utils.pr.build_pr_command\n  call_type: resolved\n- caller: src.tagi.scanner.status.scan_repo\n  callee: src.tagi.config.load_config\n  call_type: resolved\n- caller: src.tagi.scanner.status.scan_repo\n  callee: src.tagi.config.Config.should_ignore\n  call_type: resolved\n- caller: src.tagi.scanner.status.scan_repo\n  callee: src.tagi.scanner.status.parse_status\n  call_type: resolved\n- caller: src.tagi.heuristics.scoring.calculate_risk_score\n  callee: src.tagi.heuristics.scoring._lines_risk_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.scoring.calculate_risk_score\n  callee: src.tagi.heuristics.scoring._tag_risk_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.scoring.calculate_risk_score\n  callee: src.tagi.heuristics.scoring._change_type_risk_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_complexity\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_impact\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_stability\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_test_impact\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_dependency_depth\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics._calculate_complexity\n  callee: src.tagi.heuristics.metrics._extension_complexity_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics._calculate_impact\n  callee: src.tagi.heuristics.metrics._extension_impact_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.tags.apply_tags\n  callee: src.tagi.config.load_config\n  call_type: resolved\n- caller: src.tagi.heuristics.tags.apply_tags\n  callee: src.tagi.heuristics.tags._tag_change\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.tags._custom_config_tags\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.scanner.files.count_lines_changed\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.metrics.calculate_metrics\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.scoring.calculate_risk_score\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.tags.apply_path_tags\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.tags._size_tags\n  call_type: resolved\n- caller: src.tagi.heuristics.rules._get_config_attr\n  callee: src.tagi.config.load_config\n  call_type: resolved\n- caller: src.tagi.heuristics.rules.get_custom_rules\n  callee: src.tagi.heuristics.rules._get_config_attr\n  call_type: resolved\n- caller: src.tagi.heuristics.rules.get_custom_heuristics\n  callee: src.tagi.heuristics.rules._get_config_attr\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_conventional_message\n  callee: src.tagi.composer.formats._commit_type\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_conventional_message\n  callee: src.tagi.composer._tags.infer_scope\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_conventional_message\n  callee: src.tagi.composer.formats._describe_changes\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_conventional_message\n  callee: src.tagi.composer._tags.all_tags\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_detailed_message\n  callee: src.tagi.composer.formats._count_tags\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_detailed_message\n  callee: src.tagi.composer.formats._detailed_file_lines\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_simple_message\n  callee: src.tagi.composer._tags.summary_tag\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_oneline_message\n  callee: src.tagi.composer._tags.summary_tag\n  call_type: resolved\n- caller: src.tagi.composer.summary.generate_summary\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.composer.summary.generate_summary\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.composer.commit_message.generate_commit_message\n  callee: src.tagi.composer._templates.render_template\n  call_type: resolved\n- caller: src.tagi.composer.commit_message.generate_commit_message\n  callee: src.tagi.composer.commit_message._improve_with_llm\n  call_type: resolved\n- caller: src.tagi.composer.commit_message.generate_commit_message\n  callee: src.tagi.composer._tags.summary_tag\n  call_type: resolved\n- caller: src.tagi.composer.commit_message.generate_commit_message\n  callee: src.tagi.config.load_config\n  call_type: resolved\n- caller: src.tagi.composer._tags.all_tag_values\n  callee: src.tagi.composer._tags.all_tags\n  call_type: resolved\n- caller: src.tagi.composer._tags.summary_tag\n  callee: src.tagi.composer._tags.all_tags\n  call_type: resolved\n- caller: src.tagi.utils.summary_helpers.build_statistics_section\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.utils.summary_helpers.build_statistics_section\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.utils.publish_helpers.detect_and_get_provider\n  callee: src.tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: src.tagi.utils.publish_helpers.create_publish_group\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.utils.publish_helpers.create_publish_group\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.utils.detect_provider.get_provider\n  callee: src.tagi.utils.detect_provider.detect_git_provider\n  call_type: resolved\n- caller: src.tagi.utils.send_helpers.create_change_group\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.utils.send_helpers.create_change_group\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.utils.change_stats.calculate_tag_statistics\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.utils.change_stats.calculate_tag_statistics\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.utils.change_filter._resolve_tag_enums\n  callee: src.tagi.utils.change_filter._normalize_tag\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._resolve_tag_enums\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._changes_matching_any\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._changes_matching_tag\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._changes_matching_all\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._normalize_tag\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.filter_changes_by_tag\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.filter_changes_by_tags_any\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.filter_changes_by_tags_all\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\nmodules:\n  src.tagi.analyzer.dependency_graph:\n  - src.tagi.analyzer.dependency_graph._collect_import_names\n  - src.tagi.analyzer.dependency_graph._cycle_from\n  - src.tagi.analyzer.dependency_graph._dfs_visit\n  - src.tagi.analyzer.dependency_graph._find_longest_start\n  - src.tagi.analyzer.dependency_graph._longest_path_length\n  - src.tagi.analyzer.dependency_graph._mark\n  - src.tagi.analyzer.dependency_graph._next_critical_node\n  - src.tagi.analyzer.dependency_graph._reconstruct_critical_path\n  - src.tagi.analyzer.dependency_graph.analyze_python_imports\n  - src.tagi.analyzer.dependency_graph.build_dependency_graph\n  - src.tagi.analyzer.dependency_graph.detect_cycles\n  - src.tagi.analyzer.dependency_graph.get_critical_path\n  src.tagi.analyzer.metrics:\n  - src.tagi.analyzer.metrics.MetricsCollector.collect\n  src.tagi.cli.core_commands:\n  - src.tagi.cli.core_commands._do_list_groups\n  - src.tagi.cli.core_commands.list_command\n  - src.tagi.cli.core_commands.list_groups_command\n  - src.tagi.cli.core_commands.scan_command\n  - src.tagi.cli.core_commands.stats_command\n  src.tagi.cli.display_utils:\n  - src.tagi.cli.display_utils._display_changes\n  - src.tagi.cli.display_utils._display_changes_grouped\n  - src.tagi.cli.display_utils._display_groups\n  - src.tagi.cli.display_utils._format_tags\n  src.tagi.cli.git_operations:\n  - src.tagi.cli.git_operations._ensure_tag_prefix\n  - src.tagi.cli.git_operations._execute_git_operations\n  - src.tagi.cli.git_operations._filter_by_tag\n  - src.tagi.cli.git_operations._is_known_tag\n  - src.tagi.cli.git_operations._resolve_send_target\n  - src.tagi.cli.git_operations.auto_command\n  - src.tagi.cli.git_operations.send_command\n  src.tagi.cli.inspection_commands:\n  - src.tagi.cli.inspection_commands.file_command\n  - src.tagi.cli.inspection_commands.filter_command\n  - src.tagi.cli.inspection_commands.inspect_command\n  src.tagi.cli.main:\n  - src.tagi.cli.main._configure_command_logging\n  - src.tagi.cli.main._ensure_tag_prefix\n  - src.tagi.cli.main._is_known_tag\n  - src.tagi.cli.main._resolve_send_target\n  - src.tagi.cli.main.detect_provider\n  - src.tagi.cli.main.setup_logging\n  src.tagi.cli.provider_commands:\n  - src.tagi.cli.provider_commands._current_branch\n  - src.tagi.cli.provider_commands._pr_spec\n  - src.tagi.cli.provider_commands.create_mr\n  - src.tagi.cli.provider_commands.create_pr\n  - src.tagi.cli.provider_commands.detect_provider_command\n  src.tagi.cli.publishing_commands:\n  - src.tagi.cli.publishing_commands._ensure_tag_prefix\n  - src.tagi.cli.publishing_commands.deploy_command\n  - src.tagi.cli.publishing_commands.publish_command\n  src.tagi.cli.scan_utils:\n  - src.tagi.cli.scan_utils.scan_and_tag\n  src.tagi.cli.utility_commands:\n  - src.tagi.cli.utility_commands._ensure_tag_prefix\n  - src.tagi.cli.utility_commands.draft_command\n  - src.tagi.cli.utility_commands.hooks_command\n  - src.tagi.cli.utility_commands.summary_command\n  src.tagi.composer._tags:\n  - src.tagi.composer._tags.all_tag_values\n  - src.tagi.composer._tags.all_tags\n  - src.tagi.composer._tags.infer_scope\n  - src.tagi.composer._tags.summary_tag\n  src.tagi.composer._templates:\n  - src.tagi.composer._templates.render_template\n  src.tagi.composer.commit_message:\n  - src.tagi.composer.commit_message._improve_with_llm\n  - src.tagi.composer.commit_message.generate_commit_message\n  src.tagi.composer.formats:\n  - src.tagi.composer.formats._commit_type\n  - src.tagi.composer.formats._count_tags\n  - src.tagi.composer.formats._describe_changes\n  - src.tagi.composer.formats._detailed_file_lines\n  - src.tagi.composer.formats.generate_conventional_message\n  - src.tagi.composer.formats.generate_detailed_message\n  - src.tagi.composer.formats.generate_oneline_message\n  - src.tagi.composer.formats.generate_simple_message\n  src.tagi.composer.summary:\n  - src.tagi.composer.summary.generate_summary\n  src.tagi.config:\n  - src.tagi.config.Config.should_ignore\n  - src.tagi.config.load_config\n  src.tagi.heuristics.metrics:\n  - src.tagi.heuristics.metrics._calculate_complexity\n  - src.tagi.heuristics.metrics._calculate_dependency_depth\n  - src.tagi.heuristics.metrics._calculate_impact\n  - src.tagi.heuristics.metrics._calculate_stability\n  - src.tagi.heuristics.metrics._calculate_test_impact\n  - src.tagi.heuristics.metrics._extension_complexity_weight\n  - src.tagi.heuristics.metrics._extension_impact_weight\n  - src.tagi.heuristics.metrics.calculate_metrics\n  src.tagi.heuristics.rules:\n  - src.tagi.heuristics.rules._get_config_attr\n  - src.tagi.heuristics.rules.get_custom_heuristics\n  - src.tagi.heuristics.rules.get_custom_rules\n  src.tagi.heuristics.scoring:\n  - src.tagi.heuristics.scoring._change_type_risk_weight\n  - src.tagi.heuristics.scoring._lines_risk_weight\n  - src.tagi.heuristics.scoring._tag_risk_weight\n  - src.tagi.heuristics.scoring.calculate_risk_score\n  src.tagi.heuristics.tags:\n  - src.tagi.heuristics.tags._custom_config_tags\n  - src.tagi.heuristics.tags._size_tags\n  - src.tagi.heuristics.tags._tag_change\n  - src.tagi.heuristics.tags.apply_path_tags\n  - src.tagi.heuristics.tags.apply_tags\n  src.tagi.hooks:\n  - src.tagi.hooks._hooks_dir\n  - src.tagi.hooks._pre_commit_hook\n  - src.tagi.hooks.check_hooks_installed\n  - src.tagi.hooks.install_hooks\n  - src.tagi.hooks.list_hooks\n  - src.tagi.hooks.run_hook\n  - src.tagi.hooks.uninstall_hooks\n  src.tagi.planner.grouper:\n  - src.tagi.planner.grouper._get_primary_tag\n  - src.tagi.planner.grouper.group_by_tag\n  - src.tagi.planner.grouper.group_changes\n  src.tagi.planner.selector:\n  - src.tagi.planner.selector.select_changes_by_tag\n  src.tagi.planner.sorter:\n  - src.tagi.planner.sorter.group_by_complexity\n  - src.tagi.planner.sorter.sort_by_complexity\n  src.tagi.providers.github:\n  - src.tagi.providers.github.GitHubProvider.create_pr\n  - src.tagi.providers.github.GitHubProvider.get_auth_status\n  - src.tagi.providers.github.GitHubProvider.is_authenticated\n  src.tagi.providers.gitlab:\n  - src.tagi.providers.gitlab.GitLabProvider.create_pr\n  - src.tagi.providers.gitlab.GitLabProvider.get_auth_status\n  - src.tagi.providers.gitlab.GitLabProvider.is_authenticated\n  src.tagi.providers.utils.auth:\n  - src.tagi.providers.utils.auth.get_auth_status_from_result\n  - src.tagi.providers.utils.auth.is_authenticated_from_result\n  src.tagi.providers.utils.pr:\n  - src.tagi.providers.utils.pr.build_pr_command\n  - src.tagi.providers.utils.pr.execute_pr_command\n  src.tagi.scanner.diff:\n  - src.tagi.scanner.diff.get_diff\n  src.tagi.scanner.files:\n  - src.tagi.scanner.files.count_lines_changed\n  src.tagi.scanner.status:\n  - src.tagi.scanner.status.parse_status\n  - src.tagi.scanner.status.scan_repo\n  src.tagi.utils.change_filter:\n  - src.tagi.utils.change_filter._changes_matching_all\n  - src.tagi.utils.change_filter._changes_matching_any\n  - src.tagi.utils.change_filter._changes_matching_tag\n  - src.tagi.utils.change_filter._normalize_tag\n  - src.tagi.utils.change_filter._resolve_tag_enums\n  - src.tagi.utils.change_filter.filter_changes_by_tag\n  - src.tagi.utils.change_filter.filter_changes_by_tags_all\n  - src.tagi.utils.change_filter.filter_changes_by_tags_any\n  - src.tagi.utils.change_filter.resolve_filtered_changes\n  src.tagi.utils.change_stats:\n  - src.tagi.utils.change_stats.calculate_tag_statistics\n  - src.tagi.utils.change_stats.display_statistics_table\n  src.tagi.utils.detect_provider:\n  - src.tagi.utils.detect_provider.detect_git_provider\n  - src.tagi.utils.detect_provider.get_provider\n  src.tagi.utils.logger:\n  - src.tagi.utils.logger.setup_logger\n  src.tagi.utils.publish_helpers:\n  - src.tagi.utils.publish_helpers.create_publish_group\n  - src.tagi.utils.publish_helpers.detect_and_get_provider\n  src.tagi.utils.risk:\n  - src.tagi.utils.risk.average_risk\n  - src.tagi.utils.risk.total_lines_changed\n  src.tagi.utils.send_helpers:\n  - src.tagi.utils.send_helpers.create_change_group\n  src.tagi.utils.summary_helpers:\n  - src.tagi.utils.summary_helpers.build_statistics_section\nentry_points:\n- src.tagi.analyzer.dependency_graph._LevelOrder.__init__\n- src.tagi.analyzer.dependency_graph._LevelOrder._drain_level\n- src.tagi.analyzer.dependency_graph._LevelOrder.levels\n- src.tagi.analyzer.dependency_graph.build_dependency_graph\n- src.tagi.analyzer.dependency_graph.detect_cycles\n- src.tagi.analyzer.dependency_graph.find_dependency_order\n- src.tagi.analyzer.dependency_graph.get_critical_path\n- src.tagi.analyzer.metrics.MetricsCollector.__init__\n- src.tagi.analyzer.metrics.MetricsCollector.collect\n- src.tagi.analyzer.metrics.MetricsCollector.save\n- src.tagi.analyzer.metrics.MetricsCollector.to_json\n- src.tagi.analyzer.metrics.compare_metrics\n- src.tagi.analyzer.metrics.generate_report\n- src.tagi.cli.core_commands.list_command\n- src.tagi.cli.core_commands.list_groups_command\n- src.tagi.cli.core_commands.scan_command\n- src.tagi.cli.core_commands.stats_command\n- src.tagi.cli.git_operations.auto_command\n- src.tagi.cli.inspection_commands.file_command\n- src.tagi.cli.inspection_commands.filter_command\n- src.tagi.cli.inspection_commands.inspect_command\n- src.tagi.cli.main._resolve_send_target\n- src.tagi.cli.main.detect_provider\n- src.tagi.cli.main.setup_logging\n- src.tagi.cli.provider_commands.create_mr\n- src.tagi.cli.provider_commands.create_pr\n- src.tagi.cli.publishing_commands.deploy_command\n- src.tagi.cli.publishing_commands.publish_command\n- src.tagi.cli.utility_commands.draft_command\n- src.tagi.cli.utility_commands.hooks_command\n- src.tagi.cli.utility_commands.init_command\n- src.tagi.cli.utility_commands.summary_command\n- src.tagi.composer._tags.all_tag_values\n- src.tagi.composer.formats.generate_conventional_message\n- src.tagi.composer.formats.generate_detailed_message\n- src.tagi.composer.formats.generate_files_message\n- src.tagi.composer.formats.generate_oneline_message\n- src.tagi.composer.formats.generate_simple_message\n- src.tagi.composer.summary.generate_file_list\n- src.tagi.composer.summary.generate_summary\n- src.tagi.config.Config.__init__\n- src.tagi.config.Config._apply_sections\n- src.tagi.config.Config._load_config\n- src.tagi.config.Config.get_custom_tags_for_pattern\n- src.tagi.config.Config.get_heuristics_for_path\n- src.tagi.config.Config.get_tag_color\n- src.tagi.config.Config.get_tag_description\n- src.tagi.config.Config.get_tag_for_path\n- src.tagi.config.Config.get_tags_for_path\n- src.tagi.config.Config.get_template\n- src.tagi.executor.git.GitExecutor.__init__\n- src.tagi.executor.git.GitExecutor._run_command\n- src.tagi.executor.git.GitExecutor.add\n- src.tagi.executor.git.GitExecutor.commit\n- src.tagi.executor.git.GitExecutor.get_current_branch\n- src.tagi.executor.git.GitExecutor.get_remote_url\n- src.tagi.executor.git.GitExecutor.has_staged_changes\n- src.tagi.executor.git.GitExecutor.push\n- src.tagi.executor.git.GitExecutor.status\n- src.tagi.executor.publish.PublishExecutor.__init__\n- src.tagi.executor.publish.PublishExecutor.dry_run\n- src.tagi.executor.publish.PublishExecutor.publish\n- src.tagi.executor.publish.PublishExecutor.stage_and_commit\n- src.tagi.heuristics.metrics.calculate_vector_distance\n- src.tagi.heuristics.metrics.filter_by_metrics\n- src.tagi.heuristics.metrics.sort_by_metric\n- src.tagi.heuristics.rules.get_custom_heuristics\n- src.tagi.heuristics.rules.get_custom_rules\n- src.tagi.heuristics.tags.apply_tags\n- src.tagi.hooks.install_hooks\n- src.tagi.hooks.list_hooks\n- src.tagi.hooks.run_hook\n- src.tagi.hooks.uninstall_hooks\n- src.tagi.llm.llx_adapter.LlxAdapter.__init__\n- src.tagi.llm.llx_adapter.LlxAdapter.improve_description\n- src.tagi.llm.llx_adapter.LlxAdapter.improve_message\n- src.tagi.llm.llx_adapter.LlxAdapter.is_available\n- src.tagi.models.change.ChangeMetrics.to_vector\n- src.tagi.planner.branch_grouper.get_branch_info\n- src.tagi.planner.branch_grouper.group_by_branch\n- src.tagi.planner.grouper.group_by_risk\n- src.tagi.planner.grouper.group_by_tag\n- src.tagi.planner.grouper.group_changes\n- src.tagi.planner.preview.preview_changes\n- src.tagi.planner.preview.preview_plan\n- src.tagi.planner.selector.select_by_tags\n- src.tagi.planner.selector.select_low_risk_changes\n- src.tagi.planner.selector.select_safe_changes\n- src.tagi.planner.selector.select_small_changes\n- src.tagi.planner.sorter.group_by_complexity\n- src.tagi.planner.sorter.sort_by_tag_priority\n- src.tagi.providers.base.BaseProvider.__init__\n- src.tagi.providers.base.BaseProvider._check_git_remote_for_provider\n- src.tagi.providers.base.BaseProvider._get_git_remote_url\n- src.tagi.providers.base.BaseProvider._run_command\n- src.tagi.providers.base.BaseProvider.create_pr\n- src.tagi.providers.base.BaseProvider.detect_remote\n- src.tagi.providers.base.BaseProvider.get_auth_status\n- src.tagi.providers.base.BaseProvider.is_authenticated\n- src.tagi.providers.detector.detect_provider\n- src.tagi.providers.github.GitHubProvider.create_pr\n- src.tagi.providers.github.GitHubProvider.detect_remote\n- src.tagi.providers.github.GitHubProvider.get_auth_status\n- src.tagi.providers.github.GitHubProvider.get_token\n- src.tagi.providers.github.GitHubProvider.is_authenticated\n- src.tagi.providers.gitlab.GitLabProvider.create_pr\n- src.tagi.providers.gitlab.GitLabProvider.detect_remote\n- src.tagi.providers.gitlab.GitLabProvider.get_auth_status\n- src.tagi.providers.gitlab.GitLabProvider.get_configured_host\n- src.tagi.providers.gitlab.GitLabProvider.is_authenticated\n- src.tagi.providers.koru.KoruProvider.__init__\n- src.tagi.providers.koru.KoruProvider._deployment_recommendations\n- src.tagi.providers.koru.KoruProvider._make_api_request\n- src.tagi.providers.koru.KoruProvider.analyze_deployment_priority\n- src.tagi.providers.koru.KoruProvider.deploy_group\n- src.tagi.providers.koru.KoruProvider.get_context_brief\n- src.tagi.providers.koru.KoruProvider.get_planfile_tickets\n- src.tagi.providers.koru.KoruProvider.get_topology\n- src.tagi.providers.koru.KoruProvider.is_available\n- src.tagi.providers.koru.KoruProvider.run_quality_gates\n- src.tagi.scanner.diff.get_staged_diff\n- src.tagi.scanner.status.scan_repo\n- src.tagi.ui.design_tokens.DesignTokens.__init__\n- src.tagi.ui.design_tokens.DesignTokens.get_css_string\n- src.tagi.ui.design_tokens.DesignTokens.get_css_variables\n- src.tagi.utils.change_filter.filter_changes_by_tag\n- src.tagi.utils.change_filter.filter_changes_by_tags_all\n- src.tagi.utils.line_builder.LineBuilder.__init__\n- src.tagi.utils.line_builder.LineBuilder.add\n- src.tagi.utils.line_builder.LineBuilder.as_list\n- src.tagi.utils.line_builder.LineBuilder.text\n- src.tagi.utils.publish_helpers.detect_and_get_provider\n- src.tagi.utils.summary_helpers.build_changes_by_type_section\n- src.tagi.utils.summary_helpers.build_file_list_section\n- src.tagi.utils.summary_helpers.build_report_header\n- src.tagi.utils.summary_helpers.build_statistics_section\n- src.tagi.utils.summary_helpers.build_tag_distribution_section\n", "is_subdir": false}, {"name": "duplication.toon.yaml", "rel_path": "duplication.toon.yaml", "path": "duplication.toon.yaml", "size": "5.9KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# redup/duplication | 10 groups | 47f 3609L | 2026-05-26\n\nSUMMARY:\n  files_scanned: 47\n  total_lines:   3609\n  dup_groups:    10\n  dup_fragments: 20\n  saved_lines:   77\n  scan_ms:       2213\n\nHOTSPOTS[7] (files with most duplication):\n  src/tagi/utils/inspect_helpers.py  dup=54L  groups=2  frags=3  (1.5%)\n  src/tagi/cli.py  dup=39L  groups=3  frags=5  (1.1%)\n  src/tagi/providers/github.py  dup=17L  groups=4  frags=4  (0.5%)\n  src/tagi/providers/gitlab.py  dup=17L  groups=4  frags=4  (0.5%)\n  src/tagi/utils/publish_helpers.py  dup=12L  groups=1  frags=1  (0.3%)\n  src/tagi/providers/detector.py  dup=9L  groups=1  frags=1  (0.2%)\n  src/tagi/heuristics/rules.py  dup=6L  groups=1  frags=2  (0.2%)\n\nDUPLICATES[10] (ranked by impact):\n  [69031414365d89a7]   STRU  filter_changes_by_tags_any  L=21 N=2 saved=21 sim=1.00\n      src/tagi/utils/inspect_helpers.py:23-43  (filter_changes_by_tags_any)\n      src/tagi/utils/inspect_helpers.py:46-66  (filter_changes_by_tags_all)\n  [34f34aac7a5602b7]   STRU  filter_changes_by_tag  L=12 N=2 saved=12 sim=1.00\n      src/tagi/utils/inspect_helpers.py:9-20  (filter_changes_by_tag)\n      src/tagi/utils/publish_helpers.py:28-39  (filter_changes_by_tag)\n  [59cf75b9ca253237]   STRU  create_pr  L=10 N=2 saved=10 sim=1.00\n      src/tagi/cli.py:772-781  (create_pr)\n      src/tagi/cli.py:784-793  (create_mr)\n  [0defbec6f6d556b3]   EXAC  detect_provider  L=9 N=2 saved=9 sim=1.00\n      src/tagi/cli.py:761-769  (detect_provider)\n      src/tagi/providers/detector.py:7-15  (detect_provider)\n  [2f1566a469905cc9]   STRU  create_pr  L=6 N=2 saved=6 sim=1.00\n      src/tagi/providers/github.py:30-35  (create_pr)\n      src/tagi/providers/gitlab.py:36-41  (create_pr)\n  [54c9428ffca26dbc]   STRU  list_groups  L=5 N=2 saved=5 sim=1.00\n      src/tagi/cli.py:117-121  (list_groups)\n      src/tagi/cli.py:125-129  (list_cmd)\n  [9aaebb2fb961d57d]   STRU  is_authenticated  L=4 N=2 saved=4 sim=1.00\n      src/tagi/providers/github.py:13-16  (is_authenticated)\n      src/tagi/providers/gitlab.py:11-14  (is_authenticated)\n  [180c7709efe6a452]   STRU  get_auth_status  L=4 N=2 saved=4 sim=1.00\n      src/tagi/providers/github.py:18-21  (get_auth_status)\n      src/tagi/providers/gitlab.py:16-19  (get_auth_status)\n  [9e51ade4e046160f]   STRU  get_custom_rules  L=3 N=2 saved=3 sim=1.00\n      src/tagi/heuristics/rules.py:14-16  (get_custom_rules)\n      src/tagi/heuristics/rules.py:19-21  (get_custom_heuristics)\n  [ead418deaec12c72]   STRU  detect_remote  L=3 N=2 saved=3 sim=1.00\n      src/tagi/providers/github.py:37-39  (detect_remote)\n      src/tagi/providers/gitlab.py:43-45  (detect_remote)\n\nREFACTOR[10] (ranked by priority):\n  [1] ○ extract_function   → src/tagi/utils/utils/filter_changes_by_tags_any.py\n      WHY: 2 occurrences of 21-line block across 1 files — saves 21 lines\n      FILES: src/tagi/utils/inspect_helpers.py\n  [2] ○ extract_function   → src/tagi/utils/utils/filter_changes_by_tag.py\n      WHY: 2 occurrences of 12-line block across 2 files — saves 12 lines\n      FILES: src/tagi/utils/inspect_helpers.py, src/tagi/utils/publish_helpers.py\n  [3] ○ extract_function   → src/tagi/utils/create_pr.py\n      WHY: 2 occurrences of 10-line block across 1 files — saves 10 lines\n      FILES: src/tagi/cli.py\n  [4] ○ extract_function   → src/tagi/utils/detect_provider.py\n      WHY: 2 occurrences of 9-line block across 2 files — saves 9 lines\n      FILES: src/tagi/cli.py, src/tagi/providers/detector.py\n  [5] ○ extract_function   → src/tagi/providers/utils/create_pr.py\n      WHY: 2 occurrences of 6-line block across 2 files — saves 6 lines\n      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py\n  [6] ○ extract_function   → src/tagi/utils/list_groups.py\n      WHY: 2 occurrences of 5-line block across 1 files — saves 5 lines\n      FILES: src/tagi/cli.py\n  [7] ○ extract_function   → src/tagi/providers/utils/is_authenticated.py\n      WHY: 2 occurrences of 4-line block across 2 files — saves 4 lines\n      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py\n  [8] ○ extract_function   → src/tagi/providers/utils/get_auth_status.py\n      WHY: 2 occurrences of 4-line block across 2 files — saves 4 lines\n      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py\n  [9] ○ extract_function   → src/tagi/heuristics/utils/get_custom_rules.py\n      WHY: 2 occurrences of 3-line block across 1 files — saves 3 lines\n      FILES: src/tagi/heuristics/rules.py\n  [10] ○ extract_function   → src/tagi/providers/utils/detect_remote.py\n      WHY: 2 occurrences of 3-line block across 2 files — saves 3 lines\n      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py\n\nQUICK_WINS[5] (low risk, high savings — do first):\n  [1] extract_function   saved=21L  → src/tagi/utils/utils/filter_changes_by_tags_any.py\n      FILES: inspect_helpers.py\n  [2] extract_function   saved=12L  → src/tagi/utils/utils/filter_changes_by_tag.py\n      FILES: inspect_helpers.py, publish_helpers.py\n  [3] extract_function   saved=10L  → src/tagi/utils/create_pr.py\n      FILES: cli.py\n  [4] extract_function   saved=9L  → src/tagi/utils/detect_provider.py\n      FILES: cli.py, detector.py\n  [5] extract_function   saved=6L  → src/tagi/providers/utils/create_pr.py\n      FILES: github.py, gitlab.py\n\nEFFORT_ESTIMATE (total ≈ 2.6h):\n  medium filter_changes_by_tags_any          saved=21L  ~42min\n  easy   filter_changes_by_tag               saved=12L  ~24min\n  easy   create_pr                           saved=10L  ~20min\n  easy   detect_provider                     saved=9L  ~18min\n  easy   create_pr                           saved=6L  ~12min\n  easy   list_groups                         saved=5L  ~10min\n  easy   is_authenticated                    saved=4L  ~8min\n  easy   get_auth_status                     saved=4L  ~8min\n  easy   get_custom_rules                    saved=3L  ~6min\n  easy   detect_remote                       saved=3L  ~6min\n\nMETRICS-TARGET:\n  dup_groups:  10 → 0\n  saved_lines: 77 lines recoverable\n", "is_subdir": false}, {"name": "evolution.toon.yaml", "rel_path": "evolution.toon.yaml", "path": "evolution.toon.yaml", "size": "1.5KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# code2llm/evolution | 225 func | 51f | 2026-09-19\n# generated in 0.00s\n\nNEXT[1] (ranked by impact):\n  [1] !! SPLIT           goal.yaml\n      WHY: 539L, 0 classes, max CC=0\n      EFFORT: ~4h  IMPACT: 0\n\n\nRISKS[1]:\n  ⚠ Splitting goal.yaml may break 0 import paths\n\nMETRICS-TARGET:\n  CC̄:          2.9 → ≤2.0\n  max-CC:      11 → ≤5\n  god-modules: 1 → 0\n  high-CC(≥15): 0 → ≤0\n  hub-types:   0 → ≤0\n\nPATTERNS (language parser shared logic):\n  _extract_declarations() in base.py — unified extraction for:\n    - TypeScript: interfaces, types, classes, functions, arrow funcs\n    - PHP: namespaces, traits, classes, functions, includes\n    - Ruby: modules, classes, methods, requires\n    - C++: classes, structs, functions, #includes\n    - C#: classes, interfaces, methods, usings\n    - Java: classes, interfaces, methods, imports\n    - Go: packages, functions, structs\n    - Rust: modules, functions, traits, use statements\n\n  Shared regex patterns per language:\n    - import: language-specific import/require/using patterns\n    - class: class/struct/trait declarations with inheritance\n    - function: function/method signatures with visibility\n    - brace_tracking: for C-family languages ({ })\n    - end_keyword_tracking: for Ruby (module/class/def...end)\n\n  Benefits:\n    - Consistent extraction logic across all languages\n    - Reduced code duplication (~70% reduction in parser LOC)\n    - Easier maintenance: fix once, apply everywhere\n    - Standardized FunctionInfo/ClassInfo models\n\nHISTORY:\n  prev CC̄=2.9 → now CC̄=2.9\n", "is_subdir": false}, {"name": "map.toon.yaml", "rel_path": "map.toon.yaml", "path": "map.toon.yaml", "size": "16.9KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# tagi | 75f 5609L | yaml:5,txt:2,toml:1,shell:1,python:66 | 2026-09-19\n# generated in 0.01s\n# stats: 225 func | 0 cls | 75 mod | CC̄=2.9 | critical:0 | cycles:0\n# alerts[5]: fan-out scan_repo=15; fan-out publish_command=14; fan-out send_command=13; fan-out setup_logger=13; fan-out summary_command=13\n# hotspots[5]: scan_repo fan=15; publish_command fan=14; send_command fan=13; summary_command fan=13; setup_logger fan=13\n# evolution: CC̄ 2.9→2.9 (flat 0.0)\n# Keys: M=modules, D=details, i=imports, e=exports, c=classes, f=functions, m=methods\nM[75]:\n  goal.yaml,539\n  koru.yaml,133\n  local.dev.txt,11\n  project.sh,48\n  pyproject.toml,49\n  regix.yaml,93\n  src/tagi/__init__.py,47\n  src/tagi/__main__.py,6\n  src/tagi/analyzer/dependency_graph.py,276\n  src/tagi/analyzer/metrics.py,153\n  src/tagi/cli/__init__.py,32\n  src/tagi/cli/core_commands.py,94\n  src/tagi/cli/display_utils.py,79\n  src/tagi/cli/git_operations.py,170\n  src/tagi/cli/inspection_commands.py,120\n  src/tagi/cli/main.py,113\n  src/tagi/cli/provider_commands.py,79\n  src/tagi/cli/publishing_commands.py,139\n  src/tagi/cli/scan_utils.py,25\n  src/tagi/cli/utility_commands.py,211\n  src/tagi/composer/__init__.py,12\n  src/tagi/composer/_tags.py,52\n  src/tagi/composer/_templates.py,21\n  src/tagi/composer/commit_message.py,64\n  src/tagi/composer/formats.py,141\n  src/tagi/composer/summary.py,39\n  src/tagi/config.py,126\n  src/tagi/executor/__init__.py,9\n  src/tagi/executor/git.py,72\n  src/tagi/executor/publish.py,39\n  src/tagi/heuristics/__init__.py,13\n  src/tagi/heuristics/metrics.py,228\n  src/tagi/heuristics/rules.py,20\n  src/tagi/heuristics/scoring.py,41\n  src/tagi/heuristics/tags.py,89\n  src/tagi/hooks.py,127\n  src/tagi/llm/__init__.py,7\n  src/tagi/llm/llx_adapter.py,55\n  src/tagi/models/__init__.py,14\n  src/tagi/models/change.py,60\n  src/tagi/models/group.py,16\n  src/tagi/models/plan.py,23\n  src/tagi/planner/__init__.py,18\n  src/tagi/planner/branch_grouper.py,88\n  src/tagi/planner/grouper.py,74\n  src/tagi/planner/preview.py,43\n  src/tagi/planner/selector.py,44\n  src/tagi/planner/sorter.py,104\n  src/tagi/providers/__init__.py,11\n  src/tagi/providers/base.py,70\n  src/tagi/providers/detector.py,15\n  src/tagi/providers/github.py,38\n  src/tagi/providers/gitlab.py,47\n  src/tagi/providers/koru.py,171\n  src/tagi/providers/utils/__init__.py,1\n  src/tagi/providers/utils/auth.py,32\n  src/tagi/providers/utils/pr.py,46\n  src/tagi/scanner/__init__.py,13\n  src/tagi/scanner/diff.py,29\n  src/tagi/scanner/files.py,29\n  src/tagi/scanner/status.py,66\n  src/tagi/ui/design_tokens.py,221\n  src/tagi/utils/change_filter.py,120\n  src/tagi/utils/change_stats.py,42\n  src/tagi/utils/detect_provider.py,54\n  src/tagi/utils/inspect_helpers.py,25\n  src/tagi/utils/line_builder.py,23\n  src/tagi/utils/logger.py,71\n  src/tagi/utils/publish_helpers.py,40\n  src/tagi/utils/risk.py,33\n  src/tagi/utils/send_helpers.py,34\n  src/tagi/utils/summary_helpers.py,113\n  testql-scenarios/generated-cli-tests.testql.toon.yaml,20\n  tree.txt,89\n  wup.yaml,100\nD:\n  src/tagi/cli/publishing_commands.py:\n    e: _ensure_tag_prefix,publish_command,deploy_command\n    _ensure_tag_prefix(tag)\n    publish_command(tag;repo_path;dry_run;template;verbose)\n    deploy_command(tag;repo_path;environment;dry_run;verbose)\n  src/tagi/analyzer/metrics.py:\n    e: MetricsCollector,generate_report,compare_metrics\n    MetricsCollector: __init__(0),collect(1),to_json(0),save(1)  # Collect and analyze metrics about changes...\n    generate_report(metrics)\n    compare_metrics(metrics1;metrics2)\n  src/tagi/cli/utility_commands.py:\n    e: _ensure_tag_prefix,summary_command,init_command,hooks_command,draft_command\n    _ensure_tag_prefix(tag)\n    summary_command(repo_path;output)\n    init_command(repo_path;force)\n    hooks_command(repo_path;install;uninstall;list_hooks)\n    draft_command(tag;repo_path;template)\n  src/tagi/planner/branch_grouper.py:\n    e: group_by_branch,get_branch_info\n    group_by_branch(changes;repo_path)\n    get_branch_info(repo_path)\n  src/tagi/planner/selector.py:\n    e: select_changes_by_tag,select_low_risk_changes,select_small_changes,select_by_tags,select_safe_changes\n    select_changes_by_tag(changes;tag)\n    select_low_risk_changes(changes;threshold)\n    select_small_changes(changes;max_lines)\n    select_by_tags(changes;tags;require_all)\n    select_safe_changes(changes)\n  src/tagi/providers/koru.py:\n    e: KoruDeploymentPlan,KoruProvider\n    KoruDeploymentPlan:  # Deployment plan from Koru API...\n    KoruProvider: __init__(3),_make_api_request(3),get_topology(0),get_planfile_tickets(0),run_quality_gates(0),get_context_brief(0),_deployment_recommendations(4),analyze_deployment_priority(1),deploy_group(3),is_available(0)  # Integration with Koru API for deployment analysis...\n  src/tagi/composer/summary.py:\n    e: generate_summary,generate_file_list\n    generate_summary(changes)\n    generate_file_list(changes;max_files)\n  src/tagi/analyzer/dependency_graph.py:\n    e: _LevelOrder,_collect_import_names,analyze_python_imports,build_dependency_graph,find_dependency_order,_mark,_cycle_from,_dfs_visit,detect_cycles,_longest_path_length,_find_longest_start,_next_critical_node,_reconstruct_critical_path,get_critical_path\n    _LevelOrder: __init__(1),levels(0),_drain_level(0)  # Level-by-level topological order over a dependency graph (Ka...\n    _collect_import_names(tree)\n    analyze_python_imports(file_path;repo_path)\n    build_dependency_graph(changes;repo_path)\n    find_dependency_order(graph)\n    _mark(node;color;value)\n    _cycle_from(node;path)\n    _dfs_visit(node;graph;color;path;cycles)\n    detect_cycles(graph)\n    _longest_path_length(node;graph;memo)\n    _find_longest_start(graph;memo)\n    _next_critical_node(node;graph;memo;visited)\n    _reconstruct_critical_path(start_node;graph;memo)\n    get_critical_path(graph)\n  src/tagi/planner/preview.py:\n    e: preview_plan,preview_changes\n    preview_plan(changes;tag)\n    preview_changes(group)\n  src/tagi/cli/git_operations.py:\n    e: _ensure_tag_prefix,_is_known_tag,_resolve_send_target,_filter_by_tag,_execute_git_operations,send_command,auto_command\n    _ensure_tag_prefix(tag)\n    _is_known_tag(value)\n    _resolve_send_target(target;repo_path)\n    _filter_by_tag(changes;tag)\n    _execute_git_operations(changes;commit_message;push;repo_path)\n    send_command(target;repo_path;auto_order;dry_run;push;template;verbose)\n    auto_command(repo_path;dry_run;push;template;verbose)\n  src/tagi/cli/inspection_commands.py:\n    e: inspect_command,filter_command,file_command\n    inspect_command(tag;repo_path;diff)\n    filter_command(tags;repo_path;mode;diff)\n    file_command(file_path;repo_path;diff)\n  src/tagi/cli/core_commands.py:\n    e: scan_command,list_groups_command,list_command,_do_list_groups,stats_command\n    scan_command(repo_path;grouped)\n    list_groups_command(repo_path)\n    list_command(repo_path)\n    _do_list_groups(repo_path)\n    stats_command(repo_path;verbose)\n  src/tagi/scanner/files.py:\n    e: count_lines_changed\n    count_lines_changed(file_path;repo_path)\n  src/tagi/scanner/status.py:\n    e: scan_repo,parse_status\n    scan_repo(repo_path)\n    parse_status(status)\n  src/tagi/composer/_tags.py:\n    e: all_tags,all_tag_values,summary_tag,infer_scope\n    all_tags(changes)\n    all_tag_values(changes)\n    summary_tag(changes)\n    infer_scope(changes)\n  src/tagi/hooks.py:\n    e: _hooks_dir,_pre_commit_hook,install_hooks,uninstall_hooks,check_hooks_installed,list_hooks,run_hook\n    _hooks_dir(repo_path)\n    _pre_commit_hook(repo_path)\n    install_hooks(repo_path)\n    uninstall_hooks(repo_path)\n    check_hooks_installed(repo_path)\n    list_hooks(repo_path)\n    run_hook(hook_name;repo_path)\n  src/tagi/planner/sorter.py:\n    e: sort_by_complexity,sort_by_tag_priority,group_by_complexity\n    sort_by_complexity(changes)\n    sort_by_tag_priority(changes;tag_order)\n    group_by_complexity(changes;num_groups)\n  src/tagi/planner/grouper.py:\n    e: group_changes,group_by_tag,group_by_risk,_get_primary_tag\n    group_changes(changes)\n    group_by_tag(changes;tag)\n    group_by_risk(changes;threshold)\n    _get_primary_tag(tags)\n  src/tagi/cli/display_utils.py:\n    e: _display_changes,_format_tags,_display_groups,_display_changes_grouped\n    _display_changes(changes)\n    _format_tags(tags;config)\n    _display_groups(groups)\n    _display_changes_grouped(changes)\n  src/tagi/cli/main.py:\n    e: setup_logging,_configure_command_logging,_ensure_tag_prefix,_is_known_tag,_resolve_send_target,detect_provider\n    setup_logging(verbose)\n    _configure_command_logging(verbose)\n    _ensure_tag_prefix(tag)\n    _is_known_tag(value)\n    _resolve_send_target(target;repo_path)\n    detect_provider(repo_path)\n  src/tagi/providers/utils/pr.py:\n    e: build_pr_command,execute_pr_command\n    build_pr_command(tool;pr_type;spec)\n    execute_pr_command(result)\n  src/tagi/heuristics/metrics.py:\n    e: _extension_complexity_weight,_extension_impact_weight,calculate_metrics,_calculate_complexity,_calculate_impact,_calculate_stability,_calculate_test_impact,_calculate_dependency_depth,filter_by_metrics,sort_by_metric,calculate_vector_distance\n    _extension_complexity_weight(path)\n    _extension_impact_weight(path)\n    calculate_metrics(change;repo_path)\n    _calculate_complexity(change)\n    _calculate_impact(change)\n    _calculate_stability(change)\n    _calculate_test_impact(change)\n    _calculate_dependency_depth(change)\n    filter_by_metrics(changes;min_risk;max_risk;min_complexity;max_complexity;min_impact;max_impact)\n    sort_by_metric(changes;metric;ascending)\n    calculate_vector_distance(change1;change2)\n  src/tagi/composer/formats.py:\n    e: _commit_type,_describe_changes,generate_conventional_message,_count_tags,_detailed_file_lines,generate_detailed_message,generate_simple_message,generate_oneline_message,generate_files_message\n    _commit_type(tags)\n    _describe_changes(changes)\n    generate_conventional_message(changes)\n    _count_tags(changes)\n    _detailed_file_lines(changes)\n    generate_detailed_message(changes)\n    generate_simple_message(changes)\n    generate_oneline_message(changes)\n    generate_files_message(changes)\n  src/tagi/composer/commit_message.py:\n    e: generate_commit_message,_improve_with_llm\n    generate_commit_message(changes;template;repo_path;use_llm)\n    _improve_with_llm(message;repo_path;files_str)\n  src/tagi/utils/summary_helpers.py:\n    e: build_report_header,build_statistics_section,build_changes_by_type_section,build_tag_distribution_section,build_file_list_section\n    build_report_header(repo_path;changes)\n    build_statistics_section(changes)\n    build_changes_by_type_section(changes)\n    build_tag_distribution_section(changes;config)\n    build_file_list_section(changes)\n  src/tagi/utils/change_filter.py:\n    e: _normalize_tag,_changes_matching_tag,_resolve_tag_enums,_changes_matching_any,_changes_matching_all,resolve_filtered_changes,filter_changes_by_tag,filter_changes_by_tags_any,filter_changes_by_tags_all\n    _normalize_tag(value)\n    _changes_matching_tag(changes;tag_enum)\n    _resolve_tag_enums(tags)\n    _changes_matching_any(changes;tag_enums)\n    _changes_matching_all(changes;tag_enums)\n    resolve_filtered_changes(changes;tags;mode)\n    filter_changes_by_tag(changes;tag)\n    filter_changes_by_tags_any(changes;tags)\n    filter_changes_by_tags_all(changes;tags)\n  src/tagi/config.py:\n    e: Config,load_config\n    Config: __init__(1),_load_config(0),_apply_sections(1),get_tag_for_path(1),get_custom_tags_for_pattern(1),get_tag_color(1),get_heuristics_for_path(1),get_tags_for_path(1),get_tag_description(1),get_template(1),should_ignore(1)  # Configuration loaded from tagi.toml...\n    load_config(repo_path)\n  src/tagi/cli/provider_commands.py:\n    e: detect_provider_command,_current_branch,_pr_spec,create_pr,create_mr\n    detect_provider_command(repo_path)\n    _current_branch(repo_path)\n    _pr_spec(spec;repo_path)\n    create_pr(spec;repo_path)\n    create_mr(spec;repo_path)\n  src/tagi/providers/gitlab.py:\n    e: GitLabProvider\n    GitLabProvider(BaseProvider): is_authenticated(0),get_auth_status(0),get_configured_host(0),create_pr(1),detect_remote(0)  # GitLab provider using glab CLI...\n  src/tagi/heuristics/tags.py:\n    e: apply_tags,_tag_change,_custom_config_tags,_size_tags,apply_path_tags\n    apply_tags(changes;repo_path)\n    _tag_change(change;repo_path;custom_tags_for)\n    _custom_config_tags(custom_tags_for;path)\n    _size_tags(lines_changed;has_other_tags)\n    apply_path_tags(change;lines_changed)\n  src/tagi/llm/llx_adapter.py:\n    e: LlxAdapter\n    LlxAdapter: __init__(2),is_available(0),improve_message(2),improve_description(2)  # Adapter for LLX library for optional LLM integration...\n  src/tagi/executor/git.py:\n    e: GitExecutor\n    GitExecutor: __init__(1),_run_command(1),add(1),commit(2),push(3),status(0),get_current_branch(0),get_remote_url(1),has_staged_changes(0)  # Executor for git commands...\n  src/tagi/utils/detect_provider.py:\n    e: get_provider,detect_git_provider\n    get_provider(repo_path)\n    detect_git_provider(repo_path)\n  src/tagi/utils/logger.py:\n    e: setup_logger,get_logger\n    setup_logger(name;level;log_file;verbose)\n    get_logger(name)\n  src/tagi/cli/scan_utils.py:\n    e: scan_and_tag\n    scan_and_tag(repo_path)\n  src/tagi/providers/detector.py:\n    e: detect_provider\n    detect_provider(repo_path)\n  src/tagi/heuristics/scoring.py:\n    e: calculate_risk_score,_lines_risk_weight,_tag_risk_weight,_change_type_risk_weight\n    calculate_risk_score(change;tags)\n    _lines_risk_weight(lines_changed)\n    _tag_risk_weight(tags)\n    _change_type_risk_weight(change_type)\n  src/tagi/executor/publish.py:\n    e: PublishExecutor\n    PublishExecutor: __init__(1),stage_and_commit(3),publish(6),dry_run(2)  # Executor for publishing changes...\n  src/tagi/utils/risk.py:\n    e: total_lines_changed,average_risk\n    total_lines_changed(changes)\n    average_risk(changes)\n  src/tagi/providers/base.py:\n    e: PrSpec,BaseProvider\n    PrSpec:  # Pull/merge request parameters...\n    BaseProvider(ABC): __init__(1),is_authenticated(0),get_auth_status(0),create_pr(1),detect_remote(0),_run_command(1),_get_git_remote_url(0),_check_git_remote_for_provider(1)  # Base class for Git hosting providers...\n  src/tagi/providers/github.py:\n    e: GitHubProvider\n    GitHubProvider(BaseProvider): is_authenticated(0),get_auth_status(0),get_token(0),create_pr(1),detect_remote(0)  # GitHub provider using gh CLI...\n  src/tagi/providers/utils/auth.py:\n    e: get_auth_status_from_result,is_authenticated_from_result\n    get_auth_status_from_result(result)\n    is_authenticated_from_result(result)\n  src/tagi/composer/_templates.py:\n    e: render_template\n    render_template(template)\n  src/tagi/utils/send_helpers.py:\n    e: create_change_group\n    create_change_group(changes;tag)\n  src/tagi/ui/design_tokens.py:\n    e: ColorTokens,SpacingTokens,TypographyTokens,BorderRadiusTokens,ShadowTokens,LayoutTokens,DesignTokens\n    ColorTokens:  # Color design tokens...\n    SpacingTokens:  # Spacing design tokens...\n    TypographyTokens:  # Typography design tokens...\n    BorderRadiusTokens:  # Border radius design tokens...\n    ShadowTokens:  # Shadow design tokens...\n    LayoutTokens:  # Layout design tokens...\n    DesignTokens: __init__(0),get_css_variables(1),get_css_string(1)  # Main design tokens container...\n  src/tagi/models/change.py:\n    e: ChangeType,Tag,ChangeMetrics,Change\n    ChangeType(str,Enum):  # Type of git change...\n    Tag(str,Enum):  # Hashtag categories for changes...\n    ChangeMetrics: to_vector(0)  # Numerical metrics for change analysis...\n    Change:  # Represents a single file change...\n  src/tagi/scanner/diff.py:\n    e: get_diff,get_staged_diff\n    get_diff(file_path;repo_path)\n    get_staged_diff(file_path;repo_path)\n  src/tagi/heuristics/rules.py:\n    e: _get_config_attr,get_custom_rules,get_custom_heuristics\n    _get_config_attr(repo_path;attr_name)\n    get_custom_rules(repo_path)\n    get_custom_heuristics(repo_path)\n  src/tagi/utils/publish_helpers.py:\n    e: detect_and_get_provider,create_publish_group\n    detect_and_get_provider(repo_path)\n    create_publish_group(changes;tag)\n  src/tagi/utils/change_stats.py:\n    e: calculate_tag_statistics,display_statistics_table\n    calculate_tag_statistics(changes)\n    display_statistics_table(changes;console)\n  src/tagi/utils/line_builder.py:\n    e: LineBuilder\n    LineBuilder: __init__(1),add(0),as_list(0),text(0)  # Single place where report line lists are created and mutated...\n  goal.yaml:\n  regix.yaml:\n  local.dev.txt:\n  koru.yaml:\n  wup.yaml:\n  pyproject.toml:\n  tree.txt:\n  project.sh:\n  src/tagi/__init__.py:\n  src/tagi/__main__.py:\n  src/tagi/planner/__init__.py:\n  src/tagi/models/plan.py:\n    e: PlanStep,Plan\n    PlanStep:  # A single step in an execution plan...\n    Plan:  # An execution plan for shipping changes...\n  src/tagi/models/__init__.py:\n  src/tagi/models/group.py:\n    e: ChangeGroup\n    ChangeGroup:  # Group of related changes...\n  src/tagi/cli/__init__.py:\n  src/tagi/providers/__init__.py:\n  src/tagi/providers/utils/__init__.py:\n  src/tagi/scanner/__init__.py:\n  src/tagi/heuristics/__init__.py:\n  src/tagi/llm/__init__.py:\n  src/tagi/composer/__init__.py:\n  src/tagi/executor/__init__.py:\n  src/tagi/utils/inspect_helpers.py:\n  testql-scenarios/generated-cli-tests.testql.toon.yaml:\n", "is_subdir": false}, {"name": "planfile-tickets.yaml", "rel_path": "planfile-tickets.yaml", "path": "planfile-tickets.yaml", "size": "7.8KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "source: koru-scan\n# generated in 9.95s\nschema: code2llm.planfile_tickets.v1\nproject_root: /home/tom/github/semcod/tagi\ntickets:\n- signal: code2llm_smell_shotgun_surgery\n  title: 'Address code smell: Shotgun Surgery: path_lower'\n  description: 'code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:33`.\n\n\n    Mutation of variable ''path_lower'' spans 8 functions. Changing this logic requires\n    work in many places.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: high\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - shotgun-surgery\n  files:\n  - src/tagi/heuristics/metrics.py\n  dedupe_key: 'code2llm:smell:shotgun_surgery:src/tagi/heuristics/metrics.py:33:Shotgun\n    Surgery: path_lower'\n- signal: code2llm_smell_shotgun_surgery\n  title: 'Address code smell: Shotgun Surgery: tags'\n  description: 'code2llm reports `Shotgun Surgery: tags` in `src/tagi/heuristics/tags.py:48`.\n\n\n    Mutation of variable ''tags'' spans 5 functions. Changing this logic requires\n    work in many places.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: high\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - shotgun-surgery\n  files:\n  - src/tagi/heuristics/tags.py\n  dedupe_key: 'code2llm:smell:shotgun_surgery:src/tagi/heuristics/tags.py:48:Shotgun\n    Surgery: tags'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: _tag_change'\n  description: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.\n\n\n    Function ''_tag_change'' is oversized: CC=2, fan-out=9, mutations=9.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/heuristics/tags.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/heuristics/tags.py:22:God Function:\n    _tag_change'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: group_by_branch'\n  description: 'code2llm reports `God Function: group_by_branch` in `src/tagi/planner/branch_grouper.py:7`.\n\n\n    Function ''group_by_branch'' is oversized: CC=8, fan-out=9, mutations=12.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/planner/branch_grouper.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/planner/branch_grouper.py:7:God\n    Function: group_by_branch'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: group_changes'\n  description: 'code2llm reports `God Function: group_changes` in `src/tagi/planner/grouper.py:10`.\n\n\n    Function ''group_changes'' is oversized: CC=4, fan-out=9, mutations=7.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/planner/grouper.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/planner/grouper.py:10:God Function:\n    group_changes'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: hooks_command'\n  description: 'code2llm reports `God Function: hooks_command` in `src/tagi/cli/utility_commands.py:131`.\n\n\n    Function ''hooks_command'' is oversized: CC=10, fan-out=11, mutations=4.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/utility_commands.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/utility_commands.py:131:God\n    Function: hooks_command'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: inspect_command'\n  description: 'code2llm reports `God Function: inspect_command` in `src/tagi/cli/inspection_commands.py:19`.\n\n\n    Function ''inspect_command'' is oversized: CC=7, fan-out=11, mutations=4.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/inspection_commands.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/inspection_commands.py:19:God\n    Function: inspect_command'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: publish_command'\n  description: 'code2llm reports `God Function: publish_command` in `src/tagi/cli/publishing_commands.py:23`.\n\n\n    Function ''publish_command'' is oversized: CC=11, fan-out=14, mutations=8.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/publishing_commands.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/publishing_commands.py:23:God\n    Function: publish_command'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: scan_repo'\n  description: 'code2llm reports `God Function: scan_repo` in `src/tagi/scanner/status.py:11`.\n\n\n    Function ''scan_repo'' is oversized: CC=7, fan-out=15, mutations=8.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/scanner/status.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/scanner/status.py:11:God Function:\n    scan_repo'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: send_command'\n  description: 'code2llm reports `God Function: send_command` in `src/tagi/cli/git_operations.py:90`.\n\n\n    Function ''send_command'' is oversized: CC=7, fan-out=13, mutations=9.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/git_operations.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/git_operations.py:90:God Function:\n    send_command'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: setup_logger'\n  description: 'code2llm reports `God Function: setup_logger` in `src/tagi/utils/logger.py:9`.\n\n\n    Function ''setup_logger'' is oversized: CC=4, fan-out=13, mutations=14.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/utils/logger.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/utils/logger.py:9:God Function:\n    setup_logger'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: summary_command'\n  description: 'code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.\n\n\n    Function ''summary_command'' is oversized: CC=7, fan-out=13, mutations=17.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/utility_commands.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/utility_commands.py:25:God\n    Function: summary_command'\napplied:\n- 'Address code smell: Shotgun Surgery: path_lower'\n- 'Address code smell: Shotgun Surgery: tags'\n- 'Address code smell: God Function: _tag_change'\n- 'Address code smell: God Function: group_by_branch'\n- 'Address code smell: God Function: group_changes'\n- 'Address code smell: God Function: hooks_command'\n- 'Address code smell: God Function: inspect_command'\n- 'Address code smell: God Function: publish_command'\n- 'Address code smell: God Function: scan_repo'\n- 'Address code smell: God Function: send_command'\n- 'Address code smell: God Function: setup_logger'\n- 'Address code smell: God Function: summary_command'\nskipped: []\n", "is_subdir": false}, {"name": "project.toon.yaml", "rel_path": "project.toon.yaml", "path": "project.toon.yaml", "size": "2.5KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# tagi | 225 func | 51f | 5609L | python | 2026-09-19\n# generated in 0.00s\n\nHEALTH:\n  CC̄=2.9  critical=3 (limit:10)  dup=0  cycles=2\n\nALERTS[10]:\n  !!  high_fan_out     scan_repo = 15 (limit:10)\n  !   high_fan_out     publish_command = 14 (limit:10)\n  !   high_fan_out     send_command = 13 (limit:10)\n  !   high_fan_out     summary_command = 13 (limit:10)\n  !   high_fan_out     setup_logger = 13 (limit:10)\n  !   high_fan_out     inspect_command = 11 (limit:10)\n  !   high_fan_out     hooks_command = 11 (limit:10)\n  !   high_fan_out     filter_command = 10 (limit:10)\n  !   high_fan_out     draft_command = 10 (limit:10)\n  !   high_fan_out     KoruProvider.analyze_deployment_priority = 10 (limit:10)\n\nMODULES[75] (top by size):\n  M[goal.yaml] 539L C:0 F:0 CC↑0 D:0 (yaml)\n  M[src/tagi/analyzer/dependency_graph.py] 276L C:1 F:16 CC↑7 D:0 (python)\n  M[src/tagi/heuristics/metrics.py] 228L C:0 F:11 CC↑5 D:1 (python)\n  M[src/tagi/ui/design_tokens.py] 221L C:7 F:3 CC↑2 D:0 (python)\n  M[src/tagi/cli/utility_commands.py] 211L C:0 F:5 CC↑10 D:0 (python)\n  M[src/tagi/providers/koru.py] 171L C:2 F:10 CC↑8 D:0 (python)\n  M[src/tagi/cli/git_operations.py] 170L C:0 F:7 CC↑7 D:0 (python)\n  M[src/tagi/analyzer/metrics.py] 153L C:1 F:6 CC↑10 D:0 (python)\n  M[src/tagi/composer/formats.py] 141L C:0 F:9 CC↑5 D:0 (python)\n  M[src/tagi/cli/publishing_commands.py] 139L C:0 F:3 CC↑11 D:0 (python)\n  M[koru.yaml] 133L C:0 F:0 CC↑0 D:0 (yaml)\n  M[src/tagi/hooks.py] 127L C:0 F:7 CC↑5 D:1 (python)\n  M[src/tagi/config.py] 126L C:1 F:12 CC↑4 D:5 (python)\n  M[src/tagi/cli/inspection_commands.py] 120L C:0 F:3 CC↑7 D:0 (python)\n  M[src/tagi/utils/change_filter.py] 120L C:0 F:9 CC↑5 D:5 (python)\n  LANGS: python:66/yaml:5/txt:2/shell:1/toml:1\n\nHOTSPOTS[10]:\n  ★ scan_repo fan=15  // Scan repository for uncommitted changes using git status --porcelain.\n  ★ publish_command fan=14  // Create a PR or MR for the changes.\n  ★ send_command fan=13  // Stage, commit, and optionally push changes.\n  ★ summary_command fan=13  // Generate a comprehensive summary report of all changes.\n  ★ setup_logger fan=13  // Setup and configure logger for tagi.\n\nArgs:\n    name: Logger name\n    level: Log\n\nREFACTOR[4]:\n  [1] H/H Split god module goal.yaml (539L, 0 classes)\n  [2] M/L Break circular dependency: src.tagi.analyzer.dependency_graph._dfs_visit\n  [3] M/L Break circular dependency: src.tagi.analyzer.dependency_graph._longest_path_length\n  [4] M/M Reduce scan_repo fan-out (currently 15)\n\nEVOLUTION:\n  2026-09-19 CC̄=2.9 crit=3 5609L // Automated analysis\n", "is_subdir": false}, {"name": "intent.json", "rel_path": "ticket-004/intent.json", "path": "ticket-004 / intent.json", "size": "462B", "icon": "📋", "type": "json", "type_name": "JSON", "content": "{\n  &quot;ticket&quot;: &quot;ticket-004&quot;,\n  &quot;summary&quot;: &quot;Remove pfix auto-repair configuration and dependency declarations&quot;,\n  &quot;allowedPaths&quot;: [\n    &quot;pyproject.toml&quot;,\n    &quot;uv.lock&quot;,\n    &quot;project/ticket-004/**&quot;\n  ],\n  &quot;forbiddenPaths&quot;: [\n    &quot;.env&quot;,\n    &quot;src/**&quot;,\n    &quot;tests/**&quot;,\n    &quot;.github/workflows/**&quot;\n  ],\n  &quot;authorization&quot;: &quot;SESSION_EXECUTION_AUTHORIZATION&quot;,\n  &quot;outcome&quot;: &quot;pfix is no longer configured, installed or locked by this project; no runtime behavior change.&quot;\n}\n", "is_subdir": true}, {"name": "intent.json", "rel_path": "ticket-003/intent.json", "path": "ticket-003 / intent.json", "size": "499B", "icon": "📋", "type": "json", "type_name": "JSON", "content": "{\n  &quot;ticket&quot;: &quot;ticket-003&quot;,\n  &quot;summary&quot;: &quot;Adopt immutable local CI publication instructions&quot;,\n  &quot;allowedPaths&quot;: [\n    &quot;AGENTS.md&quot;,\n    &quot;.gitignore&quot;,\n    &quot;project/ticket-003/**&quot;\n  ],\n  &quot;forbiddenPaths&quot;: [\n    &quot;.env&quot;,\n    &quot;config/**&quot;,\n    &quot;.github/workflows/**&quot;\n  ],\n  &quot;authorization&quot;: &quot;SESSION_EXECUTION_AUTHORIZATION&quot;,\n  &quot;standard_revision&quot;: &quot;d5f77d83b3752477cfb95a535d0e1ce77f148576&quot;,\n  &quot;outcome&quot;: &quot;Publication-policy-only adoption with protected review; no executor or required-check mutation.&quot;\n}\n", "is_subdir": true}, {"name": "README.md", "rel_path": "ticket-004/README.md", "path": "ticket-004 / README.md", "size": "853B", "icon": "📝", "type": "markdown", "type_name": "Markdown", "content": "# ticket-004: Remove pfix auto-repair from the project\n\n- **Status**: IN_PROGRESS\n- **Workflow state**: EDIT\n\nSESSION_EXECUTION_AUTHORIZATION: on 2026-09-13 the user requested that pfix be\nremoved from Semcod projects or deactivated, because its automatic repairs\noverwrite development changes.\n\nAC-01: No tracked `pyproject.toml` declares a `[tool.pfix]` table or a `pfix`\nrequirement (runtime, optional, group or tool environment).\nAC-02: The parsed TOML differs from the base only by the removed pfix entries.\nAC-03: A tracked `uv.lock` is regenerated so it no longer records a direct pfix\nrequirement of this project.\nAC-04: Source code, tests and generated documentation projections are unchanged.\n\nCanonical fleet evidence:\n`subactor/docs/architecture/analysis/semcod-library-quality.md`.\nThis ticket does not establish full new-project adoption.\n", "is_subdir": true}, {"name": "README.md", "rel_path": "ticket-003/README.md", "path": "ticket-003 / README.md", "size": "548B", "icon": "📝", "type": "markdown", "type_name": "Markdown", "content": "# ticket-003: Local CI publication policy\n\n- **Status**: IN_PROGRESS\n- **Workflow state**: EDIT\n\nSESSION_EXECUTION_AUTHORIZATION: user requested implementation and publication across Semcod and Subactor.\n\nAC-01: Pin published policy while preserving custom requirements.\nAC-02: Validate bounded diff and publish through independent protected review.\n\nAllocation: https://github.com/semcod/tagi/issues/3. Canonical fleet evidence: `subactor/docs/architecture/analysis/local-ci-adoption.md`. This ticket does not establish full new-project adoption.\n", "is_subdir": true}];
+        const files = [{"name": "calls.png", "rel_path": "calls.png", "path": "calls.png", "size": "65.0KB", "icon": "🖼️", "type": "image", "type_name": "Image", "content": "[Binary file]", "is_subdir": false}, {"name": "compact_flow.png", "rel_path": "compact_flow.png", "path": "compact_flow.png", "size": "2.3KB", "icon": "🖼️", "type": "image", "type_name": "Image", "content": "[Binary file]", "is_subdir": false}, {"name": "flow.png", "rel_path": "flow.png", "path": "flow.png", "size": "18.4KB", "icon": "🖼️", "type": "image", "type_name": "Image", "content": "[Binary file]", "is_subdir": false}, {"name": "README.md", "rel_path": "README.md", "path": "README.md", "size": "9.4KB", "icon": "📝", "type": "markdown", "type_name": "Markdown", "content": "# code2llm - Generated Analysis Files\n<!-- generated in 0.00s -->\n\nThis directory contains the complete analysis of your project generated by `code2llm`. Each file serves a specific purpose for understanding, refactoring, and documenting your codebase.  # noqa: E501\n\n## 📁 Generated Files Overview\n\nWhen you run `code2llm ./ -f all`, the following files are created:\n\n### 🎯 Core Analysis Files\n\n| File | Format | Purpose | Key Insights |\n|------|--------|---------|--------------|\n| `evolution.toon.yaml` | **YAML** | **📋 Refactoring queue** - Prioritized improvements | 0 refactoring actions needed |\n| `map.toon.yaml` | **YAML** | **🗺️ Structural map + project header** - Modules, imports, exports, signatures, stats, alerts, hotspots, trend | Project architecture overview |\n\n### 🤖 LLM-Ready Documentation\n\n| File | Format | Purpose | Use Case |\n|------|--------|---------|----------|\n| `prompt.txt` | **Text** | **📝 Ready-to-send prompt** - Lists all files with instructions | Attach to LLM conversation as context guide |\n| `context.md` | **Markdown** | **📖 LLM narrative** - Architecture summary | Paste into ChatGPT/Claude for code analysis |\n\n### 📊 Visualizations\n\n| File | Format | Purpose | Description |\n|------|--------|---------|-------------|\n| `flow.mmd` | **Mermaid** | **🔄 Control flow diagram** | Function call paths with complexity styling |\n| `calls.mmd` | **Mermaid** | **📞 Call graph** | Function dependencies (edges only) |\n| `compact_flow.mmd` | **Mermaid** | **📦 Module overview** | Aggregated module-level view |\n\n## 🚀 Quick Start Commands\n\n### Basic Analysis\n```bash\n# Quick health check (TOON format only)\ncode2llm ./ -f toon\n\n# Generate all formats (what created these files)\ncode2llm ./ -f all\n\n# LLM-ready context only\ncode2llm ./ -f context\n```\n\n### Performance Options\n```bash\n# Fast analysis for large projects\ncode2llm ./ -f toon --strategy quick\n\n# Memory-limited analysis\ncode2llm ./ -f all --max-memory 500\n\n# Skip PNG generation (faster)\ncode2llm ./ -f all --no-png\n```\n\n### Refactoring Focus\n```bash\n# Get refactoring recommendations\ncode2llm ./ -f evolution\n\n# Focus on specific code smells\ncode2llm ./ -f toon --refactor --smell god_function\n\n# Data flow analysis\ncode2llm ./ -f flow --data-flow\n```\n\n## 📖 Understanding Each File\n\n### `analysis.toon` - Health Diagnostics\n**Purpose**: Quick overview of code health issues\n**Key sections**:\n- **HEALTH**: Critical issues (🔴) and warnings (🟡)\n- **REFACTOR**: Prioritized refactoring actions\n- **COUPLING**: Module dependencies and potential cycles\n- **LAYERS**: Package complexity metrics\n- **FUNCTIONS**: High-complexity functions (CC ≥ 10)\n- **CLASSES**: Complex classes needing attention\n\n**Example usage**:\n```bash\n# View health issues\ncat analysis.toon | head -30\n\n# Check refactoring priorities\ngrep \"REFACTOR\" analysis.toon\n```\n\n### `evolution.toon.yaml` - Refactoring Queue\n**Purpose**: Step-by-step refactoring plan\n**Key sections**:\n- **NEXT**: Immediate actions to take\n- **RISKS**: Potential breaking changes\n- **METRICS-TARGET**: Success criteria\n\n**Example usage**:\n```bash\n# Get refactoring plan\ncat evolution.toon.yaml\n\n# Track progress\ngrep \"NEXT\" evolution.toon.yaml\n```\n\n### `flow.toon` - Legacy Data Flow Analysis\n**Purpose**: Understand data movement through the system (legacy / explicit opt-in)\n**Key sections**:\n- **PIPELINES**: Data processing chains\n- **CONTRACTS**: Function input/output contracts\n- **SIDE_EFFECTS**: Functions with external impacts\n\n**Example usage**:\n```bash\n# Find data pipelines\ngrep \"PIPELINES\" flow.toon\n\n# Identify side effects\ngrep \"SIDE_EFFECTS\" flow.toon\n```\n\n### `map.toon.yaml` - Structural Map + Project Header\n**Purpose**: High-level architecture overview plus compact project header\n**Key sections**:\n- **MODULES**: All modules with basic stats\n- **IMPORTS**: Dependency relationships\n- **EXPORTS**: Public API surface and signatures\n- **HEADER**: Stats, alerts, hotspots, evolution trend\n\n**Example usage**:\n```bash\n# See project structure\ncat map.toon.yaml | head -50\n\n# Find public APIs\ngrep \"SIGNATURES\" map.toon.yaml\n```\n\n### `project.toon.yaml` - Compact Analysis View\n**Purpose**: Compact module view generated from project.yaml data\n**Status**: Legacy view generated on demand from unified project.yaml\n\n**Example usage**:\n```bash\n# View compact project structure\ncat project.toon.yaml | head -30\n\n# Find largest files\ngrep -E \"^  .*[0-9]{3,}$\" project.toon.yaml | sort -t',' -k2 -n -r | head -10\n```\n\n### `prompt.txt` - Ready-to-Send LLM Prompt\n**Purpose**: Pre-formatted prompt listing all generated files for LLM conversation\n**Generation**: Written when `code2llm` runs with a source path and requests `-f all` (including `--no-chunk`) or `code2logic`  # noqa: E501\n**Contents**:\n- **Files section**: Lists all existing generated files with descriptions, including `project.toon.yaml` when generated by `-f all`  # noqa: E501\n- **Source files section**: Highlights important source files such as `cli_exports/orchestrator.py`\n- **Missing section**: Shows which files weren't generated (if any)\n- **Task section**: Refactoring brief with concrete execution instructions, not just analysis\n- **Priority Order section**: State-dependent refactoring priorities, starting with blockers and then architecture cleanup  # noqa: E501\n- **Requirements section**: Guidelines for suggested changes\n\n**Example usage**:\n```bash\n# View the prompt\ncat prompt.txt\n\n# Copy to clipboard and paste into ChatGPT/Claude\ncat prompt.txt | pbcopy  # macOS\ncat prompt.txt | xclip -sel clip  # Linux\n```\n\n### `context.md` - LLM Narrative\n**Purpose**: Ready-to-paste context for AI assistants\n**Key sections**:\n- **Overview**: Project statistics\n- **Architecture**: Module breakdown\n- **Entry Points**: Public interfaces\n- **Patterns**: Design patterns detected\n\n**Example usage**:\n```bash\n# Copy to clipboard for LLM\ncat context.md | pbcopy  # macOS\ncat context.md | xclip -sel clip  # Linux\n\n# Use with Claude/ChatGPT for code analysis\n```\n\n### Visualization Files (`*.mmd`, `*.png`)\n**Purpose**: Visual understanding of code structure\n**Files**:\n- `flow.mmd` - Detailed control flow with complexity colors\n- `calls.mmd` - Simple call graph\n- `compact_flow.mmd` - High-level module view\n- `*.png` - Pre-rendered images\n\n**Example usage**:\n```bash\n# View diagrams\nopen flow.png  # macOS\nxdg-open flow.png  # Linux\n\n# Edit in Mermaid Live Editor\n# Copy content of .mmd files to https://mermaid.live\n```\n\n## 🔍 Common Analysis Patterns\n\n### 1. Code Health Assessment\n```bash\n# Quick health check\ncode2llm ./ -f toon\ncat analysis.toon | grep -E \"(HEALTH|REFACTOR)\"\n```\n\n### 2. Refactoring Planning\n```bash\n# Get refactoring queue\ncode2llm ./ -f evolution\ncat evolution.toon.yaml\n\n# Focus on specific issues\ncode2llm ./ -f toon --refactor --smell god_function\n```\n\n### 3. LLM Assistance\n```bash\n# Generate context for AI\ncode2llm ./ -f context\ncat context.md\n\n# Use with Claude: \"Based on this context, help me refactor the god modules\"\n```\n\n### 4. Team Documentation\n```bash\n# Generate all docs for team\ncode2llm ./ -f all -o ./docs/\n\n# Create visual diagrams\nopen docs/flow.png\n```\n\n## 📊 Interpreting Metrics\n\n### Complexity Metrics (CC)\n- **🔴 Critical (≥5.0)**: Immediate refactoring needed\n- **🟠 High (3.0-4.9)**: Consider refactoring\n- **🟡 Medium (1.5-2.9)**: Monitor complexity\n- **🟢 Low (0.1-1.4)**: Acceptable\n- **⚪ Basic (0.0)**: Simple functions\n\n### Module Health\n- **GOD Module**: Too large (>500 lines, >20 methods)\n- **HUB**: High fan-out (calls many modules)\n- **FAN-IN**: High incoming dependencies\n- **CYCLES**: Circular dependencies\n\n### Data Flow Indicators\n- **PIPELINE**: Sequential data processing\n- **CONTRACT**: Clear input/output specification\n- **SIDE_EFFECT**: External state modification\n\n## 🛠️ Integration Examples\n\n### CI/CD Pipeline\n```bash\n#!/bin/bash\n# Analyze code quality in CI\ncode2llm ./ -f toon -o ./analysis\nif grep -q \"🔴 GOD\" ./analysis/analysis.toon; then\n    echo \"❌ God modules detected\"\n    exit 1\nfi\n```\n\n### Pre-commit Hook\n```bash\n#!/bin/sh\n# .git/hooks/pre-commit\ncode2llm ./ -f toon -o ./temp_analysis\nif grep -q \"🔴\" ./temp_analysis/analysis.toon; then\n    echo \"⚠️  Critical issues found. Review before committing.\"\nfi\nrm -rf ./temp_analysis\n```\n\n### Documentation Generation\n```bash\n# Generate docs for README\ncode2llm ./ -f context -o ./docs/\necho \"## Architecture\" >> README.md\ncat docs/context.md >> README.md\n```\n\n## 📚 Next Steps\n\n1. **Review `analysis.toon`** - Identify critical issues\n2. **Check `evolution.toon.yaml`** - Plan refactoring priorities\n3. **Use `context.md`** - Get LLM assistance for complex changes\n4. **Reference visualizations** - Understand system architecture\n5. **Track progress** - Re-run analysis after changes\n\n## 🔧 Advanced Usage\n\n### Custom Analysis\n```bash\n# Deep analysis with all insights\ncode2llm ./ -m hybrid -f all --max-depth 15 -v\n\n# Performance-optimized\ncode2llm ./ -m static -f toon --strategy quick\n\n# Refactoring-focused\ncode2llm ./ -f toon,evolution --refactor\n```\n\n### Output Customization\n```bash\n# Separate output directories\ncode2llm ./ -f all -o ./analysis-$(date +%Y%m%d)\n\n# Split YAML into multiple files\ncode2llm ./ -f yaml --split-output\n\n# Separate orphaned functions\ncode2llm ./ -f yaml --separate-orphans\n```\n\n---\n\n**Generated by**: `code2llm ./ -f all --readme`  \n**Analysis Date**: 2026-09-19  \n**Total Functions**: 229  \n**Total Classes**: 27  \n**Modules**: 77  \n\nFor more information about code2llm, visit: https://github.com/tom-sapletta/code2llm\n", "is_subdir": false}, {"name": "context.md", "rel_path": "context.md", "path": "context.md", "size": "21.1KB", "icon": "📝", "type": "markdown", "type_name": "Markdown", "content": "# System Architecture Analysis\n<!-- generated in 0.00s -->\n\n## Overview\n\n- **Project**: /home/tom/github/semcod/tagi\n- **Primary Language**: python\n- **Languages**: python: 68, yaml: 5, txt: 2, toml: 1, shell: 1\n- **Analysis Mode**: static\n- **Total Functions**: 229\n- **Total Classes**: 27\n- **Modules**: 77\n- **Entry Points**: 137\n\n## Architecture by Module\n\n### src.tagi.analyzer.dependency_graph\n- **Functions**: 16\n- **Classes**: 1\n- **File**: `dependency_graph.py`\n\n### src.tagi.config\n- **Functions**: 12\n- **Classes**: 1\n- **File**: `config.py`\n\n### src.tagi.heuristics.metrics\n- **Functions**: 11\n- **File**: `metrics.py`\n\n### src.tagi.providers.koru\n- **Functions**: 10\n- **Classes**: 2\n- **File**: `koru.py`\n\n### src.tagi.composer.formats\n- **Functions**: 9\n- **File**: `formats.py`\n\n### tagi.executor.git\n- **Functions**: 9\n- **Classes**: 1\n- **File**: `git.py`\n\n### src.tagi.utils.change_filter\n- **Functions**: 9\n- **File**: `change_filter.py`\n\n### tagi.providers.base\n- **Functions**: 8\n- **Classes**: 2\n- **File**: `base.py`\n\n### src.tagi.hooks\n- **Functions**: 7\n- **File**: `hooks.py`\n\n### src.tagi.cli.git_operations\n- **Functions**: 7\n- **File**: `git_operations.py`\n\n### src.tagi.analyzer.metrics\n- **Functions**: 6\n- **Classes**: 1\n- **File**: `metrics.py`\n\n### src.tagi.cli.main\n- **Functions**: 6\n- **File**: `main.py`\n\n### src.tagi.planner.selector\n- **Functions**: 5\n- **File**: `selector.py`\n\n### tagi.cli.provider_commands\n- **Functions**: 5\n- **File**: `provider_commands.py`\n\n### src.tagi.cli.core_commands\n- **Functions**: 5\n- **File**: `core_commands.py`\n\n### src.tagi.cli.utility_commands\n- **Functions**: 5\n- **File**: `utility_commands.py`\n\n### tagi.providers.gitlab\n- **Functions**: 5\n- **Classes**: 1\n- **File**: `gitlab.py`\n\n### tagi.providers.github\n- **Functions**: 5\n- **Classes**: 1\n- **File**: `github.py`\n\n### src.tagi.heuristics.tags\n- **Functions**: 5\n- **File**: `tags.py`\n\n### src.tagi.utils.summary_helpers\n- **Functions**: 5\n- **File**: `summary_helpers.py`\n\n## Key Entry Points\n\nMain execution flows into the system:\n\n### src.tagi.cli.publishing_commands.publish_command\n> Create a PR or MR for the changes.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, typer.Option, typer.Option, _cli._configure_command_logging, console.print, src.tagi.cli.scan_utils.scan_and_tag\n\n### src.tagi.cli.utility_commands.summary_command\n> Generate a comprehensive summary report of all changes.\n- **Calls**: typer.Argument, typer.Option, console.print, src.tagi.cli.scan_utils.scan_and_tag, summary_lines.append, summary_lines.append, summary_lines.append, summary_lines.append\n\n### src.tagi.cli.utility_commands.hooks_command\n> Manage git hooks integration for tagi.\n- **Calls**: typer.Argument, typer.Option, typer.Option, typer.Option, None.resolve, src.tagi.hooks.check_hooks_installed, tagi_list_hooks, tagi_install_hooks\n\n### src.tagi.cli.publishing_commands.deploy_command\n> Deploy changes to target environment.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, typer.Option, typer.Option, _cli._configure_command_logging, console.print, src.tagi.cli.scan_utils.scan_and_tag\n\n### src.tagi.cli.inspection_commands.inspect_command\n> Inspect a specific change group.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, console.print, src.tagi.utils.change_filter.resolve_filtered_changes, None.get_tag_description, src.tagi.utils.change_stats.display_statistics_table, src.tagi.cli.display_utils._display_changes\n\n### src.tagi.cli.utility_commands.draft_command\n> Draft a commit message for a change group.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, console.print, src.tagi.cli.scan_utils.scan_and_tag, src.tagi.cli.utility_commands._ensure_tag_prefix, src.tagi.utils.send_helpers.create_change_group, src.tagi.composer.commit_message.generate_commit_message\n\n### src.tagi.cli.inspection_commands.filter_command\n> Filter changes by tags.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, typer.Option, console.print, src.tagi.utils.change_filter.resolve_filtered_changes, src.tagi.utils.change_stats.display_statistics_table, src.tagi.cli.display_utils._display_changes\n\n### src.tagi.cli.core_commands.stats_command\n> Show statistics about changes.\n- **Calls**: typer.Argument, typer.Option, console.print, src.tagi.cli.scan_utils.scan_and_tag, src.tagi.utils.change_stats.display_statistics_table, console.print, console.print, src.tagi.utils.change_stats.calculate_tag_statistics\n\n### tagi.scanner.status.scan_repo\n> Scan repository for uncommitted changes using git status --porcelain.\n- **Calls**: tagi.utils.commands.run_command, None.split, os.path.exists, ValueError, src.tagi.config.load_config, RuntimeError, line.split, None.strip\n\n### src.tagi.cli.inspection_commands.file_command\n> Show detailed information about a specific file.\n- **Calls**: typer.Argument, typer.Argument, typer.Option, console.print, console.print, console.print, console.print, console.print\n\n### src.tagi.ui.design_tokens.DesignTokens.get_css_variables\n> Get CSS variables for specified theme.\n- **Calls**: variables.update, variables.update, variables.update, variables.update, variables.update, variables.update, variables.update, str\n\n### src.tagi.cli.utility_commands.init_command\n> Initialize tagi configuration in the repository.\n- **Calls**: typer.Argument, typer.Option, None.resolve, console.print, config_path.exists, console.print, console.print, example_path.exists\n\n### src.tagi.planner.grouper.group_changes\n> Group changes by their primary tag.\n- **Calls**: defaultdict, grouped.items, sorted, ChangeGroup, groups.append, src.tagi.planner.grouper._get_primary_tag, None.append, None.append\n\n### tagi.planner.branch_grouper.group_by_branch\n> Group changes by the git branch they were modified on.\n\nArgs:\n    changes: List of changes to group\n    repo_path: Path to the git repository\n    \nRet\n- **Calls**: GitExecutor, executor.get_current_branch, None.append, tagi.utils.commands.run_command, None.split, None.strip, contains.stdout.strip, b.strip\n\n### src.tagi.providers.koru.KoruProvider.analyze_deployment_priority\n> Analyze deployment priority using Koru API.\n- **Calls**: self.get_topology, self.get_planfile_tickets, self.get_context_brief, self.run_quality_gates, self._deployment_recommendations, KoruDeploymentPlan, deployment_groups.append, priority_order.append\n\n### src.tagi.providers.koru.KoruProvider._deployment_recommendations\n> Generate recommendations based on Koru context.\n- **Calls**: quality_gates.get, topology.get, recommendations.append, recommendations.append, recommendations.append, recommendations.append, recommendations.append, len\n\n### src.tagi.cli.git_operations.auto_command\n> Automatically scan, order, and send all changes.\n- **Calls**: typer.Argument, typer.Option, typer.Option, typer.Option, typer.Option, src.tagi.cli.main._configure_command_logging, console.print, src.tagi.cli.git_operations.send_command\n\n### tagi.cli.provider_commands.create_pr\n> Create a GitHub pull request.\n- **Calls**: tagi.utils.detect_provider.get_provider, isinstance, console.print, github_provider.create_pr, tagi.cli.provider_commands._pr_spec, console.print, console.print, console.print\n\n### tagi.cli.provider_commands.create_mr\n> Create a GitLab merge request.\n- **Calls**: tagi.utils.detect_provider.get_provider, isinstance, console.print, gitlab_provider.create_pr, tagi.cli.provider_commands._pr_spec, console.print, console.print, console.print\n\n### src.tagi.composer.summary.generate_summary\n> Generate a summary of changes.\n- **Calls**: sum, sum, sum, None.text, LineBuilder, len, src.tagi.utils.risk.total_lines_changed, src.tagi.utils.risk.average_risk\n\n### src.tagi.config.Config._load_config\n> Load configuration from tagi.toml if it exists.\n- **Calls**: self._apply_sections, Path, config_path.exists, print, open, tomli.load, print\n\n### src.tagi.hooks.list_hooks\n> List all git hooks in the repository.\n\nArgs:\n    repo_path: Path to the git repository\n    \nReturns:\n    List of hook names\n- **Calls**: src.tagi.hooks._hooks_dir, hooks_dir.iterdir, sorted, hooks_dir.exists, hook_file.is_file, hooks.append, hook_file.stat\n\n### src.tagi.planner.sorter.group_by_complexity\n> Group changes into complexity tiers (simple, medium, complex).\n\nArgs:\n    changes: List of changes to group\n    num_groups: Number of complexity group\n- **Calls**: src.tagi.planner.sorter.sort_by_complexity, max, range, len, len, len, groups.append\n\n### src.tagi.cli.core_commands.scan_command\n> Scan repository for uncommitted changes.\n- **Calls**: typer.Argument, typer.Option, console.print, src.tagi.cli.scan_utils.scan_and_tag, console.print, src.tagi.cli.display_utils._display_changes_grouped, src.tagi.cli.display_utils._display_changes\n\n### tagi.planner.branch_grouper.get_branch_info\n> Get information about all branches in the repository.\n\nArgs:\n    repo_path: Path to the git repository\n    \nReturns:\n    Dictionary mapping branch nam\n- **Calls**: tagi.utils.commands.run_command, None.split, None.strip, branch_listing.stdout.strip, None.replace, line.strip\n\n### src.tagi.providers.koru.KoruProvider._make_api_request\n> Make request to Koru API.\n- **Calls**: str, httpx.Client, client.post, response.raise_for_status, response.json, logger.warning\n\n### src.tagi.composer.formats.generate_detailed_message\n> Generate a detailed commit message.\n- **Calls**: src.tagi.composer.formats._count_tags, None.text, LineBuilder, src.tagi.composer.formats._detailed_file_lines, len, tag_counts.most_common\n\n### src.tagi.composer.formats.generate_simple_message\n> Generate a simple commit message.\n- **Calls**: len, src.tagi.composer._tags.summary_tag, src.tagi.composer._tags.summary_tag, len, None.join, len\n\n### src.tagi.composer.summary.generate_file_list\n> Generate a formatted list of files.\n- **Calls**: None.text, len, file_lines.append, LineBuilder, None.join, len\n\n### src.tagi.ui.design_tokens.DesignTokens.__init__\n- **Calls**: ColorTokens, SpacingTokens, TypographyTokens, BorderRadiusTokens, ShadowTokens, LayoutTokens\n\n## Process Flows\n\nKey execution flows identified:\n\n### Flow 1: publish_command\n```\npublish_command [src.tagi.cli.publishing_commands]\n```\n\n### Flow 2: summary_command\n```\nsummary_command [src.tagi.cli.utility_commands]\n  └─ →> scan_and_tag\n```\n\n### Flow 3: hooks_command\n```\nhooks_command [src.tagi.cli.utility_commands]\n```\n\n### Flow 4: deploy_command\n```\ndeploy_command [src.tagi.cli.publishing_commands]\n```\n\n### Flow 5: inspect_command\n```\ninspect_command [src.tagi.cli.inspection_commands]\n  └─ →> resolve_filtered_changes\n      └─> _resolve_tag_enums\n          └─> _normalize_tag\n      └─> _changes_matching_any\n```\n\n### Flow 6: draft_command\n```\ndraft_command [src.tagi.cli.utility_commands]\n  └─ →> scan_and_tag\n```\n\n### Flow 7: filter_command\n```\nfilter_command [src.tagi.cli.inspection_commands]\n```\n\n### Flow 8: stats_command\n```\nstats_command [src.tagi.cli.core_commands]\n  └─ →> scan_and_tag\n  └─ →> display_statistics_table\n```\n\n### Flow 9: scan_repo\n```\nscan_repo [tagi.scanner.status]\n  └─ →> run_command\n  └─ →> load_config\n```\n\n### Flow 10: file_command\n```\nfile_command [src.tagi.cli.inspection_commands]\n```\n\n## Key Classes\n\n### src.tagi.config.Config\n> Configuration loaded from tagi.toml.\n- **Methods**: 11\n- **Key Methods**: src.tagi.config.Config.__init__, src.tagi.config.Config._load_config, src.tagi.config.Config._apply_sections, src.tagi.config.Config.get_tag_for_path, src.tagi.config.Config.get_custom_tags_for_pattern, src.tagi.config.Config.get_tag_color, src.tagi.config.Config.get_heuristics_for_path, src.tagi.config.Config.get_tags_for_path, src.tagi.config.Config.get_tag_description, src.tagi.config.Config.get_template\n\n### src.tagi.providers.koru.KoruProvider\n> Integration with Koru API for deployment analysis.\n- **Methods**: 10\n- **Key Methods**: src.tagi.providers.koru.KoruProvider.__init__, src.tagi.providers.koru.KoruProvider._make_api_request, src.tagi.providers.koru.KoruProvider.get_topology, src.tagi.providers.koru.KoruProvider.get_planfile_tickets, src.tagi.providers.koru.KoruProvider.run_quality_gates, src.tagi.providers.koru.KoruProvider.get_context_brief, src.tagi.providers.koru.KoruProvider._deployment_recommendations, src.tagi.providers.koru.KoruProvider.analyze_deployment_priority, src.tagi.providers.koru.KoruProvider.deploy_group, src.tagi.providers.koru.KoruProvider.is_available\n\n### tagi.executor.git.GitExecutor\n> Executor for git commands.\n- **Methods**: 9\n- **Key Methods**: tagi.executor.git.GitExecutor.__init__, tagi.executor.git.GitExecutor._run_command, tagi.executor.git.GitExecutor.add, tagi.executor.git.GitExecutor.commit, tagi.executor.git.GitExecutor.push, tagi.executor.git.GitExecutor.status, tagi.executor.git.GitExecutor.get_current_branch, tagi.executor.git.GitExecutor.get_remote_url, tagi.executor.git.GitExecutor.has_staged_changes\n\n### tagi.providers.base.BaseProvider\n> Base class for Git hosting providers.\n- **Methods**: 8\n- **Key Methods**: tagi.providers.base.BaseProvider.__init__, tagi.providers.base.BaseProvider.is_authenticated, tagi.providers.base.BaseProvider.get_auth_status, tagi.providers.base.BaseProvider.create_pr, tagi.providers.base.BaseProvider.detect_remote, tagi.providers.base.BaseProvider._run_command, tagi.providers.base.BaseProvider._get_git_remote_url, tagi.providers.base.BaseProvider._check_git_remote_for_provider\n- **Inherits**: ABC\n\n### tagi.providers.gitlab.GitLabProvider\n> GitLab provider using glab CLI.\n- **Methods**: 5\n- **Key Methods**: tagi.providers.gitlab.GitLabProvider.is_authenticated, tagi.providers.gitlab.GitLabProvider.get_auth_status, tagi.providers.gitlab.GitLabProvider.get_configured_host, tagi.providers.gitlab.GitLabProvider.create_pr, tagi.providers.gitlab.GitLabProvider.detect_remote\n- **Inherits**: BaseProvider\n\n### tagi.providers.github.GitHubProvider\n> GitHub provider using gh CLI.\n- **Methods**: 5\n- **Key Methods**: tagi.providers.github.GitHubProvider.is_authenticated, tagi.providers.github.GitHubProvider.get_auth_status, tagi.providers.github.GitHubProvider.get_token, tagi.providers.github.GitHubProvider.create_pr, tagi.providers.github.GitHubProvider.detect_remote\n- **Inherits**: BaseProvider\n\n### src.tagi.analyzer.metrics.MetricsCollector\n> Collect and analyze metrics about changes.\n- **Methods**: 4\n- **Key Methods**: src.tagi.analyzer.metrics.MetricsCollector.__init__, src.tagi.analyzer.metrics.MetricsCollector.collect, src.tagi.analyzer.metrics.MetricsCollector.to_json, src.tagi.analyzer.metrics.MetricsCollector.save\n\n### src.tagi.llm.llx_adapter.LlxAdapter\n> Adapter for LLX library for optional LLM integration.\n- **Methods**: 4\n- **Key Methods**: src.tagi.llm.llx_adapter.LlxAdapter.__init__, src.tagi.llm.llx_adapter.LlxAdapter.is_available, src.tagi.llm.llx_adapter.LlxAdapter.improve_message, src.tagi.llm.llx_adapter.LlxAdapter.improve_description\n\n### src.tagi.executor.publish.PublishExecutor\n> Executor for publishing changes.\n- **Methods**: 4\n- **Key Methods**: src.tagi.executor.publish.PublishExecutor.__init__, src.tagi.executor.publish.PublishExecutor.stage_and_commit, src.tagi.executor.publish.PublishExecutor.publish, src.tagi.executor.publish.PublishExecutor.dry_run\n\n### src.tagi.utils.line_builder.LineBuilder\n> Single place where report line lists are created and mutated.\n- **Methods**: 4\n- **Key Methods**: src.tagi.utils.line_builder.LineBuilder.__init__, src.tagi.utils.line_builder.LineBuilder.add, src.tagi.utils.line_builder.LineBuilder.as_list, src.tagi.utils.line_builder.LineBuilder.text\n\n### src.tagi.analyzer.dependency_graph._LevelOrder\n> Level-by-level topological order over a dependency graph (Kahn's algorithm).\n- **Methods**: 3\n- **Key Methods**: src.tagi.analyzer.dependency_graph._LevelOrder.__init__, src.tagi.analyzer.dependency_graph._LevelOrder.levels, src.tagi.analyzer.dependency_graph._LevelOrder._drain_level\n\n### src.tagi.ui.design_tokens.DesignTokens\n> Main design tokens container.\n- **Methods**: 3\n- **Key Methods**: src.tagi.ui.design_tokens.DesignTokens.__init__, src.tagi.ui.design_tokens.DesignTokens.get_css_variables, src.tagi.ui.design_tokens.DesignTokens.get_css_string\n\n### src.tagi.models.change.ChangeMetrics\n> Numerical metrics for change analysis.\n- **Methods**: 1\n- **Key Methods**: src.tagi.models.change.ChangeMetrics.to_vector\n\n### src.tagi.models.plan.PlanStep\n> A single step in an execution plan.\n- **Methods**: 0\n\n### src.tagi.models.plan.Plan\n> An execution plan for shipping changes.\n- **Methods**: 0\n\n### src.tagi.models.change.ChangeType\n> Type of git change.\n- **Methods**: 0\n- **Inherits**: str, Enum\n\n### src.tagi.models.change.Tag\n> Hashtag categories for changes.\n- **Methods**: 0\n- **Inherits**: str, Enum\n\n### src.tagi.models.change.Change\n> Represents a single file change.\n- **Methods**: 0\n\n### src.tagi.models.group.ChangeGroup\n> Group of related changes.\n- **Methods**: 0\n\n### tagi.providers.base.PrSpec\n> Pull/merge request parameters.\n- **Methods**: 0\n\n## Data Transformation Functions\n\nKey functions that process and transform data:\n\n### src.tagi.cli.display_utils._format_tags\n> Format tags for display with descriptions if available.\n- **Output to**: None.join, tag_strings.append, config.get_tag_description\n\n### tagi.scanner.status.parse_status\n> Parse git status code to ChangeType.\n\n## Behavioral Patterns\n\n### recursion__dfs_visit\n- **Type**: recursion\n- **Confidence**: 0.90\n- **Functions**: src.tagi.analyzer.dependency_graph._dfs_visit\n\n### recursion__longest_path_length\n- **Type**: recursion\n- **Confidence**: 0.90\n- **Functions**: src.tagi.analyzer.dependency_graph._longest_path_length\n\n## Public API Surface\n\nFunctions exposed as public API (no underscore prefix):\n\n- `src.tagi.cli.publishing_commands.publish_command` - 36 calls\n- `src.tagi.cli.utility_commands.summary_command` - 28 calls\n- `src.tagi.cli.git_operations.send_command` - 26 calls\n- `src.tagi.cli.utility_commands.hooks_command` - 26 calls\n- `src.tagi.cli.publishing_commands.deploy_command` - 22 calls\n- `src.tagi.cli.inspection_commands.inspect_command` - 17 calls\n- `src.tagi.cli.utility_commands.draft_command` - 17 calls\n- `src.tagi.cli.inspection_commands.filter_command` - 16 calls\n- `src.tagi.cli.core_commands.stats_command` - 15 calls\n- `tagi.scanner.status.scan_repo` - 15 calls\n- `src.tagi.utils.logger.setup_logger` - 15 calls\n- `src.tagi.cli.inspection_commands.file_command` - 14 calls\n- `src.tagi.ui.design_tokens.DesignTokens.get_css_variables` - 14 calls\n- `src.tagi.cli.utility_commands.init_command` - 13 calls\n- `src.tagi.utils.change_stats.display_statistics_table` - 12 calls\n- `src.tagi.planner.grouper.group_changes` - 10 calls\n- `tagi.planner.branch_grouper.group_by_branch` - 10 calls\n- `src.tagi.providers.koru.KoruProvider.analyze_deployment_priority` - 10 calls\n- `src.tagi.cli.git_operations.auto_command` - 8 calls\n- `tagi.cli.provider_commands.create_pr` - 8 calls\n- `tagi.cli.provider_commands.create_mr` - 8 calls\n- `src.tagi.composer.summary.generate_summary` - 8 calls\n- `src.tagi.composer.commit_message.generate_commit_message` - 8 calls\n- `src.tagi.hooks.list_hooks` - 7 calls\n- `src.tagi.planner.sorter.group_by_complexity` - 7 calls\n- `src.tagi.cli.core_commands.scan_command` - 7 calls\n- `tagi.scanner.files.count_lines_changed` - 7 calls\n- `src.tagi.utils.change_filter.resolve_filtered_changes` - 7 calls\n- `tagi.planner.branch_grouper.get_branch_info` - 6 calls\n- `src.tagi.cli.scan_utils.scan_and_tag` - 6 calls\n- `src.tagi.heuristics.metrics.calculate_metrics` - 6 calls\n- `src.tagi.composer.formats.generate_detailed_message` - 6 calls\n- `src.tagi.composer.formats.generate_simple_message` - 6 calls\n- `src.tagi.composer.summary.generate_file_list` - 6 calls\n- `src.tagi.hooks.install_hooks` - 5 calls\n- `src.tagi.hooks.run_hook` - 5 calls\n- `src.tagi.analyzer.metrics.MetricsCollector.collect` - 5 calls\n- `src.tagi.analyzer.metrics.generate_report` - 5 calls\n- `src.tagi.planner.preview.preview_plan` - 5 calls\n- `src.tagi.heuristics.metrics.calculate_vector_distance` - 5 calls\n\n## System Interactions\n\nHow components interact:\n\n```mermaid\ngraph TD\n    publish_command --> Argument\n    publish_command --> Option\n    summary_command --> Argument\n    summary_command --> Option\n    summary_command --> print\n    summary_command --> scan_and_tag\n    summary_command --> append\n    hooks_command --> Argument\n    hooks_command --> Option\n    hooks_command --> resolve\n    deploy_command --> Argument\n    deploy_command --> Option\n    inspect_command --> Argument\n    inspect_command --> Option\n    inspect_command --> print\n    inspect_command --> resolve_filtered_cha\n    draft_command --> Argument\n    draft_command --> Option\n    draft_command --> print\n    draft_command --> scan_and_tag\n    filter_command --> Argument\n    filter_command --> Option\n    filter_command --> print\n    stats_command --> Argument\n    stats_command --> Option\n    stats_command --> print\n    stats_command --> scan_and_tag\n    stats_command --> display_statistics_t\n    scan_repo --> run_command\n    scan_repo --> split\n```\n\n## Reverse Engineering Guidelines\n\n1. **Entry Points**: Start analysis from the entry points listed above\n2. **Core Logic**: Focus on classes with many methods\n3. **Data Flow**: Follow data transformation functions\n4. **Process Flows**: Use the flow diagrams for execution paths\n5. **API Surface**: Public API functions reveal the interface\n\n## Context for LLM\n\nMaintain the identified architectural patterns and public API surface when suggesting changes.", "is_subdir": false}, {"name": "calls.mmd", "rel_path": "calls.mmd", "path": "calls.mmd", "size": "27.9KB", "icon": "📈", "type": "mermaid", "type_name": "Mermaid", "content": "flowchart LR\n%% generated in 0.01s\n    subgraph src__tagi\n        src__tagi__analyzer__dependency_graph___mark[&quot;_mark&quot;]\n        src__tagi__providers__utils__auth__get_auth_status_from_result[&quot;get_auth_status_from_result&quot;]\n        src__tagi__utils__summary_helpers__build_statistics_section[&quot;build_statistics_section&quot;]\n        src__tagi__cli__utility_commands__hooks_command[&quot;hooks_command&quot;]\n        src__tagi__cli__git_operations__send_command[&quot;send_command&quot;]\n        src__tagi__analyzer__metrics__MetricsCollector__collect[&quot;collect&quot;]\n        src__tagi__composer__formats___detailed_file_lines[&quot;_detailed_file_lines&quot;]\n        src__tagi__config__Config__get_heuristics_for_path[&quot;get_heuristics_for_path&quot;]\n        src__tagi__heuristics__tags___size_tags[&quot;_size_tags&quot;]\n        src__tagi__utils__change_filter___normalize_tag[&quot;_normalize_tag&quot;]\n        src__tagi__utils__change_filter__filter_changes_by_tag[&quot;filter_changes_by_tag&quot;]\n        src__tagi__composer__formats__generate_conventional_message[&quot;generate_conventional_message&quot;]\n        src__tagi__cli__publishing_commands__publish_command[&quot;publish_command&quot;]\n        src__tagi__composer__commit_message___improve_with_llm[&quot;_improve_with_llm&quot;]\n        src__tagi__composer___tags__infer_scope[&quot;infer_scope&quot;]\n        src__tagi__utils__send_helpers__create_change_group[&quot;create_change_group&quot;]\n        src__tagi__analyzer__dependency_graph___cycle_from[&quot;_cycle_from&quot;]\n        src__tagi__hooks___pre_commit_hook[&quot;_pre_commit_hook&quot;]\n        src__tagi__analyzer__dependency_graph___next_critical_node[&quot;_next_critical_node&quot;]\n        src__tagi__cli__utility_commands___ensure_tag_prefix[&quot;_ensure_tag_prefix&quot;]\n        src__tagi__cli__inspection_commands__inspect_command[&quot;inspect_command&quot;]\n        src__tagi__cli__utility_commands__summary_command[&quot;summary_command&quot;]\n        src__tagi__config__load_config[&quot;load_config&quot;]\n        src__tagi__heuristics__rules__get_custom_rules[&quot;get_custom_rules&quot;]\n        src__tagi__cli__publishing_commands__deploy_command[&quot;deploy_command&quot;]\n        src__tagi__composer___templates__render_template[&quot;render_template&quot;]\n        src__tagi__utils__publish_helpers__create_publish_group[&quot;create_publish_group&quot;]\n        src__tagi__utils__paths__path_key[&quot;path_key&quot;]\n        src__tagi__composer___tags__all_tags[&quot;all_tags&quot;]\n        src__tagi__hooks__install_hooks[&quot;install_hooks&quot;]\n        src__tagi__cli__inspection_commands__filter_command[&quot;filter_command&quot;]\n        src__tagi__hooks__check_hooks_installed[&quot;check_hooks_installed&quot;]\n        src__tagi__heuristics__metrics___calculate_complexity[&quot;_calculate_complexity&quot;]\n        src__tagi__cli__git_operations___resolve_send_target[&quot;_resolve_send_target&quot;]\n        src__tagi__cli__display_utils___display_changes_grouped[&quot;_display_changes_grouped&quot;]\n        src__tagi__cli__core_commands__scan_command[&quot;scan_command&quot;]\n        src__tagi__composer__formats__generate_simple_message[&quot;generate_simple_message&quot;]\n        src__tagi__heuristics__scoring___change_type_risk_weight[&quot;_change_type_risk_weight&quot;]\n        src__tagi__cli__display_utils___format_tags[&quot;_format_tags&quot;]\n        src__tagi__config__Config__get_tag_for_path[&quot;get_tag_for_path&quot;]\n        src__tagi__heuristics__metrics___calculate_test_impact[&quot;_calculate_test_impact&quot;]\n        src__tagi__heuristics__metrics___extension_complexity_weight[&quot;_extension_complexity_weight&quot;]\n        src__tagi__utils__change_filter___changes_matching_any[&quot;_changes_matching_any&quot;]\n        src__tagi__analyzer__dependency_graph__analyze_python_imports[&quot;analyze_python_imports&quot;]\n        src__tagi__cli__main__detect_provider[&quot;detect_provider&quot;]\n        src__tagi__planner__grouper__group_by_tag[&quot;group_by_tag&quot;]\n        src__tagi__cli__git_operations___execute_git_operations[&quot;_execute_git_operations&quot;]\n        src__tagi__cli__core_commands__list_command[&quot;list_command&quot;]\n        src__tagi__composer__formats___describe_changes[&quot;_describe_changes&quot;]\n        src__tagi__planner__selector__select_changes_by_tag[&quot;select_changes_by_tag&quot;]\n        src__tagi__utils__change_filter__filter_changes_by_tags_all[&quot;filter_changes_by_tags_all&quot;]\n        src__tagi__utils__change_filter__resolve_filtered_changes[&quot;resolve_filtered_changes&quot;]\n        src__tagi__utils__risk__average_risk[&quot;average_risk&quot;]\n        src__tagi__composer___tags__summary_tag[&quot;summary_tag&quot;]\n        src__tagi__cli__core_commands___do_list_groups[&quot;_do_list_groups&quot;]\n        src__tagi__analyzer__dependency_graph__get_critical_path[&quot;get_critical_path&quot;]\n        src__tagi__planner__grouper___get_primary_tag[&quot;_get_primary_tag&quot;]\n        src__tagi__hooks__uninstall_hooks[&quot;uninstall_hooks&quot;]\n        src__tagi__planner__sorter__group_by_complexity[&quot;group_by_complexity&quot;]\n        src__tagi__cli__git_operations___ensure_tag_prefix[&quot;_ensure_tag_prefix&quot;]\n        src__tagi__heuristics__rules__get_custom_heuristics[&quot;get_custom_heuristics&quot;]\n        src__tagi__analyzer__dependency_graph___longest_path_length[&quot;_longest_path_length&quot;]\n        src__tagi__utils__paths__path_endswith[&quot;path_endswith&quot;]\n        src__tagi__heuristics__tags___tag_change[&quot;_tag_change&quot;]\n        src__tagi__cli__main___configure_command_logging[&quot;_configure_command_logging&quot;]\n        src__tagi__planner__grouper__group_changes[&quot;group_changes&quot;]\n        src__tagi__composer__formats___commit_type[&quot;_commit_type&quot;]\n        src__tagi__utils__change_filter___resolve_tag_enums[&quot;_resolve_tag_enums&quot;]\n        src__tagi__heuristics__scoring___lines_risk_weight[&quot;_lines_risk_weight&quot;]\n        src__tagi__heuristics__tags__apply_path_tags[&quot;apply_path_tags&quot;]\n        src__tagi__utils__publish_helpers__detect_and_get_provider[&quot;detect_and_get_provider&quot;]\n        src__tagi__heuristics__metrics___extension_impact_weight[&quot;_extension_impact_weight&quot;]\n        src__tagi__cli__display_utils___display_groups[&quot;_display_groups&quot;]\n        src__tagi__composer__summary__generate_summary[&quot;generate_summary&quot;]\n        src__tagi__utils__change_filter___changes_matching_tag[&quot;_changes_matching_tag&quot;]\n        src__tagi__heuristics__scoring__calculate_risk_score[&quot;calculate_risk_score&quot;]\n        src__tagi__utils__paths__path_matches[&quot;path_matches&quot;]\n        src__tagi__analyzer__dependency_graph___find_longest_start[&quot;_find_longest_start&quot;]\n        src__tagi__utils__change_filter___changes_matching_all[&quot;_changes_matching_all&quot;]\n        src__tagi__composer__formats___count_tags[&quot;_count_tags&quot;]\n        src__tagi__cli__inspection_commands__file_command[&quot;file_command&quot;]\n        src__tagi__cli__main___is_known_tag[&quot;_is_known_tag&quot;]\n        src__tagi__utils__change_filter__filter_changes_by_tags_any[&quot;filter_changes_by_tags_any&quot;]\n        src__tagi__cli__main___ensure_tag_prefix[&quot;_ensure_tag_prefix&quot;]\n        src__tagi__cli__git_operations__auto_command[&quot;auto_command&quot;]\n        src__tagi__utils__change_stats__calculate_tag_statistics[&quot;calculate_tag_statistics&quot;]\n        src__tagi__heuristics__metrics___calculate_dependency_depth[&quot;_calculate_dependency_depth&quot;]\n        src__tagi__utils__change_stats__display_statistics_table[&quot;display_statistics_table&quot;]\n        src__tagi__composer__commit_message__generate_commit_message[&quot;generate_commit_message&quot;]\n        src__tagi__providers__utils__pr__build_pr_command[&quot;build_pr_command&quot;]\n        src__tagi__utils__risk__total_lines_changed[&quot;total_lines_changed&quot;]\n        src__tagi__heuristics__scoring___tag_risk_weight[&quot;_tag_risk_weight&quot;]\n        src__tagi__analyzer__dependency_graph___collect_import_names[&quot;_collect_import_names&quot;]\n        src__tagi__heuristics__tags__apply_tags[&quot;apply_tags&quot;]\n        src__tagi__composer__formats__generate_detailed_message[&quot;generate_detailed_message&quot;]\n        src__tagi__cli__core_commands__stats_command[&quot;stats_command&quot;]\n        src__tagi__analyzer__dependency_graph__detect_cycles[&quot;detect_cycles&quot;]\n        src__tagi__cli__display_utils___display_changes[&quot;_display_changes&quot;]\n        src__tagi__cli__git_operations___is_known_tag[&quot;_is_known_tag&quot;]\n        src__tagi__heuristics__metrics___calculate_impact[&quot;_calculate_impact&quot;]\n        src__tagi__hooks__run_hook[&quot;run_hook&quot;]\n        src__tagi__providers__utils__auth__is_authenticated_from_result[&quot;is_authenticated_from_result&quot;]\n        src__tagi__composer__formats__generate_oneline_message[&quot;generate_oneline_message&quot;]\n        src__tagi__heuristics__tags___custom_config_tags[&quot;_custom_config_tags&quot;]\n        src__tagi__composer___tags__all_tag_values[&quot;all_tag_values&quot;]\n        src__tagi__providers__utils__pr__execute_pr_command[&quot;execute_pr_command&quot;]\n        src__tagi__cli__main__setup_logging[&quot;setup_logging&quot;]\n        src__tagi__hooks__list_hooks[&quot;list_hooks&quot;]\n        src__tagi__config__Config__should_ignore[&quot;should_ignore&quot;]\n        src__tagi__cli__main___resolve_send_target[&quot;_resolve_send_target&quot;]\n        src__tagi__utils__logger__setup_logger[&quot;setup_logger&quot;]\n        src__tagi__cli__scan_utils__scan_and_tag[&quot;scan_and_tag&quot;]\n        src__tagi__heuristics__rules___get_config_attr[&quot;_get_config_attr&quot;]\n        src__tagi__heuristics__metrics___calculate_stability[&quot;_calculate_stability&quot;]\n        src__tagi__cli__utility_commands__draft_command[&quot;draft_command&quot;]\n        src__tagi__heuristics__metrics__calculate_metrics[&quot;calculate_metrics&quot;]\n        src__tagi__cli__core_commands__list_groups_command[&quot;list_groups_command&quot;]\n        src__tagi__cli__publishing_commands___ensure_tag_prefix[&quot;_ensure_tag_prefix&quot;]\n        src__tagi__analyzer__dependency_graph___dfs_visit[&quot;_dfs_visit&quot;]\n        src__tagi__analyzer__dependency_graph___reconstruct_critical_path[&quot;_reconstruct_critical_path&quot;]\n        src__tagi__cli__git_operations___filter_by_tag[&quot;_filter_by_tag&quot;]\n        src__tagi__hooks___hooks_dir[&quot;_hooks_dir&quot;]\n        src__tagi__analyzer__dependency_graph__build_dependency_graph[&quot;build_dependency_graph&quot;]\n        src__tagi__planner__sorter__sort_by_complexity[&quot;sort_by_complexity&quot;]\n    end\n    subgraph tagi__cli\n        tagi__cli__provider_commands__detect_provider_command[&quot;detect_provider_command&quot;]\n        tagi__cli__provider_commands__create_pr[&quot;create_pr&quot;]\n        tagi__cli__provider_commands__create_mr[&quot;create_mr&quot;]\n        tagi__cli__provider_commands___current_branch[&quot;_current_branch&quot;]\n        tagi__cli__provider_commands___pr_spec[&quot;_pr_spec&quot;]\n    end\n    subgraph tagi__executor\n        tagi__executor__git__GitExecutor___run_command[&quot;_run_command&quot;]\n    end\n    subgraph tagi__planner\n        tagi__planner__branch_grouper__group_by_branch[&quot;group_by_branch&quot;]\n        tagi__planner__branch_grouper__get_branch_info[&quot;get_branch_info&quot;]\n    end\n    subgraph tagi__providers\n        tagi__providers__gitlab__GitLabProvider__is_authenticated[&quot;is_authenticated&quot;]\n        tagi__providers__github__GitHubProvider__is_authenticated[&quot;is_authenticated&quot;]\n        tagi__providers__github__GitHubProvider__get_auth_status[&quot;get_auth_status&quot;]\n        tagi__providers__base__BaseProvider___run_command[&quot;_run_command&quot;]\n        tagi__providers__github__GitHubProvider__create_pr[&quot;create_pr&quot;]\n        tagi__providers__gitlab__GitLabProvider__get_auth_status[&quot;get_auth_status&quot;]\n        tagi__providers__gitlab__GitLabProvider__create_pr[&quot;create_pr&quot;]\n    end\n    subgraph tagi__scanner\n        tagi__scanner__status__scan_repo[&quot;scan_repo&quot;]\n        tagi__scanner__files__count_lines_changed[&quot;count_lines_changed&quot;]\n        tagi__scanner__diff__get_staged_diff[&quot;get_staged_diff&quot;]\n        tagi__scanner__diff__get_diff[&quot;get_diff&quot;]\n        tagi__scanner__status__parse_status[&quot;parse_status&quot;]\n    end\n    subgraph tagi__utils\n        tagi__utils__detect_provider__get_provider[&quot;get_provider&quot;]\n        tagi__utils__detect_provider__detect_git_provider[&quot;detect_git_provider&quot;]\n        tagi__utils__commands__run_command[&quot;run_command&quot;]\n    end\n    src__tagi__config__Config__get_tag_for_path --&gt; src__tagi__utils__paths__path_matches\n    src__tagi__config__Config__get_heuristics_for_path --&gt; src__tagi__utils__paths__path_matches\n    src__tagi__config__Config__should_ignore --&gt; src__tagi__utils__paths__path_matches\n    src__tagi__hooks___pre_commit_hook --&gt; src__tagi__hooks___hooks_dir\n    src__tagi__hooks__install_hooks --&gt; src__tagi__hooks___pre_commit_hook\n    src__tagi__hooks__install_hooks --&gt; src__tagi__hooks___hooks_dir\n    src__tagi__hooks__uninstall_hooks --&gt; src__tagi__hooks___pre_commit_hook\n    src__tagi__hooks__check_hooks_installed --&gt; src__tagi__hooks___pre_commit_hook\n    src__tagi__hooks__list_hooks --&gt; src__tagi__hooks___hooks_dir\n    src__tagi__hooks__run_hook --&gt; src__tagi__hooks___hooks_dir\n    src__tagi__analyzer__dependency_graph__analyze_python_imports --&gt; src__tagi__analyzer__dependency_graph___collect_import_names\n    src__tagi__analyzer__dependency_graph__build_dependency_graph --&gt; src__tagi__analyzer__dependency_graph__analyze_python_imports\n    src__tagi__analyzer__dependency_graph___dfs_visit --&gt; src__tagi__analyzer__dependency_graph___mark\n    src__tagi__analyzer__dependency_graph___dfs_visit --&gt; src__tagi__analyzer__dependency_graph___cycle_from\n    src__tagi__analyzer__dependency_graph__detect_cycles --&gt; src__tagi__analyzer__dependency_graph___dfs_visit\n    src__tagi__analyzer__dependency_graph___find_longest_start --&gt; src__tagi__analyzer__dependency_graph___longest_path_length\n    src__tagi__analyzer__dependency_graph___reconstruct_critical_path --&gt; src__tagi__analyzer__dependency_graph___next_critical_node\n    src__tagi__analyzer__dependency_graph__get_critical_path --&gt; src__tagi__analyzer__dependency_graph___find_longest_start\n    src__tagi__analyzer__dependency_graph__get_critical_path --&gt; src__tagi__analyzer__dependency_graph___reconstruct_critical_path\n    src__tagi__analyzer__metrics__MetricsCollector__collect --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__analyzer__metrics__MetricsCollector__collect --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__planner__sorter__group_by_complexity --&gt; src__tagi__planner__sorter__sort_by_complexity\n    src__tagi__planner__grouper__group_changes --&gt; src__tagi__planner__grouper___get_primary_tag\n    src__tagi__planner__grouper__group_changes --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__planner__grouper__group_changes --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__planner__grouper__group_by_tag --&gt; src__tagi__planner__selector__select_changes_by_tag\n    tagi__planner__branch_grouper__group_by_branch --&gt; tagi__utils__commands__run_command\n    tagi__planner__branch_grouper__get_branch_info --&gt; tagi__utils__commands__run_command\n    src__tagi__cli__git_operations___is_known_tag --&gt; src__tagi__cli__git_operations___ensure_tag_prefix\n    src__tagi__cli__git_operations___resolve_send_target --&gt; src__tagi__cli__git_operations___is_known_tag\n    src__tagi__cli__git_operations___filter_by_tag --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__cli__git_operations___filter_by_tag --&gt; src__tagi__cli__git_operations___ensure_tag_prefix\n    src__tagi__cli__git_operations___execute_git_operations --&gt; tagi__utils__detect_provider__get_provider\n    src__tagi__cli__git_operations__send_command --&gt; src__tagi__cli__git_operations___resolve_send_target\n    src__tagi__cli__git_operations__auto_command --&gt; src__tagi__cli__main___configure_command_logging\n    src__tagi__cli__git_operations__auto_command --&gt; src__tagi__cli__git_operations__send_command\n    src__tagi__cli__inspection_commands__inspect_command --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__cli__inspection_commands__inspect_command --&gt; src__tagi__utils__change_stats__display_statistics_table\n    src__tagi__cli__inspection_commands__inspect_command --&gt; src__tagi__cli__display_utils___display_changes\n    src__tagi__cli__inspection_commands__inspect_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__inspection_commands__filter_command --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__cli__inspection_commands__filter_command --&gt; src__tagi__utils__change_stats__display_statistics_table\n    src__tagi__cli__inspection_commands__filter_command --&gt; src__tagi__cli__display_utils___display_changes\n    src__tagi__cli__inspection_commands__filter_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__inspection_commands__file_command --&gt; tagi__scanner__diff__get_diff\n    tagi__cli__provider_commands__detect_provider_command --&gt; tagi__utils__detect_provider__get_provider\n    tagi__cli__provider_commands___current_branch --&gt; tagi__utils__commands__run_command\n    tagi__cli__provider_commands___pr_spec --&gt; tagi__cli__provider_commands___current_branch\n    tagi__cli__provider_commands__create_pr --&gt; tagi__utils__detect_provider__get_provider\n    tagi__cli__provider_commands__create_pr --&gt; tagi__cli__provider_commands___pr_spec\n    tagi__cli__provider_commands__create_mr --&gt; tagi__utils__detect_provider__get_provider\n    tagi__cli__provider_commands__create_mr --&gt; tagi__cli__provider_commands___pr_spec\n    src__tagi__cli__core_commands__scan_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__core_commands__scan_command --&gt; src__tagi__cli__display_utils___display_changes_grouped\n    src__tagi__cli__core_commands__scan_command --&gt; src__tagi__cli__display_utils___display_changes\n    src__tagi__cli__core_commands__list_groups_command --&gt; src__tagi__cli__core_commands___do_list_groups\n    src__tagi__cli__core_commands__list_command --&gt; src__tagi__cli__core_commands___do_list_groups\n    src__tagi__cli__core_commands___do_list_groups --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__core_commands___do_list_groups --&gt; src__tagi__utils__change_stats__calculate_tag_statistics\n    src__tagi__cli__core_commands___do_list_groups --&gt; src__tagi__utils__change_stats__display_statistics_table\n    src__tagi__cli__core_commands__stats_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__core_commands__stats_command --&gt; src__tagi__utils__change_stats__display_statistics_table\n    src__tagi__cli__core_commands__stats_command --&gt; src__tagi__utils__change_stats__calculate_tag_statistics\n    src__tagi__cli__display_utils___display_changes --&gt; src__tagi__cli__display_utils___format_tags\n    src__tagi__cli__display_utils___display_groups --&gt; src__tagi__cli__display_utils___format_tags\n    src__tagi__cli__display_utils___display_changes_grouped --&gt; src__tagi__cli__display_utils___display_groups\n    src__tagi__cli__main__setup_logging --&gt; src__tagi__utils__logger__setup_logger\n    src__tagi__cli__main___configure_command_logging --&gt; src__tagi__utils__logger__setup_logger\n    src__tagi__cli__main___is_known_tag --&gt; src__tagi__cli__main___ensure_tag_prefix\n    src__tagi__cli__main___resolve_send_target --&gt; src__tagi__cli__main___is_known_tag\n    src__tagi__cli__main__detect_provider --&gt; tagi__cli__provider_commands__detect_provider_command\n    src__tagi__cli__publishing_commands__publish_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__publishing_commands__publish_command --&gt; src__tagi__cli__publishing_commands___ensure_tag_prefix\n    src__tagi__cli__publishing_commands__publish_command --&gt; src__tagi__utils__publish_helpers__create_publish_group\n    src__tagi__cli__publishing_commands__deploy_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__publishing_commands__deploy_command --&gt; src__tagi__cli__publishing_commands___ensure_tag_prefix\n    src__tagi__cli__utility_commands__summary_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__utility_commands__summary_command --&gt; src__tagi__utils__change_stats__calculate_tag_statistics\n    src__tagi__cli__utility_commands__hooks_command --&gt; src__tagi__hooks__check_hooks_installed\n    src__tagi__cli__utility_commands__draft_command --&gt; src__tagi__cli__scan_utils__scan_and_tag\n    src__tagi__cli__utility_commands__draft_command --&gt; src__tagi__cli__utility_commands___ensure_tag_prefix\n    src__tagi__cli__utility_commands__draft_command --&gt; src__tagi__utils__send_helpers__create_change_group\n    src__tagi__cli__utility_commands__draft_command --&gt; src__tagi__composer__commit_message__generate_commit_message\n    tagi__providers__base__BaseProvider___run_command --&gt; tagi__utils__commands__run_command\n    tagi__providers__gitlab__GitLabProvider__is_authenticated --&gt; src__tagi__providers__utils__auth__is_authenticated_from_result\n    tagi__providers__gitlab__GitLabProvider__get_auth_status --&gt; src__tagi__providers__utils__auth__get_auth_status_from_result\n    tagi__providers__gitlab__GitLabProvider__create_pr --&gt; src__tagi__providers__utils__pr__execute_pr_command\n    tagi__providers__gitlab__GitLabProvider__create_pr --&gt; src__tagi__providers__utils__pr__build_pr_command\n    tagi__providers__github__GitHubProvider__is_authenticated --&gt; src__tagi__providers__utils__auth__is_authenticated_from_result\n    tagi__providers__github__GitHubProvider__get_auth_status --&gt; src__tagi__providers__utils__auth__get_auth_status_from_result\n    tagi__providers__github__GitHubProvider__create_pr --&gt; src__tagi__providers__utils__pr__execute_pr_command\n    tagi__providers__github__GitHubProvider__create_pr --&gt; src__tagi__providers__utils__pr__build_pr_command\n    tagi__scanner__files__count_lines_changed --&gt; tagi__utils__commands__run_command\n    tagi__scanner__status__scan_repo --&gt; tagi__utils__commands__run_command\n    tagi__scanner__status__scan_repo --&gt; src__tagi__config__load_config\n    tagi__scanner__status__scan_repo --&gt; src__tagi__config__Config__should_ignore\n    tagi__scanner__status__scan_repo --&gt; tagi__scanner__status__parse_status\n    tagi__scanner__diff__get_diff --&gt; tagi__utils__commands__run_command\n    tagi__scanner__diff__get_staged_diff --&gt; tagi__utils__commands__run_command\n    src__tagi__heuristics__scoring__calculate_risk_score --&gt; src__tagi__heuristics__scoring___lines_risk_weight\n    src__tagi__heuristics__scoring__calculate_risk_score --&gt; src__tagi__heuristics__scoring___tag_risk_weight\n    src__tagi__heuristics__scoring__calculate_risk_score --&gt; src__tagi__heuristics__scoring___change_type_risk_weight\n    src__tagi__heuristics__metrics___extension_complexity_weight --&gt; src__tagi__utils__paths__path_endswith\n    src__tagi__heuristics__metrics___extension_impact_weight --&gt; src__tagi__utils__paths__path_endswith\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_complexity\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_impact\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_stability\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_test_impact\n    src__tagi__heuristics__metrics__calculate_metrics --&gt; src__tagi__heuristics__metrics___calculate_dependency_depth\n    src__tagi__heuristics__metrics___calculate_complexity --&gt; src__tagi__heuristics__metrics___extension_complexity_weight\n    src__tagi__heuristics__metrics___calculate_impact --&gt; src__tagi__heuristics__metrics___extension_impact_weight\n    src__tagi__heuristics__metrics___calculate_test_impact --&gt; src__tagi__utils__paths__path_endswith\n    src__tagi__heuristics__metrics___calculate_test_impact --&gt; src__tagi__utils__paths__path_matches\n    src__tagi__heuristics__metrics___calculate_dependency_depth --&gt; src__tagi__utils__paths__path_endswith\n    src__tagi__heuristics__tags__apply_tags --&gt; src__tagi__config__load_config\n    src__tagi__heuristics__tags__apply_tags --&gt; src__tagi__heuristics__tags___tag_change\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__tags___custom_config_tags\n    src__tagi__heuristics__tags___tag_change --&gt; tagi__scanner__files__count_lines_changed\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__metrics__calculate_metrics\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__scoring__calculate_risk_score\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__tags__apply_path_tags\n    src__tagi__heuristics__tags___tag_change --&gt; src__tagi__heuristics__tags___size_tags\n    src__tagi__heuristics__tags__apply_path_tags --&gt; src__tagi__utils__paths__path_matches\n    src__tagi__heuristics__rules___get_config_attr --&gt; src__tagi__config__load_config\n    src__tagi__heuristics__rules__get_custom_rules --&gt; src__tagi__heuristics__rules___get_config_attr\n    src__tagi__heuristics__rules__get_custom_heuristics --&gt; src__tagi__heuristics__rules___get_config_attr\n    src__tagi__composer__formats__generate_conventional_message --&gt; src__tagi__composer__formats___commit_type\n    src__tagi__composer__formats__generate_conventional_message --&gt; src__tagi__composer___tags__infer_scope\n    src__tagi__composer__formats__generate_conventional_message --&gt; src__tagi__composer__formats___describe_changes\n    src__tagi__composer__formats__generate_conventional_message --&gt; src__tagi__composer___tags__all_tags\n    src__tagi__composer__formats__generate_detailed_message --&gt; src__tagi__composer__formats___count_tags\n    src__tagi__composer__formats__generate_detailed_message --&gt; src__tagi__composer__formats___detailed_file_lines\n    src__tagi__composer__formats__generate_simple_message --&gt; src__tagi__composer___tags__summary_tag\n    src__tagi__composer__formats__generate_oneline_message --&gt; src__tagi__composer___tags__summary_tag\n    src__tagi__composer__summary__generate_summary --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__composer__summary__generate_summary --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__composer__commit_message__generate_commit_message --&gt; src__tagi__composer___templates__render_template\n    src__tagi__composer__commit_message__generate_commit_message --&gt; src__tagi__composer__commit_message___improve_with_llm\n    src__tagi__composer__commit_message__generate_commit_message --&gt; src__tagi__composer___tags__summary_tag\n    src__tagi__composer__commit_message__generate_commit_message --&gt; src__tagi__config__load_config\n    src__tagi__composer___tags__all_tag_values --&gt; src__tagi__composer___tags__all_tags\n    src__tagi__composer___tags__summary_tag --&gt; src__tagi__composer___tags__all_tags\n    tagi__executor__git__GitExecutor___run_command --&gt; tagi__utils__commands__run_command\n    src__tagi__utils__summary_helpers__build_statistics_section --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__utils__summary_helpers__build_statistics_section --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__utils__publish_helpers__detect_and_get_provider --&gt; tagi__utils__detect_provider__get_provider\n    src__tagi__utils__publish_helpers__create_publish_group --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__utils__publish_helpers__create_publish_group --&gt; src__tagi__utils__risk__average_risk\n    tagi__utils__detect_provider__get_provider --&gt; tagi__utils__detect_provider__detect_git_provider\n    tagi__utils__detect_provider__detect_git_provider --&gt; tagi__utils__commands__run_command\n    src__tagi__utils__send_helpers__create_change_group --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__utils__send_helpers__create_change_group --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__utils__change_stats__calculate_tag_statistics --&gt; src__tagi__utils__risk__total_lines_changed\n    src__tagi__utils__change_stats__calculate_tag_statistics --&gt; src__tagi__utils__risk__average_risk\n    src__tagi__utils__paths__path_matches --&gt; src__tagi__utils__paths__path_key\n    src__tagi__utils__paths__path_endswith --&gt; src__tagi__utils__paths__path_key\n    src__tagi__utils__change_filter___resolve_tag_enums --&gt; src__tagi__utils__change_filter___normalize_tag\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___resolve_tag_enums\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___changes_matching_any\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___changes_matching_tag\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___changes_matching_all\n    src__tagi__utils__change_filter__resolve_filtered_changes --&gt; src__tagi__utils__change_filter___normalize_tag\n    src__tagi__utils__change_filter__filter_changes_by_tag --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__utils__change_filter__filter_changes_by_tags_any --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n    src__tagi__utils__change_filter__filter_changes_by_tags_all --&gt; src__tagi__utils__change_filter__resolve_filtered_changes\n", "is_subdir": false}, {"name": "compact_flow.mmd", "rel_path": "compact_flow.mmd", "path": "compact_flow.mmd", "size": "701B", "icon": "📈", "type": "mermaid", "type_name": "Mermaid", "content": "flowchart TD\n%% generated in 0.01s\n    src__tagi[&quot;src.tagi&lt;br/&gt;187 funcs&quot;]\n    tagi__cli[&quot;tagi.cli&lt;br/&gt;5 funcs&quot;]\n    tagi__executor[&quot;tagi.executor&lt;br/&gt;9 funcs&quot;]\n    tagi__planner[&quot;tagi.planner&lt;br/&gt;2 funcs&quot;]\n    tagi__providers[&quot;tagi.providers&lt;br/&gt;18 funcs&quot;]\n    tagi__scanner[&quot;tagi.scanner&lt;br/&gt;5 funcs&quot;]\n    tagi__utils[&quot;tagi.utils&lt;br/&gt;3 funcs&quot;]\n    tagi__providers ==&gt;|8| src__tagi\n    src__tagi ==&gt;|4| tagi__scanner\n    tagi__cli ==&gt;|4| tagi__utils\n    tagi__scanner ==&gt;|4| tagi__utils\n    src__tagi --&gt;|3| tagi__utils\n    tagi__planner --&gt;|2| tagi__utils\n    tagi__scanner --&gt;|2| src__tagi\n    src__tagi --&gt;|1| tagi__cli\n    tagi__providers --&gt;|1| tagi__utils\n    tagi__executor --&gt;|1| tagi__utils\n", "is_subdir": false}, {"name": "flow.mmd", "rel_path": "flow.mmd", "path": "flow.mmd", "size": "2.0KB", "icon": "📈", "type": "mermaid", "type_name": "Mermaid", "content": "flowchart TD\n%% generated in 0.01s\n\n    %% Entry points (blue)\n    classDef entry fill:#4dabf7,stroke:#1971c2,color:#fff\n\n    subgraph CLI\n        tagi__cli__provider_commands__detect_provider_command[&quot;detect_provider_command&quot;]\n        tagi__cli__provider_commands___current_branch[&quot;_current_branch&quot;]\n        tagi__cli__provider_commands___pr_spec[&quot;_pr_spec&quot;]\n        tagi__cli__provider_commands__create_pr[&quot;create_pr&quot;]\n        tagi__cli__provider_commands__create_mr[&quot;create_mr&quot;]\n    end\n\n    subgraph Core\n        src__tagi__config__Config___load_config[&quot;_load_config&quot;]\n        src__tagi__config__Config___apply_sections[&quot;_apply_sections&quot;]\n        src__tagi__config__Config__get_tag_for_path[&quot;get_tag_for_path&quot;]\n        src__tagi__config__Config__get_custom_tags_for_pattern[&quot;get_custom_tags_for_pattern&quot;]\n        src__tagi__config__Config__get_tag_color[&quot;get_tag_color&quot;]\n        src__tagi__config__Config__get_heuristics_for_path[&quot;get_heuristics_for_path&quot;]\n        src__tagi__config__Config__get_tags_for_path[&quot;get_tags_for_path&quot;]\n        src__tagi__config__Config__get_tag_description[&quot;get_tag_description&quot;]\n        src__tagi__config__Config__get_template[&quot;get_template&quot;]\n        src__tagi__hooks__install_hooks[&quot;install_hooks&quot;]\n        src__tagi__hooks__uninstall_hooks[&quot;uninstall_hooks&quot;]\n        src__tagi__hooks__list_hooks[&quot;list_hooks&quot;]\n        src__tagi__hooks__run_hook[&quot;run_hook&quot;]\n        src__tagi__analyzer__dependency_graph__build_dependency_graph[&quot;build_dependency_graph&quot;]\n        src__tagi__analyzer__dependency_graph___LevelOrder__levels[&quot;levels&quot;]\n        ...[&quot;+133 more&quot;]\n    end\n\n    class src__tagi__config__Config___load_config,src__tagi__config__Config___apply_sections,src__tagi__config__Config__get_tag_for_path,src__tagi__config__Config__get_custom_tags_for_pattern,src__tagi__config__Config__get_tag_color,src__tagi__config__Config__get_heuristics_for_path,src__tagi__config__Config__get_tags_for_path,src__tagi__config__Config__get_tag_description,src__tagi__config__Config__get_template,src__tagi__hooks__install_hooks entry\n", "is_subdir": false}, {"name": "prompt.txt", "rel_path": "prompt.txt", "path": "prompt.txt", "size": "2.9KB", "icon": "📄", "type": "text", "type_name": "Text", "content": "You are an AI assistant helping me understand and improve a codebase.\n# generated in 0.00s\nUse the attached/generated files as the authoritative context.\nYour goal is to refactor the project based on these files, not just summarize it.\n\nwe are in project path: tagi\n\nFiles for analysis:\n\nNote: project/validation.toon.yaml and project/duplication.toon.yaml are generated by external tools (vallm and redup)\n- analysis.toon.yaml  (Health diagnostics - complexity metrics, god modules, coupling issues, refactoring priorities) [10KB]\n- map.toon.yaml  (Structural map - files, sizes, imports, exports, signatures, project header) [17KB]\n- evolution.toon.yaml  (Refactoring queue - ranked actions by impact/effort, risks, metrics targets, history) [1KB]\n- project.toon.yaml  (Compact project overview - generated from project.yaml data) [2KB]\n- context.md  (LLM narrative - architecture summary and project context) [21KB]\n- README.md  (Generated documentation - overview and usage guide) [9KB]\n\nTask:\n- Treat this prompt as a refactoring brief: identify the highest-priority changes and prepare concrete edits.\n- Use the file set to decide whether the first pass should focus on correctness, duplication, complexity reduction, or architecture cleanup.\n- If you can safely implement the refactor, do it; otherwise give an exact file-by-file change plan and test plan.\n- Use analysis.toon.yaml to locate high-CC functions and god modules that should be split first.\n- Keep module boundaries intact and update imports/exports according to map.toon.yaml.\n- Use evolution.toon.yaml as the execution backlog and work from the top-ranked items.\n- Keep project.toon.yaml aligned with the refactored architecture.\n\nPriority Order:\nP1 — Split or simplify the highest-CC / god modules identified in analysis.toon.yaml.\nP1 — Preserve module boundaries and update imports/exports according to map.toon.yaml.\nP2 — Keep the compact project overview in project.toon.yaml aligned with the refactor.\nP2 — Execute the highest-impact items from evolution.toon.yaml in order of benefit/risk.\n\nFocus Areas for Analysis:\n1. **Code Health Analysis** - Review complexity metrics, god modules, coupling issues from analysis.toon.yaml\n2. **Structural Map** - Use map.toon.yaml to inspect imports, exports, signatures, and the project header\n3. **Refactoring Priorities** - Examine ranked refactoring actions and risk assessment from evolution.toon.yaml\n4. **Project Overview** - Review the compact project overview from project.toon.yaml\n\nAnalysis Strategy:\n- Start with analysis.toon.yaml for health metrics, then map.toon.yaml for structure and signatures\n- Review evolution.toon.yaml for action priorities and next steps\n- Compare the compact project overview in project.toon.yaml with the main analysis files\n\nConstraints:\n- Prefer minimal, incremental changes.\n- Maintain full backward compatibility.\n- Base recommendations on concrete metrics from the provided files.\n- If uncertain, ask clarifying questions.\n", "is_subdir": false}, {"name": "logic.pl", "rel_path": "logic.pl", "path": "logic.pl", "size": "21.3KB", "icon": "📄", "type": "unknown", "type_name": "PL", "content": "[Binary file]", "is_subdir": false}, {"name": "mermaid.export", "rel_path": "mermaid.export", "path": "mermaid.export", "size": "26.3KB", "icon": "📄", "type": "unknown", "type_name": "EXPORT", "content": "[Binary file]", "is_subdir": false}, {"name": "analysis.toon.yaml", "rel_path": "analysis.toon.yaml", "path": "analysis.toon.yaml", "size": "10.9KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# code2llm | 77f 5590L | python:68,yaml:5,txt:2,toml:1,shell:1 | 2026-09-19\n# generated in 0.01s\n# CC̅=2.8 | critical:0/229 | dups:0 | cycles:2\n\nHEALTH[0]: ok\n\nREFACTOR[1]:\n  1. break 2 circular dependencies\n\nPIPELINES[122]:\n  [1] Src [__init__]: __init__\n      PURITY: 100% pure\n  [2] Src [_load_config]: _load_config\n      PURITY: 100% pure\n  [3] Src [_apply_sections]: _apply_sections\n      PURITY: 100% pure\n  [4] Src [get_tag_for_path]: get_tag_for_path → path_matches → path_key\n      PURITY: 100% pure\n  [5] Src [get_custom_tags_for_pattern]: get_custom_tags_for_pattern\n      PURITY: 100% pure\n  [6] Src [get_tag_color]: get_tag_color\n      PURITY: 100% pure\n  [7] Src [get_heuristics_for_path]: get_heuristics_for_path → path_matches → path_key\n      PURITY: 100% pure\n  [8] Src [get_tags_for_path]: get_tags_for_path\n      PURITY: 100% pure\n  [9] Src [get_tag_description]: get_tag_description\n      PURITY: 100% pure\n  [10] Src [get_template]: get_template\n      PURITY: 100% pure\n  [11] Src [install_hooks]: install_hooks → _pre_commit_hook → _hooks_dir\n      PURITY: 100% pure\n  [12] Src [uninstall_hooks]: uninstall_hooks → _pre_commit_hook → _hooks_dir\n      PURITY: 100% pure\n  [13] Src [list_hooks]: list_hooks → _hooks_dir\n      PURITY: 100% pure\n  [14] Src [run_hook]: run_hook → _hooks_dir\n      PURITY: 100% pure\n  [15] Src [build_dependency_graph]: build_dependency_graph → analyze_python_imports → _collect_import_names\n      PURITY: 100% pure\n  [16] Src [__init__]: __init__\n      PURITY: 100% pure\n  [17] Src [levels]: levels\n      PURITY: 100% pure\n  [18] Src [_drain_level]: _drain_level\n      PURITY: 100% pure\n  [19] Src [find_dependency_order]: find_dependency_order\n      PURITY: 100% pure\n  [20] Src [detect_cycles]: detect_cycles → _dfs_visit → _mark\n      PURITY: 100% pure\n  [21] Src [get_critical_path]: get_critical_path → _find_longest_start → _longest_path_length\n      PURITY: 100% pure\n  [22] Src [collect]: collect → total_lines_changed\n      PURITY: 100% pure\n  [23] Src [to_json]: to_json\n      PURITY: 100% pure\n  [24] Src [save]: save\n      PURITY: 100% pure\n  [25] Src [generate_report]: generate_report\n      PURITY: 100% pure\n  [26] Src [sort_by_tag_priority]: sort_by_tag_priority\n      PURITY: 100% pure\n  [27] Src [group_by_complexity]: group_by_complexity → sort_by_complexity\n      PURITY: 100% pure\n  [28] Src [group_changes]: group_changes → _get_primary_tag\n      PURITY: 100% pure\n  [29] Src [group_by_tag]: group_by_tag → select_changes_by_tag\n      PURITY: 100% pure\n  [30] Src [preview_plan]: preview_plan\n      PURITY: 100% pure\n  [31] Src [preview_changes]: preview_changes\n      PURITY: 100% pure\n  [32] Src [group_by_branch]: group_by_branch → run_command\n      PURITY: 100% pure\n  [33] Src [get_branch_info]: get_branch_info → run_command\n      PURITY: 100% pure\n  [34] Src [select_by_tags]: select_by_tags\n      PURITY: 100% pure\n  [35] Src [select_safe_changes]: select_safe_changes\n      PURITY: 100% pure\n  [36] Src [auto_command]: auto_command → _configure_command_logging → setup_logger\n      PURITY: 100% pure\n  [37] Src [inspect_command]: inspect_command → resolve_filtered_changes → _resolve_tag_enums → _normalize_tag\n      PURITY: 100% pure\n  [38] Src [filter_command]: filter_command → resolve_filtered_changes → _resolve_tag_enums → _normalize_tag\n      PURITY: 100% pure\n  [39] Src [file_command]: file_command → get_diff → run_command\n      PURITY: 100% pure\n  [40] Src [create_pr]: create_pr → get_provider → detect_git_provider → run_command\n      PURITY: 100% pure\n  [41] Src [create_mr]: create_mr → get_provider → detect_git_provider → run_command\n      PURITY: 100% pure\n  [42] Src [scan_command]: scan_command → scan_and_tag\n      PURITY: 100% pure\n  [43] Src [list_groups_command]: list_groups_command → _do_list_groups → scan_and_tag\n      PURITY: 100% pure\n  [44] Src [list_command]: list_command → _do_list_groups → scan_and_tag\n      PURITY: 100% pure\n  [45] Src [stats_command]: stats_command → scan_and_tag\n      PURITY: 100% pure\n  [46] Src [setup_logging]: setup_logging → setup_logger\n      PURITY: 100% pure\n  [47] Src [_resolve_send_target]: _resolve_send_target → _is_known_tag → _ensure_tag_prefix\n      PURITY: 100% pure\n  [48] Src [detect_provider]: detect_provider → detect_provider_command → get_provider → detect_git_provider → ...(1 more)\n      PURITY: 100% pure\n  [49] Src [publish_command]: publish_command → scan_and_tag\n      PURITY: 100% pure\n  [50] Src [deploy_command]: deploy_command → scan_and_tag\n      PURITY: 100% pure\n\nLAYERS:\n  src/                            CC̄=2.8    ←in:0  →out:0\n  │ dependency_graph           276L  1C   16m  CC=7      ←0\n  │ metrics                    223L  0C   11m  CC=5      ←1\n  │ design_tokens              221L  7C    3m  CC=2      ←0\n  │ utility_commands           211L  0C    5m  CC=10     ←0\n  │ koru                       171L  2C   10m  CC=8      ←0\n  │ git_operations             170L  0C    7m  CC=7      ←0\n  │ metrics                    153L  1C    6m  CC=10     ←0\n  │ formats                    141L  0C    9m  CC=5      ←0\n  │ publishing_commands        139L  0C    3m  CC=11     ←0\n  │ hooks                      127L  0C    7m  CC=5      ←1\n  │ inspection_commands        120L  0C    3m  CC=7      ←0\n  │ change_filter              120L  0C    9m  CC=5      ←5\n  │ config                     118L  1C   12m  CC=4      ←5\n  │ main                       113L  0C    6m  CC=5      ←1\n  │ summary_helpers            113L  0C    5m  CC=5      ←0\n  │ sorter                     104L  0C    3m  CC=5      ←1\n  │ core_commands               94L  0C    5m  CC=7      ←0\n  │ tags                        88L  0C    5m  CC=4      ←0\n  │ branch_grouper              81L  0C    2m  CC=8      ←0\n  │ display_utils               79L  0C    4m  CC=5      ←3\n  │ provider_commands           78L  0C    5m  CC=4      ←1\n  │ grouper                     74L  0C    4m  CC=5      ←0\n  │ logger                      71L  0C    2m  CC=4      ←2\n  │ git                         67L  1C    9m  CC=4      ←0\n  │ base                        66L  2C    8m  CC=2      ←0\n  │ commit_message              64L  0C    2m  CC=5      ←1\n  │ change                      60L  4C    1m  CC=1      ←0\n  │ status                      60L  0C    2m  CC=7      ←0\n  │ llx_adapter                 55L  1C    4m  CC=4      ←0\n  │ _tags                       52L  0C    4m  CC=7      ←2\n  │ detect_provider             52L  0C    2m  CC=5      ←4\n  │ __init__                    47L  0C    0m  CC=0.0    ←0\n  │ pr                          46L  0C    2m  CC=5      ←2\n  │ gitlab                      45L  1C    5m  CC=4      ←0\n  │ selector                    44L  0C    5m  CC=8      ←1\n  │ preview                     43L  0C    2m  CC=7      ←0\n  │ change_stats                42L  0C    2m  CC=1      ←3\n  │ scoring                     41L  0C    4m  CC=3      ←1\n  │ publish_helpers             40L  0C    2m  CC=1      ←1\n  │ summary                     39L  0C    2m  CC=8      ←0\n  │ publish                     39L  1C    4m  CC=3      ←0\n  │ github                      36L  1C    5m  CC=2      ←0\n  │ send_helpers                34L  0C    1m  CC=2      ←2\n  │ risk                        33L  0C    2m  CC=3      ←7\n  │ auth                        32L  0C    2m  CC=2      ←2\n  │ __init__                    32L  0C    0m  CC=0.0    ←0\n  │ scan_utils                  25L  0C    1m  CC=3      ←5\n  │ files                       25L  0C    1m  CC=7      ←1\n  │ inspect_helpers             25L  0C    0m  CC=0.0    ←0\n  │ paths                       24L  0C    3m  CC=1      ←3\n  │ line_builder                23L  1C    4m  CC=1      ←0\n  │ plan                        23L  2C    0m  CC=0.0    ←0\n  │ _templates                  21L  0C    1m  CC=2      ←1\n  │ rules                       20L  0C    3m  CC=1      ←0\n  │ commands                    20L  0C    1m  CC=1      ←8\n  │ __init__                    18L  0C    0m  CC=0.0    ←0\n  │ group                       16L  1C    0m  CC=0.0    ←0\n  │ detector                    15L  0C    1m  CC=3      ←0\n  │ __init__                    14L  0C    0m  CC=0.0    ←0\n  │ diff                        13L  0C    2m  CC=1      ←1\n  │ __init__                    13L  0C    0m  CC=0.0    ←0\n  │ __init__                    13L  0C    0m  CC=0.0    ←0\n  │ __init__                    12L  0C    0m  CC=0.0    ←0\n  │ __init__                    11L  0C    0m  CC=0.0    ←0\n  │ __init__                     9L  0C    0m  CC=0.0    ←0\n  │ __init__                     7L  0C    0m  CC=0.0    ←0\n  │ __main__                     6L  0C    0m  CC=0.0    ←0\n  │ __init__                     1L  0C    0m  CC=0.0    ←0\n  │\n  ./                              CC̄=0.0    ←in:0  →out:0\n  │ !! goal.yaml                  539L  0C    0m  CC=0.0    ←0\n  │ koru.yaml                  133L  0C    0m  CC=0.0    ←0\n  │ wup.yaml                   100L  0C    0m  CC=0.0    ←0\n  │ regix.yaml                  93L  0C    0m  CC=0.0    ←0\n  │ tree.txt                    89L  0C    0m  CC=0.0    ←0\n  │ pyproject.toml              49L  0C    0m  CC=0.0    ←0\n  │ project.sh                  48L  0C    0m  CC=0.0    ←0\n  │ local.dev.txt               11L  0C    0m  CC=0.0    ←0\n  │\n  testql-scenarios/               CC̄=0.0    ←in:0  →out:0\n  │ generated-cli-tests.testql.toon.yaml    20L  0C    0m  CC=0.0    ←0\n  │\n\nCOUPLING:\n                        src.tagi      tagi.utils    tagi.scanner  tagi.providers        tagi.cli    tagi.planner   tagi.executor\n        src.tagi              ──               3               4              ←8               1                                  hub\n      tagi.utils              ←3              ──              ←4              ←1              ←4              ←2              ←1  hub\n    tagi.scanner               2               4              ──                                                                \n  tagi.providers               8               1                              ──                                                  !! fan-out\n        tagi.cli              ←1               4                                              ──                                \n    tagi.planner                               2                                                              ──                \n   tagi.executor                               1                                                                              ──\n  CYCLES: 2\n  HUB: tagi.utils/ (fan-in=15)\n  HUB: src.tagi/ (fan-in=10)\n  SMELL: src.tagi/ fan-out=8 → split needed\n  SMELL: tagi.providers/ fan-out=9 → split needed\n\nEXTERNAL:\n  validation: run `vallm batch .` → validation.toon\n  duplication: run `redup scan .` → duplication.toon\n", "is_subdir": false}, {"name": "calls.toon.yaml", "rel_path": "calls.toon.yaml", "path": "calls.toon.yaml", "size": "12.7KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# code2llm call graph | /home/tom/github/semcod/tagi\n# generated in 0.07s\n# nodes: 147 | edges: 165 | modules: 45\n# CC̄=2.8\n\nHUBS[20]:\n  src.tagi.cli.publishing_commands.publish_command\n    CC=11  in:0  out:36  total:36\n  src.tagi.cli.utility_commands.summary_command\n    CC=7  in:0  out:28  total:28\n  src.tagi.cli.git_operations.send_command\n    CC=7  in:1  out:26  total:27\n  src.tagi.cli.utility_commands.hooks_command\n    CC=10  in:0  out:26  total:26\n  src.tagi.cli.publishing_commands.deploy_command\n    CC=5  in:0  out:22  total:22\n  src.tagi.cli.inspection_commands.inspect_command\n    CC=7  in:0  out:17  total:17\n  src.tagi.utils.logger.setup_logger\n    CC=4  in:2  out:15  total:17\n  src.tagi.cli.scan_utils.scan_and_tag\n    CC=3  in:11  out:6  total:17\n  src.tagi.cli.utility_commands.draft_command\n    CC=4  in:0  out:17  total:17\n  src.tagi.cli.inspection_commands.filter_command\n    CC=6  in:0  out:16  total:16\n  src.tagi.utils.change_filter.resolve_filtered_changes\n    CC=5  in:9  out:7  total:16\n  src.tagi.utils.change_stats.display_statistics_table\n    CC=1  in:4  out:12  total:16\n  tagi.scanner.status.scan_repo\n    CC=7  in:0  out:15  total:15\n  src.tagi.cli.core_commands.stats_command\n    CC=7  in:0  out:15  total:15\n  src.tagi.cli.inspection_commands.file_command\n    CC=7  in:0  out:14  total:14\n  src.tagi.cli.git_operations._execute_git_operations\n    CC=5  in:1  out:11  total:12\n  src.tagi.heuristics.tags._tag_change\n    CC=2  in:1  out:10  total:11\n  src.tagi.cli.display_utils._display_changes\n    CC=3  in:3  out:8  total:11\n  tagi.utils.commands.run_command\n    CC=1  in:10  out:1  total:11\n  src.tagi.utils.risk.average_risk\n    CC=3  in:8  out:2  total:10\n\nMODULES:\n  src.tagi.analyzer.dependency_graph  [12 funcs]\n    _collect_import_names  CC=7  out:5\n    _cycle_from  CC=1  out:1\n    _dfs_visit  CC=5  out:8\n    _find_longest_start  CC=1  out:2\n    _longest_path_length  CC=4  out:3\n    _mark  CC=1  out:0\n    _next_critical_node  CC=5  out:2\n    _reconstruct_critical_path  CC=3  out:4\n    analyze_python_imports  CC=2  out:4\n    build_dependency_graph  CC=3  out:4\n  src.tagi.analyzer.metrics  [1 funcs]\n    collect  CC=10  out:5\n  src.tagi.cli.core_commands  [5 funcs]\n    _do_list_groups  CC=4  out:7\n    list_command  CC=1  out:2\n    list_groups_command  CC=1  out:2\n    scan_command  CC=3  out:7\n    stats_command  CC=7  out:15\n  src.tagi.cli.display_utils  [4 funcs]\n    _display_changes  CC=3  out:8\n    _display_changes_grouped  CC=5  out:3\n    _display_groups  CC=4  out:6\n    _format_tags  CC=5  out:3\n  src.tagi.cli.git_operations  [7 funcs]\n    _ensure_tag_prefix  CC=2  out:1\n    _execute_git_operations  CC=5  out:11\n    _filter_by_tag  CC=3  out:4\n    _is_known_tag  CC=2  out:2\n    _resolve_send_target  CC=5  out:5\n    auto_command  CC=1  out:8\n    send_command  CC=7  out:26\n  src.tagi.cli.inspection_commands  [3 funcs]\n    file_command  CC=7  out:14\n    filter_command  CC=6  out:16\n    inspect_command  CC=7  out:17\n  src.tagi.cli.main  [6 funcs]\n    _configure_command_logging  CC=2  out:2\n    _ensure_tag_prefix  CC=2  out:1\n    _is_known_tag  CC=2  out:2\n    _resolve_send_target  CC=5  out:5\n    detect_provider  CC=1  out:1\n    setup_logging  CC=2  out:4\n  src.tagi.cli.publishing_commands  [3 funcs]\n    _ensure_tag_prefix  CC=2  out:1\n    deploy_command  CC=5  out:22\n    publish_command  CC=11  out:36\n  src.tagi.cli.scan_utils  [1 funcs]\n    scan_and_tag  CC=3  out:6\n  src.tagi.cli.utility_commands  [4 funcs]\n    _ensure_tag_prefix  CC=2  out:1\n    draft_command  CC=4  out:17\n    hooks_command  CC=10  out:26\n    summary_command  CC=7  out:28\n  src.tagi.composer._tags  [4 funcs]\n    all_tag_values  CC=2  out:1\n    all_tags  CC=3  out:2\n    infer_scope  CC=7  out:2\n    summary_tag  CC=3  out:2\n  src.tagi.composer._templates  [1 funcs]\n    render_template  CC=2  out:2\n  src.tagi.composer.commit_message  [2 funcs]\n    _improve_with_llm  CC=2  out:2\n    generate_commit_message  CC=5  out:8\n  src.tagi.composer.formats  [8 funcs]\n    _commit_type  CC=3  out:0\n    _count_tags  CC=3  out:1\n    _describe_changes  CC=2  out:2\n    _detailed_file_lines  CC=3  out:1\n    generate_conventional_message  CC=4  out:5\n    generate_detailed_message  CC=3  out:6\n    generate_oneline_message  CC=4  out:3\n    generate_simple_message  CC=5  out:6\n  src.tagi.composer.summary  [1 funcs]\n    generate_summary  CC=8  out:8\n  src.tagi.config  [4 funcs]\n    get_heuristics_for_path  CC=4  out:2\n    get_tag_for_path  CC=3  out:2\n    should_ignore  CC=2  out:2\n    load_config  CC=1  out:1\n  src.tagi.heuristics.metrics  [8 funcs]\n    _calculate_complexity  CC=1  out:6\n    _calculate_dependency_depth  CC=4  out:3\n    _calculate_impact  CC=1  out:3\n    _calculate_stability  CC=1  out:2\n    _calculate_test_impact  CC=4  out:3\n    _extension_complexity_weight  CC=3  out:1\n    _extension_impact_weight  CC=3  out:1\n    calculate_metrics  CC=1  out:6\n  src.tagi.heuristics.rules  [3 funcs]\n    _get_config_attr  CC=1  out:2\n    get_custom_heuristics  CC=1  out:1\n    get_custom_rules  CC=1  out:1\n  src.tagi.heuristics.scoring  [4 funcs]\n    _change_type_risk_weight  CC=1  out:1\n    _lines_risk_weight  CC=1  out:1\n    _tag_risk_weight  CC=3  out:2\n    calculate_risk_score  CC=1  out:4\n  src.tagi.heuristics.tags  [5 funcs]\n    _custom_config_tags  CC=3  out:3\n    _size_tags  CC=3  out:0\n    _tag_change  CC=2  out:10\n    apply_path_tags  CC=4  out:2\n    apply_tags  CC=2  out:2\n  src.tagi.hooks  [7 funcs]\n    _hooks_dir  CC=1  out:1\n    _pre_commit_hook  CC=1  out:1\n    check_hooks_installed  CC=2  out:3\n    install_hooks  CC=2  out:5\n    list_hooks  CC=5  out:7\n    run_hook  CC=2  out:5\n    uninstall_hooks  CC=3  out:3\n  src.tagi.planner.grouper  [3 funcs]\n    _get_primary_tag  CC=4  out:0\n    group_by_tag  CC=1  out:1\n    group_changes  CC=4  out:10\n  src.tagi.planner.selector  [1 funcs]\n    select_changes_by_tag  CC=3  out:0\n  src.tagi.planner.sorter  [2 funcs]\n    group_by_complexity  CC=5  out:7\n    sort_by_complexity  CC=1  out:4\n  src.tagi.providers.utils.auth  [2 funcs]\n    get_auth_status_from_result  CC=2  out:0\n    is_authenticated_from_result  CC=1  out:0\n  src.tagi.providers.utils.pr  [2 funcs]\n    build_pr_command  CC=5  out:2\n    execute_pr_command  CC=2  out:0\n  src.tagi.utils.change_filter  [9 funcs]\n    _changes_matching_all  CC=4  out:1\n    _changes_matching_any  CC=4  out:1\n    _changes_matching_tag  CC=3  out:0\n    _normalize_tag  CC=2  out:1\n    _resolve_tag_enums  CC=3  out:3\n    filter_changes_by_tag  CC=1  out:1\n    filter_changes_by_tags_all  CC=1  out:1\n    filter_changes_by_tags_any  CC=1  out:1\n    resolve_filtered_changes  CC=5  out:7\n  src.tagi.utils.change_stats  [2 funcs]\n    calculate_tag_statistics  CC=1  out:2\n    display_statistics_table  CC=1  out:12\n  src.tagi.utils.logger  [1 funcs]\n    setup_logger  CC=4  out:15\n  src.tagi.utils.paths  [3 funcs]\n    path_endswith  CC=1  out:2\n    path_key  CC=1  out:1\n    path_matches  CC=1  out:2\n  src.tagi.utils.publish_helpers  [2 funcs]\n    create_publish_group  CC=1  out:4\n    detect_and_get_provider  CC=1  out:1\n  src.tagi.utils.risk  [2 funcs]\n    average_risk  CC=3  out:2\n    total_lines_changed  CC=2  out:1\n  src.tagi.utils.send_helpers  [1 funcs]\n    create_change_group  CC=2  out:4\n  src.tagi.utils.summary_helpers  [1 funcs]\n    build_statistics_section  CC=1  out:4\n  tagi.cli.provider_commands  [5 funcs]\n    _current_branch  CC=2  out:2\n    _pr_spec  CC=1  out:2\n    create_mr  CC=4  out:8\n    create_pr  CC=4  out:8\n    detect_provider_command  CC=2  out:3\n  tagi.executor.git  [1 funcs]\n    _run_command  CC=1  out:1\n  tagi.planner.branch_grouper  [2 funcs]\n    get_branch_info  CC=5  out:6\n    group_by_branch  CC=8  out:10\n  tagi.providers.base  [1 funcs]\n    _run_command  CC=1  out:1\n  tagi.providers.github  [3 funcs]\n    create_pr  CC=1  out:3\n    get_auth_status  CC=1  out:2\n    is_authenticated  CC=1  out:2\n  tagi.providers.gitlab  [3 funcs]\n    create_pr  CC=1  out:3\n    get_auth_status  CC=1  out:2\n    is_authenticated  CC=1  out:2\n  tagi.scanner.diff  [2 funcs]\n    get_diff  CC=1  out:1\n    get_staged_diff  CC=1  out:1\n  tagi.scanner.files  [1 funcs]\n    count_lines_changed  CC=7  out:7\n  tagi.scanner.status  [2 funcs]\n    parse_status  CC=4  out:0\n    scan_repo  CC=7  out:15\n  tagi.utils.commands  [1 funcs]\n    run_command  CC=1  out:1\n  tagi.utils.detect_provider  [2 funcs]\n    detect_git_provider  CC=5  out:2\n    get_provider  CC=3  out:3\n\nEDGES:\n  src.tagi.config.Config.get_tag_for_path → src.tagi.utils.paths.path_matches\n  src.tagi.config.Config.get_heuristics_for_path → src.tagi.utils.paths.path_matches\n  src.tagi.config.Config.should_ignore → src.tagi.utils.paths.path_matches\n  src.tagi.hooks._pre_commit_hook → src.tagi.hooks._hooks_dir\n  src.tagi.hooks.install_hooks → src.tagi.hooks._pre_commit_hook\n  src.tagi.hooks.install_hooks → src.tagi.hooks._hooks_dir\n  src.tagi.hooks.uninstall_hooks → src.tagi.hooks._pre_commit_hook\n  src.tagi.hooks.check_hooks_installed → src.tagi.hooks._pre_commit_hook\n  src.tagi.hooks.list_hooks → src.tagi.hooks._hooks_dir\n  src.tagi.hooks.run_hook → src.tagi.hooks._hooks_dir\n  src.tagi.analyzer.dependency_graph.analyze_python_imports → src.tagi.analyzer.dependency_graph._collect_import_names\n  src.tagi.analyzer.dependency_graph.build_dependency_graph → src.tagi.analyzer.dependency_graph.analyze_python_imports\n  src.tagi.analyzer.dependency_graph._dfs_visit → src.tagi.analyzer.dependency_graph._mark\n  src.tagi.analyzer.dependency_graph._dfs_visit → src.tagi.analyzer.dependency_graph._cycle_from\n  src.tagi.analyzer.dependency_graph.detect_cycles → src.tagi.analyzer.dependency_graph._dfs_visit\n  src.tagi.analyzer.dependency_graph._find_longest_start → src.tagi.analyzer.dependency_graph._longest_path_length\n  src.tagi.analyzer.dependency_graph._reconstruct_critical_path → src.tagi.analyzer.dependency_graph._next_critical_node\n  src.tagi.analyzer.dependency_graph.get_critical_path → src.tagi.analyzer.dependency_graph._find_longest_start\n  src.tagi.analyzer.dependency_graph.get_critical_path → src.tagi.analyzer.dependency_graph._reconstruct_critical_path\n  src.tagi.analyzer.metrics.MetricsCollector.collect → src.tagi.utils.risk.total_lines_changed\n  src.tagi.analyzer.metrics.MetricsCollector.collect → src.tagi.utils.risk.average_risk\n  src.tagi.planner.sorter.group_by_complexity → src.tagi.planner.sorter.sort_by_complexity\n  src.tagi.planner.grouper.group_changes → src.tagi.planner.grouper._get_primary_tag\n  src.tagi.planner.grouper.group_changes → src.tagi.utils.risk.total_lines_changed\n  src.tagi.planner.grouper.group_changes → src.tagi.utils.risk.average_risk\n  src.tagi.planner.grouper.group_by_tag → src.tagi.planner.selector.select_changes_by_tag\n  tagi.planner.branch_grouper.group_by_branch → tagi.utils.commands.run_command\n  tagi.planner.branch_grouper.get_branch_info → tagi.utils.commands.run_command\n  src.tagi.cli.git_operations._is_known_tag → src.tagi.cli.git_operations._ensure_tag_prefix\n  src.tagi.cli.git_operations._resolve_send_target → src.tagi.cli.git_operations._is_known_tag\n  src.tagi.cli.git_operations._filter_by_tag → src.tagi.utils.change_filter.resolve_filtered_changes\n  src.tagi.cli.git_operations._filter_by_tag → src.tagi.cli.git_operations._ensure_tag_prefix\n  src.tagi.cli.git_operations._execute_git_operations → tagi.utils.detect_provider.get_provider\n  src.tagi.cli.git_operations.send_command → src.tagi.cli.git_operations._resolve_send_target\n  src.tagi.cli.git_operations.auto_command → src.tagi.cli.main._configure_command_logging\n  src.tagi.cli.git_operations.auto_command → src.tagi.cli.git_operations.send_command\n  src.tagi.cli.inspection_commands.inspect_command → src.tagi.utils.change_filter.resolve_filtered_changes\n  src.tagi.cli.inspection_commands.inspect_command → src.tagi.utils.change_stats.display_statistics_table\n  src.tagi.cli.inspection_commands.inspect_command → src.tagi.cli.display_utils._display_changes\n  src.tagi.cli.inspection_commands.inspect_command → src.tagi.cli.scan_utils.scan_and_tag\n  src.tagi.cli.inspection_commands.filter_command → src.tagi.utils.change_filter.resolve_filtered_changes\n  src.tagi.cli.inspection_commands.filter_command → src.tagi.utils.change_stats.display_statistics_table\n  src.tagi.cli.inspection_commands.filter_command → src.tagi.cli.display_utils._display_changes\n  src.tagi.cli.inspection_commands.filter_command → src.tagi.cli.scan_utils.scan_and_tag\n  src.tagi.cli.inspection_commands.file_command → tagi.scanner.diff.get_diff\n  tagi.cli.provider_commands.detect_provider_command → tagi.utils.detect_provider.get_provider\n  tagi.cli.provider_commands._current_branch → tagi.utils.commands.run_command\n  tagi.cli.provider_commands._pr_spec → tagi.cli.provider_commands._current_branch\n  tagi.cli.provider_commands.create_pr → tagi.utils.detect_provider.get_provider\n  tagi.cli.provider_commands.create_pr → tagi.cli.provider_commands._pr_spec\n", "is_subdir": false}, {"name": "calls.yaml", "rel_path": "calls.yaml", "path": "calls.yaml", "size": "62.7KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "project: /home/tom/github/semcod/tagi\ngenerated_from: code2llm call graph analysis\nstats:\n  total_nodes: 147\n  total_edges: 165\n  modules_count: 45\nnodes:\n  src.tagi.analyzer.dependency_graph._mark:\n    name: _mark\n    module: src.tagi.analyzer.dependency_graph\n    line: 147\n    cyclomatic_complexity: 1\n    calls_out: 0\n    calls_in: 2\n  src.tagi.providers.utils.auth.get_auth_status_from_result:\n    name: get_auth_status_from_result\n    module: src.tagi.providers.utils.auth\n    line: 7\n    cyclomatic_complexity: 2\n    calls_out: 0\n    calls_in: 2\n  src.tagi.utils.summary_helpers.build_statistics_section:\n    name: build_statistics_section\n    module: src.tagi.utils.summary_helpers\n    line: 31\n    cyclomatic_complexity: 1\n    calls_out: 4\n    calls_in: 0\n  src.tagi.cli.utility_commands.hooks_command:\n    name: hooks_command\n    module: src.tagi.cli.utility_commands\n    line: 131\n    cyclomatic_complexity: 10\n    calls_out: 26\n    calls_in: 0\n  src.tagi.cli.git_operations.send_command:\n    name: send_command\n    module: src.tagi.cli.git_operations\n    line: 90\n    cyclomatic_complexity: 7\n    calls_out: 26\n    calls_in: 1\n  src.tagi.analyzer.metrics.MetricsCollector.collect:\n    name: collect\n    module: src.tagi.analyzer.metrics\n    line: 25\n    cyclomatic_complexity: 10\n    calls_out: 5\n    calls_in: 0\n  src.tagi.composer.formats._detailed_file_lines:\n    name: _detailed_file_lines\n    module: src.tagi.composer.formats\n    line: 75\n    cyclomatic_complexity: 3\n    calls_out: 1\n    calls_in: 1\n  src.tagi.config.Config.get_heuristics_for_path:\n    name: get_heuristics_for_path\n    module: src.tagi.config\n    line: 89\n    cyclomatic_complexity: 4\n    calls_out: 2\n    calls_in: 0\n  src.tagi.heuristics.tags._size_tags:\n    name: _size_tags\n    module: src.tagi.heuristics.tags\n    line: 60\n    cyclomatic_complexity: 3\n    calls_out: 0\n    calls_in: 1\n  src.tagi.utils.change_filter._normalize_tag:\n    name: _normalize_tag\n    module: src.tagi.utils.change_filter\n    line: 14\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 2\n  src.tagi.utils.change_filter.filter_changes_by_tag:\n    name: filter_changes_by_tag\n    module: src.tagi.utils.change_filter\n    line: 84\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.composer.formats.generate_conventional_message:\n    name: generate_conventional_message\n    module: src.tagi.composer.formats\n    line: 42\n    cyclomatic_complexity: 4\n    calls_out: 5\n    calls_in: 0\n  src.tagi.cli.publishing_commands.publish_command:\n    name: publish_command\n    module: src.tagi.cli.publishing_commands\n    line: 23\n    cyclomatic_complexity: 11\n    calls_out: 36\n    calls_in: 0\n  src.tagi.composer.commit_message._improve_with_llm:\n    name: _improve_with_llm\n    module: src.tagi.composer.commit_message\n    line: 52\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.composer._tags.infer_scope:\n    name: infer_scope\n    module: src.tagi.composer._tags\n    line: 41\n    cyclomatic_complexity: 7\n    calls_out: 2\n    calls_in: 1\n  src.tagi.utils.send_helpers.create_change_group:\n    name: create_change_group\n    module: src.tagi.utils.send_helpers\n    line: 8\n    cyclomatic_complexity: 2\n    calls_out: 4\n    calls_in: 2\n  src.tagi.analyzer.dependency_graph._cycle_from:\n    name: _cycle_from\n    module: src.tagi.analyzer.dependency_graph\n    line: 152\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 1\n  tagi.utils.detect_provider.get_provider:\n    name: get_provider\n    module: tagi.utils.detect_provider\n    line: 12\n    cyclomatic_complexity: 3\n    calls_out: 3\n    calls_in: 6\n  src.tagi.hooks._pre_commit_hook:\n    name: _pre_commit_hook\n    module: src.tagi.hooks\n    line: 13\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 3\n  src.tagi.analyzer.dependency_graph._next_critical_node:\n    name: _next_critical_node\n    module: src.tagi.analyzer.dependency_graph\n    line: 226\n    cyclomatic_complexity: 5\n    calls_out: 2\n    calls_in: 1\n  src.tagi.cli.utility_commands._ensure_tag_prefix:\n    name: _ensure_tag_prefix\n    module: src.tagi.cli.utility_commands\n    line: 18\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 1\n  src.tagi.cli.inspection_commands.inspect_command:\n    name: inspect_command\n    module: src.tagi.cli.inspection_commands\n    line: 19\n    cyclomatic_complexity: 7\n    calls_out: 17\n    calls_in: 0\n  src.tagi.cli.utility_commands.summary_command:\n    name: summary_command\n    module: src.tagi.cli.utility_commands\n    line: 25\n    cyclomatic_complexity: 7\n    calls_out: 28\n    calls_in: 0\n  src.tagi.config.load_config:\n    name: load_config\n    module: src.tagi.config\n    line: 116\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 6\n  src.tagi.heuristics.rules.get_custom_rules:\n    name: get_custom_rules\n    module: src.tagi.heuristics.rules\n    line: 13\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.cli.publishing_commands.deploy_command:\n    name: deploy_command\n    module: src.tagi.cli.publishing_commands\n    line: 96\n    cyclomatic_complexity: 5\n    calls_out: 22\n    calls_in: 0\n  src.tagi.composer._templates.render_template:\n    name: render_template\n    module: src.tagi.composer._templates\n    line: 10\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.utils.publish_helpers.create_publish_group:\n    name: create_publish_group\n    module: src.tagi.utils.publish_helpers\n    line: 22\n    cyclomatic_complexity: 1\n    calls_out: 4\n    calls_in: 1\n  src.tagi.utils.paths.path_key:\n    name: path_key\n    module: src.tagi.utils.paths\n    line: 12\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 2\n  tagi.providers.gitlab.GitLabProvider.is_authenticated:\n    name: is_authenticated\n    module: tagi.providers.gitlab\n    line: 16\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.composer._tags.all_tags:\n    name: all_tags\n    module: src.tagi.composer._tags\n    line: 8\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 3\n  src.tagi.hooks.install_hooks:\n    name: install_hooks\n    module: src.tagi.hooks\n    line: 17\n    cyclomatic_complexity: 2\n    calls_out: 5\n    calls_in: 0\n  src.tagi.cli.inspection_commands.filter_command:\n    name: filter_command\n    module: src.tagi.cli.inspection_commands\n    line: 56\n    cyclomatic_complexity: 6\n    calls_out: 16\n    calls_in: 0\n  src.tagi.hooks.check_hooks_installed:\n    name: check_hooks_installed\n    module: src.tagi.hooks\n    line: 68\n    cyclomatic_complexity: 2\n    calls_out: 3\n    calls_in: 1\n  src.tagi.heuristics.metrics._calculate_complexity:\n    name: _calculate_complexity\n    module: src.tagi.heuristics.metrics\n    line: 88\n    cyclomatic_complexity: 1\n    calls_out: 6\n    calls_in: 1\n  src.tagi.cli.git_operations._resolve_send_target:\n    name: _resolve_send_target\n    module: src.tagi.cli.git_operations\n    line: 37\n    cyclomatic_complexity: 5\n    calls_out: 5\n    calls_in: 1\n  src.tagi.cli.display_utils._display_changes_grouped:\n    name: _display_changes_grouped\n    module: src.tagi.cli.display_utils\n    line: 64\n    cyclomatic_complexity: 5\n    calls_out: 3\n    calls_in: 1\n  src.tagi.cli.core_commands.scan_command:\n    name: scan_command\n    module: src.tagi.cli.core_commands\n    line: 14\n    cyclomatic_complexity: 3\n    calls_out: 7\n    calls_in: 0\n  src.tagi.composer.formats.generate_simple_message:\n    name: generate_simple_message\n    module: src.tagi.composer.formats\n    line: 102\n    cyclomatic_complexity: 5\n    calls_out: 6\n    calls_in: 0\n  src.tagi.heuristics.scoring._change_type_risk_weight:\n    name: _change_type_risk_weight\n    module: src.tagi.heuristics.scoring\n    line: 39\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 1\n  tagi.providers.github.GitHubProvider.is_authenticated:\n    name: is_authenticated\n    module: tagi.providers.github\n    line: 15\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.cli.display_utils._format_tags:\n    name: _format_tags\n    module: src.tagi.cli.display_utils\n    line: 35\n    cyclomatic_complexity: 5\n    calls_out: 3\n    calls_in: 4\n  src.tagi.config.Config.get_tag_for_path:\n    name: get_tag_for_path\n    module: src.tagi.config\n    line: 73\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 0\n  src.tagi.heuristics.metrics._calculate_test_impact:\n    name: _calculate_test_impact\n    module: src.tagi.heuristics.metrics\n    line: 134\n    cyclomatic_complexity: 4\n    calls_out: 3\n    calls_in: 1\n  src.tagi.heuristics.metrics._extension_complexity_weight:\n    name: _extension_complexity_weight\n    module: src.tagi.heuristics.metrics\n    line: 34\n    cyclomatic_complexity: 3\n    calls_out: 1\n    calls_in: 1\n  src.tagi.utils.change_filter._changes_matching_any:\n    name: _changes_matching_any\n    module: src.tagi.utils.change_filter\n    line: 35\n    cyclomatic_complexity: 4\n    calls_out: 1\n    calls_in: 1\n  src.tagi.analyzer.dependency_graph.analyze_python_imports:\n    name: analyze_python_imports\n    module: src.tagi.analyzer.dependency_graph\n    line: 33\n    cyclomatic_complexity: 2\n    calls_out: 4\n    calls_in: 1\n  src.tagi.cli.main.detect_provider:\n    name: detect_provider\n    module: src.tagi.cli.main\n    line: 111\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.planner.grouper.group_by_tag:\n    name: group_by_tag\n    module: src.tagi.planner.grouper\n    line: 37\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.cli.git_operations._execute_git_operations:\n    name: _execute_git_operations\n    module: src.tagi.cli.git_operations\n    line: 71\n    cyclomatic_complexity: 5\n    calls_out: 11\n    calls_in: 1\n  src.tagi.cli.core_commands.list_command:\n    name: list_command\n    module: src.tagi.cli.core_commands\n    line: 40\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.composer.formats._describe_changes:\n    name: _describe_changes\n    module: src.tagi.composer.formats\n    line: 35\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.planner.selector.select_changes_by_tag:\n    name: select_changes_by_tag\n    module: src.tagi.planner.selector\n    line: 8\n    cyclomatic_complexity: 3\n    calls_out: 0\n    calls_in: 1\n  src.tagi.utils.change_filter.filter_changes_by_tags_all:\n    name: filter_changes_by_tags_all\n    module: src.tagi.utils.change_filter\n    line: 110\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.utils.change_filter.resolve_filtered_changes:\n    name: resolve_filtered_changes\n    module: src.tagi.utils.change_filter\n    line: 45\n    cyclomatic_complexity: 5\n    calls_out: 7\n    calls_in: 9\n  src.tagi.utils.risk.average_risk:\n    name: average_risk\n    module: src.tagi.utils.risk\n    line: 22\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 8\n  src.tagi.composer._tags.summary_tag:\n    name: summary_tag\n    module: src.tagi.composer._tags\n    line: 20\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 4\n  src.tagi.cli.core_commands._do_list_groups:\n    name: _do_list_groups\n    module: src.tagi.cli.core_commands\n    line: 47\n    cyclomatic_complexity: 4\n    calls_out: 7\n    calls_in: 2\n  src.tagi.analyzer.dependency_graph.get_critical_path:\n    name: get_critical_path\n    module: src.tagi.analyzer.dependency_graph\n    line: 262\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 0\n  src.tagi.planner.grouper._get_primary_tag:\n    name: _get_primary_tag\n    module: src.tagi.planner.grouper\n    line: 54\n    cyclomatic_complexity: 4\n    calls_out: 0\n    calls_in: 1\n  src.tagi.hooks.uninstall_hooks:\n    name: uninstall_hooks\n    module: src.tagi.hooks\n    line: 49\n    cyclomatic_complexity: 3\n    calls_out: 3\n    calls_in: 0\n  src.tagi.planner.sorter.group_by_complexity:\n    name: group_by_complexity\n    module: src.tagi.planner.sorter\n    line: 80\n    cyclomatic_complexity: 5\n    calls_out: 7\n    calls_in: 0\n  src.tagi.cli.git_operations._ensure_tag_prefix:\n    name: _ensure_tag_prefix\n    module: src.tagi.cli.git_operations\n    line: 21\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 2\n  src.tagi.heuristics.rules.get_custom_heuristics:\n    name: get_custom_heuristics\n    module: src.tagi.heuristics.rules\n    line: 18\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.analyzer.dependency_graph._longest_path_length:\n    name: _longest_path_length\n    module: src.tagi.analyzer.dependency_graph\n    line: 203\n    cyclomatic_complexity: 4\n    calls_out: 3\n    calls_in: 2\n  src.tagi.utils.paths.path_endswith:\n    name: path_endswith\n    module: src.tagi.utils.paths\n    line: 22\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 6\n  src.tagi.heuristics.tags._tag_change:\n    name: _tag_change\n    module: src.tagi.heuristics.tags\n    line: 23\n    cyclomatic_complexity: 2\n    calls_out: 10\n    calls_in: 1\n  src.tagi.cli.main._configure_command_logging:\n    name: _configure_command_logging\n    module: src.tagi.cli.main\n    line: 44\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  tagi.cli.provider_commands.detect_provider_command:\n    name: detect_provider_command\n    module: tagi.cli.provider_commands\n    line: 17\n    cyclomatic_complexity: 2\n    calls_out: 3\n    calls_in: 1\n  src.tagi.planner.grouper.group_changes:\n    name: group_changes\n    module: src.tagi.planner.grouper\n    line: 10\n    cyclomatic_complexity: 4\n    calls_out: 10\n    calls_in: 0\n  src.tagi.composer.formats._commit_type:\n    name: _commit_type\n    module: src.tagi.composer.formats\n    line: 27\n    cyclomatic_complexity: 3\n    calls_out: 0\n    calls_in: 1\n  tagi.providers.github.GitHubProvider.get_auth_status:\n    name: get_auth_status\n    module: tagi.providers.github\n    line: 19\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  src.tagi.utils.change_filter._resolve_tag_enums:\n    name: _resolve_tag_enums\n    module: src.tagi.utils.change_filter\n    line: 24\n    cyclomatic_complexity: 3\n    calls_out: 3\n    calls_in: 1\n  src.tagi.heuristics.scoring._lines_risk_weight:\n    name: _lines_risk_weight\n    module: src.tagi.heuristics.scoring\n    line: 29\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 1\n  src.tagi.heuristics.tags.apply_path_tags:\n    name: apply_path_tags\n    module: src.tagi.heuristics.tags\n    line: 70\n    cyclomatic_complexity: 4\n    calls_out: 2\n    calls_in: 1\n  src.tagi.utils.publish_helpers.detect_and_get_provider:\n    name: detect_and_get_provider\n    module: src.tagi.utils.publish_helpers\n    line: 10\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.heuristics.metrics._extension_impact_weight:\n    name: _extension_impact_weight\n    module: src.tagi.heuristics.metrics\n    line: 42\n    cyclomatic_complexity: 3\n    calls_out: 1\n    calls_in: 1\n  tagi.planner.branch_grouper.group_by_branch:\n    name: group_by_branch\n    module: tagi.planner.branch_grouper\n    line: 7\n    cyclomatic_complexity: 8\n    calls_out: 10\n    calls_in: 0\n  tagi.planner.branch_grouper.get_branch_info:\n    name: get_branch_info\n    module: tagi.planner.branch_grouper\n    line: 56\n    cyclomatic_complexity: 5\n    calls_out: 6\n    calls_in: 0\n  src.tagi.cli.display_utils._display_groups:\n    name: _display_groups\n    module: src.tagi.cli.display_utils\n    line: 52\n    cyclomatic_complexity: 4\n    calls_out: 6\n    calls_in: 1\n  tagi.scanner.status.scan_repo:\n    name: scan_repo\n    module: tagi.scanner.status\n    line: 11\n    cyclomatic_complexity: 7\n    calls_out: 15\n    calls_in: 0\n  src.tagi.composer.summary.generate_summary:\n    name: generate_summary\n    module: src.tagi.composer.summary\n    line: 10\n    cyclomatic_complexity: 8\n    calls_out: 8\n    calls_in: 0\n  src.tagi.utils.change_filter._changes_matching_tag:\n    name: _changes_matching_tag\n    module: src.tagi.utils.change_filter\n    line: 19\n    cyclomatic_complexity: 3\n    calls_out: 0\n    calls_in: 1\n  src.tagi.heuristics.scoring.calculate_risk_score:\n    name: calculate_risk_score\n    module: src.tagi.heuristics.scoring\n    line: 20\n    cyclomatic_complexity: 1\n    calls_out: 4\n    calls_in: 1\n  src.tagi.utils.paths.path_matches:\n    name: path_matches\n    module: src.tagi.utils.paths\n    line: 17\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 6\n  src.tagi.analyzer.dependency_graph._find_longest_start:\n    name: _find_longest_start\n    module: src.tagi.analyzer.dependency_graph\n    line: 221\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 1\n  src.tagi.utils.change_filter._changes_matching_all:\n    name: _changes_matching_all\n    module: src.tagi.utils.change_filter\n    line: 40\n    cyclomatic_complexity: 4\n    calls_out: 1\n    calls_in: 1\n  tagi.providers.base.BaseProvider._run_command:\n    name: _run_command\n    module: tagi.providers.base\n    line: 50\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.composer.formats._count_tags:\n    name: _count_tags\n    module: src.tagi.composer.formats\n    line: 66\n    cyclomatic_complexity: 3\n    calls_out: 1\n    calls_in: 1\n  src.tagi.cli.inspection_commands.file_command:\n    name: file_command\n    module: src.tagi.cli.inspection_commands\n    line: 89\n    cyclomatic_complexity: 7\n    calls_out: 14\n    calls_in: 0\n  src.tagi.cli.main._is_known_tag:\n    name: _is_known_tag\n    module: src.tagi.cli.main\n    line: 57\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.utils.change_filter.filter_changes_by_tags_any:\n    name: filter_changes_by_tags_any\n    module: src.tagi.utils.change_filter\n    line: 97\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 1\n  src.tagi.cli.main._ensure_tag_prefix:\n    name: _ensure_tag_prefix\n    module: src.tagi.cli.main\n    line: 50\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 1\n  tagi.cli.provider_commands.create_pr:\n    name: create_pr\n    module: tagi.cli.provider_commands\n    line: 41\n    cyclomatic_complexity: 4\n    calls_out: 8\n    calls_in: 0\n  src.tagi.cli.git_operations.auto_command:\n    name: auto_command\n    module: src.tagi.cli.git_operations\n    line: 148\n    cyclomatic_complexity: 1\n    calls_out: 8\n    calls_in: 0\n  src.tagi.utils.change_stats.calculate_tag_statistics:\n    name: calculate_tag_statistics\n    module: src.tagi.utils.change_stats\n    line: 17\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 3\n  src.tagi.heuristics.metrics._calculate_dependency_depth:\n    name: _calculate_dependency_depth\n    module: src.tagi.heuristics.metrics\n    line: 148\n    cyclomatic_complexity: 4\n    calls_out: 3\n    calls_in: 1\n  tagi.utils.detect_provider.detect_git_provider:\n    name: detect_git_provider\n    module: tagi.utils.detect_provider\n    line: 29\n    cyclomatic_complexity: 5\n    calls_out: 2\n    calls_in: 1\n  src.tagi.utils.change_stats.display_statistics_table:\n    name: display_statistics_table\n    module: src.tagi.utils.change_stats\n    line: 29\n    cyclomatic_complexity: 1\n    calls_out: 12\n    calls_in: 4\n  src.tagi.composer.commit_message.generate_commit_message:\n    name: generate_commit_message\n    module: src.tagi.composer.commit_message\n    line: 36\n    cyclomatic_complexity: 5\n    calls_out: 8\n    calls_in: 1\n  src.tagi.providers.utils.pr.build_pr_command:\n    name: build_pr_command\n    module: src.tagi.providers.utils.pr\n    line: 10\n    cyclomatic_complexity: 5\n    calls_out: 2\n    calls_in: 2\n  src.tagi.utils.risk.total_lines_changed:\n    name: total_lines_changed\n    module: src.tagi.utils.risk\n    line: 8\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 8\n  src.tagi.heuristics.scoring._tag_risk_weight:\n    name: _tag_risk_weight\n    module: src.tagi.heuristics.scoring\n    line: 34\n    cyclomatic_complexity: 3\n    calls_out: 2\n    calls_in: 1\n  src.tagi.analyzer.dependency_graph._collect_import_names:\n    name: _collect_import_names\n    module: src.tagi.analyzer.dependency_graph\n    line: 10\n    cyclomatic_complexity: 7\n    calls_out: 5\n    calls_in: 1\n  src.tagi.heuristics.tags.apply_tags:\n    name: apply_tags\n    module: src.tagi.heuristics.tags\n    line: 13\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 0\n  tagi.scanner.files.count_lines_changed:\n    name: count_lines_changed\n    module: tagi.scanner.files\n    line: 8\n    cyclomatic_complexity: 7\n    calls_out: 7\n    calls_in: 1\n  src.tagi.composer.formats.generate_detailed_message:\n    name: generate_detailed_message\n    module: src.tagi.composer.formats\n    line: 84\n    cyclomatic_complexity: 3\n    calls_out: 6\n    calls_in: 0\n  src.tagi.cli.core_commands.stats_command:\n    name: stats_command\n    module: src.tagi.cli.core_commands\n    line: 65\n    cyclomatic_complexity: 7\n    calls_out: 15\n    calls_in: 0\n  tagi.scanner.diff.get_staged_diff:\n    name: get_staged_diff\n    module: tagi.scanner.diff\n    line: 11\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  src.tagi.analyzer.dependency_graph.detect_cycles:\n    name: detect_cycles\n    module: src.tagi.analyzer.dependency_graph\n    line: 184\n    cyclomatic_complexity: 4\n    calls_out: 1\n    calls_in: 0\n  src.tagi.cli.display_utils._display_changes:\n    name: _display_changes\n    module: src.tagi.cli.display_utils\n    line: 14\n    cyclomatic_complexity: 3\n    calls_out: 8\n    calls_in: 3\n  src.tagi.cli.git_operations._is_known_tag:\n    name: _is_known_tag\n    module: src.tagi.cli.git_operations\n    line: 28\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.heuristics.metrics._calculate_impact:\n    name: _calculate_impact\n    module: src.tagi.heuristics.metrics\n    line: 106\n    cyclomatic_complexity: 1\n    calls_out: 3\n    calls_in: 1\n  src.tagi.hooks.run_hook:\n    name: run_hook\n    module: src.tagi.hooks\n    line: 107\n    cyclomatic_complexity: 2\n    calls_out: 5\n    calls_in: 0\n  src.tagi.providers.utils.auth.is_authenticated_from_result:\n    name: is_authenticated_from_result\n    module: src.tagi.providers.utils.auth\n    line: 23\n    cyclomatic_complexity: 1\n    calls_out: 0\n    calls_in: 2\n  tagi.utils.commands.run_command:\n    name: run_command\n    module: tagi.utils.commands\n    line: 12\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 10\n  src.tagi.composer.formats.generate_oneline_message:\n    name: generate_oneline_message\n    module: src.tagi.composer.formats\n    line: 115\n    cyclomatic_complexity: 4\n    calls_out: 3\n    calls_in: 0\n  src.tagi.heuristics.tags._custom_config_tags:\n    name: _custom_config_tags\n    module: src.tagi.heuristics.tags\n    line: 49\n    cyclomatic_complexity: 3\n    calls_out: 3\n    calls_in: 1\n  src.tagi.composer._tags.all_tag_values:\n    name: all_tag_values\n    module: src.tagi.composer._tags\n    line: 15\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 0\n  tagi.cli.provider_commands.create_mr:\n    name: create_mr\n    module: tagi.cli.provider_commands\n    line: 61\n    cyclomatic_complexity: 4\n    calls_out: 8\n    calls_in: 0\n  src.tagi.providers.utils.pr.execute_pr_command:\n    name: execute_pr_command\n    module: src.tagi.providers.utils.pr\n    line: 35\n    cyclomatic_complexity: 2\n    calls_out: 0\n    calls_in: 2\n  tagi.cli.provider_commands._current_branch:\n    name: _current_branch\n    module: tagi.cli.provider_commands\n    line: 27\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.cli.main.setup_logging:\n    name: setup_logging\n    module: src.tagi.cli.main\n    line: 37\n    cyclomatic_complexity: 2\n    calls_out: 4\n    calls_in: 0\n  src.tagi.hooks.list_hooks:\n    name: list_hooks\n    module: src.tagi.hooks\n    line: 86\n    cyclomatic_complexity: 5\n    calls_out: 7\n    calls_in: 0\n  tagi.cli.provider_commands._pr_spec:\n    name: _pr_spec\n    module: tagi.cli.provider_commands\n    line: 36\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 2\n  src.tagi.config.Config.should_ignore:\n    name: should_ignore\n    module: src.tagi.config\n    line: 111\n    cyclomatic_complexity: 2\n    calls_out: 2\n    calls_in: 1\n  src.tagi.cli.main._resolve_send_target:\n    name: _resolve_send_target\n    module: src.tagi.cli.main\n    line: 66\n    cyclomatic_complexity: 5\n    calls_out: 5\n    calls_in: 0\n  src.tagi.utils.logger.setup_logger:\n    name: setup_logger\n    module: src.tagi.utils.logger\n    line: 9\n    cyclomatic_complexity: 4\n    calls_out: 15\n    calls_in: 2\n  src.tagi.cli.scan_utils.scan_and_tag:\n    name: scan_and_tag\n    module: src.tagi.cli.scan_utils\n    line: 10\n    cyclomatic_complexity: 3\n    calls_out: 6\n    calls_in: 11\n  tagi.scanner.diff.get_diff:\n    name: get_diff\n    module: tagi.scanner.diff\n    line: 6\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 3\n  src.tagi.heuristics.rules._get_config_attr:\n    name: _get_config_attr\n    module: src.tagi.heuristics.rules\n    line: 8\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 2\n  src.tagi.heuristics.metrics._calculate_stability:\n    name: _calculate_stability\n    module: src.tagi.heuristics.metrics\n    line: 117\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 1\n  src.tagi.cli.utility_commands.draft_command:\n    name: draft_command\n    module: src.tagi.cli.utility_commands\n    line: 180\n    cyclomatic_complexity: 4\n    calls_out: 17\n    calls_in: 0\n  tagi.providers.github.GitHubProvider.create_pr:\n    name: create_pr\n    module: tagi.providers.github\n    line: 30\n    cyclomatic_complexity: 1\n    calls_out: 3\n    calls_in: 0\n  src.tagi.heuristics.metrics.calculate_metrics:\n    name: calculate_metrics\n    module: src.tagi.heuristics.metrics\n    line: 50\n    cyclomatic_complexity: 1\n    calls_out: 6\n    calls_in: 1\n  src.tagi.cli.core_commands.list_groups_command:\n    name: list_groups_command\n    module: src.tagi.cli.core_commands\n    line: 33\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  tagi.executor.git.GitExecutor._run_command:\n    name: _run_command\n    module: tagi.executor.git\n    line: 15\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 0\n  tagi.providers.gitlab.GitLabProvider.get_auth_status:\n    name: get_auth_status\n    module: tagi.providers.gitlab\n    line: 20\n    cyclomatic_complexity: 1\n    calls_out: 2\n    calls_in: 0\n  tagi.providers.gitlab.GitLabProvider.create_pr:\n    name: create_pr\n    module: tagi.providers.gitlab\n    line: 39\n    cyclomatic_complexity: 1\n    calls_out: 3\n    calls_in: 0\n  src.tagi.cli.publishing_commands._ensure_tag_prefix:\n    name: _ensure_tag_prefix\n    module: src.tagi.cli.publishing_commands\n    line: 16\n    cyclomatic_complexity: 2\n    calls_out: 1\n    calls_in: 2\n  src.tagi.analyzer.dependency_graph._dfs_visit:\n    name: _dfs_visit\n    module: src.tagi.analyzer.dependency_graph\n    line: 158\n    cyclomatic_complexity: 5\n    calls_out: 8\n    calls_in: 2\n  src.tagi.analyzer.dependency_graph._reconstruct_critical_path:\n    name: _reconstruct_critical_path\n    module: src.tagi.analyzer.dependency_graph\n    line: 244\n    cyclomatic_complexity: 3\n    calls_out: 4\n    calls_in: 1\n  tagi.scanner.status.parse_status:\n    name: parse_status\n    module: tagi.scanner.status\n    line: 51\n    cyclomatic_complexity: 4\n    calls_out: 0\n    calls_in: 1\n  src.tagi.cli.git_operations._filter_by_tag:\n    name: _filter_by_tag\n    module: src.tagi.cli.git_operations\n    line: 60\n    cyclomatic_complexity: 3\n    calls_out: 4\n    calls_in: 1\n  src.tagi.hooks._hooks_dir:\n    name: _hooks_dir\n    module: src.tagi.hooks\n    line: 9\n    cyclomatic_complexity: 1\n    calls_out: 1\n    calls_in: 4\n  src.tagi.analyzer.dependency_graph.build_dependency_graph:\n    name: build_dependency_graph\n    module: src.tagi.analyzer.dependency_graph\n    line: 54\n    cyclomatic_complexity: 3\n    calls_out: 4\n    calls_in: 0\n  src.tagi.planner.sorter.sort_by_complexity:\n    name: sort_by_complexity\n    module: src.tagi.planner.sorter\n    line: 7\n    cyclomatic_complexity: 1\n    calls_out: 4\n    calls_in: 2\nedges:\n- caller: src.tagi.config.Config.get_tag_for_path\n  callee: src.tagi.utils.paths.path_matches\n  call_type: resolved\n- caller: src.tagi.config.Config.get_heuristics_for_path\n  callee: src.tagi.utils.paths.path_matches\n  call_type: resolved\n- caller: src.tagi.config.Config.should_ignore\n  callee: src.tagi.utils.paths.path_matches\n  call_type: resolved\n- caller: src.tagi.hooks._pre_commit_hook\n  callee: src.tagi.hooks._hooks_dir\n  call_type: resolved\n- caller: src.tagi.hooks.install_hooks\n  callee: src.tagi.hooks._pre_commit_hook\n  call_type: resolved\n- caller: src.tagi.hooks.install_hooks\n  callee: src.tagi.hooks._hooks_dir\n  call_type: resolved\n- caller: src.tagi.hooks.uninstall_hooks\n  callee: src.tagi.hooks._pre_commit_hook\n  call_type: resolved\n- caller: src.tagi.hooks.check_hooks_installed\n  callee: src.tagi.hooks._pre_commit_hook\n  call_type: resolved\n- caller: src.tagi.hooks.list_hooks\n  callee: src.tagi.hooks._hooks_dir\n  call_type: resolved\n- caller: src.tagi.hooks.run_hook\n  callee: src.tagi.hooks._hooks_dir\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.analyze_python_imports\n  callee: src.tagi.analyzer.dependency_graph._collect_import_names\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.build_dependency_graph\n  callee: src.tagi.analyzer.dependency_graph.analyze_python_imports\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph._dfs_visit\n  callee: src.tagi.analyzer.dependency_graph._mark\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph._dfs_visit\n  callee: src.tagi.analyzer.dependency_graph._cycle_from\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.detect_cycles\n  callee: src.tagi.analyzer.dependency_graph._dfs_visit\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph._find_longest_start\n  callee: src.tagi.analyzer.dependency_graph._longest_path_length\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph._reconstruct_critical_path\n  callee: src.tagi.analyzer.dependency_graph._next_critical_node\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.get_critical_path\n  callee: src.tagi.analyzer.dependency_graph._find_longest_start\n  call_type: resolved\n- caller: src.tagi.analyzer.dependency_graph.get_critical_path\n  callee: src.tagi.analyzer.dependency_graph._reconstruct_critical_path\n  call_type: resolved\n- caller: src.tagi.analyzer.metrics.MetricsCollector.collect\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.analyzer.metrics.MetricsCollector.collect\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.planner.sorter.group_by_complexity\n  callee: src.tagi.planner.sorter.sort_by_complexity\n  call_type: resolved\n- caller: src.tagi.planner.grouper.group_changes\n  callee: src.tagi.planner.grouper._get_primary_tag\n  call_type: resolved\n- caller: src.tagi.planner.grouper.group_changes\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.planner.grouper.group_changes\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.planner.grouper.group_by_tag\n  callee: src.tagi.planner.selector.select_changes_by_tag\n  call_type: resolved\n- caller: tagi.planner.branch_grouper.group_by_branch\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: tagi.planner.branch_grouper.get_branch_info\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._is_known_tag\n  callee: src.tagi.cli.git_operations._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._resolve_send_target\n  callee: src.tagi.cli.git_operations._is_known_tag\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._filter_by_tag\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._filter_by_tag\n  callee: src.tagi.cli.git_operations._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.git_operations._execute_git_operations\n  callee: tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: src.tagi.cli.git_operations.send_command\n  callee: src.tagi.cli.git_operations._resolve_send_target\n  call_type: resolved\n- caller: src.tagi.cli.git_operations.auto_command\n  callee: src.tagi.cli.main._configure_command_logging\n  call_type: resolved\n- caller: src.tagi.cli.git_operations.auto_command\n  callee: src.tagi.cli.git_operations.send_command\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.inspect_command\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.inspect_command\n  callee: src.tagi.utils.change_stats.display_statistics_table\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.inspect_command\n  callee: src.tagi.cli.display_utils._display_changes\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.inspect_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.filter_command\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.filter_command\n  callee: src.tagi.utils.change_stats.display_statistics_table\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.filter_command\n  callee: src.tagi.cli.display_utils._display_changes\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.filter_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.inspection_commands.file_command\n  callee: tagi.scanner.diff.get_diff\n  call_type: resolved\n- caller: tagi.cli.provider_commands.detect_provider_command\n  callee: tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: tagi.cli.provider_commands._current_branch\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: tagi.cli.provider_commands._pr_spec\n  callee: tagi.cli.provider_commands._current_branch\n  call_type: resolved\n- caller: tagi.cli.provider_commands.create_pr\n  callee: tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: tagi.cli.provider_commands.create_pr\n  callee: tagi.cli.provider_commands._pr_spec\n  call_type: resolved\n- caller: tagi.cli.provider_commands.create_mr\n  callee: tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: tagi.cli.provider_commands.create_mr\n  callee: tagi.cli.provider_commands._pr_spec\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.scan_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.scan_command\n  callee: src.tagi.cli.display_utils._display_changes_grouped\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.scan_command\n  callee: src.tagi.cli.display_utils._display_changes\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.list_groups_command\n  callee: src.tagi.cli.core_commands._do_list_groups\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.list_command\n  callee: src.tagi.cli.core_commands._do_list_groups\n  call_type: resolved\n- caller: src.tagi.cli.core_commands._do_list_groups\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.core_commands._do_list_groups\n  callee: src.tagi.utils.change_stats.calculate_tag_statistics\n  call_type: resolved\n- caller: src.tagi.cli.core_commands._do_list_groups\n  callee: src.tagi.utils.change_stats.display_statistics_table\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.stats_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.stats_command\n  callee: src.tagi.utils.change_stats.display_statistics_table\n  call_type: resolved\n- caller: src.tagi.cli.core_commands.stats_command\n  callee: src.tagi.utils.change_stats.calculate_tag_statistics\n  call_type: resolved\n- caller: src.tagi.cli.display_utils._display_changes\n  callee: src.tagi.cli.display_utils._format_tags\n  call_type: resolved\n- caller: src.tagi.cli.display_utils._display_groups\n  callee: src.tagi.cli.display_utils._format_tags\n  call_type: resolved\n- caller: src.tagi.cli.display_utils._display_changes_grouped\n  callee: src.tagi.cli.display_utils._display_groups\n  call_type: resolved\n- caller: src.tagi.cli.main.setup_logging\n  callee: src.tagi.utils.logger.setup_logger\n  call_type: resolved\n- caller: src.tagi.cli.main._configure_command_logging\n  callee: src.tagi.utils.logger.setup_logger\n  call_type: resolved\n- caller: src.tagi.cli.main._is_known_tag\n  callee: src.tagi.cli.main._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.main._resolve_send_target\n  callee: src.tagi.cli.main._is_known_tag\n  call_type: resolved\n- caller: src.tagi.cli.main.detect_provider\n  callee: tagi.cli.provider_commands.detect_provider_command\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.publish_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.publish_command\n  callee: src.tagi.cli.publishing_commands._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.publish_command\n  callee: src.tagi.utils.publish_helpers.create_publish_group\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.deploy_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.publishing_commands.deploy_command\n  callee: src.tagi.cli.publishing_commands._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.summary_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.summary_command\n  callee: src.tagi.utils.change_stats.calculate_tag_statistics\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.hooks_command\n  callee: src.tagi.hooks.check_hooks_installed\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.draft_command\n  callee: src.tagi.cli.scan_utils.scan_and_tag\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.draft_command\n  callee: src.tagi.cli.utility_commands._ensure_tag_prefix\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.draft_command\n  callee: src.tagi.utils.send_helpers.create_change_group\n  call_type: resolved\n- caller: src.tagi.cli.utility_commands.draft_command\n  callee: src.tagi.composer.commit_message.generate_commit_message\n  call_type: resolved\n- caller: tagi.providers.base.BaseProvider._run_command\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: tagi.providers.gitlab.GitLabProvider.is_authenticated\n  callee: src.tagi.providers.utils.auth.is_authenticated_from_result\n  call_type: resolved\n- caller: tagi.providers.gitlab.GitLabProvider.get_auth_status\n  callee: src.tagi.providers.utils.auth.get_auth_status_from_result\n  call_type: resolved\n- caller: tagi.providers.gitlab.GitLabProvider.create_pr\n  callee: src.tagi.providers.utils.pr.execute_pr_command\n  call_type: resolved\n- caller: tagi.providers.gitlab.GitLabProvider.create_pr\n  callee: src.tagi.providers.utils.pr.build_pr_command\n  call_type: resolved\n- caller: tagi.providers.github.GitHubProvider.is_authenticated\n  callee: src.tagi.providers.utils.auth.is_authenticated_from_result\n  call_type: resolved\n- caller: tagi.providers.github.GitHubProvider.get_auth_status\n  callee: src.tagi.providers.utils.auth.get_auth_status_from_result\n  call_type: resolved\n- caller: tagi.providers.github.GitHubProvider.create_pr\n  callee: src.tagi.providers.utils.pr.execute_pr_command\n  call_type: resolved\n- caller: tagi.providers.github.GitHubProvider.create_pr\n  callee: src.tagi.providers.utils.pr.build_pr_command\n  call_type: resolved\n- caller: tagi.scanner.files.count_lines_changed\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: tagi.scanner.status.scan_repo\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: tagi.scanner.status.scan_repo\n  callee: src.tagi.config.load_config\n  call_type: resolved\n- caller: tagi.scanner.status.scan_repo\n  callee: src.tagi.config.Config.should_ignore\n  call_type: resolved\n- caller: tagi.scanner.status.scan_repo\n  callee: tagi.scanner.status.parse_status\n  call_type: resolved\n- caller: tagi.scanner.diff.get_diff\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: tagi.scanner.diff.get_staged_diff\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: src.tagi.heuristics.scoring.calculate_risk_score\n  callee: src.tagi.heuristics.scoring._lines_risk_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.scoring.calculate_risk_score\n  callee: src.tagi.heuristics.scoring._tag_risk_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.scoring.calculate_risk_score\n  callee: src.tagi.heuristics.scoring._change_type_risk_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics._extension_complexity_weight\n  callee: src.tagi.utils.paths.path_endswith\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics._extension_impact_weight\n  callee: src.tagi.utils.paths.path_endswith\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_complexity\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_impact\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_stability\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_test_impact\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics.calculate_metrics\n  callee: src.tagi.heuristics.metrics._calculate_dependency_depth\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics._calculate_complexity\n  callee: src.tagi.heuristics.metrics._extension_complexity_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics._calculate_impact\n  callee: src.tagi.heuristics.metrics._extension_impact_weight\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics._calculate_test_impact\n  callee: src.tagi.utils.paths.path_endswith\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics._calculate_test_impact\n  callee: src.tagi.utils.paths.path_matches\n  call_type: resolved\n- caller: src.tagi.heuristics.metrics._calculate_dependency_depth\n  callee: src.tagi.utils.paths.path_endswith\n  call_type: resolved\n- caller: src.tagi.heuristics.tags.apply_tags\n  callee: src.tagi.config.load_config\n  call_type: resolved\n- caller: src.tagi.heuristics.tags.apply_tags\n  callee: src.tagi.heuristics.tags._tag_change\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.tags._custom_config_tags\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: tagi.scanner.files.count_lines_changed\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.metrics.calculate_metrics\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.scoring.calculate_risk_score\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.tags.apply_path_tags\n  call_type: resolved\n- caller: src.tagi.heuristics.tags._tag_change\n  callee: src.tagi.heuristics.tags._size_tags\n  call_type: resolved\n- caller: src.tagi.heuristics.tags.apply_path_tags\n  callee: src.tagi.utils.paths.path_matches\n  call_type: resolved\n- caller: src.tagi.heuristics.rules._get_config_attr\n  callee: src.tagi.config.load_config\n  call_type: resolved\n- caller: src.tagi.heuristics.rules.get_custom_rules\n  callee: src.tagi.heuristics.rules._get_config_attr\n  call_type: resolved\n- caller: src.tagi.heuristics.rules.get_custom_heuristics\n  callee: src.tagi.heuristics.rules._get_config_attr\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_conventional_message\n  callee: src.tagi.composer.formats._commit_type\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_conventional_message\n  callee: src.tagi.composer._tags.infer_scope\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_conventional_message\n  callee: src.tagi.composer.formats._describe_changes\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_conventional_message\n  callee: src.tagi.composer._tags.all_tags\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_detailed_message\n  callee: src.tagi.composer.formats._count_tags\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_detailed_message\n  callee: src.tagi.composer.formats._detailed_file_lines\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_simple_message\n  callee: src.tagi.composer._tags.summary_tag\n  call_type: resolved\n- caller: src.tagi.composer.formats.generate_oneline_message\n  callee: src.tagi.composer._tags.summary_tag\n  call_type: resolved\n- caller: src.tagi.composer.summary.generate_summary\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.composer.summary.generate_summary\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.composer.commit_message.generate_commit_message\n  callee: src.tagi.composer._templates.render_template\n  call_type: resolved\n- caller: src.tagi.composer.commit_message.generate_commit_message\n  callee: src.tagi.composer.commit_message._improve_with_llm\n  call_type: resolved\n- caller: src.tagi.composer.commit_message.generate_commit_message\n  callee: src.tagi.composer._tags.summary_tag\n  call_type: resolved\n- caller: src.tagi.composer.commit_message.generate_commit_message\n  callee: src.tagi.config.load_config\n  call_type: resolved\n- caller: src.tagi.composer._tags.all_tag_values\n  callee: src.tagi.composer._tags.all_tags\n  call_type: resolved\n- caller: src.tagi.composer._tags.summary_tag\n  callee: src.tagi.composer._tags.all_tags\n  call_type: resolved\n- caller: tagi.executor.git.GitExecutor._run_command\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: src.tagi.utils.summary_helpers.build_statistics_section\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.utils.summary_helpers.build_statistics_section\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.utils.publish_helpers.detect_and_get_provider\n  callee: tagi.utils.detect_provider.get_provider\n  call_type: resolved\n- caller: src.tagi.utils.publish_helpers.create_publish_group\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.utils.publish_helpers.create_publish_group\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: tagi.utils.detect_provider.get_provider\n  callee: tagi.utils.detect_provider.detect_git_provider\n  call_type: resolved\n- caller: tagi.utils.detect_provider.detect_git_provider\n  callee: tagi.utils.commands.run_command\n  call_type: resolved\n- caller: src.tagi.utils.send_helpers.create_change_group\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.utils.send_helpers.create_change_group\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.utils.change_stats.calculate_tag_statistics\n  callee: src.tagi.utils.risk.total_lines_changed\n  call_type: resolved\n- caller: src.tagi.utils.change_stats.calculate_tag_statistics\n  callee: src.tagi.utils.risk.average_risk\n  call_type: resolved\n- caller: src.tagi.utils.paths.path_matches\n  callee: src.tagi.utils.paths.path_key\n  call_type: resolved\n- caller: src.tagi.utils.paths.path_endswith\n  callee: src.tagi.utils.paths.path_key\n  call_type: resolved\n- caller: src.tagi.utils.change_filter._resolve_tag_enums\n  callee: src.tagi.utils.change_filter._normalize_tag\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._resolve_tag_enums\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._changes_matching_any\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._changes_matching_tag\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._changes_matching_all\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.resolve_filtered_changes\n  callee: src.tagi.utils.change_filter._normalize_tag\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.filter_changes_by_tag\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.filter_changes_by_tags_any\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\n- caller: src.tagi.utils.change_filter.filter_changes_by_tags_all\n  callee: src.tagi.utils.change_filter.resolve_filtered_changes\n  call_type: resolved\nmodules:\n  src.tagi.analyzer.dependency_graph:\n  - src.tagi.analyzer.dependency_graph._collect_import_names\n  - src.tagi.analyzer.dependency_graph._cycle_from\n  - src.tagi.analyzer.dependency_graph._dfs_visit\n  - src.tagi.analyzer.dependency_graph._find_longest_start\n  - src.tagi.analyzer.dependency_graph._longest_path_length\n  - src.tagi.analyzer.dependency_graph._mark\n  - src.tagi.analyzer.dependency_graph._next_critical_node\n  - src.tagi.analyzer.dependency_graph._reconstruct_critical_path\n  - src.tagi.analyzer.dependency_graph.analyze_python_imports\n  - src.tagi.analyzer.dependency_graph.build_dependency_graph\n  - src.tagi.analyzer.dependency_graph.detect_cycles\n  - src.tagi.analyzer.dependency_graph.get_critical_path\n  src.tagi.analyzer.metrics:\n  - src.tagi.analyzer.metrics.MetricsCollector.collect\n  src.tagi.cli.core_commands:\n  - src.tagi.cli.core_commands._do_list_groups\n  - src.tagi.cli.core_commands.list_command\n  - src.tagi.cli.core_commands.list_groups_command\n  - src.tagi.cli.core_commands.scan_command\n  - src.tagi.cli.core_commands.stats_command\n  src.tagi.cli.display_utils:\n  - src.tagi.cli.display_utils._display_changes\n  - src.tagi.cli.display_utils._display_changes_grouped\n  - src.tagi.cli.display_utils._display_groups\n  - src.tagi.cli.display_utils._format_tags\n  src.tagi.cli.git_operations:\n  - src.tagi.cli.git_operations._ensure_tag_prefix\n  - src.tagi.cli.git_operations._execute_git_operations\n  - src.tagi.cli.git_operations._filter_by_tag\n  - src.tagi.cli.git_operations._is_known_tag\n  - src.tagi.cli.git_operations._resolve_send_target\n  - src.tagi.cli.git_operations.auto_command\n  - src.tagi.cli.git_operations.send_command\n  src.tagi.cli.inspection_commands:\n  - src.tagi.cli.inspection_commands.file_command\n  - src.tagi.cli.inspection_commands.filter_command\n  - src.tagi.cli.inspection_commands.inspect_command\n  src.tagi.cli.main:\n  - src.tagi.cli.main._configure_command_logging\n  - src.tagi.cli.main._ensure_tag_prefix\n  - src.tagi.cli.main._is_known_tag\n  - src.tagi.cli.main._resolve_send_target\n  - src.tagi.cli.main.detect_provider\n  - src.tagi.cli.main.setup_logging\n  src.tagi.cli.publishing_commands:\n  - src.tagi.cli.publishing_commands._ensure_tag_prefix\n  - src.tagi.cli.publishing_commands.deploy_command\n  - src.tagi.cli.publishing_commands.publish_command\n  src.tagi.cli.scan_utils:\n  - src.tagi.cli.scan_utils.scan_and_tag\n  src.tagi.cli.utility_commands:\n  - src.tagi.cli.utility_commands._ensure_tag_prefix\n  - src.tagi.cli.utility_commands.draft_command\n  - src.tagi.cli.utility_commands.hooks_command\n  - src.tagi.cli.utility_commands.summary_command\n  src.tagi.composer._tags:\n  - src.tagi.composer._tags.all_tag_values\n  - src.tagi.composer._tags.all_tags\n  - src.tagi.composer._tags.infer_scope\n  - src.tagi.composer._tags.summary_tag\n  src.tagi.composer._templates:\n  - src.tagi.composer._templates.render_template\n  src.tagi.composer.commit_message:\n  - src.tagi.composer.commit_message._improve_with_llm\n  - src.tagi.composer.commit_message.generate_commit_message\n  src.tagi.composer.formats:\n  - src.tagi.composer.formats._commit_type\n  - src.tagi.composer.formats._count_tags\n  - src.tagi.composer.formats._describe_changes\n  - src.tagi.composer.formats._detailed_file_lines\n  - src.tagi.composer.formats.generate_conventional_message\n  - src.tagi.composer.formats.generate_detailed_message\n  - src.tagi.composer.formats.generate_oneline_message\n  - src.tagi.composer.formats.generate_simple_message\n  src.tagi.composer.summary:\n  - src.tagi.composer.summary.generate_summary\n  src.tagi.config:\n  - src.tagi.config.Config.get_heuristics_for_path\n  - src.tagi.config.Config.get_tag_for_path\n  - src.tagi.config.Config.should_ignore\n  - src.tagi.config.load_config\n  src.tagi.heuristics.metrics:\n  - src.tagi.heuristics.metrics._calculate_complexity\n  - src.tagi.heuristics.metrics._calculate_dependency_depth\n  - src.tagi.heuristics.metrics._calculate_impact\n  - src.tagi.heuristics.metrics._calculate_stability\n  - src.tagi.heuristics.metrics._calculate_test_impact\n  - src.tagi.heuristics.metrics._extension_complexity_weight\n  - src.tagi.heuristics.metrics._extension_impact_weight\n  - src.tagi.heuristics.metrics.calculate_metrics\n  src.tagi.heuristics.rules:\n  - src.tagi.heuristics.rules._get_config_attr\n  - src.tagi.heuristics.rules.get_custom_heuristics\n  - src.tagi.heuristics.rules.get_custom_rules\n  src.tagi.heuristics.scoring:\n  - src.tagi.heuristics.scoring._change_type_risk_weight\n  - src.tagi.heuristics.scoring._lines_risk_weight\n  - src.tagi.heuristics.scoring._tag_risk_weight\n  - src.tagi.heuristics.scoring.calculate_risk_score\n  src.tagi.heuristics.tags:\n  - src.tagi.heuristics.tags._custom_config_tags\n  - src.tagi.heuristics.tags._size_tags\n  - src.tagi.heuristics.tags._tag_change\n  - src.tagi.heuristics.tags.apply_path_tags\n  - src.tagi.heuristics.tags.apply_tags\n  src.tagi.hooks:\n  - src.tagi.hooks._hooks_dir\n  - src.tagi.hooks._pre_commit_hook\n  - src.tagi.hooks.check_hooks_installed\n  - src.tagi.hooks.install_hooks\n  - src.tagi.hooks.list_hooks\n  - src.tagi.hooks.run_hook\n  - src.tagi.hooks.uninstall_hooks\n  src.tagi.planner.grouper:\n  - src.tagi.planner.grouper._get_primary_tag\n  - src.tagi.planner.grouper.group_by_tag\n  - src.tagi.planner.grouper.group_changes\n  src.tagi.planner.selector:\n  - src.tagi.planner.selector.select_changes_by_tag\n  src.tagi.planner.sorter:\n  - src.tagi.planner.sorter.group_by_complexity\n  - src.tagi.planner.sorter.sort_by_complexity\n  src.tagi.providers.utils.auth:\n  - src.tagi.providers.utils.auth.get_auth_status_from_result\n  - src.tagi.providers.utils.auth.is_authenticated_from_result\n  src.tagi.providers.utils.pr:\n  - src.tagi.providers.utils.pr.build_pr_command\n  - src.tagi.providers.utils.pr.execute_pr_command\n  src.tagi.utils.change_filter:\n  - src.tagi.utils.change_filter._changes_matching_all\n  - src.tagi.utils.change_filter._changes_matching_any\n  - src.tagi.utils.change_filter._changes_matching_tag\n  - src.tagi.utils.change_filter._normalize_tag\n  - src.tagi.utils.change_filter._resolve_tag_enums\n  - src.tagi.utils.change_filter.filter_changes_by_tag\n  - src.tagi.utils.change_filter.filter_changes_by_tags_all\n  - src.tagi.utils.change_filter.filter_changes_by_tags_any\n  - src.tagi.utils.change_filter.resolve_filtered_changes\n  src.tagi.utils.change_stats:\n  - src.tagi.utils.change_stats.calculate_tag_statistics\n  - src.tagi.utils.change_stats.display_statistics_table\n  src.tagi.utils.logger:\n  - src.tagi.utils.logger.setup_logger\n  src.tagi.utils.paths:\n  - src.tagi.utils.paths.path_endswith\n  - src.tagi.utils.paths.path_key\n  - src.tagi.utils.paths.path_matches\n  src.tagi.utils.publish_helpers:\n  - src.tagi.utils.publish_helpers.create_publish_group\n  - src.tagi.utils.publish_helpers.detect_and_get_provider\n  src.tagi.utils.risk:\n  - src.tagi.utils.risk.average_risk\n  - src.tagi.utils.risk.total_lines_changed\n  src.tagi.utils.send_helpers:\n  - src.tagi.utils.send_helpers.create_change_group\n  src.tagi.utils.summary_helpers:\n  - src.tagi.utils.summary_helpers.build_statistics_section\n  tagi.cli.provider_commands:\n  - tagi.cli.provider_commands._current_branch\n  - tagi.cli.provider_commands._pr_spec\n  - tagi.cli.provider_commands.create_mr\n  - tagi.cli.provider_commands.create_pr\n  - tagi.cli.provider_commands.detect_provider_command\n  tagi.executor.git:\n  - tagi.executor.git.GitExecutor._run_command\n  tagi.planner.branch_grouper:\n  - tagi.planner.branch_grouper.get_branch_info\n  - tagi.planner.branch_grouper.group_by_branch\n  tagi.providers.base:\n  - tagi.providers.base.BaseProvider._run_command\n  tagi.providers.github:\n  - tagi.providers.github.GitHubProvider.create_pr\n  - tagi.providers.github.GitHubProvider.get_auth_status\n  - tagi.providers.github.GitHubProvider.is_authenticated\n  tagi.providers.gitlab:\n  - tagi.providers.gitlab.GitLabProvider.create_pr\n  - tagi.providers.gitlab.GitLabProvider.get_auth_status\n  - tagi.providers.gitlab.GitLabProvider.is_authenticated\n  tagi.scanner.diff:\n  - tagi.scanner.diff.get_diff\n  - tagi.scanner.diff.get_staged_diff\n  tagi.scanner.files:\n  - tagi.scanner.files.count_lines_changed\n  tagi.scanner.status:\n  - tagi.scanner.status.parse_status\n  - tagi.scanner.status.scan_repo\n  tagi.utils.commands:\n  - tagi.utils.commands.run_command\n  tagi.utils.detect_provider:\n  - tagi.utils.detect_provider.detect_git_provider\n  - tagi.utils.detect_provider.get_provider\nentry_points:\n- src.tagi.analyzer.dependency_graph._LevelOrder.__init__\n- src.tagi.analyzer.dependency_graph._LevelOrder._drain_level\n- src.tagi.analyzer.dependency_graph._LevelOrder.levels\n- src.tagi.analyzer.dependency_graph.build_dependency_graph\n- src.tagi.analyzer.dependency_graph.detect_cycles\n- src.tagi.analyzer.dependency_graph.find_dependency_order\n- src.tagi.analyzer.dependency_graph.get_critical_path\n- src.tagi.analyzer.metrics.MetricsCollector.__init__\n- src.tagi.analyzer.metrics.MetricsCollector.collect\n- src.tagi.analyzer.metrics.MetricsCollector.save\n- src.tagi.analyzer.metrics.MetricsCollector.to_json\n- src.tagi.analyzer.metrics.compare_metrics\n- src.tagi.analyzer.metrics.generate_report\n- src.tagi.cli.core_commands.list_command\n- src.tagi.cli.core_commands.list_groups_command\n- src.tagi.cli.core_commands.scan_command\n- src.tagi.cli.core_commands.stats_command\n- src.tagi.cli.git_operations.auto_command\n- src.tagi.cli.inspection_commands.file_command\n- src.tagi.cli.inspection_commands.filter_command\n- src.tagi.cli.inspection_commands.inspect_command\n- src.tagi.cli.main._resolve_send_target\n- src.tagi.cli.main.detect_provider\n- src.tagi.cli.main.setup_logging\n- src.tagi.cli.publishing_commands.deploy_command\n- src.tagi.cli.publishing_commands.publish_command\n- src.tagi.cli.utility_commands.draft_command\n- src.tagi.cli.utility_commands.hooks_command\n- src.tagi.cli.utility_commands.init_command\n- src.tagi.cli.utility_commands.summary_command\n- src.tagi.composer._tags.all_tag_values\n- src.tagi.composer.formats.generate_conventional_message\n- src.tagi.composer.formats.generate_detailed_message\n- src.tagi.composer.formats.generate_files_message\n- src.tagi.composer.formats.generate_oneline_message\n- src.tagi.composer.formats.generate_simple_message\n- src.tagi.composer.summary.generate_file_list\n- src.tagi.composer.summary.generate_summary\n- src.tagi.config.Config.__init__\n- src.tagi.config.Config._apply_sections\n- src.tagi.config.Config._load_config\n- src.tagi.config.Config.get_custom_tags_for_pattern\n- src.tagi.config.Config.get_heuristics_for_path\n- src.tagi.config.Config.get_tag_color\n- src.tagi.config.Config.get_tag_description\n- src.tagi.config.Config.get_tag_for_path\n- src.tagi.config.Config.get_tags_for_path\n- src.tagi.config.Config.get_template\n- src.tagi.executor.publish.PublishExecutor.__init__\n- src.tagi.executor.publish.PublishExecutor.dry_run\n- src.tagi.executor.publish.PublishExecutor.publish\n- src.tagi.executor.publish.PublishExecutor.stage_and_commit\n- src.tagi.heuristics.metrics.calculate_vector_distance\n- src.tagi.heuristics.metrics.filter_by_metrics\n- src.tagi.heuristics.metrics.sort_by_metric\n- src.tagi.heuristics.rules.get_custom_heuristics\n- src.tagi.heuristics.rules.get_custom_rules\n- src.tagi.heuristics.tags.apply_tags\n- src.tagi.hooks.install_hooks\n- src.tagi.hooks.list_hooks\n- src.tagi.hooks.run_hook\n- src.tagi.hooks.uninstall_hooks\n- src.tagi.llm.llx_adapter.LlxAdapter.__init__\n- src.tagi.llm.llx_adapter.LlxAdapter.improve_description\n- src.tagi.llm.llx_adapter.LlxAdapter.improve_message\n- src.tagi.llm.llx_adapter.LlxAdapter.is_available\n- src.tagi.models.change.ChangeMetrics.to_vector\n- src.tagi.planner.grouper.group_by_risk\n- src.tagi.planner.grouper.group_by_tag\n- src.tagi.planner.grouper.group_changes\n- src.tagi.planner.preview.preview_changes\n- src.tagi.planner.preview.preview_plan\n- src.tagi.planner.selector.select_by_tags\n- src.tagi.planner.selector.select_low_risk_changes\n- src.tagi.planner.selector.select_safe_changes\n- src.tagi.planner.selector.select_small_changes\n- src.tagi.planner.sorter.group_by_complexity\n- src.tagi.planner.sorter.sort_by_tag_priority\n- src.tagi.providers.detector.detect_provider\n- src.tagi.providers.koru.KoruProvider.__init__\n- src.tagi.providers.koru.KoruProvider._deployment_recommendations\n- src.tagi.providers.koru.KoruProvider._make_api_request\n- src.tagi.providers.koru.KoruProvider.analyze_deployment_priority\n- src.tagi.providers.koru.KoruProvider.deploy_group\n- src.tagi.providers.koru.KoruProvider.get_context_brief\n- src.tagi.providers.koru.KoruProvider.get_planfile_tickets\n- src.tagi.providers.koru.KoruProvider.get_topology\n- src.tagi.providers.koru.KoruProvider.is_available\n- src.tagi.providers.koru.KoruProvider.run_quality_gates\n- src.tagi.ui.design_tokens.DesignTokens.__init__\n- src.tagi.ui.design_tokens.DesignTokens.get_css_string\n- src.tagi.ui.design_tokens.DesignTokens.get_css_variables\n- src.tagi.utils.change_filter.filter_changes_by_tag\n- src.tagi.utils.change_filter.filter_changes_by_tags_all\n- src.tagi.utils.line_builder.LineBuilder.__init__\n- src.tagi.utils.line_builder.LineBuilder.add\n- src.tagi.utils.line_builder.LineBuilder.as_list\n- src.tagi.utils.line_builder.LineBuilder.text\n- src.tagi.utils.publish_helpers.detect_and_get_provider\n- src.tagi.utils.summary_helpers.build_changes_by_type_section\n- src.tagi.utils.summary_helpers.build_file_list_section\n- src.tagi.utils.summary_helpers.build_report_header\n- src.tagi.utils.summary_helpers.build_statistics_section\n- src.tagi.utils.summary_helpers.build_tag_distribution_section\n- tagi.cli.provider_commands.create_mr\n- tagi.cli.provider_commands.create_pr\n- tagi.executor.git.GitExecutor.__init__\n- tagi.executor.git.GitExecutor._run_command\n- tagi.executor.git.GitExecutor.add\n- tagi.executor.git.GitExecutor.commit\n- tagi.executor.git.GitExecutor.get_current_branch\n- tagi.executor.git.GitExecutor.get_remote_url\n- tagi.executor.git.GitExecutor.has_staged_changes\n- tagi.executor.git.GitExecutor.push\n- tagi.executor.git.GitExecutor.status\n- tagi.planner.branch_grouper.get_branch_info\n- tagi.planner.branch_grouper.group_by_branch\n- tagi.providers.base.BaseProvider.__init__\n- tagi.providers.base.BaseProvider._check_git_remote_for_provider\n- tagi.providers.base.BaseProvider._get_git_remote_url\n- tagi.providers.base.BaseProvider._run_command\n- tagi.providers.base.BaseProvider.create_pr\n- tagi.providers.base.BaseProvider.detect_remote\n- tagi.providers.base.BaseProvider.get_auth_status\n- tagi.providers.base.BaseProvider.is_authenticated\n- tagi.providers.github.GitHubProvider.create_pr\n- tagi.providers.github.GitHubProvider.detect_remote\n- tagi.providers.github.GitHubProvider.get_auth_status\n- tagi.providers.github.GitHubProvider.get_token\n- tagi.providers.github.GitHubProvider.is_authenticated\n- tagi.providers.gitlab.GitLabProvider.create_pr\n- tagi.providers.gitlab.GitLabProvider.detect_remote\n- tagi.providers.gitlab.GitLabProvider.get_auth_status\n- tagi.providers.gitlab.GitLabProvider.get_configured_host\n- tagi.providers.gitlab.GitLabProvider.is_authenticated\n- tagi.scanner.diff.get_staged_diff\n- tagi.scanner.status.scan_repo\n", "is_subdir": false}, {"name": "duplication.toon.yaml", "rel_path": "duplication.toon.yaml", "path": "duplication.toon.yaml", "size": "5.9KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# redup/duplication | 10 groups | 47f 3609L | 2026-05-26\n\nSUMMARY:\n  files_scanned: 47\n  total_lines:   3609\n  dup_groups:    10\n  dup_fragments: 20\n  saved_lines:   77\n  scan_ms:       2213\n\nHOTSPOTS[7] (files with most duplication):\n  src/tagi/utils/inspect_helpers.py  dup=54L  groups=2  frags=3  (1.5%)\n  src/tagi/cli.py  dup=39L  groups=3  frags=5  (1.1%)\n  src/tagi/providers/github.py  dup=17L  groups=4  frags=4  (0.5%)\n  src/tagi/providers/gitlab.py  dup=17L  groups=4  frags=4  (0.5%)\n  src/tagi/utils/publish_helpers.py  dup=12L  groups=1  frags=1  (0.3%)\n  src/tagi/providers/detector.py  dup=9L  groups=1  frags=1  (0.2%)\n  src/tagi/heuristics/rules.py  dup=6L  groups=1  frags=2  (0.2%)\n\nDUPLICATES[10] (ranked by impact):\n  [69031414365d89a7]   STRU  filter_changes_by_tags_any  L=21 N=2 saved=21 sim=1.00\n      src/tagi/utils/inspect_helpers.py:23-43  (filter_changes_by_tags_any)\n      src/tagi/utils/inspect_helpers.py:46-66  (filter_changes_by_tags_all)\n  [34f34aac7a5602b7]   STRU  filter_changes_by_tag  L=12 N=2 saved=12 sim=1.00\n      src/tagi/utils/inspect_helpers.py:9-20  (filter_changes_by_tag)\n      src/tagi/utils/publish_helpers.py:28-39  (filter_changes_by_tag)\n  [59cf75b9ca253237]   STRU  create_pr  L=10 N=2 saved=10 sim=1.00\n      src/tagi/cli.py:772-781  (create_pr)\n      src/tagi/cli.py:784-793  (create_mr)\n  [0defbec6f6d556b3]   EXAC  detect_provider  L=9 N=2 saved=9 sim=1.00\n      src/tagi/cli.py:761-769  (detect_provider)\n      src/tagi/providers/detector.py:7-15  (detect_provider)\n  [2f1566a469905cc9]   STRU  create_pr  L=6 N=2 saved=6 sim=1.00\n      src/tagi/providers/github.py:30-35  (create_pr)\n      src/tagi/providers/gitlab.py:36-41  (create_pr)\n  [54c9428ffca26dbc]   STRU  list_groups  L=5 N=2 saved=5 sim=1.00\n      src/tagi/cli.py:117-121  (list_groups)\n      src/tagi/cli.py:125-129  (list_cmd)\n  [9aaebb2fb961d57d]   STRU  is_authenticated  L=4 N=2 saved=4 sim=1.00\n      src/tagi/providers/github.py:13-16  (is_authenticated)\n      src/tagi/providers/gitlab.py:11-14  (is_authenticated)\n  [180c7709efe6a452]   STRU  get_auth_status  L=4 N=2 saved=4 sim=1.00\n      src/tagi/providers/github.py:18-21  (get_auth_status)\n      src/tagi/providers/gitlab.py:16-19  (get_auth_status)\n  [9e51ade4e046160f]   STRU  get_custom_rules  L=3 N=2 saved=3 sim=1.00\n      src/tagi/heuristics/rules.py:14-16  (get_custom_rules)\n      src/tagi/heuristics/rules.py:19-21  (get_custom_heuristics)\n  [ead418deaec12c72]   STRU  detect_remote  L=3 N=2 saved=3 sim=1.00\n      src/tagi/providers/github.py:37-39  (detect_remote)\n      src/tagi/providers/gitlab.py:43-45  (detect_remote)\n\nREFACTOR[10] (ranked by priority):\n  [1] ○ extract_function   → src/tagi/utils/utils/filter_changes_by_tags_any.py\n      WHY: 2 occurrences of 21-line block across 1 files — saves 21 lines\n      FILES: src/tagi/utils/inspect_helpers.py\n  [2] ○ extract_function   → src/tagi/utils/utils/filter_changes_by_tag.py\n      WHY: 2 occurrences of 12-line block across 2 files — saves 12 lines\n      FILES: src/tagi/utils/inspect_helpers.py, src/tagi/utils/publish_helpers.py\n  [3] ○ extract_function   → src/tagi/utils/create_pr.py\n      WHY: 2 occurrences of 10-line block across 1 files — saves 10 lines\n      FILES: src/tagi/cli.py\n  [4] ○ extract_function   → src/tagi/utils/detect_provider.py\n      WHY: 2 occurrences of 9-line block across 2 files — saves 9 lines\n      FILES: src/tagi/cli.py, src/tagi/providers/detector.py\n  [5] ○ extract_function   → src/tagi/providers/utils/create_pr.py\n      WHY: 2 occurrences of 6-line block across 2 files — saves 6 lines\n      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py\n  [6] ○ extract_function   → src/tagi/utils/list_groups.py\n      WHY: 2 occurrences of 5-line block across 1 files — saves 5 lines\n      FILES: src/tagi/cli.py\n  [7] ○ extract_function   → src/tagi/providers/utils/is_authenticated.py\n      WHY: 2 occurrences of 4-line block across 2 files — saves 4 lines\n      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py\n  [8] ○ extract_function   → src/tagi/providers/utils/get_auth_status.py\n      WHY: 2 occurrences of 4-line block across 2 files — saves 4 lines\n      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py\n  [9] ○ extract_function   → src/tagi/heuristics/utils/get_custom_rules.py\n      WHY: 2 occurrences of 3-line block across 1 files — saves 3 lines\n      FILES: src/tagi/heuristics/rules.py\n  [10] ○ extract_function   → src/tagi/providers/utils/detect_remote.py\n      WHY: 2 occurrences of 3-line block across 2 files — saves 3 lines\n      FILES: src/tagi/providers/github.py, src/tagi/providers/gitlab.py\n\nQUICK_WINS[5] (low risk, high savings — do first):\n  [1] extract_function   saved=21L  → src/tagi/utils/utils/filter_changes_by_tags_any.py\n      FILES: inspect_helpers.py\n  [2] extract_function   saved=12L  → src/tagi/utils/utils/filter_changes_by_tag.py\n      FILES: inspect_helpers.py, publish_helpers.py\n  [3] extract_function   saved=10L  → src/tagi/utils/create_pr.py\n      FILES: cli.py\n  [4] extract_function   saved=9L  → src/tagi/utils/detect_provider.py\n      FILES: cli.py, detector.py\n  [5] extract_function   saved=6L  → src/tagi/providers/utils/create_pr.py\n      FILES: github.py, gitlab.py\n\nEFFORT_ESTIMATE (total ≈ 2.6h):\n  medium filter_changes_by_tags_any          saved=21L  ~42min\n  easy   filter_changes_by_tag               saved=12L  ~24min\n  easy   create_pr                           saved=10L  ~20min\n  easy   detect_provider                     saved=9L  ~18min\n  easy   create_pr                           saved=6L  ~12min\n  easy   list_groups                         saved=5L  ~10min\n  easy   is_authenticated                    saved=4L  ~8min\n  easy   get_auth_status                     saved=4L  ~8min\n  easy   get_custom_rules                    saved=3L  ~6min\n  easy   detect_remote                       saved=3L  ~6min\n\nMETRICS-TARGET:\n  dup_groups:  10 → 0\n  saved_lines: 77 lines recoverable\n", "is_subdir": false}, {"name": "evolution.toon.yaml", "rel_path": "evolution.toon.yaml", "path": "evolution.toon.yaml", "size": "1.5KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# code2llm/evolution | 229 func | 53f | 2026-09-19\n# generated in 0.00s\n\nNEXT[1] (ranked by impact):\n  [1] !! SPLIT           goal.yaml\n      WHY: 539L, 0 classes, max CC=0\n      EFFORT: ~4h  IMPACT: 0\n\n\nRISKS[1]:\n  ⚠ Splitting goal.yaml may break 0 import paths\n\nMETRICS-TARGET:\n  CC̄:          2.8 → ≤2.0\n  max-CC:      11 → ≤5\n  god-modules: 1 → 0\n  high-CC(≥15): 0 → ≤0\n  hub-types:   0 → ≤0\n\nPATTERNS (language parser shared logic):\n  _extract_declarations() in base.py — unified extraction for:\n    - TypeScript: interfaces, types, classes, functions, arrow funcs\n    - PHP: namespaces, traits, classes, functions, includes\n    - Ruby: modules, classes, methods, requires\n    - C++: classes, structs, functions, #includes\n    - C#: classes, interfaces, methods, usings\n    - Java: classes, interfaces, methods, imports\n    - Go: packages, functions, structs\n    - Rust: modules, functions, traits, use statements\n\n  Shared regex patterns per language:\n    - import: language-specific import/require/using patterns\n    - class: class/struct/trait declarations with inheritance\n    - function: function/method signatures with visibility\n    - brace_tracking: for C-family languages ({ })\n    - end_keyword_tracking: for Ruby (module/class/def...end)\n\n  Benefits:\n    - Consistent extraction logic across all languages\n    - Reduced code duplication (~70% reduction in parser LOC)\n    - Easier maintenance: fix once, apply everywhere\n    - Standardized FunctionInfo/ClassInfo models\n\nHISTORY:\n  prev CC̄=2.8 → now CC̄=2.8\n", "is_subdir": false}, {"name": "map.toon.yaml", "rel_path": "map.toon.yaml", "path": "map.toon.yaml", "size": "17.2KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# tagi | 77f 5590L | yaml:5,txt:2,toml:1,shell:1,python:68 | 2026-09-19\n# generated in 0.01s\n# stats: 229 func | 0 cls | 77 mod | CC̄=2.8 | critical:0 | cycles:0\n# alerts[5]: fan-out scan_repo=15; fan-out publish_command=14; fan-out send_command=13; fan-out setup_logger=13; fan-out summary_command=13\n# hotspots[5]: scan_repo fan=15; publish_command fan=14; send_command fan=13; summary_command fan=13; setup_logger fan=13\n# evolution: CC̄ 2.8→2.8 (flat 0.0)\n# Keys: M=modules, D=details, i=imports, e=exports, c=classes, f=functions, m=methods\nM[77]:\n  goal.yaml,539\n  koru.yaml,133\n  local.dev.txt,11\n  project.sh,48\n  pyproject.toml,49\n  regix.yaml,93\n  src/tagi/__init__.py,47\n  src/tagi/__main__.py,6\n  src/tagi/analyzer/dependency_graph.py,276\n  src/tagi/analyzer/metrics.py,153\n  src/tagi/cli/__init__.py,32\n  src/tagi/cli/core_commands.py,94\n  src/tagi/cli/display_utils.py,79\n  src/tagi/cli/git_operations.py,170\n  src/tagi/cli/inspection_commands.py,120\n  src/tagi/cli/main.py,113\n  src/tagi/cli/publishing_commands.py,139\n  src/tagi/cli/scan_utils.py,25\n  src/tagi/cli/utility_commands.py,211\n  src/tagi/composer/__init__.py,12\n  src/tagi/composer/_tags.py,52\n  src/tagi/composer/_templates.py,21\n  src/tagi/composer/commit_message.py,64\n  src/tagi/composer/formats.py,141\n  src/tagi/composer/summary.py,39\n  src/tagi/config.py,118\n  src/tagi/executor/__init__.py,9\n  src/tagi/executor/publish.py,39\n  src/tagi/heuristics/__init__.py,13\n  src/tagi/heuristics/metrics.py,223\n  src/tagi/heuristics/rules.py,20\n  src/tagi/heuristics/scoring.py,41\n  src/tagi/heuristics/tags.py,88\n  src/tagi/hooks.py,127\n  src/tagi/llm/__init__.py,7\n  src/tagi/llm/llx_adapter.py,55\n  src/tagi/models/__init__.py,14\n  src/tagi/models/change.py,60\n  src/tagi/models/group.py,16\n  src/tagi/models/plan.py,23\n  src/tagi/planner/__init__.py,18\n  src/tagi/planner/grouper.py,74\n  src/tagi/planner/preview.py,43\n  src/tagi/planner/selector.py,44\n  src/tagi/planner/sorter.py,104\n  src/tagi/providers/__init__.py,11\n  src/tagi/providers/detector.py,15\n  src/tagi/providers/koru.py,171\n  src/tagi/providers/utils/__init__.py,1\n  src/tagi/providers/utils/auth.py,32\n  src/tagi/providers/utils/pr.py,46\n  src/tagi/scanner/__init__.py,13\n  src/tagi/ui/design_tokens.py,221\n  src/tagi/utils/change_filter.py,120\n  src/tagi/utils/change_stats.py,42\n  src/tagi/utils/inspect_helpers.py,25\n  src/tagi/utils/line_builder.py,23\n  src/tagi/utils/logger.py,71\n  src/tagi/utils/paths.py,24\n  src/tagi/utils/publish_helpers.py,40\n  src/tagi/utils/risk.py,33\n  src/tagi/utils/send_helpers.py,34\n  src/tagi/utils/summary_helpers.py,113\n  src/tagi/cli/provider_commands.py,78\n  src/tagi/executor/git.py,67\n  src/tagi/planner/branch_grouper.py,81\n  src/tagi/providers/base.py,66\n  src/tagi/providers/github.py,36\n  src/tagi/providers/gitlab.py,45\n  src/tagi/scanner/diff.py,13\n  src/tagi/scanner/files.py,25\n  src/tagi/scanner/status.py,60\n  src/tagi/utils/commands.py,20\n  src/tagi/utils/detect_provider.py,52\n  testql-scenarios/generated-cli-tests.testql.toon.yaml,20\n  tree.txt,89\n  wup.yaml,100\nD:\n  src/tagi/cli/publishing_commands.py:\n    e: _ensure_tag_prefix,publish_command,deploy_command\n    _ensure_tag_prefix(tag)\n    publish_command(tag;repo_path;dry_run;template;verbose)\n    deploy_command(tag;repo_path;environment;dry_run;verbose)\n  src/tagi/analyzer/metrics.py:\n    e: MetricsCollector,generate_report,compare_metrics\n    MetricsCollector: __init__(0),collect(1),to_json(0),save(1)  # Collect and analyze metrics about changes...\n    generate_report(metrics)\n    compare_metrics(metrics1;metrics2)\n  src/tagi/cli/utility_commands.py:\n    e: _ensure_tag_prefix,summary_command,init_command,hooks_command,draft_command\n    _ensure_tag_prefix(tag)\n    summary_command(repo_path;output)\n    init_command(repo_path;force)\n    hooks_command(repo_path;install;uninstall;list_hooks)\n    draft_command(tag;repo_path;template)\n  src/tagi/planner/branch_grouper.py:\n    e: group_by_branch,get_branch_info\n    group_by_branch(changes;repo_path)\n    get_branch_info(repo_path)\n  src/tagi/planner/selector.py:\n    e: select_changes_by_tag,select_low_risk_changes,select_small_changes,select_by_tags,select_safe_changes\n    select_changes_by_tag(changes;tag)\n    select_low_risk_changes(changes;threshold)\n    select_small_changes(changes;max_lines)\n    select_by_tags(changes;tags;require_all)\n    select_safe_changes(changes)\n  src/tagi/providers/koru.py:\n    e: KoruDeploymentPlan,KoruProvider\n    KoruDeploymentPlan:  # Deployment plan from Koru API...\n    KoruProvider: __init__(3),_make_api_request(3),get_topology(0),get_planfile_tickets(0),run_quality_gates(0),get_context_brief(0),_deployment_recommendations(4),analyze_deployment_priority(1),deploy_group(3),is_available(0)  # Integration with Koru API for deployment analysis...\n  src/tagi/composer/summary.py:\n    e: generate_summary,generate_file_list\n    generate_summary(changes)\n    generate_file_list(changes;max_files)\n  src/tagi/analyzer/dependency_graph.py:\n    e: _LevelOrder,_collect_import_names,analyze_python_imports,build_dependency_graph,find_dependency_order,_mark,_cycle_from,_dfs_visit,detect_cycles,_longest_path_length,_find_longest_start,_next_critical_node,_reconstruct_critical_path,get_critical_path\n    _LevelOrder: __init__(1),levels(0),_drain_level(0)  # Level-by-level topological order over a dependency graph (Ka...\n    _collect_import_names(tree)\n    analyze_python_imports(file_path;repo_path)\n    build_dependency_graph(changes;repo_path)\n    find_dependency_order(graph)\n    _mark(node;color;value)\n    _cycle_from(node;path)\n    _dfs_visit(node;graph;color;path;cycles)\n    detect_cycles(graph)\n    _longest_path_length(node;graph;memo)\n    _find_longest_start(graph;memo)\n    _next_critical_node(node;graph;memo;visited)\n    _reconstruct_critical_path(start_node;graph;memo)\n    get_critical_path(graph)\n  src/tagi/planner/preview.py:\n    e: preview_plan,preview_changes\n    preview_plan(changes;tag)\n    preview_changes(group)\n  src/tagi/cli/git_operations.py:\n    e: _ensure_tag_prefix,_is_known_tag,_resolve_send_target,_filter_by_tag,_execute_git_operations,send_command,auto_command\n    _ensure_tag_prefix(tag)\n    _is_known_tag(value)\n    _resolve_send_target(target;repo_path)\n    _filter_by_tag(changes;tag)\n    _execute_git_operations(changes;commit_message;push;repo_path)\n    send_command(target;repo_path;auto_order;dry_run;push;template;verbose)\n    auto_command(repo_path;dry_run;push;template;verbose)\n  src/tagi/cli/inspection_commands.py:\n    e: inspect_command,filter_command,file_command\n    inspect_command(tag;repo_path;diff)\n    filter_command(tags;repo_path;mode;diff)\n    file_command(file_path;repo_path;diff)\n  src/tagi/cli/core_commands.py:\n    e: scan_command,list_groups_command,list_command,_do_list_groups,stats_command\n    scan_command(repo_path;grouped)\n    list_groups_command(repo_path)\n    list_command(repo_path)\n    _do_list_groups(repo_path)\n    stats_command(repo_path;verbose)\n  src/tagi/scanner/files.py:\n    e: count_lines_changed\n    count_lines_changed(file_path;repo_path)\n  src/tagi/scanner/status.py:\n    e: scan_repo,parse_status\n    scan_repo(repo_path)\n    parse_status(status)\n  src/tagi/composer/_tags.py:\n    e: all_tags,all_tag_values,summary_tag,infer_scope\n    all_tags(changes)\n    all_tag_values(changes)\n    summary_tag(changes)\n    infer_scope(changes)\n  src/tagi/hooks.py:\n    e: _hooks_dir,_pre_commit_hook,install_hooks,uninstall_hooks,check_hooks_installed,list_hooks,run_hook\n    _hooks_dir(repo_path)\n    _pre_commit_hook(repo_path)\n    install_hooks(repo_path)\n    uninstall_hooks(repo_path)\n    check_hooks_installed(repo_path)\n    list_hooks(repo_path)\n    run_hook(hook_name;repo_path)\n  src/tagi/planner/sorter.py:\n    e: sort_by_complexity,sort_by_tag_priority,group_by_complexity\n    sort_by_complexity(changes)\n    sort_by_tag_priority(changes;tag_order)\n    group_by_complexity(changes;num_groups)\n  src/tagi/planner/grouper.py:\n    e: group_changes,group_by_tag,group_by_risk,_get_primary_tag\n    group_changes(changes)\n    group_by_tag(changes;tag)\n    group_by_risk(changes;threshold)\n    _get_primary_tag(tags)\n  src/tagi/cli/display_utils.py:\n    e: _display_changes,_format_tags,_display_groups,_display_changes_grouped\n    _display_changes(changes)\n    _format_tags(tags;config)\n    _display_groups(groups)\n    _display_changes_grouped(changes)\n  src/tagi/cli/main.py:\n    e: setup_logging,_configure_command_logging,_ensure_tag_prefix,_is_known_tag,_resolve_send_target,detect_provider\n    setup_logging(verbose)\n    _configure_command_logging(verbose)\n    _ensure_tag_prefix(tag)\n    _is_known_tag(value)\n    _resolve_send_target(target;repo_path)\n    detect_provider(repo_path)\n  src/tagi/providers/utils/pr.py:\n    e: build_pr_command,execute_pr_command\n    build_pr_command(tool;pr_type;spec)\n    execute_pr_command(result)\n  src/tagi/heuristics/metrics.py:\n    e: _extension_complexity_weight,_extension_impact_weight,calculate_metrics,_calculate_complexity,_calculate_impact,_calculate_stability,_calculate_test_impact,_calculate_dependency_depth,filter_by_metrics,sort_by_metric,calculate_vector_distance\n    _extension_complexity_weight(path)\n    _extension_impact_weight(path)\n    calculate_metrics(change;repo_path)\n    _calculate_complexity(change)\n    _calculate_impact(change)\n    _calculate_stability(change)\n    _calculate_test_impact(change)\n    _calculate_dependency_depth(change)\n    filter_by_metrics(changes;min_risk;max_risk;min_complexity;max_complexity;min_impact;max_impact)\n    sort_by_metric(changes;metric;ascending)\n    calculate_vector_distance(change1;change2)\n  src/tagi/composer/formats.py:\n    e: _commit_type,_describe_changes,generate_conventional_message,_count_tags,_detailed_file_lines,generate_detailed_message,generate_simple_message,generate_oneline_message,generate_files_message\n    _commit_type(tags)\n    _describe_changes(changes)\n    generate_conventional_message(changes)\n    _count_tags(changes)\n    _detailed_file_lines(changes)\n    generate_detailed_message(changes)\n    generate_simple_message(changes)\n    generate_oneline_message(changes)\n    generate_files_message(changes)\n  src/tagi/composer/commit_message.py:\n    e: generate_commit_message,_improve_with_llm\n    generate_commit_message(changes;template;repo_path;use_llm)\n    _improve_with_llm(message;repo_path;files_str)\n  src/tagi/utils/summary_helpers.py:\n    e: build_report_header,build_statistics_section,build_changes_by_type_section,build_tag_distribution_section,build_file_list_section\n    build_report_header(repo_path;changes)\n    build_statistics_section(changes)\n    build_changes_by_type_section(changes)\n    build_tag_distribution_section(changes;config)\n    build_file_list_section(changes)\n  src/tagi/utils/detect_provider.py:\n    e: get_provider,detect_git_provider\n    get_provider(repo_path)\n    detect_git_provider(repo_path)\n  src/tagi/utils/change_filter.py:\n    e: _normalize_tag,_changes_matching_tag,_resolve_tag_enums,_changes_matching_any,_changes_matching_all,resolve_filtered_changes,filter_changes_by_tag,filter_changes_by_tags_any,filter_changes_by_tags_all\n    _normalize_tag(value)\n    _changes_matching_tag(changes;tag_enum)\n    _resolve_tag_enums(tags)\n    _changes_matching_any(changes;tag_enums)\n    _changes_matching_all(changes;tag_enums)\n    resolve_filtered_changes(changes;tags;mode)\n    filter_changes_by_tag(changes;tag)\n    filter_changes_by_tags_any(changes;tags)\n    filter_changes_by_tags_all(changes;tags)\n  src/tagi/config.py:\n    e: Config,load_config\n    Config: __init__(1),_load_config(0),_apply_sections(1),get_tag_for_path(1),get_custom_tags_for_pattern(1),get_tag_color(1),get_heuristics_for_path(1),get_tags_for_path(1),get_tag_description(1),get_template(1),should_ignore(1)  # Configuration loaded from tagi.toml...\n    load_config(repo_path)\n  src/tagi/cli/provider_commands.py:\n    e: detect_provider_command,_current_branch,_pr_spec,create_pr,create_mr\n    detect_provider_command(repo_path)\n    _current_branch(repo_path)\n    _pr_spec(spec;repo_path)\n    create_pr(spec;repo_path)\n    create_mr(spec;repo_path)\n  src/tagi/providers/gitlab.py:\n    e: GitLabProvider\n    GitLabProvider(BaseProvider): is_authenticated(0),get_auth_status(0),get_configured_host(0),create_pr(1),detect_remote(0)  # GitLab provider using glab CLI...\n  src/tagi/heuristics/tags.py:\n    e: apply_tags,_tag_change,_custom_config_tags,_size_tags,apply_path_tags\n    apply_tags(changes;repo_path)\n    _tag_change(change;repo_path;custom_tags_for)\n    _custom_config_tags(custom_tags_for;path)\n    _size_tags(lines_changed;has_other_tags)\n    apply_path_tags(change;lines_changed)\n  src/tagi/llm/llx_adapter.py:\n    e: LlxAdapter\n    LlxAdapter: __init__(2),is_available(0),improve_message(2),improve_description(2)  # Adapter for LLX library for optional LLM integration...\n  src/tagi/executor/git.py:\n    e: GitExecutor\n    GitExecutor: __init__(1),_run_command(1),add(1),commit(2),push(3),status(0),get_current_branch(0),get_remote_url(1),has_staged_changes(0)  # Executor for git commands...\n  src/tagi/utils/logger.py:\n    e: setup_logger,get_logger\n    setup_logger(name;level;log_file;verbose)\n    get_logger(name)\n  src/tagi/cli/scan_utils.py:\n    e: scan_and_tag\n    scan_and_tag(repo_path)\n  src/tagi/providers/detector.py:\n    e: detect_provider\n    detect_provider(repo_path)\n  src/tagi/heuristics/scoring.py:\n    e: calculate_risk_score,_lines_risk_weight,_tag_risk_weight,_change_type_risk_weight\n    calculate_risk_score(change;tags)\n    _lines_risk_weight(lines_changed)\n    _tag_risk_weight(tags)\n    _change_type_risk_weight(change_type)\n  src/tagi/executor/publish.py:\n    e: PublishExecutor\n    PublishExecutor: __init__(1),stage_and_commit(3),publish(6),dry_run(2)  # Executor for publishing changes...\n  src/tagi/utils/risk.py:\n    e: total_lines_changed,average_risk\n    total_lines_changed(changes)\n    average_risk(changes)\n  src/tagi/providers/base.py:\n    e: PrSpec,BaseProvider\n    PrSpec:  # Pull/merge request parameters...\n    BaseProvider(ABC): __init__(1),is_authenticated(0),get_auth_status(0),create_pr(1),detect_remote(0),_run_command(1),_get_git_remote_url(0),_check_git_remote_for_provider(1)  # Base class for Git hosting providers...\n  src/tagi/providers/github.py:\n    e: GitHubProvider\n    GitHubProvider(BaseProvider): is_authenticated(0),get_auth_status(0),get_token(0),create_pr(1),detect_remote(0)  # GitHub provider using gh CLI...\n  src/tagi/providers/utils/auth.py:\n    e: get_auth_status_from_result,is_authenticated_from_result\n    get_auth_status_from_result(result)\n    is_authenticated_from_result(result)\n  src/tagi/composer/_templates.py:\n    e: render_template\n    render_template(template)\n  src/tagi/utils/send_helpers.py:\n    e: create_change_group\n    create_change_group(changes;tag)\n  src/tagi/ui/design_tokens.py:\n    e: ColorTokens,SpacingTokens,TypographyTokens,BorderRadiusTokens,ShadowTokens,LayoutTokens,DesignTokens\n    ColorTokens:  # Color design tokens...\n    SpacingTokens:  # Spacing design tokens...\n    TypographyTokens:  # Typography design tokens...\n    BorderRadiusTokens:  # Border radius design tokens...\n    ShadowTokens:  # Shadow design tokens...\n    LayoutTokens:  # Layout design tokens...\n    DesignTokens: __init__(0),get_css_variables(1),get_css_string(1)  # Main design tokens container...\n  src/tagi/models/change.py:\n    e: ChangeType,Tag,ChangeMetrics,Change\n    ChangeType(str,Enum):  # Type of git change...\n    Tag(str,Enum):  # Hashtag categories for changes...\n    ChangeMetrics: to_vector(0)  # Numerical metrics for change analysis...\n    Change:  # Represents a single file change...\n  src/tagi/scanner/diff.py:\n    e: get_diff,get_staged_diff\n    get_diff(file_path;repo_path)\n    get_staged_diff(file_path;repo_path)\n  src/tagi/heuristics/rules.py:\n    e: _get_config_attr,get_custom_rules,get_custom_heuristics\n    _get_config_attr(repo_path;attr_name)\n    get_custom_rules(repo_path)\n    get_custom_heuristics(repo_path)\n  src/tagi/utils/publish_helpers.py:\n    e: detect_and_get_provider,create_publish_group\n    detect_and_get_provider(repo_path)\n    create_publish_group(changes;tag)\n  src/tagi/utils/commands.py:\n    e: run_command\n    run_command(cmd;cwd)\n  src/tagi/utils/change_stats.py:\n    e: calculate_tag_statistics,display_statistics_table\n    calculate_tag_statistics(changes)\n    display_statistics_table(changes;console)\n  src/tagi/utils/paths.py:\n    e: path_key,path_matches,path_endswith\n    path_key(path)\n    path_matches(path;pattern)\n    path_endswith(path;suffixes)\n  src/tagi/utils/line_builder.py:\n    e: LineBuilder\n    LineBuilder: __init__(1),add(0),as_list(0),text(0)  # Single place where report line lists are created and mutated...\n  goal.yaml:\n  regix.yaml:\n  local.dev.txt:\n  koru.yaml:\n  wup.yaml:\n  pyproject.toml:\n  tree.txt:\n  project.sh:\n  src/tagi/__init__.py:\n  src/tagi/__main__.py:\n  src/tagi/planner/__init__.py:\n  src/tagi/models/plan.py:\n    e: PlanStep,Plan\n    PlanStep:  # A single step in an execution plan...\n    Plan:  # An execution plan for shipping changes...\n  src/tagi/models/__init__.py:\n  src/tagi/models/group.py:\n    e: ChangeGroup\n    ChangeGroup:  # Group of related changes...\n  src/tagi/cli/__init__.py:\n  src/tagi/providers/__init__.py:\n  src/tagi/providers/utils/__init__.py:\n  src/tagi/scanner/__init__.py:\n  src/tagi/heuristics/__init__.py:\n  src/tagi/llm/__init__.py:\n  src/tagi/composer/__init__.py:\n  src/tagi/executor/__init__.py:\n  src/tagi/utils/inspect_helpers.py:\n  testql-scenarios/generated-cli-tests.testql.toon.yaml:\n", "is_subdir": false}, {"name": "planfile-tickets.yaml", "rel_path": "planfile-tickets.yaml", "path": "planfile-tickets.yaml", "size": "6.0KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "source: code2llm\n# generated in 0.01s\nschema: code2llm.planfile_tickets.v1\nproject_root: /home/tom/github/semcod/tagi\ntickets:\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: _tag_change'\n  description: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:23`.\n\n\n    Function ''_tag_change'' is oversized: CC=2, fan-out=9, mutations=9.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/heuristics/tags.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/heuristics/tags.py:23:God Function:\n    _tag_change'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: group_by_branch'\n  description: 'code2llm reports `God Function: group_by_branch` in `src/tagi/planner/branch_grouper.py:7`.\n\n\n    Function ''group_by_branch'' is oversized: CC=8, fan-out=9, mutations=12.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/planner/branch_grouper.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/planner/branch_grouper.py:7:God\n    Function: group_by_branch'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: group_changes'\n  description: 'code2llm reports `God Function: group_changes` in `src/tagi/planner/grouper.py:10`.\n\n\n    Function ''group_changes'' is oversized: CC=4, fan-out=9, mutations=7.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/planner/grouper.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/planner/grouper.py:10:God Function:\n    group_changes'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: hooks_command'\n  description: 'code2llm reports `God Function: hooks_command` in `src/tagi/cli/utility_commands.py:131`.\n\n\n    Function ''hooks_command'' is oversized: CC=10, fan-out=11, mutations=4.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/utility_commands.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/utility_commands.py:131:God\n    Function: hooks_command'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: inspect_command'\n  description: 'code2llm reports `God Function: inspect_command` in `src/tagi/cli/inspection_commands.py:19`.\n\n\n    Function ''inspect_command'' is oversized: CC=7, fan-out=11, mutations=4.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/inspection_commands.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/inspection_commands.py:19:God\n    Function: inspect_command'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: publish_command'\n  description: 'code2llm reports `God Function: publish_command` in `src/tagi/cli/publishing_commands.py:23`.\n\n\n    Function ''publish_command'' is oversized: CC=11, fan-out=14, mutations=8.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/publishing_commands.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/publishing_commands.py:23:God\n    Function: publish_command'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: scan_repo'\n  description: 'code2llm reports `God Function: scan_repo` in `src/tagi/scanner/status.py:11`.\n\n\n    Function ''scan_repo'' is oversized: CC=7, fan-out=15, mutations=8.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/scanner/status.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/scanner/status.py:11:God Function:\n    scan_repo'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: send_command'\n  description: 'code2llm reports `God Function: send_command` in `src/tagi/cli/git_operations.py:90`.\n\n\n    Function ''send_command'' is oversized: CC=7, fan-out=13, mutations=9.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/git_operations.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/git_operations.py:90:God Function:\n    send_command'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: setup_logger'\n  description: 'code2llm reports `God Function: setup_logger` in `src/tagi/utils/logger.py:9`.\n\n\n    Function ''setup_logger'' is oversized: CC=4, fan-out=13, mutations=14.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/utils/logger.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/utils/logger.py:9:God Function:\n    setup_logger'\n- signal: code2llm_smell_god_function\n  title: 'Address code smell: God Function: summary_command'\n  description: 'code2llm reports `God Function: summary_command` in `src/tagi/cli/utility_commands.py:25`.\n\n\n    Function ''summary_command'' is oversized: CC=7, fan-out=13, mutations=17.\n\n\n    Make the smallest refactor that removes the smell and run local tests.'\n  priority: normal\n  labels:\n  - llm-ready\n  - code2llm\n  - code-smell\n  - god-function\n  files:\n  - src/tagi/cli/utility_commands.py\n  dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/utility_commands.py:25:God\n    Function: summary_command'\napplied: []\nskipped: []\n", "is_subdir": false}, {"name": "project.toon.yaml", "rel_path": "project.toon.yaml", "path": "project.toon.yaml", "size": "2.5KB", "icon": "⚙️", "type": "yaml", "type_name": "YAML", "content": "# tagi | 229 func | 53f | 5590L | python | 2026-09-19\n# generated in 0.00s\n\nHEALTH:\n  CC̄=2.8  critical=3 (limit:10)  dup=0  cycles=2\n\nALERTS[10]:\n  !!  high_fan_out     scan_repo = 15 (limit:10)\n  !   high_fan_out     publish_command = 14 (limit:10)\n  !   high_fan_out     send_command = 13 (limit:10)\n  !   high_fan_out     summary_command = 13 (limit:10)\n  !   high_fan_out     setup_logger = 13 (limit:10)\n  !   high_fan_out     inspect_command = 11 (limit:10)\n  !   high_fan_out     hooks_command = 11 (limit:10)\n  !   high_fan_out     filter_command = 10 (limit:10)\n  !   high_fan_out     draft_command = 10 (limit:10)\n  !   high_fan_out     KoruProvider.analyze_deployment_priority = 10 (limit:10)\n\nMODULES[77] (top by size):\n  M[goal.yaml] 539L C:0 F:0 CC↑0 D:0 (yaml)\n  M[src/tagi/analyzer/dependency_graph.py] 276L C:1 F:16 CC↑7 D:0 (python)\n  M[src/tagi/heuristics/metrics.py] 223L C:0 F:11 CC↑5 D:1 (python)\n  M[src/tagi/ui/design_tokens.py] 221L C:7 F:3 CC↑2 D:0 (python)\n  M[src/tagi/cli/utility_commands.py] 211L C:0 F:5 CC↑10 D:0 (python)\n  M[src/tagi/providers/koru.py] 171L C:2 F:10 CC↑8 D:0 (python)\n  M[src/tagi/cli/git_operations.py] 170L C:0 F:7 CC↑7 D:0 (python)\n  M[src/tagi/analyzer/metrics.py] 153L C:1 F:6 CC↑10 D:0 (python)\n  M[src/tagi/composer/formats.py] 141L C:0 F:9 CC↑5 D:0 (python)\n  M[src/tagi/cli/publishing_commands.py] 139L C:0 F:3 CC↑11 D:0 (python)\n  M[koru.yaml] 133L C:0 F:0 CC↑0 D:0 (yaml)\n  M[src/tagi/hooks.py] 127L C:0 F:7 CC↑5 D:1 (python)\n  M[src/tagi/cli/inspection_commands.py] 120L C:0 F:3 CC↑7 D:0 (python)\n  M[src/tagi/utils/change_filter.py] 120L C:0 F:9 CC↑5 D:5 (python)\n  M[src/tagi/config.py] 118L C:1 F:12 CC↑4 D:5 (python)\n  LANGS: python:68/yaml:5/txt:2/shell:1/toml:1\n\nHOTSPOTS[10]:\n  ★ scan_repo fan=15  // Scan repository for uncommitted changes using git status --porcelain.\n  ★ publish_command fan=14  // Create a PR or MR for the changes.\n  ★ send_command fan=13  // Stage, commit, and optionally push changes.\n  ★ summary_command fan=13  // Generate a comprehensive summary report of all changes.\n  ★ setup_logger fan=13  // Setup and configure logger for tagi.\n\nArgs:\n    name: Logger name\n    level: Log\n\nREFACTOR[4]:\n  [1] H/H Split god module goal.yaml (539L, 0 classes)\n  [2] M/L Break circular dependency: src.tagi.analyzer.dependency_graph._dfs_visit\n  [3] M/L Break circular dependency: src.tagi.analyzer.dependency_graph._longest_path_length\n  [4] M/M Reduce scan_repo fan-out (currently 15)\n\nEVOLUTION:\n  2026-09-19 CC̄=2.8 crit=3 5590L // Automated analysis\n", "is_subdir": false}, {"name": "intent.json", "rel_path": "ticket-004/intent.json", "path": "ticket-004 / intent.json", "size": "462B", "icon": "📋", "type": "json", "type_name": "JSON", "content": "{\n  &quot;ticket&quot;: &quot;ticket-004&quot;,\n  &quot;summary&quot;: &quot;Remove pfix auto-repair configuration and dependency declarations&quot;,\n  &quot;allowedPaths&quot;: [\n    &quot;pyproject.toml&quot;,\n    &quot;uv.lock&quot;,\n    &quot;project/ticket-004/**&quot;\n  ],\n  &quot;forbiddenPaths&quot;: [\n    &quot;.env&quot;,\n    &quot;src/**&quot;,\n    &quot;tests/**&quot;,\n    &quot;.github/workflows/**&quot;\n  ],\n  &quot;authorization&quot;: &quot;SESSION_EXECUTION_AUTHORIZATION&quot;,\n  &quot;outcome&quot;: &quot;pfix is no longer configured, installed or locked by this project; no runtime behavior change.&quot;\n}\n", "is_subdir": true}, {"name": "intent.json", "rel_path": "ticket-003/intent.json", "path": "ticket-003 / intent.json", "size": "499B", "icon": "📋", "type": "json", "type_name": "JSON", "content": "{\n  &quot;ticket&quot;: &quot;ticket-003&quot;,\n  &quot;summary&quot;: &quot;Adopt immutable local CI publication instructions&quot;,\n  &quot;allowedPaths&quot;: [\n    &quot;AGENTS.md&quot;,\n    &quot;.gitignore&quot;,\n    &quot;project/ticket-003/**&quot;\n  ],\n  &quot;forbiddenPaths&quot;: [\n    &quot;.env&quot;,\n    &quot;config/**&quot;,\n    &quot;.github/workflows/**&quot;\n  ],\n  &quot;authorization&quot;: &quot;SESSION_EXECUTION_AUTHORIZATION&quot;,\n  &quot;standard_revision&quot;: &quot;d5f77d83b3752477cfb95a535d0e1ce77f148576&quot;,\n  &quot;outcome&quot;: &quot;Publication-policy-only adoption with protected review; no executor or required-check mutation.&quot;\n}\n", "is_subdir": true}, {"name": "README.md", "rel_path": "ticket-004/README.md", "path": "ticket-004 / README.md", "size": "853B", "icon": "📝", "type": "markdown", "type_name": "Markdown", "content": "# ticket-004: Remove pfix auto-repair from the project\n\n- **Status**: IN_PROGRESS\n- **Workflow state**: EDIT\n\nSESSION_EXECUTION_AUTHORIZATION: on 2026-09-13 the user requested that pfix be\nremoved from Semcod projects or deactivated, because its automatic repairs\noverwrite development changes.\n\nAC-01: No tracked `pyproject.toml` declares a `[tool.pfix]` table or a `pfix`\nrequirement (runtime, optional, group or tool environment).\nAC-02: The parsed TOML differs from the base only by the removed pfix entries.\nAC-03: A tracked `uv.lock` is regenerated so it no longer records a direct pfix\nrequirement of this project.\nAC-04: Source code, tests and generated documentation projections are unchanged.\n\nCanonical fleet evidence:\n`subactor/docs/architecture/analysis/semcod-library-quality.md`.\nThis ticket does not establish full new-project adoption.\n", "is_subdir": true}, {"name": "README.md", "rel_path": "ticket-003/README.md", "path": "ticket-003 / README.md", "size": "548B", "icon": "📝", "type": "markdown", "type_name": "Markdown", "content": "# ticket-003: Local CI publication policy\n\n- **Status**: IN_PROGRESS\n- **Workflow state**: EDIT\n\nSESSION_EXECUTION_AUTHORIZATION: user requested implementation and publication across Semcod and Subactor.\n\nAC-01: Pin published policy while preserving custom requirements.\nAC-02: Validate bounded diff and publish through independent protected review.\n\nAllocation: https://github.com/semcod/tagi/issues/3. Canonical fleet evidence: `subactor/docs/architecture/analysis/local-ci-adoption.md`. This ticket does not establish full new-project adoption.\n", "is_subdir": true}];
         let currentFile = null;
 
         function renderFileList(filter = '') {
diff --git a/project/map.toon.yaml b/project/map.toon.yaml
index 069be11..7b2b3a6 100644
--- a/project/map.toon.yaml
+++ b/project/map.toon.yaml
@@ -1,11 +1,11 @@
-# tagi | 75f 5609L | yaml:5,txt:2,toml:1,shell:1,python:66 | 2026-09-19
+# tagi | 77f 5590L | yaml:5,txt:2,toml:1,shell:1,python:68 | 2026-09-19
 # generated in 0.01s
-# stats: 225 func | 0 cls | 75 mod | CC̄=2.9 | critical:0 | cycles:0
+# stats: 229 func | 0 cls | 77 mod | CC̄=2.8 | critical:0 | cycles:0
 # alerts[5]: fan-out scan_repo=15; fan-out publish_command=14; fan-out send_command=13; fan-out setup_logger=13; fan-out summary_command=13
 # hotspots[5]: scan_repo fan=15; publish_command fan=14; send_command fan=13; summary_command fan=13; setup_logger fan=13
-# evolution: CC̄ 2.9→2.9 (flat 0.0)
+# evolution: CC̄ 2.8→2.8 (flat 0.0)
 # Keys: M=modules, D=details, i=imports, e=exports, c=classes, f=functions, m=methods
-M[75]:
+M[77]:
   goal.yaml,539
   koru.yaml,133
   local.dev.txt,11
@@ -22,7 +22,6 @@ M[75]:
   src/tagi/cli/git_operations.py,170
   src/tagi/cli/inspection_commands.py,120
   src/tagi/cli/main.py,113
-  src/tagi/cli/provider_commands.py,79
   src/tagi/cli/publishing_commands.py,139
   src/tagi/cli/scan_utils.py,25
   src/tagi/cli/utility_commands.py,211
@@ -32,15 +31,14 @@ M[75]:
   src/tagi/composer/commit_message.py,64
   src/tagi/composer/formats.py,141
   src/tagi/composer/summary.py,39
-  src/tagi/config.py,126
+  src/tagi/config.py,118
   src/tagi/executor/__init__.py,9
-  src/tagi/executor/git.py,72
   src/tagi/executor/publish.py,39
   src/tagi/heuristics/__init__.py,13
-  src/tagi/heuristics/metrics.py,228
+  src/tagi/heuristics/metrics.py,223
   src/tagi/heuristics/rules.py,20
   src/tagi/heuristics/scoring.py,41
-  src/tagi/heuristics/tags.py,89
+  src/tagi/heuristics/tags.py,88
   src/tagi/hooks.py,127
   src/tagi/llm/__init__.py,7
   src/tagi/llm/llx_adapter.py,55
@@ -49,35 +47,39 @@ M[75]:
   src/tagi/models/group.py,16
   src/tagi/models/plan.py,23
   src/tagi/planner/__init__.py,18
-  src/tagi/planner/branch_grouper.py,88
   src/tagi/planner/grouper.py,74
   src/tagi/planner/preview.py,43
   src/tagi/planner/selector.py,44
   src/tagi/planner/sorter.py,104
   src/tagi/providers/__init__.py,11
-  src/tagi/providers/base.py,70
   src/tagi/providers/detector.py,15
-  src/tagi/providers/github.py,38
-  src/tagi/providers/gitlab.py,47
   src/tagi/providers/koru.py,171
   src/tagi/providers/utils/__init__.py,1
   src/tagi/providers/utils/auth.py,32
   src/tagi/providers/utils/pr.py,46
   src/tagi/scanner/__init__.py,13
-  src/tagi/scanner/diff.py,29
-  src/tagi/scanner/files.py,29
-  src/tagi/scanner/status.py,66
   src/tagi/ui/design_tokens.py,221
   src/tagi/utils/change_filter.py,120
   src/tagi/utils/change_stats.py,42
-  src/tagi/utils/detect_provider.py,54
   src/tagi/utils/inspect_helpers.py,25
   src/tagi/utils/line_builder.py,23
   src/tagi/utils/logger.py,71
+  src/tagi/utils/paths.py,24
   src/tagi/utils/publish_helpers.py,40
   src/tagi/utils/risk.py,33
   src/tagi/utils/send_helpers.py,34
   src/tagi/utils/summary_helpers.py,113
+  src/tagi/cli/provider_commands.py,78
+  src/tagi/executor/git.py,67
+  src/tagi/planner/branch_grouper.py,81
+  src/tagi/providers/base.py,66
+  src/tagi/providers/github.py,36
+  src/tagi/providers/gitlab.py,45
+  src/tagi/scanner/diff.py,13
+  src/tagi/scanner/files.py,25
+  src/tagi/scanner/status.py,60
+  src/tagi/utils/commands.py,20
+  src/tagi/utils/detect_provider.py,52
   testql-scenarios/generated-cli-tests.testql.toon.yaml,20
   tree.txt,89
   wup.yaml,100
@@ -245,6 +247,10 @@ D:
     build_changes_by_type_section(changes)
     build_tag_distribution_section(changes;config)
     build_file_list_section(changes)
+  src/tagi/utils/detect_provider.py:
+    e: get_provider,detect_git_provider
+    get_provider(repo_path)
+    detect_git_provider(repo_path)
   src/tagi/utils/change_filter.py:
     e: _normalize_tag,_changes_matching_tag,_resolve_tag_enums,_changes_matching_any,_changes_matching_all,resolve_filtered_changes,filter_changes_by_tag,filter_changes_by_tags_any,filter_changes_by_tags_all
     _normalize_tag(value)
@@ -283,10 +289,6 @@ D:
   src/tagi/executor/git.py:
     e: GitExecutor
     GitExecutor: __init__(1),_run_command(1),add(1),commit(2),push(3),status(0),get_current_branch(0),get_remote_url(1),has_staged_changes(0)  # Executor for git commands...
-  src/tagi/utils/detect_provider.py:
-    e: get_provider,detect_git_provider
-    get_provider(repo_path)
-    detect_git_provider(repo_path)
   src/tagi/utils/logger.py:
     e: setup_logger,get_logger
     setup_logger(name;level;log_file;verbose)
@@ -355,10 +357,18 @@ D:
     e: detect_and_get_provider,create_publish_group
     detect_and_get_provider(repo_path)
     create_publish_group(changes;tag)
+  src/tagi/utils/commands.py:
+    e: run_command
+    run_command(cmd;cwd)
   src/tagi/utils/change_stats.py:
     e: calculate_tag_statistics,display_statistics_table
     calculate_tag_statistics(changes)
     display_statistics_table(changes;console)
+  src/tagi/utils/paths.py:
+    e: path_key,path_matches,path_endswith
+    path_key(path)
+    path_matches(path;pattern)
+    path_endswith(path;suffixes)
   src/tagi/utils/line_builder.py:
     e: LineBuilder
     LineBuilder: __init__(1),add(0),as_list(0),text(0)  # Single place where report line lists are created and mutated...
diff --git a/project/mermaid.export b/project/mermaid.export
index c293958..56dfd4a 100644
--- a/project/mermaid.export
+++ b/project/mermaid.export
@@ -51,8 +51,6 @@ flowchart TD
         src__tagi__planner__grouper___get_primary_tag["_get_primary_tag"]
         src__tagi__planner__preview__preview_plan["preview_plan"]
         src__tagi__planner__preview__preview_changes["preview_changes"]
-        src__tagi__planner__branch_grouper__group_by_branch("group_by_branch CC=8")
-        src__tagi__planner__branch_grouper__get_branch_info["get_branch_info"]
         src__tagi__planner__selector__select_changes_by_tag["select_changes_by_tag"]
         src__tagi__planner__selector__select_low_risk_changes["select_low_risk_changes"]
         src__tagi__planner__selector__select_small_changes["select_small_changes"]
@@ -61,7 +59,66 @@ flowchart TD
         src__tagi__models__change__ChangeMetrics__to_vector["to_vector"]
         src__tagi__cli__git_operations___ensure_tag_prefix["_ensure_tag_prefix"]
         src__tagi__cli__git_operations___is_known_tag["_is_known_tag"]
+        src__tagi__cli__git_operations___resolve_send_target["_resolve_send_target"]
+        src__tagi__cli__git_operations___filter_by_tag["_filter_by_tag"]
     end
+    subgraph tagi__cli
+        tagi__cli__provider_commands__detect_provider_command["detect_provider_command"]
+        tagi__cli__provider_commands___current_branch["_current_branch"]
+        tagi__cli__provider_commands___pr_spec["_pr_spec"]
+        tagi__cli__provider_commands__create_pr["create_pr"]
+        tagi__cli__provider_commands__create_mr["create_mr"]
+    end
+    subgraph tagi__executor
+        tagi__executor__git__GitExecutor____init__["__init__"]
+        tagi__executor__git__GitExecutor___run_command["_run_command"]
+        tagi__executor__git__GitExecutor__add["add"]
+        tagi__executor__git__GitExecutor__commit["commit"]
+        tagi__executor__git__GitExecutor__push["push"]
+        tagi__executor__git__GitExecutor__status["status"]
+        tagi__executor__git__GitExecutor__get_current_branch["get_current_branch"]
+        tagi__executor__git__GitExecutor__get_remote_url["get_remote_url"]
+        tagi__executor__git__GitExecutor__has_staged_changes["has_staged_changes"]
+    end
+    subgraph tagi__planner
+        tagi__planner__branch_grouper__group_by_branch("group_by_branch CC=8")
+        tagi__planner__branch_grouper__get_branch_info["get_branch_info"]
+    end
+    subgraph tagi__providers
+        tagi__providers__base__BaseProvider____init__["__init__"]
+        tagi__providers__base__BaseProvider__is_authenticated["is_authenticated"]
+        tagi__providers__base__BaseProvider__get_auth_status["get_auth_status"]
+        tagi__providers__base__BaseProvider__create_pr["create_pr"]
+        tagi__providers__base__BaseProvider__detect_remote["detect_remote"]
+        tagi__providers__base__BaseProvider___run_command["_run_command"]
+        tagi__providers__base__BaseProvider___get_git_remote_url["_get_git_remote_url"]
+        tagi__providers__base__BaseProvider___check_git_remote_for_provider["_check_git_remote_for_provider"]
+        tagi__providers__gitlab__GitLabProvider__is_authenticated["is_authenticated"]
+        tagi__providers__gitlab__GitLabProvider__get_auth_status["get_auth_status"]
+        tagi__providers__gitlab__GitLabProvider__get_configured_host["get_configured_host"]
+        tagi__providers__gitlab__GitLabProvider__create_pr["create_pr"]
+        tagi__providers__gitlab__GitLabProvider__detect_remote["detect_remote"]
+        tagi__providers__github__GitHubProvider__is_authenticated["is_authenticated"]
+        tagi__providers__github__GitHubProvider__get_auth_status["get_auth_status"]
+        tagi__providers__github__GitHubProvider__get_token["get_token"]
+        tagi__providers__github__GitHubProvider__create_pr["create_pr"]
+        tagi__providers__github__GitHubProvider__detect_remote["detect_remote"]
+    end
+    subgraph tagi__scanner
+        tagi__scanner__files__count_lines_changed["count_lines_changed"]
+        tagi__scanner__status__scan_repo["scan_repo"]
+        tagi__scanner__status__parse_status["parse_status"]
+        tagi__scanner__diff__get_diff["get_diff"]
+        tagi__scanner__diff__get_staged_diff["get_staged_diff"]
+    end
+    subgraph tagi__utils
+        tagi__utils__commands__run_command["run_command"]
+        tagi__utils__detect_provider__get_provider["get_provider"]
+        tagi__utils__detect_provider__detect_git_provider["detect_git_provider"]
+    end
+    src__tagi__config__Config__get_tag_for_path --> src__tagi__utils__paths__path_matches
+    src__tagi__config__Config__get_heuristics_for_path --> src__tagi__utils__paths__path_matches
+    src__tagi__config__Config__should_ignore --> src__tagi__utils__paths__path_matches
     src__tagi__hooks___pre_commit_hook --> src__tagi__hooks___hooks_dir
     src__tagi__hooks__install_hooks --> src__tagi__hooks___pre_commit_hook
     src__tagi__hooks__install_hooks --> src__tagi__hooks___hooks_dir
@@ -85,11 +142,13 @@ flowchart TD
     src__tagi__planner__grouper__group_changes --> src__tagi__utils__risk__total_lines_changed
     src__tagi__planner__grouper__group_changes --> src__tagi__utils__risk__average_risk
     src__tagi__planner__grouper__group_by_tag --> src__tagi__planner__selector__select_changes_by_tag
+    tagi__planner__branch_grouper__group_by_branch --> tagi__utils__commands__run_command
+    tagi__planner__branch_grouper__get_branch_info --> tagi__utils__commands__run_command
     src__tagi__cli__git_operations___is_known_tag --> src__tagi__cli__git_operations___ensure_tag_prefix
     src__tagi__cli__git_operations___resolve_send_target --> src__tagi__cli__git_operations___is_known_tag
     src__tagi__cli__git_operations___filter_by_tag --> src__tagi__utils__change_filter__resolve_filtered_changes
     src__tagi__cli__git_operations___filter_by_tag --> src__tagi__cli__git_operations___ensure_tag_prefix
-    src__tagi__cli__git_operations___execute_git_operations --> src__tagi__utils__detect_provider__get_provider
+    src__tagi__cli__git_operations___execute_git_operations --> tagi__utils__detect_provider__get_provider
     src__tagi__cli__git_operations__send_command --> src__tagi__cli__git_operations___resolve_send_target
     src__tagi__cli__git_operations__send_command --> src__tagi__cli__scan_utils__scan_and_tag
     src__tagi__cli__git_operations__send_command --> src__tagi__cli__git_operations___filter_by_tag
@@ -101,21 +160,22 @@ flowchart TD
     src__tagi__cli__inspection_commands__inspect_command --> src__tagi__cli__display_utils___display_changes
     src__tagi__cli__inspection_commands__inspect_command --> src__tagi__cli__scan_utils__scan_and_tag
     src__tagi__cli__inspection_commands__inspect_command --> src__tagi__config__load_config
-    src__tagi__cli__inspection_commands__inspect_command --> src__tagi__scanner__diff__get_diff
+    src__tagi__cli__inspection_commands__inspect_command --> tagi__scanner__diff__get_diff
     src__tagi__cli__inspection_commands__filter_command --> src__tagi__utils__change_filter__resolve_filtered_changes
     src__tagi__cli__inspection_commands__filter_command --> src__tagi__utils__change_stats__display_statistics_table
     src__tagi__cli__inspection_commands__filter_command --> src__tagi__cli__display_utils___display_changes
     src__tagi__cli__inspection_commands__filter_command --> src__tagi__cli__scan_utils__scan_and_tag
-    src__tagi__cli__inspection_commands__filter_command --> src__tagi__scanner__diff__get_diff
-    src__tagi__cli__inspection_commands__file_command --> src__tagi__scanner__diff__get_diff
+    src__tagi__cli__inspection_commands__filter_command --> tagi__scanner__diff__get_diff
+    src__tagi__cli__inspection_commands__file_command --> tagi__scanner__diff__get_diff
     src__tagi__cli__inspection_commands__file_command --> src__tagi__cli__scan_utils__scan_and_tag
     src__tagi__cli__inspection_commands__file_command --> src__tagi__cli__display_utils___format_tags
-    src__tagi__cli__provider_commands__detect_provider_command --> src__tagi__utils__detect_provider__get_provider
-    src__tagi__cli__provider_commands___pr_spec --> src__tagi__cli__provider_commands___current_branch
-    src__tagi__cli__provider_commands__create_pr --> src__tagi__utils__detect_provider__get_provider
-    src__tagi__cli__provider_commands__create_pr --> src__tagi__cli__provider_commands___pr_spec
-    src__tagi__cli__provider_commands__create_mr --> src__tagi__utils__detect_provider__get_provider
-    src__tagi__cli__provider_commands__create_mr --> src__tagi__cli__provider_commands___pr_spec
+    tagi__cli__provider_commands__detect_provider_command --> tagi__utils__detect_provider__get_provider
+    tagi__cli__provider_commands___current_branch --> tagi__utils__commands__run_command
+    tagi__cli__provider_commands___pr_spec --> tagi__cli__provider_commands___current_branch
+    tagi__cli__provider_commands__create_pr --> tagi__utils__detect_provider__get_provider
+    tagi__cli__provider_commands__create_pr --> tagi__cli__provider_commands___pr_spec
+    tagi__cli__provider_commands__create_mr --> tagi__utils__detect_provider__get_provider
+    tagi__cli__provider_commands__create_mr --> tagi__cli__provider_commands___pr_spec
     src__tagi__cli__core_commands__scan_command --> src__tagi__cli__scan_utils__scan_and_tag
     src__tagi__cli__core_commands__scan_command --> src__tagi__cli__display_utils___display_changes_grouped
     src__tagi__cli__core_commands__scan_command --> src__tagi__cli__display_utils___display_changes
@@ -135,11 +195,11 @@ flowchart TD
     src__tagi__cli__main___configure_command_logging --> src__tagi__utils__logger__setup_logger
     src__tagi__cli__main___is_known_tag --> src__tagi__cli__main___ensure_tag_prefix
     src__tagi__cli__main___resolve_send_target --> src__tagi__cli__main___is_known_tag
-    src__tagi__cli__main__detect_provider --> src__tagi__cli__provider_commands__detect_provider_command
+    src__tagi__cli__main__detect_provider --> tagi__cli__provider_commands__detect_provider_command
     src__tagi__cli__publishing_commands__publish_command --> src__tagi__cli__scan_utils__scan_and_tag
     src__tagi__cli__publishing_commands__publish_command --> src__tagi__cli__publishing_commands___ensure_tag_prefix
     src__tagi__cli__publishing_commands__publish_command --> src__tagi__utils__publish_helpers__create_publish_group
-    src__tagi__cli__publishing_commands__publish_command --> src__tagi__utils__detect_provider__get_provider
+    src__tagi__cli__publishing_commands__publish_command --> tagi__utils__detect_provider__get_provider
     src__tagi__cli__publishing_commands__publish_command --> src__tagi__utils__change_filter__resolve_filtered_changes
     src__tagi__cli__publishing_commands__deploy_command --> src__tagi__cli__scan_utils__scan_and_tag
     src__tagi__cli__publishing_commands__deploy_command --> src__tagi__cli__publishing_commands___ensure_tag_prefix
@@ -152,20 +212,27 @@ flowchart TD
     src__tagi__cli__utility_commands__draft_command --> src__tagi__utils__send_helpers__create_change_group
     src__tagi__cli__utility_commands__draft_command --> src__tagi__composer__commit_message__generate_commit_message
     src__tagi__cli__utility_commands__draft_command --> src__tagi__utils__change_filter__resolve_filtered_changes
-    src__tagi__providers__gitlab__GitLabProvider__is_authenticated --> src__tagi__providers__utils__auth__is_authenticated_from_result
-    src__tagi__providers__gitlab__GitLabProvider__get_auth_status --> src__tagi__providers__utils__auth__get_auth_status_from_result
-    src__tagi__providers__gitlab__GitLabProvider__create_pr --> src__tagi__providers__utils__pr__execute_pr_command
-    src__tagi__providers__gitlab__GitLabProvider__create_pr --> src__tagi__providers__utils__pr__build_pr_command
-    src__tagi__providers__github__GitHubProvider__is_authenticated --> src__tagi__providers__utils__auth__is_authenticated_from_result
-    src__tagi__providers__github__GitHubProvider__get_auth_status --> src__tagi__providers__utils__auth__get_auth_status_from_result
-    src__tagi__providers__github__GitHubProvider__create_pr --> src__tagi__providers__utils__pr__execute_pr_command
-    src__tagi__providers__github__GitHubProvider__create_pr --> src__tagi__providers__utils__pr__build_pr_command
-    src__tagi__scanner__status__scan_repo --> src__tagi__config__load_config
-    src__tagi__scanner__status__scan_repo --> src__tagi__config__Config__should_ignore
-    src__tagi__scanner__status__scan_repo --> src__tagi__scanner__status__parse_status
+    tagi__providers__base__BaseProvider___run_command --> tagi__utils__commands__run_command
+    tagi__providers__gitlab__GitLabProvider__is_authenticated --> src__tagi__providers__utils__auth__is_authenticated_from_result
+    tagi__providers__gitlab__GitLabProvider__get_auth_status --> src__tagi__providers__utils__auth__get_auth_status_from_result
+    tagi__providers__gitlab__GitLabProvider__create_pr --> src__tagi__providers__utils__pr__execute_pr_command
+    tagi__providers__gitlab__GitLabProvider__create_pr --> src__tagi__providers__utils__pr__build_pr_command
+    tagi__providers__github__GitHubProvider__is_authenticated --> src__tagi__providers__utils__auth__is_authenticated_from_result
+    tagi__providers__github__GitHubProvider__get_auth_status --> src__tagi__providers__utils__auth__get_auth_status_from_result
+    tagi__providers__github__GitHubProvider__create_pr --> src__tagi__providers__utils__pr__execute_pr_command
+    tagi__providers__github__GitHubProvider__create_pr --> src__tagi__providers__utils__pr__build_pr_command
+    tagi__scanner__files__count_lines_changed --> tagi__utils__commands__run_command
+    tagi__scanner__status__scan_repo --> tagi__utils__commands__run_command
+    tagi__scanner__status__scan_repo --> src__tagi__config__load_config
+    tagi__scanner__status__scan_repo --> src__tagi__config__Config__should_ignore
+    tagi__scanner__status__scan_repo --> tagi__scanner__status__parse_status
+    tagi__scanner__diff__get_diff --> tagi__utils__commands__run_command
+    tagi__scanner__diff__get_staged_diff --> tagi__utils__commands__run_command
     src__tagi__heuristics__scoring__calculate_risk_score --> src__tagi__heuristics__scoring___lines_risk_weight
     src__tagi__heuristics__scoring__calculate_risk_score --> src__tagi__heuristics__scoring___tag_risk_weight
     src__tagi__heuristics__scoring__calculate_risk_score --> src__tagi__heuristics__scoring___change_type_risk_weight
+    src__tagi__heuristics__metrics___extension_complexity_weight --> src__tagi__utils__paths__path_endswith
+    src__tagi__heuristics__metrics___extension_impact_weight --> src__tagi__utils__paths__path_endswith
     src__tagi__heuristics__metrics__calculate_metrics --> src__tagi__heuristics__metrics___calculate_complexity
     src__tagi__heuristics__metrics__calculate_metrics --> src__tagi__heuristics__metrics___calculate_impact
     src__tagi__heuristics__metrics__calculate_metrics --> src__tagi__heuristics__metrics___calculate_stability
@@ -173,14 +240,18 @@ flowchart TD
     src__tagi__heuristics__metrics__calculate_metrics --> src__tagi__heuristics__metrics___calculate_dependency_depth
     src__tagi__heuristics__metrics___calculate_complexity --> src__tagi__heuristics__metrics___extension_complexity_weight
     src__tagi__heuristics__metrics___calculate_impact --> src__tagi__heuristics__metrics___extension_impact_weight
+    src__tagi__heuristics__metrics___calculate_test_impact --> src__tagi__utils__paths__path_endswith
+    src__tagi__heuristics__metrics___calculate_test_impact --> src__tagi__utils__paths__path_matches
+    src__tagi__heuristics__metrics___calculate_dependency_depth --> src__tagi__utils__paths__path_endswith
     src__tagi__heuristics__tags__apply_tags --> src__tagi__config__load_config
     src__tagi__heuristics__tags__apply_tags --> src__tagi__heuristics__tags___tag_change
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__tags___custom_config_tags
-    src__tagi__heuristics__tags___tag_change --> src__tagi__scanner__files__count_lines_changed
+    src__tagi__heuristics__tags___tag_change --> tagi__scanner__files__count_lines_changed
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__metrics__calculate_metrics
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__scoring__calculate_risk_score
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__tags__apply_path_tags
     src__tagi__heuristics__tags___tag_change --> src__tagi__heuristics__tags___size_tags
+    src__tagi__heuristics__tags__apply_path_tags --> src__tagi__utils__paths__path_matches
     src__tagi__heuristics__rules___get_config_attr --> src__tagi__config__load_config
     src__tagi__heuristics__rules__get_custom_rules --> src__tagi__heuristics__rules___get_config_attr
     src__tagi__heuristics__rules__get_custom_heuristics --> src__tagi__heuristics__rules___get_config_attr
@@ -200,18 +271,22 @@ flowchart TD
     src__tagi__composer__commit_message__generate_commit_message --> src__tagi__config__load_config
     src__tagi__composer___tags__all_tag_values --> src__tagi__composer___tags__all_tags
     src__tagi__composer___tags__summary_tag --> src__tagi__composer___tags__all_tags
+    tagi__executor__git__GitExecutor___run_command --> tagi__utils__commands__run_command
     src__tagi__utils__summary_helpers__build_statistics_section --> src__tagi__utils__risk__total_lines_changed
     src__tagi__utils__summary_helpers__build_statistics_section --> src__tagi__utils__risk__average_risk
-    src__tagi__utils__publish_helpers__detect_and_get_provider --> src__tagi__utils__detect_provider__get_provider
+    src__tagi__utils__publish_helpers__detect_and_get_provider --> tagi__utils__detect_provider__get_provider
     src__tagi__utils__publish_helpers__create_publish_group --> src__tagi__utils__risk__total_lines_changed
     src__tagi__utils__publish_helpers__create_publish_group --> src__tagi__utils__risk__average_risk
-    src__tagi__utils__detect_provider__get_provider --> src__tagi__utils__detect_provider__detect_git_provider
+    tagi__utils__detect_provider__get_provider --> tagi__utils__detect_provider__detect_git_provider
+    tagi__utils__detect_provider__detect_git_provider --> tagi__utils__commands__run_command
     src__tagi__utils__send_helpers__create_change_group --> src__tagi__utils__risk__total_lines_changed
     src__tagi__utils__send_helpers__create_change_group --> src__tagi__utils__risk__average_risk
     src__tagi__utils__change_stats__calculate_tag_statistics --> src__tagi__utils__risk__total_lines_changed
     src__tagi__utils__change_stats__calculate_tag_statistics --> src__tagi__utils__risk__average_risk
     src__tagi__utils__change_stats__display_statistics_table --> src__tagi__utils__risk__total_lines_changed
     src__tagi__utils__change_stats__display_statistics_table --> src__tagi__utils__risk__average_risk
+    src__tagi__utils__paths__path_matches --> src__tagi__utils__paths__path_key
+    src__tagi__utils__paths__path_endswith --> src__tagi__utils__paths__path_key
     src__tagi__utils__change_filter___resolve_tag_enums --> src__tagi__utils__change_filter___normalize_tag
     src__tagi__utils__change_filter__resolve_filtered_changes --> src__tagi__utils__change_filter___resolve_tag_enums
     src__tagi__utils__change_filter__resolve_filtered_changes --> src__tagi__utils__change_filter___changes_matching_any
@@ -224,4 +299,4 @@ flowchart TD
 
     classDef highCC fill:#ff6b6b,stroke:#c92a2a,color:#fff
     classDef medCC fill:#ffd43b,stroke:#f08c00,color:#000
-    class src__tagi__analyzer__metrics__MetricsCollector__collect,src__tagi__planner__branch_grouper__group_by_branch,src__tagi__planner__selector__select_by_tags,src__tagi__planner__selector__select_safe_changes,src__tagi__cli__publishing_commands__publish_command,src__tagi__cli__utility_commands__hooks_command,src__tagi__providers__koru__KoruProvider__analyze_deployment_priority,src__tagi__composer__summary__generate_summary medCC
+    class src__tagi__analyzer__metrics__MetricsCollector__collect,tagi__planner__branch_grouper__group_by_branch,src__tagi__planner__selector__select_by_tags,src__tagi__planner__selector__select_safe_changes,src__tagi__cli__publishing_commands__publish_command,src__tagi__cli__utility_commands__hooks_command,src__tagi__providers__koru__KoruProvider__analyze_deployment_priority,src__tagi__composer__summary__generate_summary medCC
diff --git a/project/planfile-tickets.yaml b/project/planfile-tickets.yaml
index 98aa536..bee7516 100644
--- a/project/planfile-tickets.yaml
+++ b/project/planfile-tickets.yaml
@@ -1,51 +1,11 @@
-source: koru-scan
-# generated in 9.95s
+source: code2llm
+# generated in 0.01s
 schema: code2llm.planfile_tickets.v1
 project_root: /home/tom/github/semcod/tagi
 tickets:
-- signal: code2llm_smell_shotgun_surgery
-  title: 'Address code smell: Shotgun Surgery: path_lower'
-  description: 'code2llm reports `Shotgun Surgery: path_lower` in `src/tagi/heuristics/metrics.py:33`.
-
-
-    Mutation of variable ''path_lower'' spans 8 functions. Changing this logic requires
-    work in many places.
-
-
-    Make the smallest refactor that removes the smell and run local tests.'
-  priority: high
-  labels:
-  - llm-ready
-  - code2llm
-  - code-smell
-  - shotgun-surgery
-  files:
-  - src/tagi/heuristics/metrics.py
-  dedupe_key: 'code2llm:smell:shotgun_surgery:src/tagi/heuristics/metrics.py:33:Shotgun
-    Surgery: path_lower'
-- signal: code2llm_smell_shotgun_surgery
-  title: 'Address code smell: Shotgun Surgery: tags'
-  description: 'code2llm reports `Shotgun Surgery: tags` in `src/tagi/heuristics/tags.py:48`.
-
-
-    Mutation of variable ''tags'' spans 5 functions. Changing this logic requires
-    work in many places.
-
-
-    Make the smallest refactor that removes the smell and run local tests.'
-  priority: high
-  labels:
-  - llm-ready
-  - code2llm
-  - code-smell
-  - shotgun-surgery
-  files:
-  - src/tagi/heuristics/tags.py
-  dedupe_key: 'code2llm:smell:shotgun_surgery:src/tagi/heuristics/tags.py:48:Shotgun
-    Surgery: tags'
 - signal: code2llm_smell_god_function
   title: 'Address code smell: God Function: _tag_change'
-  description: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:22`.
+  description: 'code2llm reports `God Function: _tag_change` in `src/tagi/heuristics/tags.py:23`.
 
 
     Function ''_tag_change'' is oversized: CC=2, fan-out=9, mutations=9.
@@ -60,7 +20,7 @@ tickets:
   - god-function
   files:
   - src/tagi/heuristics/tags.py
-  dedupe_key: 'code2llm:smell:god_function:src/tagi/heuristics/tags.py:22:God Function:
+  dedupe_key: 'code2llm:smell:god_function:src/tagi/heuristics/tags.py:23:God Function:
     _tag_change'
 - signal: code2llm_smell_god_function
   title: 'Address code smell: God Function: group_by_branch'
@@ -233,17 +193,5 @@ tickets:
   - src/tagi/cli/utility_commands.py
   dedupe_key: 'code2llm:smell:god_function:src/tagi/cli/utility_commands.py:25:God
     Function: summary_command'
-applied:
-- 'Address code smell: Shotgun Surgery: path_lower'
-- 'Address code smell: Shotgun Surgery: tags'
-- 'Address code smell: God Function: _tag_change'
-- 'Address code smell: God Function: group_by_branch'
-- 'Address code smell: God Function: group_changes'
-- 'Address code smell: God Function: hooks_command'
-- 'Address code smell: God Function: inspect_command'
-- 'Address code smell: God Function: publish_command'
-- 'Address code smell: God Function: scan_repo'
-- 'Address code smell: God Function: send_command'
-- 'Address code smell: God Function: setup_logger'
-- 'Address code smell: God Function: summary_command'
+applied: []
 skipped: []
diff --git a/project/project.toon.yaml b/project/project.toon.yaml
index f21d04c..24750f9 100644
--- a/project/project.toon.yaml
+++ b/project/project.toon.yaml
@@ -1,8 +1,8 @@
-# tagi | 225 func | 51f | 5609L | python | 2026-09-19
+# tagi | 229 func | 53f | 5590L | python | 2026-09-19
 # generated in 0.00s
 
 HEALTH:
-  CC̄=2.9  critical=3 (limit:10)  dup=0  cycles=2
+  CC̄=2.8  critical=3 (limit:10)  dup=0  cycles=2
 
 ALERTS[10]:
   !!  high_fan_out     scan_repo = 15 (limit:10)
@@ -16,10 +16,10 @@ ALERTS[10]:
   !   high_fan_out     draft_command = 10 (limit:10)
   !   high_fan_out     KoruProvider.analyze_deployment_priority = 10 (limit:10)
 
-MODULES[75] (top by size):
+MODULES[77] (top by size):
   M[goal.yaml] 539L C:0 F:0 CC↑0 D:0 (yaml)
   M[src/tagi/analyzer/dependency_graph.py] 276L C:1 F:16 CC↑7 D:0 (python)
-  M[src/tagi/heuristics/metrics.py] 228L C:0 F:11 CC↑5 D:1 (python)
+  M[src/tagi/heuristics/metrics.py] 223L C:0 F:11 CC↑5 D:1 (python)
   M[src/tagi/ui/design_tokens.py] 221L C:7 F:3 CC↑2 D:0 (python)
   M[src/tagi/cli/utility_commands.py] 211L C:0 F:5 CC↑10 D:0 (python)
   M[src/tagi/providers/koru.py] 171L C:2 F:10 CC↑8 D:0 (python)
@@ -29,10 +29,10 @@ MODULES[75] (top by size):
   M[src/tagi/cli/publishing_commands.py] 139L C:0 F:3 CC↑11 D:0 (python)
   M[koru.yaml] 133L C:0 F:0 CC↑0 D:0 (yaml)
   M[src/tagi/hooks.py] 127L C:0 F:7 CC↑5 D:1 (python)
-  M[src/tagi/config.py] 126L C:1 F:12 CC↑4 D:5 (python)
   M[src/tagi/cli/inspection_commands.py] 120L C:0 F:3 CC↑7 D:0 (python)
   M[src/tagi/utils/change_filter.py] 120L C:0 F:9 CC↑5 D:5 (python)
-  LANGS: python:66/yaml:5/txt:2/shell:1/toml:1
+  M[src/tagi/config.py] 118L C:1 F:12 CC↑4 D:5 (python)
+  LANGS: python:68/yaml:5/txt:2/shell:1/toml:1
 
 HOTSPOTS[10]:
   ★ scan_repo fan=15  // Scan repository for uncommitted changes using git status --porcelain.
@@ -52,4 +52,4 @@ REFACTOR[4]:
   [4] M/M Reduce scan_repo fan-out (currently 15)
 
 EVOLUTION:
-  2026-09-19 CC̄=2.9 crit=3 5609L // Automated analysis
+  2026-09-19 CC̄=2.8 crit=3 5590L // Automated analysis
diff --git a/project/prompt.txt b/project/prompt.txt
index 60e34f0..a35b906 100644
--- a/project/prompt.txt
+++ b/project/prompt.txt
@@ -8,8 +8,8 @@ we are in project path: tagi
 Files for analysis:
 
 Note: project/validation.toon.yaml and project/duplication.toon.yaml are generated by external tools (vallm and redup)
-- analysis.toon.yaml  (Health diagnostics - complexity metrics, god modules, coupling issues, refactoring priorities) [9KB]
-- map.toon.yaml  (Structural map - files, sizes, imports, exports, signatures, project header) [16KB]
+- analysis.toon.yaml  (Health diagnostics - complexity metrics, god modules, coupling issues, refactoring priorities) [10KB]
+- map.toon.yaml  (Structural map - files, sizes, imports, exports, signatures, project header) [17KB]
 - evolution.toon.yaml  (Refactoring queue - ranked actions by impact/effort, risks, metrics targets, history) [1KB]
 - project.toon.yaml  (Compact project overview - generated from project.yaml data) [2KB]
 - context.md  (LLM narrative - architecture summary and project context) [21KB]
diff --git a/src/tagi/cli/__init__.py b/src/tagi/cli/__init__.py
index 6976d00..7856805 100644
--- a/src/tagi/cli/__init__.py
+++ b/src/tagi/cli/__init__.py
@@ -3,10 +3,12 @@
 from tagi.cli.main import (
     app,
     detect_provider,
+    _configure_command_logging,
+)
+from tagi.cli.tag_targets import (
     _ensure_tag_prefix,
     _is_known_tag,
     _resolve_send_target,
-    _configure_command_logging,
 )
 from tagi.cli.provider_commands import create_pr, create_mr
 
diff --git a/src/tagi/cli/git_operations.py b/src/tagi/cli/git_operations.py
index 655d043..75cf9f4 100644
--- a/src/tagi/cli/git_operations.py
+++ b/src/tagi/cli/git_operations.py
@@ -1,62 +1,25 @@
 """Git operations CLI commands: send, auto."""
 
-from pathlib import Path
 from typing import Optional
 import typer
 from rich.console import Console
 
 from tagi.executor.git import GitExecutor
-from tagi.models.change import Tag
 from tagi.planner.sorter import sort_by_complexity
 from tagi.utils.inspect_helpers import resolve_filtered_changes
 from tagi.utils.logger import get_logger
 from tagi.utils.send_helpers import create_change_group
 from tagi.utils.detect_provider import get_provider
 from tagi.cli.scan_utils import scan_and_tag
+from tagi.cli.tag_targets import (
+    _ensure_tag_prefix,
+    _resolve_send_target,
+)
 
 
 console = Console()
 
 
-def _ensure_tag_prefix(tag: str) -> str:
-    """Ensure tag starts with #."""
-    if not tag.startswith("#"):
-        return f"#{tag}"
-    return tag
-
-
-def _is_known_tag(value: str) -> bool:
-    """Return True when the value matches a supported tag."""
-    try:
-        Tag(_ensure_tag_prefix(value))
-        return True
-    except ValueError:
-        return False
-
-
-def _resolve_send_target(target: Optional[str], repo_path: str) -> tuple[str, Optional[str]]:
-    """Resolve send positional input as either a tag or a repository path."""
-    if target is None:
-        return repo_path, None
-
-    # An explicit --repo-path means the positional argument is always a tag.
-    if repo_path != ".":
-        return repo_path, target
-
-    # Known tags are treated as tags.
-    if _is_known_tag(target):
-        return repo_path, target
-
-    # An existing filesystem path is treated as the repository path.
-    candidate = Path(target).expanduser()
-    if candidate.exists():
-        return str(candidate), None
-
-    # Otherwise treat the value as a (possibly unknown) tag so the caller can
-    # report it cleanly instead of failing on a missing path.
-    return repo_path, target
-
-
 def _filter_by_tag(changes, tag: Optional[str]):
     """Filter changes to ``tag``; returns all changes when tag is None."""
     if tag is None:
diff --git a/src/tagi/cli/main.py b/src/tagi/cli/main.py
index 251c1dd..67df2eb 100644
--- a/src/tagi/cli/main.py
+++ b/src/tagi/cli/main.py
@@ -1,12 +1,8 @@
 """CLI interface for tagi."""
 
-from pathlib import Path
-from typing import Optional
-
 import typer
 from rich.console import Console
 
-from tagi.models.change import Tag
 from tagi.utils.logger import setup_logger
 
 # Import command modules
@@ -47,40 +43,6 @@ def _configure_command_logging(verbose: bool) -> None:
         setup_logger(verbose=True).debug("Verbose logging enabled")
 
 
-def _ensure_tag_prefix(tag: str) -> str:
-    """Ensure tag has # prefix."""
-    if not tag.startswith("#"):
-        return f"#{tag}"
-    return tag
-
-
-def _is_known_tag(value: str) -> bool:
-    """Return True when the value matches a supported tag."""
-    try:
-        Tag(_ensure_tag_prefix(value))
-        return True
-    except ValueError:
-        return False
-
-
-def _resolve_send_target(target: Optional[str], repo_path: str) -> tuple[str, Optional[str]]:
-    """Resolve send positional input as either a tag or a repository path."""
-    if target is None:
-        return repo_path, None
-
-    if repo_path != ".":
-        return repo_path, target
-
-    if _is_known_tag(target):
-        return repo_path, target
-
-    candidate = Path(target).expanduser()
-    if candidate.exists():
-        return str(candidate), None
-
-    return repo_path, target
-
-
 # Register core commands
 app.command(name="scan")(scan_command)
 app.command(name="list-groups")(list_groups_command)
diff --git a/src/tagi/cli/publishing_commands.py b/src/tagi/cli/publishing_commands.py
index cc0fa50..cd531da 100644
--- a/src/tagi/cli/publishing_commands.py
+++ b/src/tagi/cli/publishing_commands.py
@@ -8,18 +8,12 @@
 from tagi.utils.publish_helpers import create_publish_group
 from tagi.utils.detect_provider import get_provider
 from tagi.cli.scan_utils import scan_and_tag
+from tagi.cli.tag_targets import _ensure_tag_prefix
 
 
 console = Console()
 
 
-def _ensure_tag_prefix(tag: str) -> str:
-    """Ensure tag starts with #."""
-    if not tag.startswith("#"):
-        return f"#{tag}"
-    return tag
-
-
 def publish_command(
     tag: str = typer.Argument(..., help="Tag to publish (e.g., #small)"),
     repo_path: str = typer.Argument(".", help="Path to repository"),
diff --git a/src/tagi/cli/tag_targets.py b/src/tagi/cli/tag_targets.py
new file mode 100644
index 0000000..95ad9ec
--- /dev/null
+++ b/src/tagi/cli/tag_targets.py
@@ -0,0 +1,45 @@
+"""Shared tag-target helpers for the cli command modules."""
+
+from pathlib import Path
+from typing import Optional
+
+from tagi.models.change import Tag
+
+
+def _ensure_tag_prefix(tag: str) -> str:
+    """Ensure tag starts with #."""
+    if not tag.startswith("#"):
+        return f"#{tag}"
+    return tag
+
+
+def _is_known_tag(value: str) -> bool:
+    """Return True when the value matches a supported tag."""
+    try:
+        Tag(_ensure_tag_prefix(value))
+        return True
+    except ValueError:
+        return False
+
+
+def _resolve_send_target(target: Optional[str], repo_path: str) -> tuple[str, Optional[str]]:
+    """Resolve send positional input as either a tag or a repository path."""
+    if target is None:
+        return repo_path, None
+
+    # An explicit --repo-path means the positional argument is always a tag.
+    if repo_path != ".":
+        return repo_path, target
+
+    # Known tags are treated as tags.
+    if _is_known_tag(target):
+        return repo_path, target
+
+    # An existing filesystem path is treated as the repository path.
+    candidate = Path(target).expanduser()
+    if candidate.exists():
+        return str(candidate), None
+
+    # Otherwise treat the value as a (possibly unknown) tag so the caller can
+    # report it cleanly instead of failing on a missing path.
+    return repo_path, target
diff --git a/src/tagi/cli/utility_commands.py b/src/tagi/cli/utility_commands.py
index 11e2580..d6c5cdc 100644
--- a/src/tagi/cli/utility_commands.py
+++ b/src/tagi/cli/utility_commands.py
@@ -10,18 +10,12 @@
 from tagi.utils.inspect_helpers import resolve_filtered_changes
 from tagi.cli.display_utils import _format_tags
 from tagi.cli.scan_utils import scan_and_tag
+from tagi.cli.tag_targets import _ensure_tag_prefix
 
 
 console = Console()
 
 
-def _ensure_tag_prefix(tag: str) -> str:
-    """Ensure tag starts with #."""
-    if not tag.startswith("#"):
-        return f"#{tag}"
-    return tag
-
-
 def summary_command(
     repo_path: str = typer.Argument(".", help="Path to repository"),
     output: Optional[str] = typer.Option(None, "--output", "-o", help="Output file for summary report"),