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feat: align all 27 agents with official plugin-dev triggering format - #8

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terry90918 merged 49 commits into
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May 29, 2026
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feat: align all 27 agents with official plugin-dev triggering format#8
terry90918 merged 49 commits into
mainfrom
develop

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@terry90918

@terry90918 terry90918 commented May 29, 2026

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Audited the plugin with the plugin-dev skills (plugin-structure, agent-development) and applied the validated improvements.

Changes

  • 27 agents → official triggering format: every description rewritten to Use this agent when… Typical triggers include… See "When to invoke"… + a new ## When to invoke body section (third-person scenario bullets). Improves auto-dispatch hit rate; passes official validate-agent.sh with 0 errors.
  • Color fix: verification-reviewer orangeyellow (orange is outside the official validator color set); docs markers synced (🟠→🟡).
  • Second person: opened the analyzer agent prompts in second person where missing.
  • plugin.json: added homepage (parity with marketplace.json); manifest descriptions corrected (27 agents, single command).
  • CLAUDE.md: documented the triggering-format convention + validator command for future agents.

Validation

  • validate-agent.sh across all 27 agents: 0 errors; 27/27 start with "Use this agent when" and have a When-to-invoke section.
  • JSON valid; counts unchanged (27 agents / 1 command / 3 skills).

🤖 Generated with Claude Code

Summary by CodeRabbit

  • New Features

    • Enhanced agent documentation with explicit "When to invoke" guidance for all 27 specialized reviewers, clarifying which agent to use for specific code review scenarios
  • Documentation

    • Expanded agent descriptions with scenario-based invocation triggers and clearer usage guidelines
    • Updated plugin metadata describing the complete code review ecosystem with auto-dispatch by file type
  • Style

    • Updated verification-reviewer visual indicator color from orange to yellow

Review Change Stack

terry90918 and others added 30 commits May 27, 2026 15:32
Rewrites CLAUDE.md to serve as a genuine Claude Code session guide:
- Add no-build-steps declaration (pure Markdown content repo)
- Add branch workflow, commit type guide with Release Please impact
- Add version drift warning (plugin.json v1.2.0 vs marketplace.json v1.0.0)
- Add agent/skill frontmatter schema reference
- Add environment variables for Bitbucket PR review
- Document --focus options for /review-pr
- Remove discoverable-by-ls content (17 lang reviewer names, 7 predictable command mappings)
- Remove static GitHub repo metadata

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Remove "(9 個)" from Commands header (table only shows 2 key entries)
- Replace pinned version numbers with a grep command to verify sync;
  specific versions rot once the drift is fixed

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…and agent/command distinction

- Add directory structure overview with .claude-plugin/ explanation
- Add PR creation gh api commands for labels/assignee
- Enumerate all 17 language agents by name
- Expand Commands table to list all 9 language commands
- Note that 10 language agents have no corresponding /xxx-review command
- Add step 5 to "新增 Agent" checklist (update CLAUDE.md counts)
- Add step 4 to "新增 Command" checklist (update CLAUDE.md table)
- Fix version sync section: Release Please auto-syncs via extra-files;
  develop branch needs git merge origin/main after each release PR
- Add current version (v1.2.0) to project overview
- Add missing "新增 Skill" workflow (5 steps with subdirectory structure)
- Fix Plugin Manifest update guidance: version is auto-synced, only
  keywords and description need manual updates
- Fix directory structure comment to reflect auto-sync mechanism
Replace vague "push to main = 自動發布" with accurate flow:
feat/fix commits → Release Please opens release PR on main →
merging that PR triggers new version publish. Prevents confusion
where any push to main is expected to immediately publish.
…ontext

Inspired by CodeRabbit's architecture research:

1. /review-pr — Verification layer (Step 4):
   Replace simple dedupe with 5-step verification process:
   contradiction filter, confidence filter (≥80%), FP guard,
   and multi-agent agreement requirement. Batch delivery of
   findings only after all agents complete verification.

2. /review-pr & /code-review — Linked issues context:
   Fetch GitHub issues referenced in PR body (Fixes/Closes/
   Resolves/Related to #N) and include issue title+description
   as review context. Reduces false positives by giving agents
   PR intent beyond just the diff.

3. /code-review — Incremental review mode (--from=<commit>):
   New --from=<commit> flag limits review scope to files changed
   since a given commit/branch (e.g. --from=main, --from=HEAD~3).
   Avoids re-reviewing already-reviewed code on large branches.
Closes the biggest recall gap vs CodeRabbit by adding explicit
caller tracing to all three review entry points:

- agents/code-reviewer.md: Expand Step 3 with Caller Tracing block —
  grep for all call sites of modified exported symbols, read 3-5
  most relevant callers before applying review checklist
- commands/review-pr.md: Step 2 now traces callers for each modified
  exported symbol found in the diff before running parallel agents
- commands/code-review.md: GitHub PR Phase 2 CONTEXT gains Step 5
  (Caller Tracing) after changed-files enumeration

All three skip private/test-only symbols to prevent context explosion.
Phase 3 improvement: move static analysis from post-review validation
to pre-review context building, so agents review code with linter
signals already available.

- commands/code-review.md:
  - Phase 2 gains Step 6 (Static Analysis): run tsc/lint/clippy/vet/ruff
    before review starts, capture output (head -60 per tool)
  - Phase 3 opens with cross-reference instruction: any file:line
    already flagged by linter treated as elevated-confidence finding
  - Phase 4 VALIDATE simplified to test + build only (lint/typecheck
    already ran in Phase 2, results recorded there)
- commands/review-pr.md:
  - Step 2 appends linter capture after caller tracing; output passed
    as context when launching each parallel agent in Step 3
Matches CodeRabbit's approach of always producing a file-by-file
overview before listing findings, giving reviewers an at-a-glance
map of PR scope.

- commands/review-pr.md: new Step 5 generates a Walkthrough table
  (file | change type | one-sentence summary) before posting findings;
  old steps 5-6 renumbered to 6-7
- commands/code-review.md: Phase 6 REPORT template gains a Walkthrough
  section between the decision header and the Summary paragraph
…tracing grep

`--include="*.{ts,tsx,...}"` uses shell brace expansion which grep's fnmatch
does not support — the pattern is matched literally and returns no results,
silently breaking caller tracing. Replaced with individual --include flags in
commands/code-review.md and commands/review-pr.md to match agents/code-reviewer.md.
…mental diff semantics

- Replace `grep -oP` (PCRE, unavailable on macOS BSD grep) with `perl -ne`
  for linked-issue extraction in both code-review.md and review-pr.md;
  also switch from `xargs` to `while read` to avoid executing `gh issue view`
  with no arguments when no issues are linked
- Fix incremental review diff: `git diff --name-only <commit>..HEAD` excludes
  uncommitted working-directory changes; drop `..HEAD` to compare <commit>
  directly against the working tree, consistent with default Local Review Mode
…review profiles, CI checks

Phase 1 quality improvements derived from CodeRabbit architecture research:

- Add verification-reviewer agent: second-pass gate that validates HIGH/CRITICAL
  findings before output, mirroring CodeRabbit's Verification Agent pattern
- Fix review-pr.md Step 4b: CRITICAL findings from security-reviewer now always
  bypass contradiction filter regardless of agent agreement count
- Add Step 3.5 verification pass to /review-pr pipeline; launches verification-
  reviewer after parallel agents complete
- Add Review Effort score (1–5) to /review-pr walkthrough with rubric
- Add NITPICK severity tier to code-reviewer agent (below LOW, style-only)
- Add --profile=chill|assertive flag to /code-review (chill: CRITICAL+HIGH only;
  assertive: all 5 levels including NITPICK, default)
- Add CI check reading (gh pr checks) to GitHub PR Mode Phase 2 as context;
  failing checks elevate related code paths to priority review
- Upgrade HIGH/CRITICAL output format: require diff block + AI Implementation
  Prompt for every actionable finding
- Update agent count to 25 across CLAUDE.md, README.md, docs/index.html
…ler grep -n, pipefail guards

- Fix linked issues perl regex to capture all #N per matching line (handles
  "Fixes #1, #2"); use while(/.../gi) loop instead of single-capture print
- Add read -r to while read loops to handle backslashes correctly
- Change caller tracing grep -l (filenames only) to -n (file:line:match) in
  review-pr.md, code-review.md, and agents/code-reviewer.md — aligns with
  the "read 3–5 most relevant callers" instruction
- Add || true to all static analysis commands (tsc, lint, clippy, vet, ruff)
  to prevent pipefail environments from aborting context collection
- Clarify incremental mode: use git diff <commit> (not <commit>..HEAD) to
  include uncommitted working tree changes; remove ambiguous Phase 2 reference
- CLAUDE.md: rename "Agent Frontmatter 必填欄位" to "建議欄位"; clarify
  name/description/color are required, tools/model are recommended
- Bump version v1.1.0 → v1.2.0 in nav and footer
- Add verification-reviewer agent card (orange, 通用主審 section)
- Add NITPICK severity row to severity table
- Add --profile=chill|assertive to /code-review syntax and profile section
- Add Verification Pass (Step 3.5) and Walkthrough/Effort Score sections to /review-pr
README.md:
- Add verification-reviewer to 通用主審 agents table
- Update architecture diagram to include verification-reviewer
- Update feature table: parallel review now mentions verification pass

CLAUDE.md:
- Add design principles 6 (verification gate) and 7 (NITPICK tier)
…tion guide

Add 常用操作速查 index table at top for faster session orientation, and
新增 本地驗證 section with commit checklist to prevent common omissions
(missing README/index.html/CLAUDE.md count updates after adding agents).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…ion sync trigger

- Move /reload-plugins out of bash block (it's a Claude Code slash command,
  not a shell command) to prevent new contributors from running it in terminal
- Add count verification one-liner to detect stale agent/command/skill counts
- Add git log check to surface when develop branch needs version sync
Phase 1 — Signal-to-Noise Filter + Evidence Gate:
- commands/code-review.md: severity-based delivery (CRITICAL/HIGH as inline
  comments with suggestion blocks, MEDIUM as summary table, LOW/NITPICK as
  collapsible <details>); Phase 6.5 auto-updates PR description with review
  summary; Phase 1.5 CLASSIFY routes DOCS/CONFIG to Fast Path, LOGIC/SECURITY
  to Slow Path; Phase 8 saves last-reviewed commit for incremental tracking;
  Phase 2 Step 1 loads .claude/review-paths.yaml for path-based rules;
  Bitbucket Phase 7 updated to match three-step severity delivery
- commands/review-pr.md: Step 5 posts walkthrough as dedicated first comment
  (before findings) with optional Mermaid sequence diagram; Step 6 rewritten
  to severity-based delivery with inline suggestion blocks; pr-walkthrough-writer
  added to parallel agent list
- agents/verification-reviewer.md: Gates 1 and 3 now require mandatory Bash
  commands (grep/Read) before any verdict; CONFIRMED output includes Evidence
  and Caller check fields; Confidence Standard updated to require actual
  command output

Phase 2 — New agent:
- agents/pr-walkthrough-writer.md: new agent that generates file-change table
  and Mermaid sequence diagrams; used in /review-pr parallel step

Update counts: 25 → 26 agents, 6 → 7 parallel agents in /review-pr
New agent performs sequential pre-computation before parallel reviewer
agents launch:
- L2: grep-based import dependency tracing (1 BFS hop) — identifies
  files NOT in the diff but that depend on changed code
- L3: git log co-change risk analysis (last 50 commits) — surfaces
  files historically paired with changed files but absent from this PR
- SHA-based cache in .claude/code-graph/ — reuses map across sessions
  when HEAD commit matches; cache miss triggers fresh computation

Integration:
- /review-pr Step 2.5: runs code-graph-analyzer sequentially, injects
  IMPACT_MAP into each parallel agent's prompt as context
- /code-review Phase 2.5: same pattern for local diff and PR modes

Also updates all documentation (README, CLAUDE.md, docs/index.html)
to reflect 27 agents total.
…eatures

Resolved add/add and content conflicts between v1.3.0 release commit
and develop's new work (code-graph-analyzer, CodeRabbit-parity pipeline).
Kept develop HEAD for all conflicted files — develop contains all v1.3.0
content plus the new additions.
Address claude-review HIGH finding and Copilot suppressed comments:
- docs/index.html meta description: 26-agent → 27-agent
- docs/index.html stat-num Parallel PR Agents: 6 → 7
- docs/index.html lead paragraph: 25 個 → 27 個
- docs/index.html feature list: 25 Reviewer → 27 Agent, 六並行 → 七並行
- docs/index.html parallel section description: 6 → 7 + add code graph context
- README.md architecture tree: 25 個 reviewer agents → 27 個 agent (×2)
- commands/code-review.md: unify Phase 1.5 \$NUMBER/\${NUMBER} → <NUMBER> placeholder
- commands/code-review.md: clarify .claude/review-paths.yaml is optional user-created file
- agents/verification-reviewer.md: add || true to Gate 1 and Gate 3 grep to survive set -e/pipefail
- agents/code-graph-analyzer.md: exclude test files (*.test.*, *.spec.*, __tests__) from L2b dependents scan
- agents/code-graph-analyzer.md: add .git and test file exclusions to require() style scan
- CLAUDE.md: clarify docs: goes to CHANGELOG but doesn't trigger version bump (not completely ignored)
- commands/code-review.md Phase 6.5: replace --body "\$STRIPPED..." with
  printf pipe to --body-file - to prevent shell injection from PR body
  containing quotes or \$(command) subshells
- agents/code-graph-analyzer.md L3: pass \$FILE via env var (FILE="\$FILE"
  python3) instead of interpolating into -c string, preventing injection
  from malicious filenames with shell metacharacters
- agents/code-graph-analyzer.md: move node_modules/.git/test exclusions
  from output filtering (| grep -v) to search stage (--exclude-dir/--exclude)
  for faster scan within the 60s time budget
- agents/verification-reviewer.md: change Gate 3 grep from BRE \| to
  ERE (-ERn with |) for portability; add --exclude-dir for node_modules/.git
- agents/pr-walkthrough-writer.md: wrap Step 5 example in 4-backtick
  fence so inner ```mermaid block doesn't break the outer code fence
- commands/review-pr.md: add security-reviewer back to Step 3 parallel
  agents list (was missing, causing contradiction with Step 3.5/4b
  exception rules); update 七→八 agent count in CLAUDE.md/README/docs
- commands/code-review.md: add text/markdown language tags to bare code
  fences in Step 7a (MD040); add profile gate notes to Step 7b/7c so
  --profile=chill correctly suppresses MEDIUM/LOW/NITPICK sections
- commands/review-pr.md: add text/markdown language tags to bare fences
  at Step 2.5 impact map block and Step 6a comment/suggestion blocks
- docs/index.html: fix Parallel PR Agents stat 7→8; add security-reviewer
  and pr-walkthrough-writer rows to parallel agents table (was 6, now 8)
- README.md: fix stale "6 個專項 agent" → "8 個專項 agent" in section 3
…iewer

Step 3.5 and Step 4b exception rules were narrowed to security-reviewer
only, violating CLAUDE.md Design Principle #6 ('CRITICAL 不可被移除,最多降為
HIGH' — no agent-source qualifier). Expand both rules back to 'any agent'
and drop the redundant note on the security-reviewer list entry.
…add principles #6/#7

- Parallel agents table: remove misleading 'CRITICAL 不可被移除' from
  security-reviewer row (rule now applies to all agents, not just this one)
- Design Principles: add #6 Verification gate (CRITICAL 最多降為 HIGH) and
  #7 NITPICK 分層 (--profile=chill skips MEDIUM/LOW/NITPICK) to align with
  CLAUDE.md which lists 7 principles
…position in CLAUDE.md

- commands/review-pr.md: fix argument-hint from stale security|performance|types|tests
  to comments|tests|errors|types|code|simplify (matches usage text and agent mapping)
- CLAUDE.md: add note to /review-pr 協作 section clarifying full 8-agent parallel list
  = code-reviewer + security-reviewer (通用主審) + 6 協作 agents
Replace stale security/performance focus values with the correct
options: comments|tests|errors|types|code|simplify.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
terry90918 and others added 7 commits May 27, 2026 21:19
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
…-review

Collapse the 9 slash commands into one /code-review entry point that
auto-detects the language/framework of changed files and dispatches the
matching specialist reviewer agents — no per-language command needed.

- Remove /review-pr and the 7 language commands (cpp/fastapi/flutter/go/
  kotlin/python/rust); fold their multi-agent parallel + verification
  capability into /code-review.
- Add Language/Framework Auto-Dispatch: by file extension (.py→python-
  reviewer, .go→go-reviewer, …), refined by content for frameworks
  (Django/FastAPI/Flutter). Detected-only, zero match = zero waste.
- Both local and PR modes now run the same full pipeline (code-graph →
  8 general agents + dispatched specialists → verification Phase 3.5 →
  aggregate). Local reports to terminal; PR publishes to GitHub/Bitbucket.
- Keep --focus and --profile flags.
- Sync CLAUDE.md, README.md, docs/index.html (badges/stats 9→1,
  architecture, sidebar, contributing guide).

BREAKING CHANGE: /review-pr and all /<lang>-review commands are removed.
Use /code-review for everything — language specialists are now dispatched
automatically based on the changed files.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
plugin.json and marketplace.json described 24 reviewer agents (actual: 27)
and parallel PR review commands; after the 9-to-1 refactor there is a single
/code-review command that auto-dispatches language specialists. Sync all
three description strings to match.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Audited the plugin against the plugin-dev skills (plugin-structure,
agent-development) and applied the validated improvements:

- Rewrite every agent description to the official triggering shape
  (Use this agent when... Typical triggers include... See When to invoke)
  and add a ## When to invoke body section with third-person scenario
  bullets. Improves auto-dispatch hit rate; passes validate-agent.sh with
  zero errors.
- Fix verification-reviewer color orange -> yellow (orange is outside the
  official validator color set); sync the docs marker.
- Open the six analyzer agent prompts in second person where missing.
- Add homepage to plugin.json (parity with marketplace.json).
- Document the triggering-format convention + validator command in CLAUDE.md.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings May 29, 2026 07:18
@terry90918 terry90918 added the enhancement New feature or request label May 29, 2026
@terry90918 terry90918 self-assigned this May 29, 2026
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ℹ️ Review info
⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: b030673f-9813-41c8-a5d1-1a948edd5071

📥 Commits

Reviewing files that changed from the base of the PR and between c24b0fb and 75c2207.

📒 Files selected for processing (29)
  • CLAUDE.md
  • agents/code-graph-analyzer.md
  • agents/code-reviewer.md
  • agents/cpp-reviewer.md
  • agents/csharp-reviewer.md
  • agents/database-reviewer.md
  • agents/django-reviewer.md
  • agents/fastapi-reviewer.md
  • agents/flutter-reviewer.md
  • agents/fsharp-reviewer.md
  • agents/go-reviewer.md
  • agents/healthcare-reviewer.md
  • agents/java-reviewer.md
  • agents/kotlin-reviewer.md
  • agents/mle-reviewer.md
  • agents/network-config-reviewer.md
  • agents/pr-walkthrough-writer.md
  • agents/python-reviewer.md
  • agents/rust-reviewer.md
  • agents/security-reviewer.md
  • agents/silent-failure-hunter.md
  • agents/swift-reviewer.md
  • agents/type-design-analyzer.md
  • agents/typescript-reviewer.md
  • agents/verification-reviewer.md
  • docs/index.html
  • skills/flutter-dart-code-review/SKILL.md
  • skills/security-review/SKILL.md
  • skills/security-scan/SKILL.md
📝 Walkthrough

Walkthrough

This PR standardizes the documentation and metadata across 27 code-review agent prompts by expanding agent descriptions, adding structured "When to invoke" trigger sections, and updating the plugin manifest to reflect auto-dispatch capabilities. The verification-reviewer agent is repositioned as a final validation gate and recolored from orange to yellow throughout the UI and documentation.

Changes

Agent prompt standardization and ecosystem metadata

Layer / File(s) Summary
Plugin ecosystem and documentation standards
.claude-plugin/marketplace.json, .claude-plugin/plugin.json, CLAUDE.md, README.md
Plugin metadata and guidance documentation are updated to reflect 27 file-type auto-dispatched reviewer agents and a single /code-review command. CLAUDE.md establishes the "When to invoke" section as a required standard for all agent prompts. verification-reviewer color changes from orange to yellow in documentation references.
Core code-review infrastructure agents
agents/code-graph-analyzer.md, agents/code-reviewer.md, agents/code-simplifier.md, agents/comment-analyzer.md, agents/type-design-analyzer.md
Foundation agents receive clarified descriptions anchored to concrete usage scenarios and new "When to invoke" sections. code-graph-analyzer describes its pre-computation impact-mapping role; code-reviewer adds trigger-based guidance (staged diffs, exported symbol changes, security-sensitive code); comment-analyzer focuses on comment accuracy and maintenance debt.
Language-specific reviewer agents
agents/cpp-reviewer.md, agents/csharp-reviewer.md, agents/fsharp-reviewer.md, agents/go-reviewer.md, agents/java-reviewer.md, agents/kotlin-reviewer.md, agents/python-reviewer.md, agents/rust-reviewer.md, agents/swift-reviewer.md, agents/typescript-reviewer.md
Ten language reviewers are standardized with scenario-driven descriptions and consistent "When to invoke" sections covering file-type detection, language-idiom concerns (ownership, async, type safety, memory management), and security/performance-sensitive paths.
Framework and database reviewer agents
agents/django-reviewer.md, agents/fastapi-reviewer.md, agents/flutter-reviewer.md, agents/database-reviewer.md
Framework agents specify ORM/migration/async/widget patterns and invocation triggers; database-reviewer clarifies PostgreSQL/Supabase best practices for schema, SQL, and migration reviews with defined "When to invoke" bullets.
Domain, quality, and process analysis agents
agents/healthcare-reviewer.md, agents/mle-reviewer.md, agents/network-config-reviewer.md, agents/pr-test-analyzer.md, agents/pr-walkthrough-writer.md, agents/silent-failure-hunter.md, agents/security-reviewer.md
Specialized agents are enhanced with domain-focused descriptions: healthcare addresses CDSS/HIPAA/medical data integrity; MLE covers pipelines and training; network-config targets infrastructure security; PR agents focus on test coverage, workflow visualization, and error-handling rigor; security-reviewer enumerates OWASP-aligned threat categories.
Verification agent and visual styling
agents/verification-reviewer.md, docs/index.html
verification-reviewer is repositioned from a secondary pass to a final-gate validator for HIGH/CRITICAL findings, with explicit "When to invoke" guidance for false-positive demotion and findings-fixed verification. Agent color is changed from orange (#b05a00) to yellow (#a06818) throughout documentation and HTML UI styling.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~12 minutes

Possibly related PRs

  • jurislm/code-review#2: Updates agents/code-reviewer.md with a "Caller Tracing" workflow section that complements this PR's "When to invoke" invocation guidance.
  • jurislm/code-review#4: Modifies agents/code-graph-analyzer.md and the overall agent pipeline orchestration, which this PR's updated "when to invoke" guidance aligns with.

Suggested labels

documentation

Poem

🐰 Twenty-seven agents dressed in yellow, gold, and blue,
Each with triggers clear and sections fresh and new,
When to invoke, now everyone can see—
A code-review feast for you and me!

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly and specifically summarizes the main change: standardizing all 27 agents to use the official plugin-dev triggering format, which is the primary objective across the entire changeset.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.

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Code Review

變更摘要

  • 27 個 agent 的 description 統一改為官方 triggering 格式(Use this agent when…),每個 agent body 新增 ## When to invoke 區塊(2–4 條第三人稱 prose bullet)。
  • verification-reviewer 顏色由 orange(非 validator 認可色)修正為 yellow,相關文件(README、CLAUDE.md、docs/index.html)同步更新。
  • plugin.json 補上 homepage 欄位;manifest 描述中的 agent 數量從 24 修正為 27。

優點

27 個 agent 格式高度一致,## When to invoke 每條 bullet 都帶有具體情境描述,符合 CLAUDE.md 所記載的官方 triggering 格式。orangeyellow 修正是必要的 validator 合規修正。


問題與建議

⚠️ HIGH CLAUDE.md:54 — 顏色備註括號內容與核准清單直接矛盾

Trigger: 下一位新增 agent 的開發者閱讀此行:

color: blue  # 必填;官方 validator 認可:blue/cyan/green/yellow/magenta/red(避免 orange/purple/cyan 以外的色)

「避免 orange/purple/cyan 以外的色」的中文語義為「避免使用不屬於 orange、purple、cyan 的顏色」,即只允許 orange/purple/cyan 三色。但 orange 和 purple 均不在 validator 核准清單內(正確清單為 blue/cyan/green/yellow/magenta/red),cyan 才是核准色。若照此括號指引操作,開發者會選用 orange 或 purple,這兩種顏色正是本 PR 費力修正的問題根源。

Fix: 將括號更正為:

(orange 和 purple 非官方認可色,避免使用)

或直接刪除括號,因為前方的核准清單已足夠清晰。


結論

需修改(1 條 HIGH 建議:CLAUDE.md 備註括號語義錯誤,會誤導未來 agent 作者選用非合規顏色)

…format

Per the plugin-dev skill-development spec, skill descriptions should use
third person ("This skill should be used when...") with specific trigger
phrases so Claude activates them reliably. All three skills used the
wrong person or had no triggers:

- security-review: "Use this skill when..." -> third person, fuller triggers
- security-scan: content blurb -> "This skill should be used when the user
  asks to scan .claude config / audit hooks/MCP/agents..."
- flutter-dart-code-review: content blurb -> "This skill should be used
  when reviewing Flutter/Dart code or .dart changes..."

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

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Pull request overview

將 27 個 agent 的 frontmatter description 統一改寫為官方 plugin-dev triggering 格式(Use this agent when… Typical triggers include… See "When to invoke"…),並補上 ## When to invoke 區塊,提升自動 dispatch 命中率並通過官方 validate-agent.sh。同時修正 verification-reviewer 顏色(orange → yellow,validator 不認可的色),對齊文件中各處標記,並同步 plugin/marketplace 描述至實際的 27 agents / 1 command。

Changes:

  • 27 個 agent 一致改採 triggering 格式 description + ## When to invoke 區塊,並將部分 analyzer prompt 改為第二人稱
  • verification-reviewer 顏色 orange → yellow,並同步更新 README.mdCLAUDE.mddocs/index.html 對應標記
  • plugin.json 新增 homepage,並更新 plugin/marketplace 描述為 27 agents / 單一 /code-review command;CLAUDE.md 文件化此 triggering 格式慣例

Reviewed changes

Copilot reviewed 35 out of 35 changed files in this pull request and generated 1 comment.

Show a summary per file
File Description
agents/*.md(24 個 reviewer + 3 個 analyzer,共 27 個) 改寫 description 為官方 triggering 格式並補 ## When to invoke 區塊;verification-reviewer 額外將 color 由 orange 改為 yellow;analyzer agents 改第二人稱
CLAUDE.md 更新 frontmatter 範例的 color/description 說明,新增 triggering 格式與 validator 指令;verification-reviewer 顏色標記同步為 yellow(但 line 89 顏色註解語意有誤)
README.md verification-reviewer 表格的色標由 🟠 orange 改為 🟡 yellow
docs/index.html verification-reviewer 卡片配色由 #b05a00 改為 #a06818(與 yellow 標識對齊)
.claude-plugin/plugin.json 描述更新為 27 agents / 單一 command,新增 homepage 欄位
.claude-plugin/marketplace.json metadata.descriptionplugins[0].description 同步為 27 agents / 單一 command

Comment thread CLAUDE.md Outdated
tools: [Read, Grep, Glob] # 建議;按需加 Bash, Write, Edit
model: sonnet # 建議;預設 sonnet;特殊:healthcare-reviewer 用 opus
color: green # 必填;green/blue/yellow/magenta/red/orange/purple/cyan/gray
color: blue # 必填;官方 validator 認可:blue/cyan/green/yellow/magenta/red(避免 orange/purple/cyan 以外的色)

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Actionable comments posted: 6

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@agents/code-graph-analyzer.md`:
- Line 3: The agent description currently references the stale command
"/review-pr Step 2.5"; update the description string in
agents/code-graph-analyzer.md to replace "/review-pr Step 2.5" with the unified
command "/code-review Phase 2.5" (or equivalent canonical phrasing used
elsewhere) so invocation guidance matches the repository's documented command
structure; search for the literal "/review-pr Step 2.5" in the description field
and change it to the approved "/code-review Phase 2.5" wording.

In `@agents/go-reviewer.md`:
- Around line 18-24: Move the "## When to invoke" section so it appears
immediately after the frontmatter (i.e., as the first top-level section), not
after "## Prompt Defense Baseline"; locate the existing "## When to invoke"
header and the "## Prompt Defense Baseline" header in agents/go-reviewer.md, cut
the entire "## When to invoke" block and paste it directly after the file
frontmatter, and ensure it contains 2–4 concise bullet points about when to run
the Go reviewer (preserve the existing bullets or trim to 2–4 if necessary).

In `@agents/pr-walkthrough-writer.md`:
- Around line 14-19: Move the "## When to invoke" heading and its content so it
appears immediately after the file frontmatter in
agents/pr-walkthrough-writer.md; locate the existing "## When to invoke" block
and the "## Prompt Defense Baseline" heading and cut the entire "## When to
invoke" section (including the three bullet points) and paste it directly above
"## Prompt Defense Baseline" so the "## When to invoke" section sits right after
the frontmatter as required by the agents/**/*.md guideline.

In `@agents/python-reviewer.md`:
- Around line 18-24: Move the "## When to invoke" section so it appears
immediately after the document frontmatter (before the "## Prompt Defense
Baseline" header), ensure the section header is exactly "## When to invoke", and
keep 2–4 concise bullet points like those in the diff (e.g., Python files
changed, Type-hint gaps, Non-Pythonic patterns, Security or error-handling
risks) to conform to the agents/**/*.md convention.

In `@agents/type-design-analyzer.md`:
- Around line 18-23: Move the "## When to invoke" section so it immediately
follows the frontmatter block at the top of agents/type-design-analyzer.md
(i.e., before the "## Prompt Defense Baseline" section), ensuring it contains
2–4 concise bullet points; specifically relocate the existing "## When to
invoke" header and its three bullets intact, confirm placement directly after
frontmatter, and verify the file now matches the agents/**/*.md guideline for
section ordering and bullet count.

In `@CLAUDE.md`:
- Line 89: Update the guidance text for the "color" field so it explicitly
states the allowed values and which are disallowed: replace the ambiguous
parenthetical with an unambiguous sentence like “Valid values: blue, cyan,
green, yellow, magenta, red (only these are accepted); orange and purple are not
valid.” Ensure this change targets the "color" guidance line and references the
allowed set (blue/cyan/green/yellow/magenta/red) and explicitly names orange and
purple as invalid.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: f474590a-5a3d-43de-905c-08bd82bbcc6f

📥 Commits

Reviewing files that changed from the base of the PR and between cedbba2 and c24b0fb.

📒 Files selected for processing (32)
  • .claude-plugin/marketplace.json
  • .claude-plugin/plugin.json
  • CLAUDE.md
  • README.md
  • agents/code-graph-analyzer.md
  • agents/code-reviewer.md
  • agents/code-simplifier.md
  • agents/comment-analyzer.md
  • agents/cpp-reviewer.md
  • agents/csharp-reviewer.md
  • agents/database-reviewer.md
  • agents/django-reviewer.md
  • agents/fastapi-reviewer.md
  • agents/flutter-reviewer.md
  • agents/fsharp-reviewer.md
  • agents/go-reviewer.md
  • agents/healthcare-reviewer.md
  • agents/java-reviewer.md
  • agents/kotlin-reviewer.md
  • agents/mle-reviewer.md
  • agents/network-config-reviewer.md
  • agents/pr-test-analyzer.md
  • agents/pr-walkthrough-writer.md
  • agents/python-reviewer.md
  • agents/rust-reviewer.md
  • agents/security-reviewer.md
  • agents/silent-failure-hunter.md
  • agents/swift-reviewer.md
  • agents/type-design-analyzer.md
  • agents/typescript-reviewer.md
  • agents/verification-reviewer.md
  • docs/index.html

Comment thread agents/code-graph-analyzer.md Outdated
Comment thread agents/go-reviewer.md Outdated
Comment thread agents/pr-walkthrough-writer.md
Comment thread agents/python-reviewer.md Outdated
Comment thread agents/type-design-analyzer.md Outdated
Comment thread CLAUDE.md Outdated

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Code Review

變更摘要

  • 將全部 27 個 agent 的 description 欄位重寫為官方第三人稱 triggering 格式,並在每個 agent body 加入 ## When to invoke 區塊,以提升自動 dispatch 命中率。
  • 修正 verification-reviewer 顏色:frontmatter orangeyellow,同步更新 README、docs、CLAUDE.md。
  • 更新 manifest 描述(24 → 27 agents),plugin.json 新增 homepage 欄位;技能描述改寫為 "This skill should be used when…" 觸發格式。

優點

27 條重寫後的 description 格式一致、結構清晰,## When to invoke 的情境描述準確具體,通過官方 validator 0 errors 有意義地驗證了格式合規性。

問題與建議

⚠️ HIGH CLAUDE.md(diff +54 行)— 顏色說明的括號補充語意相反,直接違背本 PR 修正目標

Trigger: 任何貢獻者照著 CLAUDE.md 新加的 frontmatter 範例說明選顏色時,讀到:

color: blue  # 必填;官方 validator 認可:blue/cyan/green/yellow/magenta/red(避免 orange/purple/cyan 以外的色)

括號內 (避免 orange/purple/cyan 以外的色) 的語意是「只保留 orange/purple/cyan,其餘一律避開」,恰好與前半句認可列表相反——照字面理解會使用 orange(正是本 PR 要消除的錯誤色),且將 blue/green/yellow/magenta/red 全部列為「應避開」。

Fix: 將括號改為正向列舉排除項,例如:

color: blue  # 必填;官方 validator 認可:blue/cyan/green/yellow/magenta/red(勿使用 orange/purple/gray)

結論

需修改(1 條 HIGH 建議)

…le ref

Resolves findings from the PR #8 reviews (claude, Copilot, CodeRabbit):

- Move ## When to invoke to immediately after frontmatter (before
  ## Prompt Defense Baseline) in the 7 agents where it was placed lower:
  go, python, rust, typescript reviewers + silent-failure-hunter,
  type-design-analyzer, pr-walkthrough-writer. Matches the documented
  agents/**/*.md convention; pure section move, no content change.
- CLAUDE.md color note: reword the contradictory parenthetical so it
  clearly states only blue/cyan/green/yellow/magenta/red are valid and
  orange/purple/gray are not.
- code-graph-analyzer description: drop the stale /review-pr Step 2.5
  reference, keep /code-review Phase 2.5.

Re-validated: validate-agent.sh 0 errors across all 27; When-to-invoke
now precedes Prompt Defense Baseline in every agent.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@terry90918

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Contributor Author

Review 回覆(49d8f70)

感謝四位 reviewer。三項 actionable finding 已全部處理:

1. ## When to invoke 位置(CodeRabbit ×4,Major/Minor)
稽核發現實際有 7 個 agent 把該區塊放在 ## Prompt Defense Baseline 之後(go / python / rust / typescript reviewers + silent-failure-hunter / type-design-analyzer / pr-walkthrough-writer,皆來自同一批並行改寫)。已全部移到緊接 frontmatter 之後、## Prompt Defense Baseline 之前——純區塊搬移,內容不變,移除處保留單一空行。

2. CLAUDE.md 顏色備註語意矛盾(claude ×2 HIGH + Copilot)
(避免 orange/purple/cyan 以外的色) 語意相反。已改為:官方 validator 僅認可:blue/cyan/green/yellow/magenta/red(orange、purple、gray 等非認可色勿用)

3. code-graph-analyzer 殘留 /review-pr Step 2.5(CodeRabbit Minor)
已改為 /code-review Phase 2.5/review-pr 已於 v2 重構移除)。

驗證:官方 validate-agent.sh 全 27 agent 0 errors## When to invoke 在每個 agent 中均位於 ## Prompt Defense Baseline 之前。

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Code Review

變更摘要

  • 27 個 agent 的 description 統一改寫為官方 triggering 格式(Use this agent when…),並在 body 新增 ## When to invoke 區塊(2–4 條第三人稱 bullet),提升自動 dispatch 命中率。
  • verification-reviewer 顏色從 orange(非官方認可色)改為 yellow,同步更新 agent frontmatter、CLAUDE.md、README.md、docs/index.html。
  • plugin.json 修正 agent 數量(24 → 27)、新增 homepage 欄位;marketplace.json 同步修正描述。

優點

  • 全部 27 個 agent frontmatter + body 格式一致,符合官方 validator 要求,且顏色限制(blue/cyan/green/yellow/magenta/red)在所有修改後的檔案中均正確。
  • docs/index.html 的 hex #a06818 與其他 yellow/magenta 系列 agent 共用,符合既有設計系統,不產生視覺不一致。
  • 描述修正有實質內容(舊 "24"→新 "27"),manifest 資訊準確。

問題與建議

無 — 此 PR 通過 Phase 3 全部過濾。

結論

可合併(含 0 條建議)

…-review)

Addresses findings from /code-review #8 (recall-biased pass) on this PR:

- Restore the proactive-dispatch imperatives the triggering-format rewrite
  had stripped from 15 agent descriptions (verified 15 deleted, 0 retained):
  "MUST BE USED for X projects" on the language/framework reviewers, and
  "Use PROACTIVELY ..." on code-reviewer, security-reviewer, database-reviewer,
  code-graph-analyzer, verification-reviewer. Kept inside the official
  "Use this agent when... Typical triggers include..." format so both signals
  coexist. validate-agent.sh still 0 errors; all 27 still start with the
  required phrase.
- docs/index.html: verification-reviewer card #a06818 (the --amber token, an
  orange shade) -> #9a8200 (true yellow) so the landing page matches the
  yellow label used in frontmatter/README/CLAUDE.md.
- CLAUDE.md: document that descriptions must keep the imperative alongside the
  triggering format; note the validator requires the plugin-dev plugin and how
  to locate the script if the cache path differs.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

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Code Review

變更摘要

  • 所有 27 個 agent 的 description 改寫為官方 triggering 格式,並新增 ## When to invoke body 區塊,提升自動 dispatch 命中率。
  • verification-reviewer 顏色由 orange 改為 yellow,符合官方 validator 認可色集,並同步更新 README、CLAUDE.md、docs/index.html。
  • plugin.json 補上 homepage,manifest description 更正為 27 agents;CLAUDE.md 補充 triggering 格式規範與 validator 使用說明。

問題與建議

⚠️ HIGH agents/fastapi-reviewer.mdflutter-reviewer.mdhealthcare-reviewer.mdkotlin-reviewer.mdmle-reviewer.mdnetwork-config-reviewer.md — CLAUDE.md 新規則與 6 個 agent 實際內容不一致

Trigger: 本 PR 在 CLAUDE.md(diff 行 61)明確寫入「語言/框架 agent 用 MUST BE USED for X projects.,描述務必包含 proactive imperative,否則自動 dispatch 命中率下降」。然而同一 PR 改寫這 6 個 language/framework specialist 的 description 後,均未加入任何 MUST BE USEDPROACTIVELY 強觸發語:

  • fastapi-reviewerUse this agent when reviewing FastAPI applications…(無 imperative)
  • flutter-reviewerUse this agent when reviewing Flutter and Dart code…(無 imperative)
  • healthcare-reviewerUse this agent when reviewing healthcare application code…(無 imperative)
  • kotlin-reviewerUse this agent when reviewing Kotlin code…(無 imperative)
  • mle-reviewerUse this agent when reviewing production machine-learning engineering code…(無 imperative)
  • network-config-reviewerUse this agent when reviewing router and switch configurations…(無 imperative)

相較之下,cpp-reviewergo-reviewerpython-reviewer 等 11 個同類 agent 都已加入,形成不一致狀態。這直接違反了本 PR 自己引入的規則,並對這 6 個 agent 的自動 dispatch 命中率造成影響。

Fix: 在每個缺少 imperative 的 agent description 末端(See "When to invoke"… 之前)補上對應的強觸發語,例如:

  • fastapi-reviewerMUST BE USED for FastAPI projects.
  • flutter-reviewerMUST BE USED for Flutter projects.
  • healthcare-reviewerMUST BE USED for healthcare and EMR/EHR projects.
  • kotlin-reviewerMUST BE USED for Kotlin and Android/KMP projects.
  • mle-reviewerMUST BE USED for ML/MLOps projects.
  • network-config-reviewerMUST BE USED for network configuration reviews.

結論

需修改(1 條 HIGH 建議)

回應 PR #8 code review(HIGH):本 PR 在 CLAUDE.md 引入「語言/框架 agent 描述須含
MUST BE USED for X projects.」規則,但這 6 個 agent 改寫 description 後未加,與
cpp/go/python 等 11 個同類不一致,降低自動 dispatch 命中率。

於各 description 末(See "When to invoke" 之前)補上:
- fastapi-reviewer:        MUST BE USED for FastAPI projects.
- flutter-reviewer:        MUST BE USED for Flutter projects.
- healthcare-reviewer:     MUST BE USED for healthcare and EMR/EHR projects.
- kotlin-reviewer:         MUST BE USED for Kotlin and Android/KMP projects.
- mle-reviewer:            MUST BE USED for ML/MLOps projects.
- network-config-reviewer: MUST BE USED for network configuration reviews.

官方 validate-agent.sh:6 檔全 PASS(exit 0)。

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Code Review

變更摘要

  • 將全部 27 個 agent 的 description 改寫為官方 triggering 格式(Use this agent when…),並在 body 新增 ## When to invoke 區塊(2–4 條第三人稱 bullet)。
  • verification-reviewercolor 從不合規的 orange 改為 yellow,並同步更新 README.md、CLAUDE.md、docs/index.html。
  • 更新 plugin manifest(marketplace.json / plugin.json)的描述(24→27 agents),plugin.json 補充 homepage 欄位。

優點

  • 27 個 agent 全數套用相同格式,一致性高;proactive imperative(MUST BE USED / Use PROACTIVELY)均保留,未因格式重構而遺失。
  • ## When to invoke bullet 的情境描述具體(觸發條件 + agent 應做什麼),符合官方規範。
  • verification-reviewer 的 orange → yellow 修正正確,且跨三個檔案(agent frontmatter / README / docs)同步,無遺漏。

問題與建議

無 — 此 PR 通過 Phase 3 全部過濾。

在 chill profile(僅回報 HIGH / CRITICAL)下,未發現任何可觸發的高危問題:

  • 所有 agent description 的事實陳述與現有 CLAUDE.md 計數(27 agents / 1 command / 3 skills)一致。
  • 所有 agent 仍保有對應的強觸發語(語言/框架 agent → MUST BE USED;主動型 agent → Use PROACTIVELY)。
  • JSON schema 欄位正確,color 均在官方認可集合(blue/cyan/green/yellow/magenta/red)內。
  • Skill description 改寫格式(This skill should be used when…)三個 skill 一致,且不違反 CLAUDE.md 規範。

結論

可合併(含 0 條建議)

…" form

Second self-review pass on PR #8 caught 3 LOW polish issues introduced
by the previous imperative-restoration commit:

- code-graph-analyzer: imperative "Use PROACTIVELY as the pre-computation
  step before parallel reviewers launch." tripled an already-stated concept.
  Shortened to "Use PROACTIVELY before launching parallel reviewers."
- code-reviewer: imperative chained two clauses; "Use immediately after
  writing or modifying code;" duplicated the opener. Trimmed to just
  "MUST BE USED for all code changes."
- java-reviewer: "MUST BE USED for all Java code changes." deviated from
  the "MUST BE USED for X projects." convention all other 9 language
  reviewers (and CLAUDE.md) use. Normalized to "MUST BE USED for Java
  projects."

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
@terry90918
terry90918 merged commit 4f940a3 into main May 29, 2026
3 checks passed

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Code Review

變更摘要

  • 全部 27 個 agent 的 description 統一改寫為官方 triggering 格式(Use this agent when…),並在 frontmatter 後加入 ## When to invoke 情境說明區塊,提升自動 dispatch 命中率。
  • verification-reviewercolor 從不被 validator 認可的 orange 修正為 yellow,同步更新 CLAUDE.md、README.md 和 docs/index.html。
  • plugin.json 補上 homepage 欄位,plugin.jsonmarketplace.json 的描述文字一同修正為正確數字(27 agents / 1 command)。

優點

17 個語言/框架 agent 全數補上 MUST BE USED for X projects.;security-reviewer、database-reviewer、code-graph-analyzer、verification-reviewer 保留 Use PROACTIVELY——符合 CLAUDE.md 新增規則「triggering 格式與強觸發語必須並存」。官方 validator 0 錯誤通過。

問題與建議

無 — 此 PR 通過 Phase 3 全部過濾。

結論

可合併(含 0 條建議)

terry90918 added a commit that referenced this pull request May 29, 2026
* docs: overhaul CLAUDE.md with actionable session guidance

Rewrites CLAUDE.md to serve as a genuine Claude Code session guide:
- Add no-build-steps declaration (pure Markdown content repo)
- Add branch workflow, commit type guide with Release Please impact
- Add version drift warning (plugin.json v1.2.0 vs marketplace.json v1.0.0)
- Add agent/skill frontmatter schema reference
- Add environment variables for Bitbucket PR review
- Document --focus options for /review-pr
- Remove discoverable-by-ls content (17 lang reviewer names, 7 predictable command mappings)
- Remove static GitHub repo metadata

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: fix Commands header count and remove stale version snapshot

- Remove "(9 個)" from Commands header (table only shows 2 key entries)
- Replace pinned version numbers with a grep command to verify sync;
  specific versions rot once the drift is fixed

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: improve CLAUDE.md with directory structure, full command list, and agent/command distinction

- Add directory structure overview with .claude-plugin/ explanation
- Add PR creation gh api commands for labels/assignee
- Enumerate all 17 language agents by name
- Expand Commands table to list all 9 language commands
- Note that 10 language agents have no corresponding /xxx-review command
- Add step 5 to "新增 Agent" checklist (update CLAUDE.md counts)
- Add step 4 to "新增 Command" checklist (update CLAUDE.md table)

* docs: improve CLAUDE.md accuracy and completeness

- Fix version sync section: Release Please auto-syncs via extra-files;
  develop branch needs git merge origin/main after each release PR
- Add current version (v1.2.0) to project overview
- Add missing "新增 Skill" workflow (5 steps with subdirectory structure)
- Fix Plugin Manifest update guidance: version is auto-synced, only
  keywords and description need manual updates
- Fix directory structure comment to reflect auto-sync mechanism

* docs: clarify plugin release trigger mechanism

Replace vague "push to main = 自動發布" with accurate flow:
feat/fix commits → Release Please opens release PR on main →
merging that PR triggers new version publish. Prevents confusion
where any push to main is expected to immediately publish.

* feat: add verification layer, incremental review, and linked issues context

Inspired by CodeRabbit's architecture research:

1. /review-pr — Verification layer (Step 4):
   Replace simple dedupe with 5-step verification process:
   contradiction filter, confidence filter (≥80%), FP guard,
   and multi-agent agreement requirement. Batch delivery of
   findings only after all agents complete verification.

2. /review-pr & /code-review — Linked issues context:
   Fetch GitHub issues referenced in PR body (Fixes/Closes/
   Resolves/Related to #N) and include issue title+description
   as review context. Reduces false positives by giving agents
   PR intent beyond just the diff.

3. /code-review — Incremental review mode (--from=<commit>):
   New --from=<commit> flag limits review scope to files changed
   since a given commit/branch (e.g. --from=main, --from=HEAD~3).
   Avoids re-reviewing already-reviewed code on large branches.

* feat: add Code Graph simulation via systematic caller tracing

Closes the biggest recall gap vs CodeRabbit by adding explicit
caller tracing to all three review entry points:

- agents/code-reviewer.md: Expand Step 3 with Caller Tracing block —
  grep for all call sites of modified exported symbols, read 3-5
  most relevant callers before applying review checklist
- commands/review-pr.md: Step 2 now traces callers for each modified
  exported symbol found in the diff before running parallel agents
- commands/code-review.md: GitHub PR Phase 2 CONTEXT gains Step 5
  (Caller Tracing) after changed-files enumeration

All three skip private/test-only symbols to prevent context explosion.

* feat: inject linter output into review context before analysis begins

Phase 3 improvement: move static analysis from post-review validation
to pre-review context building, so agents review code with linter
signals already available.

- commands/code-review.md:
  - Phase 2 gains Step 6 (Static Analysis): run tsc/lint/clippy/vet/ruff
    before review starts, capture output (head -60 per tool)
  - Phase 3 opens with cross-reference instruction: any file:line
    already flagged by linter treated as elevated-confidence finding
  - Phase 4 VALIDATE simplified to test + build only (lint/typecheck
    already ran in Phase 2, results recorded there)
- commands/review-pr.md:
  - Step 2 appends linter capture after caller tracing; output passed
    as context when launching each parallel agent in Step 3

* feat: add structured walkthrough summary to review output

Matches CodeRabbit's approach of always producing a file-by-file
overview before listing findings, giving reviewers an at-a-glance
map of PR scope.

- commands/review-pr.md: new Step 5 generates a Walkthrough table
  (file | change type | one-sentence summary) before posting findings;
  old steps 5-6 renumbered to 6-7
- commands/code-review.md: Phase 6 REPORT template gains a Walkthrough
  section between the decision header and the Summary paragraph

* fix: replace brace expansion with multiple --include flags in caller tracing grep

`--include="*.{ts,tsx,...}"` uses shell brace expansion which grep's fnmatch
does not support — the pattern is matched literally and returns no results,
silently breaking caller tracing. Replaced with individual --include flags in
commands/code-review.md and commands/review-pr.md to match agents/code-reviewer.md.

* fix: address Copilot review findings — grep -oP portability and incremental diff semantics

- Replace `grep -oP` (PCRE, unavailable on macOS BSD grep) with `perl -ne`
  for linked-issue extraction in both code-review.md and review-pr.md;
  also switch from `xargs` to `while read` to avoid executing `gh issue view`
  with no arguments when no issues are linked
- Fix incremental review diff: `git diff --name-only <commit>..HEAD` excludes
  uncommitted working-directory changes; drop `..HEAD` to compare <commit>
  directly against the working tree, consistent with default Local Review Mode

* feat: CodeRabbit-parity upgrades — verification agent, effort score, review profiles, CI checks

Phase 1 quality improvements derived from CodeRabbit architecture research:

- Add verification-reviewer agent: second-pass gate that validates HIGH/CRITICAL
  findings before output, mirroring CodeRabbit's Verification Agent pattern
- Fix review-pr.md Step 4b: CRITICAL findings from security-reviewer now always
  bypass contradiction filter regardless of agent agreement count
- Add Step 3.5 verification pass to /review-pr pipeline; launches verification-
  reviewer after parallel agents complete
- Add Review Effort score (1–5) to /review-pr walkthrough with rubric
- Add NITPICK severity tier to code-reviewer agent (below LOW, style-only)
- Add --profile=chill|assertive flag to /code-review (chill: CRITICAL+HIGH only;
  assertive: all 5 levels including NITPICK, default)
- Add CI check reading (gh pr checks) to GitHub PR Mode Phase 2 as context;
  failing checks elevate related code paths to priority review
- Upgrade HIGH/CRITICAL output format: require diff block + AI Implementation
  Prompt for every actionable finding
- Update agent count to 25 across CLAUDE.md, README.md, docs/index.html

* fix: address Copilot review findings — linked issues multi-match, caller grep -n, pipefail guards

- Fix linked issues perl regex to capture all #N per matching line (handles
  "Fixes #1, #2"); use while(/.../gi) loop instead of single-capture print
- Add read -r to while read loops to handle backslashes correctly
- Change caller tracing grep -l (filenames only) to -n (file:line:match) in
  review-pr.md, code-review.md, and agents/code-reviewer.md — aligns with
  the "read 3–5 most relevant callers" instruction
- Add || true to all static analysis commands (tsc, lint, clippy, vet, ruff)
  to prevent pipefail environments from aborting context collection
- Clarify incremental mode: use git diff <commit> (not <commit>..HEAD) to
  include uncommitted working tree changes; remove ambiguous Phase 2 reference
- CLAUDE.md: rename "Agent Frontmatter 必填欄位" to "建議欄位"; clarify
  name/description/color are required, tools/model are recommended

* docs: update landing page for v1.2.0

- Bump version v1.1.0 → v1.2.0 in nav and footer
- Add verification-reviewer agent card (orange, 通用主審 section)
- Add NITPICK severity row to severity table
- Add --profile=chill|assertive to /code-review syntax and profile section
- Add Verification Pass (Step 3.5) and Walkthrough/Effort Score sections to /review-pr

* docs: update README and CLAUDE.md for v1.2.0 features

README.md:
- Add verification-reviewer to 通用主審 agents table
- Update architecture diagram to include verification-reviewer
- Update feature table: parallel review now mentions verification pass

CLAUDE.md:
- Add design principles 6 (verification gate) and 7 (NITPICK tier)

* docs: improve CLAUDE.md with quick-reference table and local verification guide

Add 常用操作速查 index table at top for faster session orientation, and
新增 本地驗證 section with commit checklist to prevent common omissions
(missing README/index.html/CLAUDE.md count updates after adding agents).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: improve CLAUDE.md — fix /reload-plugins format and clarify version sync trigger

- Move /reload-plugins out of bash block (it's a Claude Code slash command,
  not a shell command) to prevent new contributors from running it in terminal
- Add count verification one-liner to detect stale agent/command/skill counts
- Add git log check to surface when develop branch needs version sync

* feat: upgrade review pipeline to CodeRabbit-parity quality

Phase 1 — Signal-to-Noise Filter + Evidence Gate:
- commands/code-review.md: severity-based delivery (CRITICAL/HIGH as inline
  comments with suggestion blocks, MEDIUM as summary table, LOW/NITPICK as
  collapsible <details>); Phase 6.5 auto-updates PR description with review
  summary; Phase 1.5 CLASSIFY routes DOCS/CONFIG to Fast Path, LOGIC/SECURITY
  to Slow Path; Phase 8 saves last-reviewed commit for incremental tracking;
  Phase 2 Step 1 loads .claude/review-paths.yaml for path-based rules;
  Bitbucket Phase 7 updated to match three-step severity delivery
- commands/review-pr.md: Step 5 posts walkthrough as dedicated first comment
  (before findings) with optional Mermaid sequence diagram; Step 6 rewritten
  to severity-based delivery with inline suggestion blocks; pr-walkthrough-writer
  added to parallel agent list
- agents/verification-reviewer.md: Gates 1 and 3 now require mandatory Bash
  commands (grep/Read) before any verdict; CONFIRMED output includes Evidence
  and Caller check fields; Confidence Standard updated to require actual
  command output

Phase 2 — New agent:
- agents/pr-walkthrough-writer.md: new agent that generates file-change table
  and Mermaid sequence diagrams; used in /review-pr parallel step

Update counts: 25 → 26 agents, 6 → 7 parallel agents in /review-pr

* feat: add code-graph-analyzer agent with .claude/code-graph/ persistence

New agent performs sequential pre-computation before parallel reviewer
agents launch:
- L2: grep-based import dependency tracing (1 BFS hop) — identifies
  files NOT in the diff but that depend on changed code
- L3: git log co-change risk analysis (last 50 commits) — surfaces
  files historically paired with changed files but absent from this PR
- SHA-based cache in .claude/code-graph/ — reuses map across sessions
  when HEAD commit matches; cache miss triggers fresh computation

Integration:
- /review-pr Step 2.5: runs code-graph-analyzer sequentially, injects
  IMPACT_MAP into each parallel agent's prompt as context
- /code-review Phase 2.5: same pattern for local diff and PR modes

Also updates all documentation (README, CLAUDE.md, docs/index.html)
to reflect 27 agents total.

* fix: correct stale agent counts in docs — 26→27, 25→27, 六→七 parallel

Address claude-review HIGH finding and Copilot suppressed comments:
- docs/index.html meta description: 26-agent → 27-agent
- docs/index.html stat-num Parallel PR Agents: 6 → 7
- docs/index.html lead paragraph: 25 個 → 27 個
- docs/index.html feature list: 25 Reviewer → 27 Agent, 六並行 → 七並行
- docs/index.html parallel section description: 6 → 7 + add code graph context
- README.md architecture tree: 25 個 reviewer agents → 27 個 agent (×2)

* fix: address Copilot PR review findings (7 items)

- commands/code-review.md: unify Phase 1.5 \$NUMBER/\${NUMBER} → <NUMBER> placeholder
- commands/code-review.md: clarify .claude/review-paths.yaml is optional user-created file
- agents/verification-reviewer.md: add || true to Gate 1 and Gate 3 grep to survive set -e/pipefail
- agents/code-graph-analyzer.md: exclude test files (*.test.*, *.spec.*, __tests__) from L2b dependents scan
- agents/code-graph-analyzer.md: add .git and test file exclusions to require() style scan
- CLAUDE.md: clarify docs: goes to CHANGELOG but doesn't trigger version bump (not completely ignored)

* fix: patch 2 HIGH shell injection vulnerabilities

- commands/code-review.md Phase 6.5: replace --body "\$STRIPPED..." with
  printf pipe to --body-file - to prevent shell injection from PR body
  containing quotes or \$(command) subshells
- agents/code-graph-analyzer.md L3: pass \$FILE via env var (FILE="\$FILE"
  python3) instead of interpolating into -c string, preventing injection
  from malicious filenames with shell metacharacters

* fix: address Copilot PR review round 2 (4 items)

- agents/code-graph-analyzer.md: move node_modules/.git/test exclusions
  from output filtering (| grep -v) to search stage (--exclude-dir/--exclude)
  for faster scan within the 60s time budget
- agents/verification-reviewer.md: change Gate 3 grep from BRE \| to
  ERE (-ERn with |) for portability; add --exclude-dir for node_modules/.git
- agents/pr-walkthrough-writer.md: wrap Step 5 example in 4-backtick
  fence so inner ```mermaid block doesn't break the outer code fence
- commands/review-pr.md: add security-reviewer back to Step 3 parallel
  agents list (was missing, causing contradiction with Step 3.5/4b
  exception rules); update 七→八 agent count in CLAUDE.md/README/docs

* fix: address CodeRabbit review (6 items)

- commands/code-review.md: add text/markdown language tags to bare code
  fences in Step 7a (MD040); add profile gate notes to Step 7b/7c so
  --profile=chill correctly suppresses MEDIUM/LOW/NITPICK sections
- commands/review-pr.md: add text/markdown language tags to bare fences
  at Step 2.5 impact map block and Step 6a comment/suggestion blocks
- docs/index.html: fix Parallel PR Agents stat 7→8; add security-reviewer
  and pr-walkthrough-writer rows to parallel agents table (was 6, now 8)
- README.md: fix stale "6 個專項 agent" → "8 個專項 agent" in section 3

* fix: restore CRITICAL protection to all agents, not just security-reviewer

Step 3.5 and Step 4b exception rules were narrowed to security-reviewer
only, violating CLAUDE.md Design Principle #6 ('CRITICAL 不可被移除,最多降為
HIGH' — no agent-source qualifier). Expand both rules back to 'any agent'
and drop the redundant note on the security-reviewer list entry.

* docs: fix index.html — remove stale security-reviewer CRITICAL note, add principles #6/#7

- Parallel agents table: remove misleading 'CRITICAL 不可被移除' from
  security-reviewer row (rule now applies to all agents, not just this one)
- Design Principles: add #6 Verification gate (CRITICAL 最多降為 HIGH) and
  #7 NITPICK 分層 (--profile=chill skips MEDIUM/LOW/NITPICK) to align with
  CLAUDE.md which lists 7 principles

* fix: sync review-pr argument-hint and clarify /review-pr parallel composition in CLAUDE.md

- commands/review-pr.md: fix argument-hint from stale security|performance|types|tests
  to comments|tests|errors|types|code|simplify (matches usage text and agent mapping)
- CLAUDE.md: add note to /review-pr 協作 section clarifying full 8-agent parallel list
  = code-reviewer + security-reviewer (通用主審) + 6 協作 agents

* docs: update /review-pr --focus examples to match argument-hint

Replace stale security/performance focus values with the correct
options: comments|tests|errors|types|code|simplify.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: update README --focus examples and add design principles #6-#7

- Fix stale --focus values (security/performance → comments/errors/code/simplify)
- Add principle #6: Verification gate (CRITICAL cannot be dropped)
- Add principle #7: NITPICK 分層 (--profile=chill vs assertive)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: address code review findings — CRITICAL protection, grep safety, incremental clarity, L2 language coverage

- verification-reviewer: INVALID/FALSE POSITIVE verdicts now demote CRITICAL to HIGH instead of removing entirely; protection extended from security-reviewer-only to all agents
- verification-reviewer Gate 1: use -F (fixed-string) grep to prevent regex metacharacters in finding descriptions causing false INVALID demotions
- verification-reviewer Gate 3: use -r instead of -R to prevent symlink infinite loops in pnpm monorepos
- code-review Phase 5: add explicit CRITICAL_COUNT/HIGH_COUNT/MEDIUM_COUNT/LOW_COUNT counting step so Phase 6.5 SUMMARY_BLOCK has real values instead of empty strings
- code-review Phase 1.5: reframe incremental detection as skip-if-unchanged gate (not diff-scoping), add explanatory note; store LOGIC_FILES/SECURITY_FILES in arrays instead of echo-only
- code-review Phase 2.5: pass ${LOGIC_FILES[@]} and ${SECURITY_FILES[@]} arrays explicitly to code-graph-analyzer
- code-graph-analyzer Step 2b: add language-specific import patterns for Python, Java/Kotlin, Rust, Swift, C#, Ruby, PHP; add --include=*.rb and --include=*.php to fix silent gap for files classified as LOGIC
- docs/index.html: add 前置分析 sidebar nav link pointing to #agents-graph section

* docs: update landing page — verification-reviewer CRITICAL protection + code-graph-analyzer multi-language L2 coverage

* fix: address code review findings — LOGIC extensions and bash tag

- Add missing file extensions (.cpp/.dart/.vue etc.) to LOGIC case in
  Phase 1.5 classifier; previously C++ and Flutter PRs fell through to
  OTHER and triggered the Fast Path, causing logic review to be silently
  skipped (#4372102283, claude[bot] HIGH)
- Add bash language tag to /review-pr example code block in README.md
  (#4372111736, CodeRabbit)

* fix: address code review findings — 15 correctness and structural bugs

Fixes 15 bugs found by /code-review #4 across the multi-agent PR review pipeline:

**verification-reviewer**: UNCERTAIN verdict now includes CRITICAL carve-out,
preventing silent removal of CRITICAL findings (were silently dropped before).

**review-pr**: Step 4b exception now explicitly covers CRITICAL→HIGH demotions
by verification-reviewer; Step 4f defines LOW_COUNT/LOW_NITPICK_LIST variables;
Step 3 adds --focus filtering table; Step 3 captures pr-walkthrough-writer output
as WALKTHROUGH_OUTPUT; Step 5a references WALKTHROUGH_OUTPUT; Step 6b adds BLOCK
tier for CRITICAL; Step 6c Bitbucket uses LOW_NITPICK_LIST; Steps 7–9 added
(idempotent PR description update + findings report + gated SHA tracking);
file classification added with SECURITY before TEST classifier order.

**code-review**: Fast Path contradiction resolved (skip Phases 2–5, secret scan
only); Phase 8 SHA write gated on Phase 7 success; SECURITY classifier moved
before TEST; bash arrays replaced with portable space-separated strings;
`git rev-parse --short` fixed to `--short=8`; orphan cr-summary:start tag
cleanup added to Phase 6.5 python3 snippet.

**code-graph-analyzer**: Step 5 heredoc replaced with Write tool instruction
so actual generated content is cached instead of literal placeholder text.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: address second code review pass — 15 correctness and structural fixes

- code-review.md: Fast Path now jumps to Phase 7 (gh pr review --approve) instead
  of Phase 6 (local artifact only); LOW_NITPICK_LIST added to Phase 5 count block;
  BLOCK header prepend code added to Phase 7b for CRITICAL findings; CI check item 7
  moved inside Phase 2 (before Phase 2.5); CRLF-safe tr -d '\r' in CHANGED_FILES;
  Phase 8 SHA-save gated with executable if [ REVIEW_EXIT -eq 0 ]

- review-pr.md: skip-if-unchanged check physically moved before Step 1 (was a
  deferred instruction at Step 9); headRefOid added to Step 1 gh pr view --json
  for cache key availability; BLOCK header prepend code added to Step 6b; Step 3.5
  now explicitly carries forward UNCERTAIN HIGH→MEDIUM findings (not CONFIRMED-only);
  unknown --focus value validation added with error message; CRLF-safe tr -d '\r';
  Step 9 SHA-save gated with executable conditional

- code-graph-analyzer.md: cache-hit stop gate made emphatic (bold warning, explicit
  "Do NOT proceed to Steps 2–5"); L2 basename grep patterns anchored — JS/TS now
  requires BASENAME preceded by / or quote; Python/Java/Kotlin/Rust use \b word
  boundaries to prevent substring false positives

- verification-reviewer.md: INVALID row split — "FIXED IN THIS PR" is a new verdict
  that removes findings at any severity (PR itself is the fix); Gate 1 teaches agent
  to distinguish never-existed vs fixed-in-diff; UNCERTAIN HIGH demotion criterion
  made concrete (objectively risky pattern required, not just unclear trigger)

* docs: sync verification-reviewer semantics across all documentation

Update docs/index.html, CLAUDE.md, and README.md to accurately reflect
the current behavior of verification-reviewer and /review-pr Step 3.5:

- Step 3.5 now carries forward UNCERTAIN HIGH→MEDIUM findings in addition
  to CONFIRMED findings (previously stated "only confirmed survive")
- New "FIXED IN THIS PR" verdict removes findings at any severity when
  the issue is resolved by another hunk in the same diff (no CRITICAL
  protection applies here — the PR itself is the fix)
- verification-reviewer description updated to list all three outcomes:
  CONFIRMED kept, UNCERTAIN→MEDIUM kept, FIXED IN THIS PR removed

* docs: sync version string to v1.3.0 in CLAUDE.md and landing page

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat!: unify all review commands into a single auto-dispatching /code-review

Collapse the 9 slash commands into one /code-review entry point that
auto-detects the language/framework of changed files and dispatches the
matching specialist reviewer agents — no per-language command needed.

- Remove /review-pr and the 7 language commands (cpp/fastapi/flutter/go/
  kotlin/python/rust); fold their multi-agent parallel + verification
  capability into /code-review.
- Add Language/Framework Auto-Dispatch: by file extension (.py→python-
  reviewer, .go→go-reviewer, …), refined by content for frameworks
  (Django/FastAPI/Flutter). Detected-only, zero match = zero waste.
- Both local and PR modes now run the same full pipeline (code-graph →
  8 general agents + dispatched specialists → verification Phase 3.5 →
  aggregate). Local reports to terminal; PR publishes to GitHub/Bitbucket.
- Keep --focus and --profile flags.
- Sync CLAUDE.md, README.md, docs/index.html (badges/stats 9→1,
  architecture, sidebar, contributing guide).

BREAKING CHANGE: /review-pr and all /<lang>-review commands are removed.
Use /code-review for everything — language specialists are now dispatched
automatically based on the changed files.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore: correct plugin manifest descriptions (27 agents, single command)

plugin.json and marketplace.json described 24 reviewer agents (actual: 27)
and parallel PR review commands; after the 9-to-1 refactor there is a single
/code-review command that auto-dispatches language specialists. Sync all
three description strings to match.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat: align all 27 agents with official plugin-dev triggering format

Audited the plugin against the plugin-dev skills (plugin-structure,
agent-development) and applied the validated improvements:

- Rewrite every agent description to the official triggering shape
  (Use this agent when... Typical triggers include... See When to invoke)
  and add a ## When to invoke body section with third-person scenario
  bullets. Improves auto-dispatch hit rate; passes validate-agent.sh with
  zero errors.
- Fix verification-reviewer color orange -> yellow (orange is outside the
  official validator color set); sync the docs marker.
- Open the six analyzer agent prompts in second person where missing.
- Add homepage to plugin.json (parity with marketplace.json).
- Document the triggering-format convention + validator command in CLAUDE.md.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat: rewrite skill descriptions to official third-person triggering format

Per the plugin-dev skill-development spec, skill descriptions should use
third person ("This skill should be used when...") with specific trigger
phrases so Claude activates them reliably. All three skills used the
wrong person or had no triggers:

- security-review: "Use this skill when..." -> third person, fuller triggers
- security-scan: content blurb -> "This skill should be used when the user
  asks to scan .claude config / audit hooks/MCP/agents..."
- flutter-dart-code-review: content blurb -> "This skill should be used
  when reviewing Flutter/Dart code or .dart changes..."

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix: address PR #8 review — When-to-invoke placement, color note, stale ref

Resolves findings from the PR #8 reviews (claude, Copilot, CodeRabbit):

- Move ## When to invoke to immediately after frontmatter (before
  ## Prompt Defense Baseline) in the 7 agents where it was placed lower:
  go, python, rust, typescript reviewers + silent-failure-hunter,
  type-design-analyzer, pr-walkthrough-writer. Matches the documented
  agents/**/*.md convention; pure section move, no content change.
- CLAUDE.md color note: reword the contradictory parenthetical so it
  clearly states only blue/cyan/green/yellow/magenta/red are valid and
  orange/purple/gray are not.
- code-graph-analyzer description: drop the stale /review-pr Step 2.5
  reference, keep /code-review Phase 2.5.

Re-validated: validate-agent.sh 0 errors across all 27; When-to-invoke
now precedes Prompt Defense Baseline in every agent.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix: restore proactive dispatch imperatives + true-yellow color (self-review)

Addresses findings from /code-review #8 (recall-biased pass) on this PR:

- Restore the proactive-dispatch imperatives the triggering-format rewrite
  had stripped from 15 agent descriptions (verified 15 deleted, 0 retained):
  "MUST BE USED for X projects" on the language/framework reviewers, and
  "Use PROACTIVELY ..." on code-reviewer, security-reviewer, database-reviewer,
  code-graph-analyzer, verification-reviewer. Kept inside the official
  "Use this agent when... Typical triggers include..." format so both signals
  coexist. validate-agent.sh still 0 errors; all 27 still start with the
  required phrase.
- docs/index.html: verification-reviewer card #a06818 (the --amber token, an
  orange shade) -> #9a8200 (true yellow) so the landing page matches the
  yellow label used in frontmatter/README/CLAUDE.md.
- CLAUDE.md: document that descriptions must keep the imperative alongside the
  triggering format; note the validator requires the plugin-dev plugin and how
  to locate the script if the cache path differs.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(agents): 補上 6 個 language/framework agent 缺漏的 MUST BE USED 強觸發語

回應 PR #8 code review(HIGH):本 PR 在 CLAUDE.md 引入「語言/框架 agent 描述須含
MUST BE USED for X projects.」規則,但這 6 個 agent 改寫 description 後未加,與
cpp/go/python 等 11 個同類不一致,降低自動 dispatch 命中率。

於各 description 末(See "When to invoke" 之前)補上:
- fastapi-reviewer:        MUST BE USED for FastAPI projects.
- flutter-reviewer:        MUST BE USED for Flutter projects.
- healthcare-reviewer:     MUST BE USED for healthcare and EMR/EHR projects.
- kotlin-reviewer:         MUST BE USED for Kotlin and Android/KMP projects.
- mle-reviewer:            MUST BE USED for ML/MLOps projects.
- network-config-reviewer: MUST BE USED for network configuration reviews.

官方 validate-agent.sh:6 檔全 PASS(exit 0)。

* fix: trim redundant imperatives and normalize java to "for X projects" form

Second self-review pass on PR #8 caught 3 LOW polish issues introduced
by the previous imperative-restoration commit:

- code-graph-analyzer: imperative "Use PROACTIVELY as the pre-computation
  step before parallel reviewers launch." tripled an already-stated concept.
  Shortened to "Use PROACTIVELY before launching parallel reviewers."
- code-reviewer: imperative chained two clauses; "Use immediately after
  writing or modifying code;" duplicated the opener. Trimmed to just
  "MUST BE USED for all code changes."
- java-reviewer: "MUST BE USED for all Java code changes." deviated from
  the "MUST BE USED for X projects." convention all other 9 language
  reviewers (and CLAUDE.md) use. Normalized to "MUST BE USED for Java
  projects."

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: sync version string to v2.0.0 in CLAUDE.md and landing page

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
terry90918 added a commit that referenced this pull request May 30, 2026
…w command (#11)

* docs: overhaul CLAUDE.md with actionable session guidance

Rewrites CLAUDE.md to serve as a genuine Claude Code session guide:
- Add no-build-steps declaration (pure Markdown content repo)
- Add branch workflow, commit type guide with Release Please impact
- Add version drift warning (plugin.json v1.2.0 vs marketplace.json v1.0.0)
- Add agent/skill frontmatter schema reference
- Add environment variables for Bitbucket PR review
- Document --focus options for /review-pr
- Remove discoverable-by-ls content (17 lang reviewer names, 7 predictable command mappings)
- Remove static GitHub repo metadata

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: fix Commands header count and remove stale version snapshot

- Remove "(9 個)" from Commands header (table only shows 2 key entries)
- Replace pinned version numbers with a grep command to verify sync;
  specific versions rot once the drift is fixed

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: improve CLAUDE.md with directory structure, full command list, and agent/command distinction

- Add directory structure overview with .claude-plugin/ explanation
- Add PR creation gh api commands for labels/assignee
- Enumerate all 17 language agents by name
- Expand Commands table to list all 9 language commands
- Note that 10 language agents have no corresponding /xxx-review command
- Add step 5 to "新增 Agent" checklist (update CLAUDE.md counts)
- Add step 4 to "新增 Command" checklist (update CLAUDE.md table)

* docs: improve CLAUDE.md accuracy and completeness

- Fix version sync section: Release Please auto-syncs via extra-files;
  develop branch needs git merge origin/main after each release PR
- Add current version (v1.2.0) to project overview
- Add missing "新增 Skill" workflow (5 steps with subdirectory structure)
- Fix Plugin Manifest update guidance: version is auto-synced, only
  keywords and description need manual updates
- Fix directory structure comment to reflect auto-sync mechanism

* docs: clarify plugin release trigger mechanism

Replace vague "push to main = 自動發布" with accurate flow:
feat/fix commits → Release Please opens release PR on main →
merging that PR triggers new version publish. Prevents confusion
where any push to main is expected to immediately publish.

* feat: add verification layer, incremental review, and linked issues context

Inspired by CodeRabbit's architecture research:

1. /review-pr — Verification layer (Step 4):
   Replace simple dedupe with 5-step verification process:
   contradiction filter, confidence filter (≥80%), FP guard,
   and multi-agent agreement requirement. Batch delivery of
   findings only after all agents complete verification.

2. /review-pr & /code-review — Linked issues context:
   Fetch GitHub issues referenced in PR body (Fixes/Closes/
   Resolves/Related to #N) and include issue title+description
   as review context. Reduces false positives by giving agents
   PR intent beyond just the diff.

3. /code-review — Incremental review mode (--from=<commit>):
   New --from=<commit> flag limits review scope to files changed
   since a given commit/branch (e.g. --from=main, --from=HEAD~3).
   Avoids re-reviewing already-reviewed code on large branches.

* feat: add Code Graph simulation via systematic caller tracing

Closes the biggest recall gap vs CodeRabbit by adding explicit
caller tracing to all three review entry points:

- agents/code-reviewer.md: Expand Step 3 with Caller Tracing block —
  grep for all call sites of modified exported symbols, read 3-5
  most relevant callers before applying review checklist
- commands/review-pr.md: Step 2 now traces callers for each modified
  exported symbol found in the diff before running parallel agents
- commands/code-review.md: GitHub PR Phase 2 CONTEXT gains Step 5
  (Caller Tracing) after changed-files enumeration

All three skip private/test-only symbols to prevent context explosion.

* feat: inject linter output into review context before analysis begins

Phase 3 improvement: move static analysis from post-review validation
to pre-review context building, so agents review code with linter
signals already available.

- commands/code-review.md:
  - Phase 2 gains Step 6 (Static Analysis): run tsc/lint/clippy/vet/ruff
    before review starts, capture output (head -60 per tool)
  - Phase 3 opens with cross-reference instruction: any file:line
    already flagged by linter treated as elevated-confidence finding
  - Phase 4 VALIDATE simplified to test + build only (lint/typecheck
    already ran in Phase 2, results recorded there)
- commands/review-pr.md:
  - Step 2 appends linter capture after caller tracing; output passed
    as context when launching each parallel agent in Step 3

* feat: add structured walkthrough summary to review output

Matches CodeRabbit's approach of always producing a file-by-file
overview before listing findings, giving reviewers an at-a-glance
map of PR scope.

- commands/review-pr.md: new Step 5 generates a Walkthrough table
  (file | change type | one-sentence summary) before posting findings;
  old steps 5-6 renumbered to 6-7
- commands/code-review.md: Phase 6 REPORT template gains a Walkthrough
  section between the decision header and the Summary paragraph

* fix: replace brace expansion with multiple --include flags in caller tracing grep

`--include="*.{ts,tsx,...}"` uses shell brace expansion which grep's fnmatch
does not support — the pattern is matched literally and returns no results,
silently breaking caller tracing. Replaced with individual --include flags in
commands/code-review.md and commands/review-pr.md to match agents/code-reviewer.md.

* fix: address Copilot review findings — grep -oP portability and incremental diff semantics

- Replace `grep -oP` (PCRE, unavailable on macOS BSD grep) with `perl -ne`
  for linked-issue extraction in both code-review.md and review-pr.md;
  also switch from `xargs` to `while read` to avoid executing `gh issue view`
  with no arguments when no issues are linked
- Fix incremental review diff: `git diff --name-only <commit>..HEAD` excludes
  uncommitted working-directory changes; drop `..HEAD` to compare <commit>
  directly against the working tree, consistent with default Local Review Mode

* feat: CodeRabbit-parity upgrades — verification agent, effort score, review profiles, CI checks

Phase 1 quality improvements derived from CodeRabbit architecture research:

- Add verification-reviewer agent: second-pass gate that validates HIGH/CRITICAL
  findings before output, mirroring CodeRabbit's Verification Agent pattern
- Fix review-pr.md Step 4b: CRITICAL findings from security-reviewer now always
  bypass contradiction filter regardless of agent agreement count
- Add Step 3.5 verification pass to /review-pr pipeline; launches verification-
  reviewer after parallel agents complete
- Add Review Effort score (1–5) to /review-pr walkthrough with rubric
- Add NITPICK severity tier to code-reviewer agent (below LOW, style-only)
- Add --profile=chill|assertive flag to /code-review (chill: CRITICAL+HIGH only;
  assertive: all 5 levels including NITPICK, default)
- Add CI check reading (gh pr checks) to GitHub PR Mode Phase 2 as context;
  failing checks elevate related code paths to priority review
- Upgrade HIGH/CRITICAL output format: require diff block + AI Implementation
  Prompt for every actionable finding
- Update agent count to 25 across CLAUDE.md, README.md, docs/index.html

* fix: address Copilot review findings — linked issues multi-match, caller grep -n, pipefail guards

- Fix linked issues perl regex to capture all #N per matching line (handles
  "Fixes #1, #2"); use while(/.../gi) loop instead of single-capture print
- Add read -r to while read loops to handle backslashes correctly
- Change caller tracing grep -l (filenames only) to -n (file:line:match) in
  review-pr.md, code-review.md, and agents/code-reviewer.md — aligns with
  the "read 3–5 most relevant callers" instruction
- Add || true to all static analysis commands (tsc, lint, clippy, vet, ruff)
  to prevent pipefail environments from aborting context collection
- Clarify incremental mode: use git diff <commit> (not <commit>..HEAD) to
  include uncommitted working tree changes; remove ambiguous Phase 2 reference
- CLAUDE.md: rename "Agent Frontmatter 必填欄位" to "建議欄位"; clarify
  name/description/color are required, tools/model are recommended

* docs: update landing page for v1.2.0

- Bump version v1.1.0 → v1.2.0 in nav and footer
- Add verification-reviewer agent card (orange, 通用主審 section)
- Add NITPICK severity row to severity table
- Add --profile=chill|assertive to /code-review syntax and profile section
- Add Verification Pass (Step 3.5) and Walkthrough/Effort Score sections to /review-pr

* docs: update README and CLAUDE.md for v1.2.0 features

README.md:
- Add verification-reviewer to 通用主審 agents table
- Update architecture diagram to include verification-reviewer
- Update feature table: parallel review now mentions verification pass

CLAUDE.md:
- Add design principles 6 (verification gate) and 7 (NITPICK tier)

* docs: improve CLAUDE.md with quick-reference table and local verification guide

Add 常用操作速查 index table at top for faster session orientation, and
新增 本地驗證 section with commit checklist to prevent common omissions
(missing README/index.html/CLAUDE.md count updates after adding agents).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: improve CLAUDE.md — fix /reload-plugins format and clarify version sync trigger

- Move /reload-plugins out of bash block (it's a Claude Code slash command,
  not a shell command) to prevent new contributors from running it in terminal
- Add count verification one-liner to detect stale agent/command/skill counts
- Add git log check to surface when develop branch needs version sync

* feat: upgrade review pipeline to CodeRabbit-parity quality

Phase 1 — Signal-to-Noise Filter + Evidence Gate:
- commands/code-review.md: severity-based delivery (CRITICAL/HIGH as inline
  comments with suggestion blocks, MEDIUM as summary table, LOW/NITPICK as
  collapsible <details>); Phase 6.5 auto-updates PR description with review
  summary; Phase 1.5 CLASSIFY routes DOCS/CONFIG to Fast Path, LOGIC/SECURITY
  to Slow Path; Phase 8 saves last-reviewed commit for incremental tracking;
  Phase 2 Step 1 loads .claude/review-paths.yaml for path-based rules;
  Bitbucket Phase 7 updated to match three-step severity delivery
- commands/review-pr.md: Step 5 posts walkthrough as dedicated first comment
  (before findings) with optional Mermaid sequence diagram; Step 6 rewritten
  to severity-based delivery with inline suggestion blocks; pr-walkthrough-writer
  added to parallel agent list
- agents/verification-reviewer.md: Gates 1 and 3 now require mandatory Bash
  commands (grep/Read) before any verdict; CONFIRMED output includes Evidence
  and Caller check fields; Confidence Standard updated to require actual
  command output

Phase 2 — New agent:
- agents/pr-walkthrough-writer.md: new agent that generates file-change table
  and Mermaid sequence diagrams; used in /review-pr parallel step

Update counts: 25 → 26 agents, 6 → 7 parallel agents in /review-pr

* feat: add code-graph-analyzer agent with .claude/code-graph/ persistence

New agent performs sequential pre-computation before parallel reviewer
agents launch:
- L2: grep-based import dependency tracing (1 BFS hop) — identifies
  files NOT in the diff but that depend on changed code
- L3: git log co-change risk analysis (last 50 commits) — surfaces
  files historically paired with changed files but absent from this PR
- SHA-based cache in .claude/code-graph/ — reuses map across sessions
  when HEAD commit matches; cache miss triggers fresh computation

Integration:
- /review-pr Step 2.5: runs code-graph-analyzer sequentially, injects
  IMPACT_MAP into each parallel agent's prompt as context
- /code-review Phase 2.5: same pattern for local diff and PR modes

Also updates all documentation (README, CLAUDE.md, docs/index.html)
to reflect 27 agents total.

* fix: correct stale agent counts in docs — 26→27, 25→27, 六→七 parallel

Address claude-review HIGH finding and Copilot suppressed comments:
- docs/index.html meta description: 26-agent → 27-agent
- docs/index.html stat-num Parallel PR Agents: 6 → 7
- docs/index.html lead paragraph: 25 個 → 27 個
- docs/index.html feature list: 25 Reviewer → 27 Agent, 六並行 → 七並行
- docs/index.html parallel section description: 6 → 7 + add code graph context
- README.md architecture tree: 25 個 reviewer agents → 27 個 agent (×2)

* fix: address Copilot PR review findings (7 items)

- commands/code-review.md: unify Phase 1.5 \$NUMBER/\${NUMBER} → <NUMBER> placeholder
- commands/code-review.md: clarify .claude/review-paths.yaml is optional user-created file
- agents/verification-reviewer.md: add || true to Gate 1 and Gate 3 grep to survive set -e/pipefail
- agents/code-graph-analyzer.md: exclude test files (*.test.*, *.spec.*, __tests__) from L2b dependents scan
- agents/code-graph-analyzer.md: add .git and test file exclusions to require() style scan
- CLAUDE.md: clarify docs: goes to CHANGELOG but doesn't trigger version bump (not completely ignored)

* fix: patch 2 HIGH shell injection vulnerabilities

- commands/code-review.md Phase 6.5: replace --body "\$STRIPPED..." with
  printf pipe to --body-file - to prevent shell injection from PR body
  containing quotes or \$(command) subshells
- agents/code-graph-analyzer.md L3: pass \$FILE via env var (FILE="\$FILE"
  python3) instead of interpolating into -c string, preventing injection
  from malicious filenames with shell metacharacters

* fix: address Copilot PR review round 2 (4 items)

- agents/code-graph-analyzer.md: move node_modules/.git/test exclusions
  from output filtering (| grep -v) to search stage (--exclude-dir/--exclude)
  for faster scan within the 60s time budget
- agents/verification-reviewer.md: change Gate 3 grep from BRE \| to
  ERE (-ERn with |) for portability; add --exclude-dir for node_modules/.git
- agents/pr-walkthrough-writer.md: wrap Step 5 example in 4-backtick
  fence so inner ```mermaid block doesn't break the outer code fence
- commands/review-pr.md: add security-reviewer back to Step 3 parallel
  agents list (was missing, causing contradiction with Step 3.5/4b
  exception rules); update 七→八 agent count in CLAUDE.md/README/docs

* fix: address CodeRabbit review (6 items)

- commands/code-review.md: add text/markdown language tags to bare code
  fences in Step 7a (MD040); add profile gate notes to Step 7b/7c so
  --profile=chill correctly suppresses MEDIUM/LOW/NITPICK sections
- commands/review-pr.md: add text/markdown language tags to bare fences
  at Step 2.5 impact map block and Step 6a comment/suggestion blocks
- docs/index.html: fix Parallel PR Agents stat 7→8; add security-reviewer
  and pr-walkthrough-writer rows to parallel agents table (was 6, now 8)
- README.md: fix stale "6 個專項 agent" → "8 個專項 agent" in section 3

* fix: restore CRITICAL protection to all agents, not just security-reviewer

Step 3.5 and Step 4b exception rules were narrowed to security-reviewer
only, violating CLAUDE.md Design Principle #6 ('CRITICAL 不可被移除,最多降為
HIGH' — no agent-source qualifier). Expand both rules back to 'any agent'
and drop the redundant note on the security-reviewer list entry.

* docs: fix index.html — remove stale security-reviewer CRITICAL note, add principles #6/#7

- Parallel agents table: remove misleading 'CRITICAL 不可被移除' from
  security-reviewer row (rule now applies to all agents, not just this one)
- Design Principles: add #6 Verification gate (CRITICAL 最多降為 HIGH) and
  #7 NITPICK 分層 (--profile=chill skips MEDIUM/LOW/NITPICK) to align with
  CLAUDE.md which lists 7 principles

* fix: sync review-pr argument-hint and clarify /review-pr parallel composition in CLAUDE.md

- commands/review-pr.md: fix argument-hint from stale security|performance|types|tests
  to comments|tests|errors|types|code|simplify (matches usage text and agent mapping)
- CLAUDE.md: add note to /review-pr 協作 section clarifying full 8-agent parallel list
  = code-reviewer + security-reviewer (通用主審) + 6 協作 agents

* docs: update /review-pr --focus examples to match argument-hint

Replace stale security/performance focus values with the correct
options: comments|tests|errors|types|code|simplify.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: update README --focus examples and add design principles #6-#7

- Fix stale --focus values (security/performance → comments/errors/code/simplify)
- Add principle #6: Verification gate (CRITICAL cannot be dropped)
- Add principle #7: NITPICK 分層 (--profile=chill vs assertive)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: address code review findings — CRITICAL protection, grep safety, incremental clarity, L2 language coverage

- verification-reviewer: INVALID/FALSE POSITIVE verdicts now demote CRITICAL to HIGH instead of removing entirely; protection extended from security-reviewer-only to all agents
- verification-reviewer Gate 1: use -F (fixed-string) grep to prevent regex metacharacters in finding descriptions causing false INVALID demotions
- verification-reviewer Gate 3: use -r instead of -R to prevent symlink infinite loops in pnpm monorepos
- code-review Phase 5: add explicit CRITICAL_COUNT/HIGH_COUNT/MEDIUM_COUNT/LOW_COUNT counting step so Phase 6.5 SUMMARY_BLOCK has real values instead of empty strings
- code-review Phase 1.5: reframe incremental detection as skip-if-unchanged gate (not diff-scoping), add explanatory note; store LOGIC_FILES/SECURITY_FILES in arrays instead of echo-only
- code-review Phase 2.5: pass ${LOGIC_FILES[@]} and ${SECURITY_FILES[@]} arrays explicitly to code-graph-analyzer
- code-graph-analyzer Step 2b: add language-specific import patterns for Python, Java/Kotlin, Rust, Swift, C#, Ruby, PHP; add --include=*.rb and --include=*.php to fix silent gap for files classified as LOGIC
- docs/index.html: add 前置分析 sidebar nav link pointing to #agents-graph section

* docs: update landing page — verification-reviewer CRITICAL protection + code-graph-analyzer multi-language L2 coverage

* fix: address code review findings — LOGIC extensions and bash tag

- Add missing file extensions (.cpp/.dart/.vue etc.) to LOGIC case in
  Phase 1.5 classifier; previously C++ and Flutter PRs fell through to
  OTHER and triggered the Fast Path, causing logic review to be silently
  skipped (#4372102283, claude[bot] HIGH)
- Add bash language tag to /review-pr example code block in README.md
  (#4372111736, CodeRabbit)

* fix: address code review findings — 15 correctness and structural bugs

Fixes 15 bugs found by /code-review #4 across the multi-agent PR review pipeline:

**verification-reviewer**: UNCERTAIN verdict now includes CRITICAL carve-out,
preventing silent removal of CRITICAL findings (were silently dropped before).

**review-pr**: Step 4b exception now explicitly covers CRITICAL→HIGH demotions
by verification-reviewer; Step 4f defines LOW_COUNT/LOW_NITPICK_LIST variables;
Step 3 adds --focus filtering table; Step 3 captures pr-walkthrough-writer output
as WALKTHROUGH_OUTPUT; Step 5a references WALKTHROUGH_OUTPUT; Step 6b adds BLOCK
tier for CRITICAL; Step 6c Bitbucket uses LOW_NITPICK_LIST; Steps 7–9 added
(idempotent PR description update + findings report + gated SHA tracking);
file classification added with SECURITY before TEST classifier order.

**code-review**: Fast Path contradiction resolved (skip Phases 2–5, secret scan
only); Phase 8 SHA write gated on Phase 7 success; SECURITY classifier moved
before TEST; bash arrays replaced with portable space-separated strings;
`git rev-parse --short` fixed to `--short=8`; orphan cr-summary:start tag
cleanup added to Phase 6.5 python3 snippet.

**code-graph-analyzer**: Step 5 heredoc replaced with Write tool instruction
so actual generated content is cached instead of literal placeholder text.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: address second code review pass — 15 correctness and structural fixes

- code-review.md: Fast Path now jumps to Phase 7 (gh pr review --approve) instead
  of Phase 6 (local artifact only); LOW_NITPICK_LIST added to Phase 5 count block;
  BLOCK header prepend code added to Phase 7b for CRITICAL findings; CI check item 7
  moved inside Phase 2 (before Phase 2.5); CRLF-safe tr -d '\r' in CHANGED_FILES;
  Phase 8 SHA-save gated with executable if [ REVIEW_EXIT -eq 0 ]

- review-pr.md: skip-if-unchanged check physically moved before Step 1 (was a
  deferred instruction at Step 9); headRefOid added to Step 1 gh pr view --json
  for cache key availability; BLOCK header prepend code added to Step 6b; Step 3.5
  now explicitly carries forward UNCERTAIN HIGH→MEDIUM findings (not CONFIRMED-only);
  unknown --focus value validation added with error message; CRLF-safe tr -d '\r';
  Step 9 SHA-save gated with executable conditional

- code-graph-analyzer.md: cache-hit stop gate made emphatic (bold warning, explicit
  "Do NOT proceed to Steps 2–5"); L2 basename grep patterns anchored — JS/TS now
  requires BASENAME preceded by / or quote; Python/Java/Kotlin/Rust use \b word
  boundaries to prevent substring false positives

- verification-reviewer.md: INVALID row split — "FIXED IN THIS PR" is a new verdict
  that removes findings at any severity (PR itself is the fix); Gate 1 teaches agent
  to distinguish never-existed vs fixed-in-diff; UNCERTAIN HIGH demotion criterion
  made concrete (objectively risky pattern required, not just unclear trigger)

* docs: sync verification-reviewer semantics across all documentation

Update docs/index.html, CLAUDE.md, and README.md to accurately reflect
the current behavior of verification-reviewer and /review-pr Step 3.5:

- Step 3.5 now carries forward UNCERTAIN HIGH→MEDIUM findings in addition
  to CONFIRMED findings (previously stated "only confirmed survive")
- New "FIXED IN THIS PR" verdict removes findings at any severity when
  the issue is resolved by another hunk in the same diff (no CRITICAL
  protection applies here — the PR itself is the fix)
- verification-reviewer description updated to list all three outcomes:
  CONFIRMED kept, UNCERTAIN→MEDIUM kept, FIXED IN THIS PR removed

* docs: sync version string to v1.3.0 in CLAUDE.md and landing page

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat!: unify all review commands into a single auto-dispatching /code-review

Collapse the 9 slash commands into one /code-review entry point that
auto-detects the language/framework of changed files and dispatches the
matching specialist reviewer agents — no per-language command needed.

- Remove /review-pr and the 7 language commands (cpp/fastapi/flutter/go/
  kotlin/python/rust); fold their multi-agent parallel + verification
  capability into /code-review.
- Add Language/Framework Auto-Dispatch: by file extension (.py→python-
  reviewer, .go→go-reviewer, …), refined by content for frameworks
  (Django/FastAPI/Flutter). Detected-only, zero match = zero waste.
- Both local and PR modes now run the same full pipeline (code-graph →
  8 general agents + dispatched specialists → verification Phase 3.5 →
  aggregate). Local reports to terminal; PR publishes to GitHub/Bitbucket.
- Keep --focus and --profile flags.
- Sync CLAUDE.md, README.md, docs/index.html (badges/stats 9→1,
  architecture, sidebar, contributing guide).

BREAKING CHANGE: /review-pr and all /<lang>-review commands are removed.
Use /code-review for everything — language specialists are now dispatched
automatically based on the changed files.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore: correct plugin manifest descriptions (27 agents, single command)

plugin.json and marketplace.json described 24 reviewer agents (actual: 27)
and parallel PR review commands; after the 9-to-1 refactor there is a single
/code-review command that auto-dispatches language specialists. Sync all
three description strings to match.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat: align all 27 agents with official plugin-dev triggering format

Audited the plugin against the plugin-dev skills (plugin-structure,
agent-development) and applied the validated improvements:

- Rewrite every agent description to the official triggering shape
  (Use this agent when... Typical triggers include... See When to invoke)
  and add a ## When to invoke body section with third-person scenario
  bullets. Improves auto-dispatch hit rate; passes validate-agent.sh with
  zero errors.
- Fix verification-reviewer color orange -> yellow (orange is outside the
  official validator color set); sync the docs marker.
- Open the six analyzer agent prompts in second person where missing.
- Add homepage to plugin.json (parity with marketplace.json).
- Document the triggering-format convention + validator command in CLAUDE.md.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat: rewrite skill descriptions to official third-person triggering format

Per the plugin-dev skill-development spec, skill descriptions should use
third person ("This skill should be used when...") with specific trigger
phrases so Claude activates them reliably. All three skills used the
wrong person or had no triggers:

- security-review: "Use this skill when..." -> third person, fuller triggers
- security-scan: content blurb -> "This skill should be used when the user
  asks to scan .claude config / audit hooks/MCP/agents..."
- flutter-dart-code-review: content blurb -> "This skill should be used
  when reviewing Flutter/Dart code or .dart changes..."

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix: address PR #8 review — When-to-invoke placement, color note, stale ref

Resolves findings from the PR #8 reviews (claude, Copilot, CodeRabbit):

- Move ## When to invoke to immediately after frontmatter (before
  ## Prompt Defense Baseline) in the 7 agents where it was placed lower:
  go, python, rust, typescript reviewers + silent-failure-hunter,
  type-design-analyzer, pr-walkthrough-writer. Matches the documented
  agents/**/*.md convention; pure section move, no content change.
- CLAUDE.md color note: reword the contradictory parenthetical so it
  clearly states only blue/cyan/green/yellow/magenta/red are valid and
  orange/purple/gray are not.
- code-graph-analyzer description: drop the stale /review-pr Step 2.5
  reference, keep /code-review Phase 2.5.

Re-validated: validate-agent.sh 0 errors across all 27; When-to-invoke
now precedes Prompt Defense Baseline in every agent.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix: restore proactive dispatch imperatives + true-yellow color (self-review)

Addresses findings from /code-review #8 (recall-biased pass) on this PR:

- Restore the proactive-dispatch imperatives the triggering-format rewrite
  had stripped from 15 agent descriptions (verified 15 deleted, 0 retained):
  "MUST BE USED for X projects" on the language/framework reviewers, and
  "Use PROACTIVELY ..." on code-reviewer, security-reviewer, database-reviewer,
  code-graph-analyzer, verification-reviewer. Kept inside the official
  "Use this agent when... Typical triggers include..." format so both signals
  coexist. validate-agent.sh still 0 errors; all 27 still start with the
  required phrase.
- docs/index.html: verification-reviewer card #a06818 (the --amber token, an
  orange shade) -> #9a8200 (true yellow) so the landing page matches the
  yellow label used in frontmatter/README/CLAUDE.md.
- CLAUDE.md: document that descriptions must keep the imperative alongside the
  triggering format; note the validator requires the plugin-dev plugin and how
  to locate the script if the cache path differs.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(agents): 補上 6 個 language/framework agent 缺漏的 MUST BE USED 強觸發語

回應 PR #8 code review(HIGH):本 PR 在 CLAUDE.md 引入「語言/框架 agent 描述須含
MUST BE USED for X projects.」規則,但這 6 個 agent 改寫 description 後未加,與
cpp/go/python 等 11 個同類不一致,降低自動 dispatch 命中率。

於各 description 末(See "When to invoke" 之前)補上:
- fastapi-reviewer:        MUST BE USED for FastAPI projects.
- flutter-reviewer:        MUST BE USED for Flutter projects.
- healthcare-reviewer:     MUST BE USED for healthcare and EMR/EHR projects.
- kotlin-reviewer:         MUST BE USED for Kotlin and Android/KMP projects.
- mle-reviewer:            MUST BE USED for ML/MLOps projects.
- network-config-reviewer: MUST BE USED for network configuration reviews.

官方 validate-agent.sh:6 檔全 PASS(exit 0)。

* fix: trim redundant imperatives and normalize java to "for X projects" form

Second self-review pass on PR #8 caught 3 LOW polish issues introduced
by the previous imperative-restoration commit:

- code-graph-analyzer: imperative "Use PROACTIVELY as the pre-computation
  step before parallel reviewers launch." tripled an already-stated concept.
  Shortened to "Use PROACTIVELY before launching parallel reviewers."
- code-reviewer: imperative chained two clauses; "Use immediately after
  writing or modifying code;" duplicated the opener. Trimmed to just
  "MUST BE USED for all code changes."
- java-reviewer: "MUST BE USED for all Java code changes." deviated from
  the "MUST BE USED for X projects." convention all other 9 language
  reviewers (and CLAUDE.md) use. Normalized to "MUST BE USED for Java
  projects."

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* docs: sync version string to v2.0.0 in CLAUDE.md and landing page

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: use fully-qualified agent names in code-review command

All agent references in commands/code-review.md changed from short names
(e.g. `code-reviewer`) to namespaced form (`code-review:code-reviewer`).

Plugin agents register in Claude Code's subagent registry under the
`<plugin-name>:<agent-name>` namespace. Without the prefix, registry
lookup fails and Claude falls back to `general-purpose` instead of the
intended specialist agent — losing its specialized system prompt,
tools, and review logic.

Covers: all add_agent() calls, Phase 3 pool, focus-filter table,
Phase 2.5, Phase 3.5, and all prose references.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: namespace database-reviewer comment in migration detection

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: align database-reviewer tools and color with other language reviewers

Remove Write and Edit tools (review-only, not edit), change color from
yellow to blue to match the standard language reviewer profile.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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