Fold HIGH NiazMorshed2007/jcr: capability-tree lookup, does not execute by 24601 · Pull Request #38 · 24601/Augustus

24601 · 2026-09-20T15:38:20Z

Adversarial-review reconstruction of the NiazMorshed2007/jcr docs/skill fold. Rebased onto latest main after merged #36 (7de41ef, NanoJev §115) and merged #35 (0189825, hourly 0843 / §114). Docs/skill only. invented_signal: false. Do not merge from this agent.

Hard rules

Do not reopen or amend merged PR Fold hourly 0042 HIGH: jev-readout, jevify, laya-jev-lab #23–Fold TianyuCodings/NanoJev unified-games-v1 densify #36.
Do not push onto open Densify SemIf rename + MLX + accuracy ladder #37 (SemIf; §117 / 315–321 / #100).
IDs kept: this fold stays notes.md §116 / composition 309–316 / findings batch #99.
- merged Fold hourly 0743 HIGH: ywchiu Harbor-jevals, Verdict-open-jev, DecisionOps #31 owns §113 / 273–288 / #96
- merged Fold hourly 0843 HIGH: hysteresis, instruct-tuning ECE, calibration does not compose #35 owns §114 / 289–302 / #97
- merged Fold TianyuCodings/NanoJev unified-games-v1 densify #36 owns §115 / 303–308 / #98
- open Densify SemIf rename + MLX + accuracy ladder #37 owns §117 / 315–321 / #100 (item overlap 315–316 is Densify SemIf rename + MLX + accuracy ladder #37's remap; they reserved 309–314 for this fold)

What landed

research/notes.md §116, composition items 309–316 (after 289–302 and 303–308), findings batch #99, SKILL YAML/protocol/mapping index, mental-models Apply 0920 jcr, FAQ, mixed-architecture fail table, validation, formal-methods / formal-semi-formal, uniqueness locks as one consecutive substring across 21 overlays (0843 and 0915 and jcr). CHANGELOG Unreleased names §114+§115+§116; jcr dump lives in research/changelog-hourly.md. Combined uniqueness_gate.py (yaml import at top; checks §114+§115+§116, items 289–316, batches #97+#98+#99). Does not bump 0.4.0.

Docs-only. No wrappers, npm ci / npm start / .env / TYPESAFE_API_KEY as recipes. Skip Archer. Cookbook beam (notes.md §2) is the control cousin, not a new species.

Claim (quote theirs)

JCR gives an agent one tool to find the documented commands it needs for a task. Nested capability tree; returns attached context.
JCR returns documentation. It does not execute commands. Harnesses stop at explaining steps.
Skills can describe a workflow and the judgment it needs. Capabilities can document the individual operations used along the way. The format is independent of Jev, proposed open standard exploration.
Flow: classify (Jev) → optional OpenAI decompose compound → beam search geometric mean of routing probs; keep up to 3 paths ≥60% of best (JCR_BAND_RATIO 0.6). Ambiguity / no-match / depth-limit explicit.
Soft scores ≠ hard gates. 0.6 band is application policy. Routing ≠ permission. Docs ≠ authority to run.
sol-vs-opus5-20 theirs: 20 scenarios × 4 variants = 80 runs; lookup+explain only, no execution; n=1 per cell. Not Harbor task-execution.
- Claude Opus 5: agent input 108,585→15,819 (−85%), cost $0.3700→$0.1222 (−67%), wall 105.5s→77.7s
- Codex GPT-5.6-Sol: 61,952→47,669 (−23%), $0.1377→$0.1151 (−16%), wall 25.3s→62.4s (Sol slower with JCR in 19/20)
- One Sol outlier 372.6s / 193 Jev calls
Claude/Codex harnesses; compare mode; 50 scenarios bundled. Catalog theirs: 11 groups, 960 nodes, 11,360 items; 16 routing rounds per step.
Namesake: NiazMorshed2007/jcr ≠ skill-broker ≠ skillranker ≠ jev-sift ≠ jev-lens ≠ jevusher ≠ jev_select_capability. Softmax ≠ Noul. ≠ jev-review.

Live REST (review relock ~2026-09-20T15:51Z)

GitHub NiazMorshed2007/jcr: JavaScript MIT; 4★ (+1 vs fold-time 3★; stars ephemeral); forks 0; open issues 0; topics ai-agents, jev, mcp; homepage https://jcr.niazmorshed.dev
created 2026-09-20T12:55:26Z; pushed 2026-09-20T15:00:32Z; updated 2026-09-20T15:51:43Z; size 14850
HEAD 138b3832 (“Date the article and link the author handle.”) — unchanged
README SHA 2a49dbc1; LICENSE SHA 46231303 (Copyright (c) 2026 Niaz Morshed)
GitHub search jcr jev = 1 repo.

Testing

python3 .agents/skills/augustus/scripts/evaluate_decisions.py --self-test
python3 .agents/skills/augustus/scripts/uniqueness_gate.py

Self-test ok. uniqueness-gate ok (0843 chars=2415, 0915 chars=1132, jcr chars=1499, overlays=21). SKILL.md YAML parses. 0.4.0 pin unchanged. No live Jev key.

Adversarial checklist this pass: metrics theirs / n=1 / not Harbor; 0.6 application policy not a hard gate; routing ≠ permission; docs ≠ authority; docs-only; ID uniqueness vs merged §113–§115; 315–316 overlap documented as #37's remap; README one-liner scannable.

Not merged from this agent. Keep moving toward merge with review + the tests above.

…, does not execute Docs/skill only off latest main after merged #34. IDs: notes.md §116 / items 309–316 / batch #99 (skip #36's §115 / 303–308 / #98 and #35 remap §114 / 289–302 / #97). Quote theirs; invented_signal false. Does not bump 0.4.0. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Reconstruct PR #37 after merged #36 (NanoJev §115 / 303–308). Keep notes.md §117 / batch #100. Remap composition 315–321 → 330–336 so open #38 jcr (309–316) and open #40 llm-to-jev (322–329) stay unique. Relock live REST 2266★. Docs/skill only. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Reconstruct PR #37 onto merged #38 (jcr §116 / 309–316 / #99). Keep §117 / items 330–336 / batch #100. Relock live REST 2275★. Softmax ≠ Noul; 5.21× is systems≠semantic. Do not merge from this agent. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Stars drifted past the 2275 lock during review. Keep IDs §117 / 330–336 / #100 on main after merged #36 and #38. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

* Densify SemIf rename + MLX + ladder onto main (2275★, §117 / 330–336). Reconstruct PR #37 onto merged #38 (jcr §116 / 309–316 / #99). Keep §117 / items 330–336 / batch #100. Relock live REST 2275★. Softmax ≠ Noul; 5.21× is systems≠semantic. Do not merge from this agent. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com> * Relock SemIf live REST 2282★ on §117 densify. Stars drifted past the 2275 lock during review. Keep IDs §117 / 330–336 / #100 on main after merged #36 and #38. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com> --------- Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…ogs and RLCD heads Rebased onto latest main. Remapped IDs past merged #38 jcr and SemIf batch #102. uniqueness_gate checks 0843 + 0915 + jcr + 0947 (and SemIf after keep-both onto #37). Evaluator locks the candidate_mass renormalization trap. Do not reopen #23–#38. Do not push onto open #37/#39/#40. Quote theirs; invented_signal false. Skip Archer. Does not bump 0.4.0. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…ogs and RLCD heads Rebased onto latest main (501ba28 / merged #37 SemIf after be9fe1c / #38 jcr). Remapped IDs past merged #38/#37 and open #40: notes.md §119 / composition 337–352 / findings batch #102. uniqueness_gate checks 0843 + 0915 + jcr + 0922 + 0947. Evaluator locks the candidate_mass renormalization trap. Do not reopen #23–#38. Do not push onto open #39/#40. Quote theirs; invented_signal false. Skip Archer. Does not bump 0.4.0. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…ogs and RLCD heads Rebased onto latest main (9824aa2 / merged #40 llm-to-jev after 501ba28 / #37 SemIf after be9fe1c / #38 jcr). Remapped IDs past merged #38/#37/#40: notes.md §119 / composition 337–352 / findings batch #102. uniqueness_gate checks 0843 + 0915 + jcr + 0922 + 0940 + 0947. Evaluator locks the candidate_mass renormalization trap. Do not reopen #23–#40. Do not push onto open #39. Quote theirs; invented_signal false. Skip Archer. Does not bump 0.4.0. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…CE interleave Rebased onto latest main after merged #36/#38/#37/#40 (9824aa2). Do not reopen or amend #23–#40. Do not push onto open #41. Follow-up off main: ecosystem 0843 cited notes.md §113; README and CHANGELOG Unreleased still held dump walls; the 0843 lock ended at #33. Restore v0.4.0 scannability (dumps live in changelog-hourly). Extend the 0843 uniqueness lock through merged #34 and #35. Hop-ECE self-test covers reverse and even/odd interleave. uniqueness_gate checks Pages strings and refuses CHANGELOG/README dump walls. IDs unchanged: notes.md §114 / composition 289–302 / findings batch #97. Merged #31 still owns §113 / 273–288 / #96. Later folds keep §115–§118. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…CE interleave (#39) Rebased onto latest main after merged #36/#38/#37/#40 (9824aa2). Do not reopen or amend #23–#40. Do not push onto open #41. Follow-up off main: ecosystem 0843 cited notes.md §113; README and CHANGELOG Unreleased still held dump walls; the 0843 lock ended at #33. Restore v0.4.0 scannability (dumps live in changelog-hourly). Extend the 0843 uniqueness lock through merged #34 and #35. Hop-ECE self-test covers reverse and even/odd interleave. uniqueness_gate checks Pages strings and refuses CHANGELOG/README dump walls. IDs unchanged: notes.md §114 / composition 289–302 / findings batch #97. Merged #31 still owns §113 / 273–288 / #96. Later folds keep §115–§118. Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…ogs and RLCD heads Rebased onto latest main (9824aa2 / merged #40 llm-to-jev after 501ba28 / #37 SemIf after be9fe1c / #38 jcr). Remapped IDs past merged #38/#37/#40: notes.md §119 / composition 337–352 / findings batch #102. uniqueness_gate checks 0843 + 0915 + jcr + 0922 + 0940 + 0947. Evaluator locks the candidate_mass renormalization trap. Do not reopen #23–#40. Do not push onto open #39. Quote theirs; invented_signal false. Skip Archer. Does not bump 0.4.0. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…ogs and RLCD heads (#41) Rebased onto latest main (9824aa2 / merged #40 llm-to-jev after 501ba28 / #37 SemIf after be9fe1c / #38 jcr). Remapped IDs past merged #38/#37/#40: notes.md §119 / composition 337–352 / findings batch #102. uniqueness_gate checks 0843 + 0915 + jcr + 0922 + 0940 + 0947. Evaluator locks the candidate_mass renormalization trap. Do not reopen #23–#40. Do not push onto open #39. Quote theirs; invented_signal false. Skip Archer. Does not bump 0.4.0. Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

24601 mentioned this pull request Sep 20, 2026

Fold HIGH alexwestco/llm-to-jev: conversion assistant on-ramp #40

Merged

cursor Bot force-pushed the cursor/fold-jcr-capability-resolver-19c4 branch from 7040fbc to 25bb135 Compare September 20, 2026 15:56

cursor Bot force-pushed the cursor/fold-jcr-capability-resolver-19c4 branch from 25bb135 to fbcff84 Compare September 20, 2026 16:02

cursor Bot mentioned this pull request Sep 20, 2026

Densify SemIf rename + MLX + accuracy ladder #37

Merged

24601 merged commit be9fe1c into main Sep 20, 2026
1 check passed

24601 deleted the cursor/fold-jcr-capability-resolver-19c4 branch September 20, 2026 16:05

24601 mentioned this pull request Sep 20, 2026

Fold hourly 0947 HIGH: jev-as-judge, OneForward candidate_mass, catalogs and RLCD heads #41

Merged

24601 mentioned this pull request Sep 20, 2026

Post-#35 hygiene: §114 citation, scannable dumps, hop-ECE interleave #39

Merged

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Fold HIGH NiazMorshed2007/jcr: capability-tree lookup, does not execute - #38

Fold HIGH NiazMorshed2007/jcr: capability-tree lookup, does not execute#38
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24601 commented Sep 20, 2026 •

edited by cursor Bot

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Hard rules

What landed

Claim (quote theirs)

Live REST (review relock ~2026-09-20T15:51Z)

Testing

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24601 commented Sep 20, 2026 •

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