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One repeatable RSI pass over claim reproducibility; run the claim-repro scorecard, retire unfalsifiable witness debt worst-first by adding the real artifact/test/path, re-measure, and commit only the claim-repro lane.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Perform a full versioned release — bump version, draft release notes, commit, tag, push, and create the GitHub release page. Reads `.claude/project.yaml` for the project's release-context and version-bump helpers; the skill text is universal, the helpers are project-supplied. Use when the user says "cut a release", "ship vX.Y.Z", "release", or after a shippable phase.
One repeatable pass that keeps fak's growing namespace CRYSTAL-CLEAR - each similar-sounding concept (cache / vCache / KV cache / cachemeta / the provider prompt-cache; guard vs gate; the two witnesses) given one canonical name, a written definition, and an explicit line drawn against the siblings it is confused with. Runs the concept-disambiguation scorecard (tools/concept_disambiguation_scorecard.py) over a data dir of confusable-concept rows cross-checked against the tree (the grounding token must appear in the production corpus; the glossary anchor must exist; a distinct_from reference must resolve), turns each HARD defect into a required fix (rename a true canonical collision, write a missing definition, draw + anchor a missing distinction, replace a fabricated grounding) and each uncovered tree token into a coverage row to ADD, retires disambiguation-debt worst-first, re-measures to PROVE the debt dropped, and commits only the scorecard lane by explicit path. The NAMING-clarity counterpart of conflation
One repeatable pass over README.md — the front door — that keeps ONLY the most important points current and honestly framed. Runs the freshness auditor (tools/readme_freshness_audit.py), turns each FAIL into a required edit and each WARN into a judgment call, applies the three front-page laws (SOTA-vs-us-never-naive, 6th-grade/Feynman-but-accurate, wide-audience), re-stamps the readme-verified marker, and commits ONLY README.md (+ the tool) by explicit path. Use after a release / version bump, after a headline number changes, when a link dies, or on a /loop cadence to keep the front page from rotting. The README's checking layer, the way curate-cluster is the index's.
Commit finished work cleanly on the shared trunk — lint the subject with `fak commit --preview`, then stage-and-commit EXACTLY your paths in one locked step via `fak commit --path … -m "…"`, verify the landed path-set and message are yours, and push when asked. Mechanizes the repo's "commit clean by default" mantra (trunk-only, explicit pathspec, DCO sign-off, Conventional-Commits subject with a bindable `(fak <leaf>)` stamp). Use when the user says "commit this", "ship my work", "commit cleanly", "land my change", or when green work is finished and ready to land on the shared trunk.
Flag content-redundant SKILL.md pairs as merge candidates — pairwise body cosine similarity over the skill pack, sorted highest-first. Use when the pack feels bloated or two skills seem to overlap, to find "skills A and B are N% token-similar — consider merging" candidates before a skill-lifecycle archive pass. Proposal only — never merges, edits, or deletes a skill.
Bind a done-claim to a GREEN test run of the changed package, not just diff shape. Use after a commit claims a package/feature is done and you want to run that commit's affected tests and report CLAIM_TEST_GREEN / CLAIM_TEST_RED / CLAIM_TEST_UNRUN before folding the claim as true.
| name | claim-repro-score |
| description | One repeatable RSI pass over claim reproducibility; run the claim-repro scorecard, retire unfalsifiable witness debt worst-first by adding the real artifact/test/path, re-measure, and commit only the claim-repro lane. |
One repeatable RSI pass over claim reproducibility — the truth-maintenance sister to conflation-score (who owns this number?) and appeal-score (prose voice). Runs the claim-repro scorecard (tools/claim_repro_scorecard.py) over CLAIMS.md and BENCHMARK-AUTHORITY.md, reads the claim-repro-debt work-list (un-falsifiable witnesses: missing artifacts, non-existent test patterns, deleted cmd dirs), retires debt worst-first by ADDING the real witness (write the missing artifact, add the missing test, correct the package path), re-measures to PROVE the debt dropped, and commits only the claim-repro lane by explicit path. The claim-falsifiability sister of refresh-readme (freshness) and slop-score (code waste). Use after adding a claim or benchmark, when a witness is deleted or renamed, or on a /loop cadence to keep every claim genuinely falsifiable from a clean clone.
