review-implementation
Skill23 starsChanged 50 days agoMITView on GitHub
Internal scope/classification engine composed by review-change (and reused by the audit skills): consumes the synthesized findings table, verifies every applicable axis is represented, and classifies each finding into a decision table (fix-now / replan-in-unit / decision-required / proposal / ignore). Findings only — never refactors.
10 other projects use a version of this.
Adopted by
Most recently taken up by
- CsHeng/agent-skillstheir own version, first seen Nov 4, 2026
- grove/promise-to-prooftheir own version, first seen Oct 12, 2026
- Svampen/claude-skillstheir own version, first seen Oct 11, 2026
- DasDigitaleMomentum/opencode-processing-skillstheir own version, first seen Oct 9, 2026
- karrioapi/karriotheir own version, first seen Oct 8, 2026
- ayoubben18/ab-methodtheir own version, first seen Sep 18, 2026
Other versions10 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 10
- karrioapi/karrio★ 799same name
- ayoubben18/ab-method★ 192same name
- withzombies/hyperpowers★ 80same name
- DasDigitaleMomentum/opencode-processing-skills★ 60same name
- GiggleLiu/cryochamber★ 34same name
- grove/promise-to-proof★ 4same name
- julienlegoux/skills★ 4same name
- CsHeng/agent-skills★ 3same name
- rakaadi/agent-kit★ 1same name
- Svampen/claude-skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository30 other files it gives its agents.
- AGENTS.mdAGENTS.md
- template/AGENTS.mdAGENTS.md
- audit-docsSkill
- audit-prSkill
- batch-schedulerSkill
- discover-repository-stateSkill
- execute-phaseSkill
- fold-findingsSkill
- init-workspaceSkill
- log-sessionSkill
- orchestration-envelopeSkill
- phase-contractSkill
- pre-execution-reviewSkill
- product-auditSkill
- resolve-repository-stateSkill
- review-a11ySkill
- review-brandSkill
- review-changeSkill
- review-codeSkill
- review-debtSkill
- review-designSkill
- review-perfSkill
- review-securitySkill
- review-seoSkill
- review-verifySkill
- skill-lintSkill
- triage-issueSkill
- unit-laneSkill
- verification-contractSkill
- workflow-statusSkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 1 is distinctive, and 3 are very specific to this project.
0
Common
Most of the 10 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 66
Read Classify and route and classify every row of the synthesized table without reopening source files: ignore first (the claim), then the …
- Very specific: line 72
Every classified row also carries an explicit scope: in-unit | new-unit cell (#308 review, F33) filled from evidence — the row's file:line …
- Distinctive: line 92
Don't inflate severity; separate "correctness/security" from "taste".
- Very specific: line 93
Don't deflate either: current-unit work is never postpone/tradeoff/ wontfix/disputed and never a new issue — size routes to replan-in-unit, …
“Common” is measured: kept by at least 6 in 10 of the 10 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Review Implementation (internal scope/classification engine)
The classification engine the review/audit skills compose: it consumes the
synthesized findings table (the fused output of the applicable per-axis
passes), verifies every applicable axis is represented, and returns the
classified decision table — then stops. Never refactors or edits code. It owns
the scope/axis-coverage contract and the classification rubric (the
current-unit contract + routing) that review-change, audit-pr, and
product-audit reference instead of restating.
It does not scan the diff: every finding concern has exactly one owning
pass (see the axis ownership map) — the per-axis passes
(review-code, review-security, review-verify, review-perf,
design/a11y/brand/SEO) find, and this engine classifies. No broad findings
scan here.
When to use
- Invoked by
review-change(the user-facing review entry) as its classification engine, over the fused findings table. - The audit skills reference its rubric and coverage contract.
Scope
The caller's scope statement (the branch diff vs. the default branch, or the passed path/glob) is authoritative; the synthesized table was gathered over it. State the scope at the top of the classified report.
Step 0 — Discover the project (always first)
Per the agent guide's Workflow conventions + documentation map, read
what THIS skill needs: the architecture/layering rules, the testing philosophy,
and any runtime/platform, security, money, i18n/SEO/a11y and bundle rules. Pull
the project's specific risk axes from its guardrail skills where present. The
FIND.md axis map is the default; the project's docs refine which axes are
applicable.
Step 1 — Verify axis coverage (the synthesized table)
For the declared scope, confirm every applicable axis is represented in the
synthesized findings table — one finding owner per axis, per the FIND.md
map: an axis the change touches that the table says nothing about is a
missing-axis finding (axis coverage), not a silent pass. Overlapping
signals from different passes on the same defect collapse into one row during
synthesis — the table must contain neither duplicates nor gaps. State which
axes were applicable and confirm each appears.
Step 2 — Classify (the current-unit contract)
Read Classify and route and classify every row of the
synthesized table without reopening source files: ignore first (the claim),
then the current-unit contract (fix-now / replan-in-unit / decision-required
for in-scope work), then proposal for genuinely independent future
capabilities. One pass — no per-pass or per-reviewer classification.
Every classified row also carries an explicit scope: in-unit | new-unit cell
(#308 review, F33) filled from evidence — the row's file:line against the
unit's ## Impact set and the files the unit's own commits touch — never from
an impression of size or axis. Scope decides disposition (in-unit is always
fix-now); size decides only whether that fix folds directly or needs
replan-in-unit. triage-issue consumes the cell and never re-derives it.
Context budget
The input is the synthesized table, not the diff. Read at most 10 non-diff files in full for surrounding context (callers, contracts, SPEC); targeted reads (≤ 50 lines of a named range) and grep/glob results don't count. Record each classification as its table row immediately and drop raw file content.
Guardrails
- Findings + table only. Never refactor or edit code in this skill.
- One classifier. Classification happens HERE, once, over the fused table — never per-reviewer, never re-litigated in the per-axis passes.
- Honor the dead-code exception — staged/planned code is not dead code.
- Don't inflate severity; separate "correctness/security" from "taste".
- Don't deflate either: current-unit work is never
postpone/tradeoff/wontfix/disputedand never a new issue — size routes toreplan-in-unit, not to a downgrade (current-unit contract inCLASSIFY.md). - Otherwise per the project's Workflow conventions (docs-language,
evidence): cite
file:line, mark uncertainties verify.
Relationship to other skills
- Classification engine of
review-change— the user-facing review skill runs the applicable per-axis passes (the finders), fuses their tables, then composes this engine to classify.audit-prandproduct-auditreuse this rubric. - Sits in Stage 4 of the feature workflow (verification & review).
fix-nowfolds into the current unit;replan-in-unitrunsbun scripts/unit-route.mjs <unit>(node fallback if bun is not installed), whoseroute: replanline names the planner that appends user-confirmed phases beforeexecute-phase;decision-requiredblocks for the user; independent work becomes proposals the user routes totriage-issue(D3).
Done when
- A synthesized table consumed, axis coverage verified (no applicable axis missing, no duplicate rows), every finding classified with reasoning and routed — and no code changed.
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

