code-review
Skill0 starsChanged 16 days agoMITView on GitHub
Multi-agent code review of local changes or a GitHub PR, in any project. Eight independent Sonnet reviewers (architecture, security, scalability, edge cases, test coverage, failure detection, data integrity and concurrency, UX and accessibility), then refuters that try to disprove every finding by a different method, and a second blind refuter for medium, high and critical findings. Runs typecheck, lint, tests and build first; posts to GitHub only with the user's yes. Accuracy first. Use when the user asks for a code review, a PR review, "review my changes", or invokes /code-review with a PR number, URL or nothing.
194 other projects use a version of this.
Adopted by
Most recently taken up by
- mdiri-ai/SoduWorktheir own version, first seen Nov 15, 2026
- microsoft/vscodetheir own version, first seen Nov 12, 2026
- doggy8088/spec-kittheir own version, first seen Nov 9, 2026
- strelov1/freehiretheir own version, first seen Nov 9, 2026
- storybookjs/storybooktheir own version, first seen Nov 8, 2026
- codewithmukesh/dotnet-claude-kittheir own version, first seen Nov 8, 2026
Used with
Projects with it also use close-spec, design-with-images and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
dzhngSkillclose-spec
When a spec under specs/<feature>/ is done shipping (a write-spec build, or any planned task that produced a spec), archive it to specs/done/ and rewrite it from a build-plan into a durable rationale — the why, the principles, the invariants — pointing back to the real code for the how. Use when implementation has landed and the plan no longer matches what shipped, or the user says a feature/spec is finished. Pairs with [write-spec](../write-spec/SKILL.md) (the plan this closes) and [review](../review/SKILL.md) (run before closing).
Also in 5 projects that use this
dzhngSkilldesign-with-images
Explore UI and visual design with image generation, then iterate the real implementation against the user-selected concept. Use when brainstorming visual directions, offering mockup variants, or implementing an approved generated design; do not stop at the mockups or the first code approximation.
Also in 5 projects that use this
PydanticSkilladd-new-model
Add support for a newly-released language or image generation model in pydantic-ai (e.g. openai:gpt-5.6, anthropic:claude-sonnet-5, openai:gpt-image-2). Use when a provider ships a new model id and you need to wire literals, profile flags, adapters, and tests to recognize it. Handles SDK-lag, gateway list conventions, capability probing, and direct image-model geometry.
Also in 9 projects that use this
transitive-bullshitSkillcompare-screenshots
Compare screenshots against the intended design, distinguishing approved references from historical baselines. Use for iterative implementation matching, before/after visual review, objective image telemetry, or checking a lone capture for flat, empty, or badly framed content.
Also in 5 projects that use this
Microsoft AzureSkillazsdk-common-apiview-feedback-resolution
Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES: azure-sdk-mcp:azsdk_apiview_get_comments, azure-sdk-mcp:azsdk_customized_code_update, azure-sdk-mcp:azsdk_typespec_delegate_apiview_feedback, azure-sdk-mcp:azsdk_run_typespec_validation, azure-sdk-mcp:azsdk_package_generate_code.
Also in 6 projects that use this
Microsoft AzureSkillazsdk-common-generate-sdk-locally
Generate and finalize Azure SDKs locally from TypeSpec, including build, checks, tests, changelog, metadata, and version updates by default. WHEN: "generate SDK locally", "build SDK", "run SDK tests", "run CI checks", "validate package", "run checks", "update changelog", "fix SDK build errors", "resolve SDK generation errors", "customize TypeSpec", "rename SDK client", "rename SDK model", "hide operation from SDK", "fix analyzer errors", "resolve customization drift", "create subclient", "update metadata", "update version". INVOKES: azsdk_verify_setup, azsdk_package_generate_code, azsdk_package_build_code, azsdk_package_run_check, azsdk_package_run_tests, azsdk_customized_code_update, azsdk_package_update_changelog_content, azsdk_package_update_metadata, azsdk_package_update_version.
Also in 6 projects that use this
- +4 more from dzhng
- +2 more from Azure
Other versions194 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 194
- mattpocock/skills★ 309ksame name
- TheAlgorithms/Python★ 226ksame name
- microsoft/vscode★ 195ksame name
- github/spec-kit★ 150ksame name
- ggml-org/llama.cpp★ 134ksame name
- supabase/supabase★ 115ksame name
- storybookjs/storybook★ 91ksame name
- shareAI-lab/analysis_claude_code★ 80ksame name
- shareAI-lab/learn-claude-code★ 80ksame name
- vectorize-io/hindsight★ 60ksame name
184 more not listed
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 repository23 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- agent-orchestrationSkill
- ask-for-approvalSkill
- claim-verification-loopSkill
- code-councilSkill
- context-as-imagesSkill
- grillingSkill
- grow-test-coverageSkill
- investigateSkill
- loop-until-verifiedSkill
- plan-and-buildSkill
- prompt-cachingSkill
- proofreadSkill
- review-allSkill
- review-before-mergeSkill
- review-panelSkill
- to-questionnaireSkill
- track-review-findingsSkill
- trim-contextSkill
- unslopSkill
- verify-findingsSkill
- whatnowSkill
- wizardSkill
The file
We split this skill into the rules it gives an agent
8 rules. 0 are common, 3 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 184 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 72
Live state: when the review depends on data outside the diff (schema, RLS, deployed functions, devices, logs), follow code-council step 2: …
- Distinctive: line 78
Run the project's checks before any agent starts, and record pass or fail:
- Very specific: line 87
Run only what applies, in repoRoot.
- Very specific: line 110
Drop the
uxlens: when the diff touches no UI files (.tsx, .jsx, .vue, .svelte, .css, .scss, .html) and say so. - Very specific: line 120
Held-back checks: Before launch, follow code-council step 5 (write 1 or 2 checks to heldback.md, kept out of args).
- Very specific: line 170
Write .claude/reviews/pr-<N>-review.md (local mode: .claude/reviews/local-<date>-review.md), for an intern reader (load unslop first).
- Distinctive: line 212
Never approve because checks are green or because nobody answered: approval needs the user's yes in this conversation.
- Distinctive: line 228
Remove the PR worktree.
“Common” is measured: kept by at least 6 in 10 of the 184 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
Code Review
Input: the skill args: a PR number, a PR URL, --pr, or nothing for local changes.
A workflow review: eight reviewers, each looking through one lens, blind to each other. A chairman merges their findings, and refuters try to prove each finding wrong by a different method before it reaches the report. Medium, high and critical findings get a second refuter that never sees the first one's verdict. Accuracy-only (owner rule 2026-09-26: spend tokens rather than be wrong).
It runs on the code-council engine: ~/.claude/skills/code-council/scripts/council-workflow.js,
with this command's eight lenses in place of the council's four. Read the code-council skill
for the research gate, the stray-message guard and the failure handling this command reuses.
Mode
- The args hold a PR number, PR URL or
--pr: PR mode. - Otherwise: local mode (uncommitted changes).
Phase 1: gather the target
Local mode: git diff HEAD plus untracked files (git status --porcelain). Nothing
changed: say "Nothing to review" and stop. repoRoot is the current checkout.
PR mode:
| Input | Action |
Number (42) | the PR number |
URL (github.com/.../pull/42) | extract the number |
| Branch name | gh pr list --head <branch> |
gh pr view <N> --json number,title,body,author,baseRefName,headRefName,headRefOid,isDraft,changedFiles,additions,deletions
gh pr diff <N>PR not found: stop with the error. Reviewers need the full files at the PR head, not only the hunks, so check the head out into a temporary worktree (the user's checkout is never touched, and nothing is stashed):
git fetch origin "pull/<N>/head"
git worktree add --detach "<scratchpad>/pr-<N>" <headRefOid>repoRoot is that worktree. Remove it after Phase 8 (git worktree remove), and on any early
stop too (the user abandons the review, a step fails): never leave it behind.
A fresh worktree has no installed dependencies (node_modules, virtualenvs are gitignored), so
Phase 3 would fail on missing modules, not on the code. Before Phase 3:
- The PR does not change
package.jsonor the lockfile: link the main checkout's dependencies (ln -s <main checkout>/node_modules <worktree>/node_modules). - It does:
npm ciin the worktree. Install scripts and tests run the PR's code, so for a PR from a fork or an author outside the owner's team, ask the user before installing or testing.
More than ~2000 diff lines or 50 files: ask whether to narrow (source first, then tests, then config and docs). Never truncate silently.
Phase 2: context
- Project rules: the project's CLAUDE.md hard stops, pasted into
projectRules(for example: nogit stash, no writes, no printing secrets, emails or user ids). - Intent: the PR description, linked issues, and any plan in
.claude/plans/for this work. If a plan exists, say so:/code-council <target> implementationchecks the diff against the plan, which this command does not. - Live state: when the review depends on data outside the diff (schema, RLS, deployed
functions, devices, logs), follow
code-councilstep 2: run the project's snapshot script once and verify it. Reviewers never query live systems themselves.
Phase 3: validate (cheap checks first)
Run the project's checks before any agent starts, and record pass or fail:
| Project | Commands |
Node / TypeScript (package.json) | npm run typecheck (or npx tsc --noEmit), npm run lint, npm test, npm run build |
Rust (Cargo.toml) | cargo clippy -- -D warnings, cargo test, cargo build |
Go (go.mod) | go vet ./..., go test ./..., go build ./... |
Python (pyproject.toml, setup.py) | pytest |
Run only what applies, in repoRoot. Put the results (pass or fail, plus the first error of
each failure, not the full log) at the top of args.context, so the test coverage and failure
detection reviewers start from them.
Phase 4: review workflow
The eight lenses (pass as args.lenses):
| key | label | focus |
architecture | Architect | Module boundaries, layering and dependency direction, coupling, abstraction leaks, fit with the project's conventions (CLAUDE.md, the surrounding code), and what this change makes harder to change later. |
security | Security reviewer | Injection (SQL, command, XSS), authentication and authorization gaps, secrets in code or logs, input validation at every system boundary, SSRF and path traversal, data exposure, database privilege (RLS, grants, SECURITY DEFINER), risky new dependencies. |
scalability | Scalability reviewer | Behaviour at 10x and 100x today's load: algorithmic cost, N+1 queries, unbounded loops, queries, payloads and memory, missing pagination or indexes, per-request fan-out, rate limits, work that should be batched or cached. |
edge-cases | Edge-case hunter | Null, empty, huge and malformed input, off-by-one, time zones and date boundaries, units, unicode, ordering, retries, partial success, first-run and upgrade paths. |
tests | Test coverage reviewer | For every changed behaviour: which test would fail if it broke (name it and what it asserts). Tests that cannot fail. Mocks, stubs and fake servers (flag them: they prove the guess, not the dependency). A bug fix without a test that fails before and passes after. Use the Phase 3 test results. |
failure-detection | Failure detector | Silent failures: swallowed errors, catch-and-continue, fallbacks that hide a failure, null or empty returned as "no data", errors never logged, alerted or shown to the user, retries that mask a persistent fault, missing health signals. |
data-integrity | Data integrity reviewer | Races and concurrent writers, idempotency of retried requests, transactions and partial writes, migrations that can apply halfway, rollback, cache invalidation, state that can drift between two systems. |
ux | UX and accessibility reviewer | From the user's side: can they see what to do next; does every action show loading, success and error; does it work on a phone, with a keyboard and a screen reader (labels, focus, contrast, tap targets); is the copy plain. |
Why the last two: data integrity is where this owner's production incidents came from (partial migrations, drift between systems), and the global CLAUDE.md judges every front-end change from the user's side first.
Drop the ux lens when the diff touches no UI files (.tsx, .jsx, .vue, .svelte,
.css, .scss, .html) and say so. Every other lens always runs.
Estimate, then launch. Tell the user in one line: 8 reviewers (5 at a time) + 1 chairman +
one refuter per 5 retained findings + one second-check refuter per 5 medium, high or critical findings,
plus the snapshot verifier if Phase 2 pulled live state. A typical run with 12 retained
findings, 3 of them medium, high or critical, is 13 agents, an estimated 1.5M to 3.7M weight (from the
measured per-agent costs in claim-verification-loop, not a measured run). The estimate is
information, not a reason to shrink the run.
Held-back checks. Before launch, follow code-council step 5 (write 1 or 2 checks to
heldback.md, kept out of args); after the report, follow its step 11 (one fresh Sonnet
agent runs them, and a failure becomes a finding).
Workflow({ scriptPath: "<home>/.claude/skills/code-council/scripts/council-workflow.js",
args: { mode: "code", lenses, targetDescription, reviewTarget, repoRoot, context, snapshot,
projectRules, previous } })targetDescription: one line, e.g. "PR #42: rate limiting on /api/upload".reviewTarget: the diff (plus the contents of untracked files in local mode).targetFiles: every changed path, including untracked files in local mode. The engine otherwise reads paths only from+++ b/diff headers, and a new file missing from the list can never show up as never-covered.previous: on a re-review after fixes, the earlier findings, one line each (file:line | summary | verdict), and review onlygit diff <last-reviewed-sha>..HEAD.
While it runs, answer the user's follow-up questions yourself in the main thread. Never put
them in args and never send them to a workflow agent.
When it returns, handle in this order (details in code-council steps 6 to 8):
failedAgentsnot 0: resume the run to re-run those agents. A failed agent is not "no findings".ignoredMessagesnot empty: if any named agent answered a stray message instead of reviewing, relaunch withargs.attemptraised by 1.stage: "needs-research": ask the user. Yes: run hyperresearch at the light tier once and resume withargs.research. No: resume withargs.researchDecision = "skip"(a resume without either one stops at the same gate again). Keep every other arg identical.- Re-check every item in
orchestratorMustRecheckyourself (every SPLIT, every critical or high CONFIRMED or REFUTED, every severity disagreement) by re-running the one command or reading the one path that decides it.
Phase 5: decide
Count only findings that are CONFIRMED or PARTLY after your re-check.
| Condition | Decision |
| No critical or high, validation passes, no critical or high left UNVERIFIED | APPROVE |
| Only medium or low, validation passes | APPROVE with comments |
| Any high, any validation failure, or a critical or high still UNVERIFIED | REQUEST CHANGES |
| Any critical | BLOCK: must fix before merge |
A critical or high finding nobody could settle is not a pass: check it yourself or report it
as blocking until someone does. Draft PR: always COMMENT. --approve or
--request-changes in the args overrides the decision but every finding is still reported.
Local mode: CRITICAL or HIGH means "do not commit yet".
Phase 6: report artifact
Write .claude/reviews/pr-<N>-review.md (local mode: .claude/reviews/local-<date>-review.md),
for an intern reader (load unslop first). Only if git check-ignore -q .claude/reviews/x
succeeds: otherwise write it to the session scratchpad, so a review never lands in a tracked
file (global hard stop: never commit .claude/).
# PR review: #<N>, <title>
Reviewed <date> | Author <author> | <head> into <base> | Decision: APPROVE, REQUEST CHANGES or BLOCK
## Summary
<one or two sentences: the verdict and the one thing that decides it>
## Findings
### Critical / ### High / ### Medium / ### Low
Each: the problem in plain words, file:line, the evidence and how it was checked, the fix,
and whether the fix was tested. Say which lenses raised it.
## Not settled
UNVERIFIED findings with what would settle them; `neverCovered` files no reviewer examined.
## Validation
| Check | Result | (type check, lint, tests, build: pass, fail or skipped)
## Dismissed
One line: how many the refuters refuted, how many the chairman dismissed. Detail on request.Phase 7: publish (PR mode, only with the user's yes)
Posting a review is public and acts in the user's name. Show the user the decision and the review body, and ask (AskUserQuestion) before running any of:
gh pr review <N> --comment --body "<summary>"
gh pr review <N> --request-changes --body "<summary with required fixes>"
gh pr review <N> --approve --body "<summary>"For inline comments, one review with all of them:
gh api "repos/{owner}/{repo}/pulls/<N>/reviews" -f event="COMMENT" -f body="<summary>" \
-f commit_id="<headRefOid>" --input comments.json # [{"path": "file", "line": N, "body": "..."}]Never approve because checks are green or because nobody answered: approval needs the user's yes in this conversation.
Phase 8: output
PR #<N>: <title>
Decision: <APPROVE | REQUEST CHANGES | BLOCK | COMMENT>
Issues: <c> critical, <h> high, <m> medium, <l> low (after refuters and your re-check)
Not settled: <u> unverified, <n> files never covered
Validation: <pass>/<total> checks passed
Agents: <agents> (failed: <failedAgents>), cost: <weight from run-cost.py>
Review: .claude/reviews/pr-<N>-review.md | GitHub: <URL or "not posted">
Next: <what the user must do or decide>Cost: python3 ~/.claude/skills/claim-verification-loop/scripts/run-cost.py latest.
Remove the PR worktree.
Edge cases
- No
ghCLI: local mode only; say so. - Diverged branches: suggest
git fetch origin && git rebase origin/<base>before the review. - Docs or config only: the same eight lenses still run; most will return no findings quickly. Do not skip the review for being small.
- The workflow script is missing (a machine without the code-council skill): stop and say so. Do not fall back to a single-agent review without telling the user.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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.

