review
Skill43 starsChanged 4 months agoMITView on GitHub
Review a change for correctness, quality, and guideline compliance using a library of specialized reviewer roles. Use before opening a PR, after finishing a chunk of work, or to review an existing PR. Two output modes — a local severity-ranked report for a fix loop (default), or inline GitHub comments (--comment). Scores every finding for confidence, filters the noise, and delegates each role adversarially.
192 other projects use a version of this.
Adopted by
Most recently taken up by
- microsoft/veronatheir own version, first seen Nov 8, 2026
- microsoft/FluidFrameworktheir own version, first seen Nov 8, 2026
- charliee1w/consolidation-memorytheir own version, first seen Nov 8, 2026
- jisuzzzz/haechitheir own version, first seen Nov 8, 2026
- apokamo/kajitheir own version, first seen Nov 8, 2026
- dirien/yet-another-agent-harnesstheir 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
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文,过滤相关性,auto-ingest 高优先级论文,检测 SOTA 更新
Also in 5 projects that use this
LambenthanSkillexp-eval
实验判决门:Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
- +3 more from dzhng
- +5 more from Lambenthan
Other versions192 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 192
- garrytan/gstack★ 141ksame name
- ansible/ansible★ 71ksame name
- docling-project/docling★ 70ksame name
- traefik/traefik★ 65ksame name
- ClickHouse/ClickHouse★ 51ksame name
- temporalio/temporal★ 24ksame name
- tisfeng/Easydict★ 15ksame name
- juicedata/juicefs★ 15ksame name
- elie222/inbox-zero★ 13ksame name
- gitkraken/vscode-gitlens★ 10ksame name
182 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 repository20 other files it gives its agents.
- build-write-like-meSkill
- clarifySkill
- commitSkill
- deliver-prSkill
- exploreSkill
- implementSkill
- open-prSkill
- planSkill
- pr-fixSkill
- pr-monitorSkill
- rebaseSkill
- relay-archiveSkill
- relay-statusSkill
- review-prSkill
- simplifySkill
- stack-shipSkill
- tlSkill
- todoSkill
- validateSkill
- write-like-meSkill
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 4 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 157 edited versions we read keep these.
4
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
- could be automatic: a setting could enforce it
- Very specific: line 58
Pinned inputs: When the caller pins the checkout, base and head commits, guidance, and spec (as review-pr does for someone else's pull …
- Very specific: line 64
If gh is available and a PR exists, scope to the PR diff and gather context for dedup:
- Distinctive: line 81
Always run code-reviewer, silent-failure-hunter, git-history, and prior-pr-history.
- Distinctive: line 82
Add roles by what changed: tests → pr-test-analyzer.
- Distinctive: line 84
security: If the caller named specific aspects, run only those.
- Distinctive: line 88
Every change is judged on two independent axes — do not let one contaminate the other, and do not merge them when reporting:
- Very specific: line 152
Always emit this summary, even with zero findings (a # Review Summary of 👍 LGTM plus any strengths) — a clean review still reports.
“Common” is measured: kept by at least 6 in 10 of the 157 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
Review a change with a library of specialized reviewer roles, score every finding for confidence, drop the noise, and emit results in one of two modes. The goal is signal: high-confidence findings a senior engineer would actually raise, each with a concrete fix — never a wall of nitpicks.
Modes
- report (default) — produce a local, severity-ranked findings report for the author or a fix
loop (e.g.
pr-fix). Posts nothing. - inline (
--comment) — post a summary comment plus inline comments on the PR viagh.
The reviewer-role library
Each role is a prompt file under agents/, focused on one failure mode. Run a role as its own
sub-agent when sub-agents are available (fresh context, parallelizable); otherwise apply its prompt
inline, one role at a time.
Every role reports under one contract: score each finding 0-100 for confidence and surface only those ≥ 80; tag each with a severity (Critical / Important / Suggestion) as a separate axis from confidence; stay advisory — surface findings with a concrete fix, never block. This contract overrides any different scale or posture a bundled role's own prompt describes.
- code-reviewer (
agents/code-reviewer.md) — guideline compliance, correctness, edge cases. - silent-failure-hunter (
agents/silent-failure-hunter.md) — swallowed errors, log-and-continue, fallbacks that hide failure. - type-design-analyzer (
agents/type-design-analyzer.md) — encapsulation and invariants; make illegal states unrepresentable. - pr-test-analyzer (
agents/pr-test-analyzer.md) — behavioral and error-path coverage; tests that catch real bugs, not implementation-coupled ones. - comment-analyzer (
agents/comment-analyzer.md) — comment accuracy, "why" over "what", rot. - security (
agents/security.md) — STRIDE pass over trust boundaries; Always/Ask-First/Never; injection and untrusted-input handling. - git-history (
agents/git-history.md) —git blame/log context: does the change contradict why the surrounding code exists? - prior-pr-history (
agents/prior-pr-history.md) — was this approach already tried, discussed, or reverted in earlier PRs?
1. Scope and the should-review gate
Load guidance before judging standards. Read the repo's AGENTS.md when present, then read global
guidance from ~/AGENTS.md or ~/.config/agents/AGENTS.md when present. Repo guidance takes precedence
over global guidance. Include the applicable guidance in each reviewer role's prompt so sub-agents review
against the same rules instead of relying on memory.
Pin a fixed point and confirm there is something to review:
BASE=$(git merge-base HEAD origin/HEAD 2>/dev/null || git rev-parse HEAD~1)
git diff --name-only "$BASE"...HEAD # must be non-emptyPinned inputs. When the caller pins the checkout, base and head commits, guidance, and spec (as
review-pr does for someone else's pull request), use exactly those. Do not rediscover the base from
origin/HEAD or re-read guidance from the checkout. Read code only through git against the named
checkout (git -C <checkout> show|diff|grep|log), never by opening its files, because the checkout
may hold untrusted code.
If gh is available and a PR exists, scope to the PR diff and gather context for dedup:
REPO=$(gh repo view --json nameWithOwner --jq .nameWithOwner)
PR=$(gh pr view --json number --jq .number)
HEAD_SHA=$(gh pr view --json headRefOid --jq .headRefOid)
gh pr diff "$PR" # the PR-scoped diff to review
gh pr view "$PR" --json title,body,files # spec text + changed files — feeds the Spec axis (step 3)
gh api "repos/$REPO/pulls/$PR/comments" --jq '.[] | {path, line, body}' # existing comments (dedup)Skip and report the skip reason (post nothing) if: the diff is empty, the PR is closed, the change
is trivially correct (dependency bump, single config value, no logic), or this exact HEAD_SHA was
already reviewed with no new commits.
2. Pick the applicable roles
Always run code-reviewer, silent-failure-hunter, git-history, and prior-pr-history. Add roles by what changed: tests → pr-test-analyzer; new/changed types → type-design-analyzer; comments/docs → comment-analyzer; any trust boundary, input parsing, auth, or untrusted data → security. If the caller named specific aspects, run only those.
3. Review along two axes, kept separate
Every change is judged on two independent axes — do not let one contaminate the other, and do not merge them when reporting:
- Standards — does it follow the repo's and author's documented conventions (repo
AGENTS.md, then global~/AGENTS.mdor~/.config/agents/AGENTS.md, plus CLAUDE.md or equivalent guideline files)? Omit anything a linter or compiler already enforces; distinguish a hard violation from a judgment call. - Spec — does it do what the task/PRD/issue asked? Report three buckets: missing or partial requirements, changes nobody asked for, and implementations that look incorrect. Quote the spec.
4. Delegate each role adversarially (doubt-driven)
This is the highest-leverage rule. When you hand a finding or a diff to a reviewer sub-agent, give it only the artifact and the contract it must satisfy — never your own reasoning or your conclusion that the code is fine. A reviewer that sees "this looks correct" anchors to agreement. Prompt it to find what is wrong, not to confirm. If a role and the author disagree, run at most 3 back-and- forth cycles, then record the open question rather than looping forever.
5. Score every finding 0-100, then filter
Score each finding for confidence that it is real, verified against the actual code. This axis is confidence only — severity (Critical/Important/Suggestion, i.e. impact) is a separate dimension you tag independently, so a high-confidence finding can still be a Suggestion.
| Score | Confidence the finding is real |
| 100 | Certain — verified against the code (e.g. missing import → ImportError) |
| 80 | High — strong evidence it is real |
| 50 | Plausible — might be real, not verified |
| 25 | Weak — speculative |
| 0 | False positive / pre-existing / on a line the change did not touch |
Drop every finding below 80. Then drop anything on this false-positive exclusion list:
- Pre-existing issues on lines the change did not touch.
- Anything a linter, compiler, or formatter already catches.
- Lines explicitly suppressed (lint-ignore) or intentional per the change's stated goal.
- Anything a senior engineer would not bother to raise.
6. Dedup, validate, description gate
- Merge duplicate/overlapping findings from multiple roles into one.
- Drop findings already covered by existing PR comments (from step 1) and resolved threads.
- Cross-validate any externally-sourced finding against the real code — line numbers can be hallucinated. Confirm every changed file was covered by at least one role.
- Each finding's description must be a complete sentence ≥ 20 chars explaining the issue and naming a
concrete fix. Never emit a placeholder (
todo,fixme,tbd).
7. Emit
report mode — group by the shared severity vocabulary, with file:line and a fix per finding:
# Review Summary
## Critical (N) — must fix before merge
- [role] issue + fix (file:line)
## Important (N) — should fix
- [role] issue + fix (file:line)
## Suggestion (N) — optional
- [role] note (file:line)
## Strengths
- what's well doneAlways emit this summary, even with zero findings (a # Review Summary of 👍 LGTM plus any
strengths) — a clean review still reports.
inline mode (--comment) — post a mandatory summary comment (3-5 sentences, even when clean:
👍 LGTM), then one inline comment per surviving finding. Inline prefixes: Nit: / Optional: /
FYI: for sub-Critical notes. Line numbers must fall inside the PR diff range or the API returns 422:
gh api "repos/$REPO/pulls/$PR/comments" \
-f body="<issue + suggested fix>" -f commit_id="$HEAD_SHA" -f path="<file>" -F line=<line>Severity vocabulary (shared with pr-fix and deliver-pr)
Critical (blocks merge) · Important (should fix) · Suggestion (optional) for reports;
Nit: / Optional: / FYI: prefixes for inline comments.
Red flags
- Posting a finding without verifying the line against the real diff.
- Reporting style a linter already enforces, or a pre-existing issue on an untouched line.
- Reviewing without loading repo/global AGENTS.md guidance when those files exist, or not passing that guidance to reviewer sub-agents.
- Telling a reviewer sub-agent the code is correct before it looks (anchoring it to agreement).
- Demanding mandatory changes that block the PR — surface findings; the author decides.
Verification checklist
- Fixed point pinned; diff non-empty; should-review gate evaluated.
- Repo
AGENTS.mdand global~/AGENTS.mdor~/.config/agents/AGENTS.mdguidance were loaded when present and passed to reviewer roles. - Every changed file covered by at least one role.
- Every emitted finding scores ≥ 80, survives the exclusion list, and names a concrete fix.
- No duplicate of an existing PR comment.
- A summary is emitted (report or inline) even when the review is clean; in
inlinemode every inline comment's line is within the diff range.
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