review
Skill0 starsChanged 12 days agoMITView on GitHub
Read-only. Review a PR or branch for real bugs and rule violations: parallel finders in fresh context, one verifier per finding, only verified findings reported. Use before asking a human to review, or when asked to review a PR.
193 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 versions193 projects use a version of this.
Word for word · 1
- serhiileniv/skills★ 0100% same
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.
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 3 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 157 edited versions we read keep these.
3
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 13
Read-only: No edits, no commits, no push, no gh pr comment or review.
- Very specific: line 16
Never approve or block: a human does.
- Very specific: line 35
Run every command under REVIEW.md ## Checks, each with .
- Distinctive: line 67
Every finder and verifier gets this list:
- Distinctive: line 74
test coverage, unless a rule demands it
- Distinctive: line 78
Not certain it is real → don't flag it.
“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
/ccs:review
Report only what a verifier confirmed. A review people stop reading is worse than none.
The hard rule
Read-only. No edits, no commits, no push, no gh pr comment or review. Checks and
tests that don't write are fine. The one write is this run's report.
Never approve or block: a human does. Fixes go to /ccs:implement.
Step 0 — scope
- PR number →
gh pr view <n>(title, body, base, draft) andgh pr diff <n>. - Branch or empty →
git fetch, then difforigin/<base>...HEAD. - Base = the
Base:line inREVIEW.md, else the repo default branch. - Empty diff → say so, stop. Draft → note it, continue.
Step 1 — rules
Collect paths, not contents:
- root
CLAUDE.md/AGENTS.md, plus any in a directory holding a changed file REVIEW.md, read withgit show origin/<base>:REVIEW.md: a PR can't relax its own review. Missing on base, present in the tree → use the tree copy and say so.
Step 2 — checks
Run every command under REVIEW.md ## Checks, each with ; echo "rc=$?" appended so the
exit code is seen. Non-zero exit or non-empty output = a failed check, reported as fact, no verifier. Finders get the list and skip those subjects.
Step 3 — find
Launch finders in parallel, as subagents with fresh context: they never saw the code being written. Each gets only: the diff, PR title and body, rule paths, the do-not-flag list.
| Finder | Looks for |
| rules | A violation of a rule in the collected files. Must quote the exact rule and its path. |
| bugs | From the diff alone: won't parse, compile or import; wrong for every input; a security hole provable from the changed lines. |
one per ## Lenses item | That item, in the changed code only. |
Each finding: file:line, problem, trigger (the input or path that hits it), fix.
Step 4 — verify
One subagent per finding, in parallel. It reads the code around the finding and returns
confirmed or rejected with evidence. A claim about behaviour needs a file:line
citation, not an inference from a name. Rejected → dropped.
Step 5 — rank
Dedupe, then:
- 🔴 Important: fix before merge
- 🟡 Nit: worth fixing, not blocking. At most 5.
- 🟣 Pre-existing: real, not introduced here; only when the diff touches that code
Do not flag
Every finder and verifier gets this list:
- a pre-existing issue as 🔴
- style or taste
- anything a linter, type checker or CI catches
- "might fail" without a concrete input that makes it fail
- nits a senior engineer would skip
- test coverage, unless a rule demands it
- code silenced on purpose (
noqa, lint-ignore) - anything under
REVIEW.md## Do not report
Not certain it is real → don't flag it.
REVIEW.md
Optional, at the reviewed repo's root. All sections optional.
# Review rules
Base: develop
## Checks
- `uv run ruff check src tests scripts`
## Lenses
- Docs chain: a change under `src/engine/` has its card and History line
## Do not report
- Generated files, lockfiles
## Cannot check
- Whether geometry is clinically rightOutput
Review: <PR #n | branch> vs <base> · <files> files, +<a>/-<d>
Verdict: fix first | ready for human review
Checks: <n> run, <failed> failed
✗ <command> — <one line>
🔴 file.py:42 — <problem>
Trigger: <input or path that hits it>
Fix: <one line>
🟡 …
🟣 …
Dropped by verifier: <n>
Cannot check: <REVIEW.md ## Cannot check, verbatim, plus what this run could not see>No findings → No issues found. Checked: <finders run>.
fix first when any check failed or any 🔴 exists.
Writing
One line where one line does. Answer first. State the fact, not the story behind it — no narrating what was tried, no paragraph restating the line above. Two things always stay: why a non-obvious decision was made, and what a check cannot do. Caveats and risks still get said, one line each.
Outcome: success = review completed · partial = a step could not run (say which) · failed = no diff reviewed.
Report
Last step, every run, whatever the outcome: write .ccs/reports/<skill>/<YYYY-MM-DD>-<slug>.md
at the repo root, and add .ccs/ to .git/info/exclude if missing. One line per field,
no secrets, tokens or customer data. Print the path.
---
skill: <skill>
date: <YYYY-MM-DD>
repo: <owner/name>
target: <argument, one line>
outcome: success | partial | failed
learned: false
---
Used: <tools, CLIs, MCPs, files that did the work>
Found: <the result, one or two lines>
Friction: <what slowed or blocked it; a user correction; "none">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.

