review
Skill1 starsChanged 15 days agoMITView on GitHub
Closeout pass on a finished substantive change — sequence refactor-clean (shape), code-review (diff), and write-docs (docs) so all three run, in the order where each feeds the next. Use after implementing a slice or feature and before calling it done or committing; when the user asks for a final review, a cleanup-and-document pass, or to "review everything." For a diff-only audit, reach code-review directly.
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 daily-arxiv, exp-eval and 5 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.
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
- +5 more from Lambenthan
Other versions192 projects use a version of this.
Word for word · 4
- dzhng/jevgrep★ 3.2k100% same
- dzhng/skills★ 1.5k100% same
- dzhng/yap★ 112100% same
- dzhng/duet-agent★ 55100% same
Edited · 0
None found.
Wrote their own version · 188
- 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
178 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 repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- a11ySkill
- agents-mdSkill
- antislop-codeSkill
- antislop-copywritingSkill
- antislop-humanSkill
- antislop-layoutmobileSkill
- antislopSkill
- antislop-uiSkill
- askSkill
- audit-agentsSkill
- audit-choicesSkill
- audit-performanceSkill
- audit-testsSkill
- auto-researchSkill
- close-specSkill
- code-reviewSkill
- compare-screenshotsSkill
- debugSkill
- design-mdSkill
- design-with-imagesSkill
- document-codebaseSkill
- eli5Skill
- eval-skillsSkill
- explore-unknownsSkill
- handoff-specSkill
- implementSkill
- learnSkill
- marketing-pagesSkill
- memorySkill
- okf-contextSkill
- preview-shotsSkill
- quick-planSkill
- ratchet-filesSkill
- refactor-cleanSkill
- rememberSkill
- repoagent-doc-generationSkill
- retroSkill
- rtkSkill
- screenshot-critiqueSkill
- specifySkill
- spec-planSkill
- spec-tasksSkill
- statusSkill
- system-designSkill
- verifySkill
- write-docsSkill
- write-skillsSkill
- write-testsSkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 153 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
Shape — [refactor-clean](../refactor-clean/SKILL.md): Run it first, while restructuring is cheap and before you audit a diff that's about …
- Distinctive: line 20
Docs — [write-docs](../write-docs/SKILL.md): Update the docs this change touched.
- Distinctive: line 30
When you enter a pass, read its skill — the rules live there, not here.
- Distinctive: line 34
Stop when a full pass adds nothing.
“Common” is measured: kept by at least 6 in 10 of the 153 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
A finished change earns "done" only after three lenses pass: its shape, its diff, and its docs. Each has a specialist skill. This skill owns only what they can't — the order they run in, the loop between them, and one verdict.
Workflow
- Scope. Fix the diff under review and confirm it's substantive; skip the whole pass for trivial edits.
- Shape — refactor-clean. Run it first, while restructuring is cheap and before you audit a diff that's about to move.
- Diff — code-review. Audit the settled shape. A finding that forces a structural change sends you back to step 2, not onward.
- Docs — write-docs. Update the docs this change touched. Then trace the link chain from the root README down to each one: every link on the path still resolves, and the hub-to-leaf flow still reads in order.
- Report. One verdict across all three passes — what each found, what you changed, what you left and why. Done only when every pass is clean or resolved.
Rules
- When you enter a pass, read its skill — the rules live there, not here.
- Order governs presentation, not disclosure: surface a finding the moment you hit it, even when a later pass owns it.
- Loop, don't cascade: a later fix that reopens an earlier pass returns there. Stop when a full pass adds nothing.
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.

