lean-review
Skill0 starsChanged 17 days agoMITView on GitHub
Review a diff or repo for unnecessary complexity only — delete-list of reinvented stdlib, unneeded deps, speculative abstractions. Use when the user asks what to delete, whether this is over-engineered, a simplify review, or a bloat audit. Do not edit product code.
5 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- rpraharaj/ai-engineeredited, first seen Nov 1, 2026
- FareedKhan-dev/lean-agenttheir own version, first seen Oct 13, 2026
- dRafaleD/cybersec-skillstheir own version, first seen Sep 18, 2026
- utk2103/Prompt-Studiotheir own version, first seen Aug 22, 2026
- MaGe1993/Claude-Code-Base-Harnesstheir own version, first seen Jun 14, 2026
Other versions5 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- rpraharaj/ai-engineer★ 123% same
Wrote their own version · 4
- utk2103/Prompt-Studio★ 8same name
- dRafaleD/cybersec-skills★ 2same name
- FareedKhan-dev/lean-agent★ 1same name
- MaGe1993/Claude-Code-Base-Harness★ 1same 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 repository66 other files it gives its agents.
- AGENTS.mdAGENTS.md
- a11y-passSkill
- assess-changeSkill
- build-regression-packSkill
- charter-exploratorySkill
- classify-dataSkill
- commitSkill
- cut-releaseSkill
- data-changeSkill
- debugSkill
- design-experimentSkill
- diff-environmentsSkill
- draft-steercoSkill
- engineering-barSkill
- explain-codeSkill
- explore-codebaseSkill
- fix-ciSkill
- handoffSkill
- implement-changeSkill
- incident-triageSkill
- map-dependenciesSkill
- map-design-handoffSkill
- map-processSkill
- open-prSkill
- performanceSkill
- plan-data-migrationSkill
- plan-incrementSkill
- plan-rollbackSkill
- plan-uatSkill
- prioritize-backlogSkill
- production-passSkill
- ready-to-mergeSkill
- record-decisionSkill
- refactor-safelySkill
- revert-changeSkill
- review-architectureSkill
- review-changeSkill
- review-pipelineSkill
- security-passSkill
- shape-workSkill
- ship-notesSkill
- spec-analyticsSkill
- spec-observabilitySkill
- start-projectSkill
- synthesize-discoverySkill
- triage-blockersSkill
- triage-defectSkill
- update-raidSkill
- verify-uiSkill
- write-api-examplesSkill
- write-architectureSkill
- write-designSkill
- write-dev-tasksSkill
- write-docsSkill
- write-integration-contractSkill
- write-nfrSkill
- write-opportunitySkill
- write-prdSkill
- write-requirementsSkill
- write-runbookSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 31
If the target is empty, stop.
- Very specific: line 42
Do not flag trust-boundary validation, the focused test for new logic, or correctness/security/perf bugs (name the other skill).
“Common” is measured: kept by at least 6 in 10 of the 5 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
Lean review
Hunt complexity that does not need to exist. Not correctness (review-change), security, or performance.
Is this the right skill?
| Signal | Do this instead |
| Bugs / bar failures | review-change |
| Apply the cuts | refactor-safely / implement-change |
Required inputs
- Current diff, or the whole tree if they said “audit”
engineering-barMinimum path + Never cut
If the target is empty, stop.
Human decisions (do not invent)
- Applying cuts (not this skill)
Procedure
- Collect the diff or scan the tree (skip
node_modules,.git, vendored/build). - One line per finding:
<file>:<line>: <tag> <what to cut>. <what replaces it>. - Tags:
delete|stdlib|native|yagni|shrink. See references/tags.md. - Do not flag trust-boundary validation, the focused test for new logic, or correctness/security/perf bugs (name the other skill).
- Rank biggest cut first. End with
net: -<N> lines. Nothing to cut:Lean already.
Output
- Path: reply
- Template:
references/tags.md
Quality bar
- Product code not edited
- Tags from the table only
- Never-cut items absent from the list
Done
The delete-list or Lean already.
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.

