simplify-code
Skill1 starsChanged 29 days agoMITView on GitHub
Instructions for the upstream workflow: A three-reviewer parallel pass over a diff — one reviewer on code reuse, one on quality, one on efficiency, each receiving the whole diff and required to cite file:line evidence — then findings are merged, false positives discarded, conflicts resolved by a stated priority order, fixes applied scoped to the diff, and targeted tests and linter run. Use when asked to simplify, clean up or review recent changes. Not for detecting smells across a whole tree — use the code_* detectors; not for the conceptual rules — use code-rules or karpathy-guidelines.
29 other projects use a version of this.
Adopted by
Most recently taken up by
- ashleysbrain/skillstheir own version, first seen Nov 8, 2026
- delorenj/skillstheir own version, first seen Nov 7, 2026
- marin-community/marintheir own version, first seen Nov 1, 2026
- LuisUrrutia/skillstheir own version, first seen Oct 18, 2026
- Fahrnetic/engineering-agent-skill-workflowtheir own version, first seen Oct 15, 2026
- Stuko0/alice-agenttheir own version, first seen Oct 13, 2026
Used with
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- +4 more from aivrar
Other versions29 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 29
- NousResearch/hermes-agent★ 262ksame name
- vudovn/ag-kit★ 8.2ksame name
- vudovn/antigravity-kit★ 8.2ksame name
- marin-community/marin★ 4.1ksame name
- Cosmian/kms★ 372same name
- aivrar/portable-hermes-agent★ 239same name
- wundercorp/loki★ 28same name
- delorenj/skills★ 17same name
- Samin12/skills★ 8same name
- kevinforge/orbit★ 5same name
19 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.
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The file
Files
Simplify Code — parallel three-agent review
Package scope and prerequisites
This catalog ships instructions, not the executable runtime. Python modules, scripts, local services and optional tools named below must be installed separately from the upstream project. Check their availability before running commands; if they are missing, explain the prerequisite instead of claiming execution or results. The host agent may use model tokens while following these instructions.
Three narrow reviewers beat one broad reviewer.
Purpose
A review procedure for a change: identify the diff scope, launch exactly three reviewers with disjoint concerns and the full diff each, then aggregate, discard false positives, resolve conflicts, apply scoped fixes and verify.
Triggers: simplify, simplify my changes, review my code, review my recent changes, clean up my changes.
The complete upstream process depends on RULES.md, which is not included here. If the compatible policy is unavailable, report that limitation and propose only a general review plan; do not invent project-specific limits or required procedures.
Boundaries
Reviewers must cite file:line and search rather than guess; the pass improves a diff, it does not certify it.
When NOT to use
- You want the whole tree analysed — use the code_* detectors.
- You want the standing rules — use code-rules.
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.

