code-simplification
Skill3 starsChanged 6 months agoMITView on GitHub
Reduce code without changing behavior. Apply Chesterton's Fence (don't remove what you don't understand) and the Rule of 500 (files over 500 lines usually need splitting). Use when the user says "simplify this", "clean up", "remove dead code", "tighten", or invokes /simplify. Composes polish (review-fix loop) and blunder-hunt (regression risk).
83 other projects use a version of this.
Adopted by
Most recently taken up by
- ishandutta2007/Awesome-Agent-Skillstheir own version, first seen Nov 8, 2026
- dmoreq/agent-grimoiretheir own version, first seen Nov 8, 2026
- Mehul72/skillstheir own version, first seen Nov 8, 2026
- Anish59312/skillstheir own version, first seen Nov 8, 2026
- MMACABRE/SKILLStheir own version, first seen Nov 8, 2026
- gopalparashar421/agent-skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use constraint-driven-development, performance-optimization and 8 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.
MrCipherSmithSkillconstraint-driven-development
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Also in 16 projects that use this
barisariburnuSkillperformance-optimization
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GSA-TTSSkillarchitecture-decision-records
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JohnJBorenSkillci-cd
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OpenAISkillsecurity-best-practices
Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.
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GitHubSkillconventional-commit
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Other versions83 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 83
- addyosmani/agent-skills★ 114ksame name
- sanity-io/sanity★ 6.4ksame name
- luxury-yacht/app★ 446same name
- shashankswe2020-ux/whoop-mcp★ 174same name
- sammcj/agentic-coding★ 169same name
- HybridAIOne/hybridclaw★ 159same name
- muratgur/ordinus★ 111same name
- tranhieutt/software_development_department★ 71same name
- lgbarn/shipyard★ 66same name
- c-kick/hnl-agent-skills★ 56same name
73 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 repository26 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- dcgSkill
- editorial-reviewSkill
- journalSkill
- readme-updateSkill
- security-and-hardeningSkill
- session-retroSkill
- autopilotSkill
- blunder-huntSkill
- brainstormSkill
- convergence-detectSkill
- deslopSkill
- dispatch-parallelSkill
- doc-reviewSkill
- dreamSkill
- incremental-implementationSkill
- planning-and-task-breakdownSkill
- polishSkill
- pr-reviewSkill
- refactor-planSkill
- scope-checkSkill
- security-auditSkill
- spec-driven-developmentSkill
- unstuckSkill
- verification-before-completionSkill
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 6 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 77 edited versions we read keep these.
6
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 28
If you can't answer all three, DO NOT remove it.
- Distinctive: line 40
If a single file exceeds 500 LOC:
- Distinctive: line 50
No public API change (or if there is one, it's marked breaking)
- Distinctive: line 53
If the diff exceeds 500 LOC, you've gone too far — split the simplification into multiple PRs.
- Very specific: line 67
Run polish on the simplification PR.
- Distinctive: line 81
Never delete what you don't understand: Read the commit history first.
- Distinctive: line 82
Behavior-preserving means tests pass: If your "simplification" changes behavior, it's a refactor — different skill.
“Common” is measured: kept by at least 6 in 10 of the 77 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
Code Simplification
Adapted from
addyosmani/agent-skillsunder the MIT License. Copyright (c) Addy Osmani. Modifications by kaijutsu maintainers — composed withpolishandblunder-hunt.
Goal: smaller code, same behavior. The deliverable is a diff that reduces LOC, removes abstractions that earn nothing, and consolidates near-duplicates.
When to invoke
- A file is over 500 lines
- A module's surface has more functions than it has callers per function
- Duplicate logic spotted in 2+ places
- User says "this feels overengineered" or "clean this up"
Process
Step 1: Read before deleting (Chesterton's Fence)
For every candidate removal, ask:
- Why is this here? Find the original commit (
git log -p <file>) and read the message. - Who calls it?
grep -r '<symbol>'or use LSP find-references. - What test covers it?
If you can't answer all three, DO NOT remove it. The fence exists for a reason; first understand the reason, then decide.
Step 2: Find candidates
- Dead code: unreferenced exports, unreachable branches, unused imports
- Duplicate logic: 2+ functions doing the same thing with minor variations
- Premature abstraction: a base class / generic with one concrete subclass / instance
- Leaky helper: a util that exposes implementation details its only caller could inline
- File-over-500: split by cohesion (related functions stay together; orthogonal concerns split out)
Step 3: Apply Rule of 500
If a single file exceeds 500 LOC:
- Identify cohesion clusters within the file
- Split into 2-3 files of <500 LOC each
- Move tests with their code
- Verify imports compile
Step 4: Behavior-preservation gate
After every change:
- Tests still pass
- No public API change (or if there is one, it's marked breaking)
- Diff is reviewable in <10 minutes
If the diff exceeds 500 LOC, you've gone too far — split the simplification into multiple PRs.
Step 5: Compose blunder-hunt for regression risk
Invoke blunder-hunt with a "what might I have broken" lens specifically:
- Caller signatures unchanged?
- Error semantics preserved?
- Concurrency invariants intact?
- Public APIs (HTTP routes, exported types, library entry points) unchanged?
Findings become test additions or revert candidates.
Step 6: Compose polish
Run polish on the simplification PR. Polish's review-fix loop catches the small breakages introduced during the cleanup.
Anti-rationalization table
| Excuse | Rebuttal |
| "Nobody uses this anymore" | Verify with grep + reverse-deps. Internal repo + public API + dynamic call sites all count. |
| "This is dead code" | If it has a test, the test wouldn't be passing if the code were truly dead. Read the test first. |
| "This abstraction is over-engineered" | Maybe. Or maybe a future caller is planned. Check the git blame; check the issues tracker. |
| "I'll DRY this up" | DAMP > DRY. Tests benefit from descriptiveness over de-duplication. Check each candidate for actual cost-of-duplication vs cost-of-abstraction. |
| "The file is too big" | Length isn't always the right metric — cohesion is. A 600-LOC file with one focused concern beats two 300-LOC files with split-brain logic. |
Hard rules
- Never delete what you don't understand. Read the commit history first.
- Behavior-preserving means tests pass. If your "simplification" changes behavior, it's a refactor — different skill.
- Public APIs are sacred unless the user explicitly requested a breaking change.
- One simplification per PR. Multiple unrelated cleanups in one PR = unreviewable.
- Compose
blunder-huntANDpolishbefore declaring done.
Composes
polish— review-and-fix loop after the simplificationblunder-hunt— regression-risk lens
When NOT to use
- Code you've never read before in a domain you don't understand (read first, simplify later)
- Code under active feature development (wait until the feature lands)
- Code with no tests (write tests first, then simplify)
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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.

