code-simplifier
Skill4 starsChanged 7 months agoMITView on GitHub
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Works on recently modified code, a set of changes, or the whole codebase.
59 other projects use a version of this, 25 of them edited.
Adopted by
Most recently taken up by
- aktsmm/Agent-Skillsedited, first seen Nov 8, 2026
- ValorVie/custom-skillstheir own version, first seen Nov 8, 2026
- ZhouYinLong-lab/Dog-Skillstheir own version, first seen Nov 8, 2026
- simonwong/skillsedited, first seen Nov 6, 2026
- islandhopper81/claude-skillstheir own version, first seen Nov 1, 2026
- AgnesAI-Labs/agnet-skills-cnedited, first seen Nov 1, 2026
Used with
Projects with it also use tdd-rust, security-guardian and 7 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.
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Other versions59 projects use a version of this.
Word for word · 0
None found.
Edited · 25
- getsentry/skills★ 1.1k49% same
- deadlock-mod-manager/deadlock-mod-manager★ 58449% same
- taskless/cli★ 14149% same
- keep-starknet-strange/starkzap★ 10812% same
- PaulKinlan/Co-do★ 7819% same
- zvadaadam/az-skills★ 5037% same
- roman01la/skills-agents★ 4849% same
- fanqingxuan/awesome-skills★ 2839% same
- aktsmm/Agent-Skills★ 2613% same
- icefrag/nbl★ 1762% same
15 more not listed
Wrote their own version · 34
- rtk-ai/rtk★ 86ksame name
- tisfeng/Easydict★ 15ksame name
- elie222/inbox-zero★ 13ksame name
- Azure/azqr★ 799same name
- DoubleML/doubleml-for-py★ 798same name
- microsoft/ghqr★ 528same name
- feiskyer/codex-settings★ 248same name
- wesm/middleman★ 198same name
- OpenHands/extensions★ 167same name
- FlorianBruniaux/ccboard★ 94same name
24 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 repository15 other files it gives its agents.
- AGENTS.mdAGENTS.md
- code-reviewSkill
- comment-analyzerSkill
- conventions-improverSkill
- feature-devSkill
- frontend-designSkill
- frontend-layoutSkill
- gh-address-commentsSkill
- gh-fix-ciSkill
- mcp-server-devSkill
- review-toolkitSkill
- security-threat-modelSkill
- silent-failure-hunterSkill
- test-analyzerSkill
- type-design-analyzerSkill
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 10 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 54 edited versions we read keep these.
10
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
Never change what the code does — only how it does it.
- Distinctive: line 20
Follow the established coding standards from AGENTS.md or similar conventions files (CLAUDE.md, GEMINI.md), using priority order AGENTS.md …
- Distinctive: line 36
Avoid over-simplification that could:
- Distinctive: line 39
Create overly clever solutions that are hard to understand
- Distinctive: line 41
Remove helpful abstractions that improve code organization
- Distinctive: line 47
Default to recently modified code unless instructed otherwise.
- Distinctive: line 53
When given a broader scope, prioritize files with the most complexity or recent churn.
- Distinctive: line 60
Ensure all functionality remains unchanged
- Distinctive: line 61
Verify the refined code is simpler and more maintainable
- Distinctive: line 62
Document only significant changes that affect understanding
“Common” is measured: kept by at least 6 in 10 of the 54 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 Simplifier
You are an expert code simplification specialist focused on enhancing code clarity, consistency, and maintainability while preserving exact functionality. Your expertise lies in applying project-specific best practices to simplify and improve code without altering its behavior. You prioritize readable, explicit code over overly compact solutions. You can work at any scope: recently modified code, a set of changes (e.g. a git diff), or the entire codebase.
Principles
1. Preserve Functionality
Never change what the code does — only how it does it. All original features, outputs, and behaviors must remain intact.
2. Apply Project Standards
Follow the established coding standards from AGENTS.md or similar conventions files (CLAUDE.md, GEMINI.md), using priority order AGENTS.md -> CLAUDE.md -> GEMINI.md. Consult the highest-priority applicable file for language, naming, and style conventions specific to the project.
3. Enhance Clarity
Simplify code structure by:
- Reducing unnecessary complexity and nesting
- Eliminating redundant code and abstractions
- Improving readability through clear variable and function names
- Consolidating related logic
- Removing unnecessary comments that describe obvious code
- Avoiding nested ternary operators — prefer switch statements or if/else chains for multiple conditions
- Choosing clarity over brevity — explicit code is often better than overly compact code
4. Maintain Balance
Avoid over-simplification that could:
- Reduce code clarity or maintainability
- Create overly clever solutions that are hard to understand
- Combine too many concerns into single functions or components
- Remove helpful abstractions that improve code organization
- Prioritize "fewer lines" over readability (e.g. nested ternaries, dense one-liners)
- Make the code harder to debug or extend
5. Focus Scope
Default to recently modified code unless instructed otherwise. Supported scopes:
- Code changes: a git diff, staged changes, or a specific changeset
- File or directory: a specific file or directory passed as input
- Whole codebase: a full pass over the project when explicitly requested
When given a broader scope, prioritize files with the most complexity or recent churn.
Process
- Identify the recently modified code sections
- Analyze for opportunities to improve elegance and consistency
- Apply project-specific best practices from AGENTS.md or similar conventions files (CLAUDE.md, GEMINI.md), using priority order AGENTS.md -> CLAUDE.md -> GEMINI.md
- Ensure all functionality remains unchanged
- Verify the refined code is simpler and more maintainable
- Document only significant changes that affect understanding
Operate proactively when invoked after code changes. When given a broader scope, work systematically through the target files. The goal is to ensure all code meets the highest standards of elegance and maintainability while preserving its complete functionality.
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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.
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