Topic · Development
Best code simplification skills for Claude Code, Codex and other agents.
- skills
- 123
- official
- 5
Code simplification skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Ponytail Forces the laziest solution that actually works, simplest, shortest, most minimal. | DavidObando/ | 564 | 8 repos | ~1.7k | Automated safety check: Pass | MIT | today |
| 2 | Code review focused exclusively on over-engineering. An agent skill from kortix-ai/suna. | kortix-ai/ | 20k | 4 repos | ~593 | Automated safety check: Pass | Unknown | today |
| 3 | Finds and implements evidence-backed simplifications in the ego-lite repository, such as dead code, duplicated state and speculative abstractions, without hiding behavior changes. | citrolabs/ | 17k | — | ~1.2k | Automated safety check: Pass | MIT | 14 days ago |
| 4 | Perform a refactor pass focused on simplicity after recent changes. Use when the user asks for a refactor/cleanup pass, simplification, or dead-code… | star-history/ | 9.6k | 1 repo | ~168 | Automated safety check: Pass | MIT | 25 days ago |
| 5 | Reviews RTK's Rust code for over-engineering and verbose patterns, applying idioms like iterator chains and early returns while protecting a specific list of constraints from being simplified away. | rtk-ai/ | 83k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | 6.Deslop Simplify and refine recently modified code while preserving functionality. | millionco/ | 15k | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 7 | Simplification audit or authorized codebase simplification whose stated objective is to remove accidental complexity. | tt-a1i/ | 504 | — | ~2.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 8 | Strips the tells that make source code read as AI-generated and forces code that fits the project instead of the model's default average. | JCarterJohnson/ | 508 | — | ~2.5k | Automated safety check: Pass | Unknown | 3 mo ago |
| 9 | Find and safely apply per-operator refactoring / redundancy-reduction opportunities in a CV-CUDA operator (near-duplicate Tensor/VarShape kernels, reinvented shared utilities, dead code). | CVCUDA/ | 2.7k | — | ~1.5k | Automated safety check: Pass | Unknown | 20 days ago |
| 10 | Simplifies code for clarity. An agent skill from sanity-io/sanity. | sanity-io/ | 6.4k | 11 repos | ~3.8k | Automated safety check: Pass | MIT | today |
| 11 | A three-part cleanup guided by jscpd: measure health, then fix duplicated code, remove dead code and simplify the most complex files, finishing by re-measuring the score. | kucherenko/ | 6.3k | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 12 | 12.Review 审查本地工作树、提交、range、文件或模块,找出有证据的缺陷。GitHub PR 审查使用 review-pr;代码清理使用 code-simplifier。 | tisfeng/ | 15k | — | ~659 | Automated safety check: Pass | GPL-3.0 | yesterday |
| 13 | 13.Lean Review Review a branch or PR's diff against main and report opportunities to subtract — simplify, delete, and reduce the number of concepts a reader has to hold in their head. | geanlabs/ | 177 | — | ~1.5k | Automated safety check: Pass | No licence | yesterday |
| 14 | ALWAYS invoke this skill before asking the user any technical question or offering options, and whenever they ask to be asked in plain words - "ask simple", "ask me simply", "ask me in plain words"… | kharmanskyi/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 15 | 15.Team Mode A skill your agent uses when a task may benefit from a bounded subagent for implementation, large-codebase discovery at task start, independent review, requested or pre-commit code simplification… | oil-oil/ | 216 | — | ~1.3k | Automated safety check: Pass | MIT | 6 days ago |
| 16 | 16.Chisle Audit One-shot efficiency audit of a file, diff, or whole repo across BOTH axes at once: over-engineered code (reinvented stdlib, needless abstractions, speculative config) AND bloated prose (verbose… | JayPokale/ | 628 | — | ~687 | Automated safety check: Pass | MIT | yesterday |
| 17 | Removes copy-paste duplication found by jscpd, starting with exact clones and hotspots, then renamed and near-miss copies, using proven refactoring strategies. | kucherenko/ | 6.3k | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 18 | Guides agents working in isolated git worktrees or short-lived branches on what to keep, discard or promote, so the accepted baseline branch stays clean. | nathanmcnulty/ | 441 | — | ~2.1k | Automated safety check: Pass | Unlicense | 17 days ago |
| 19 | Review a diff or file through the Chisle lens: flag over-engineering, speculative abstractions, reinvented stdlib, and verbose code that a lazier approach would shrink. | JayPokale/ | 628 | — | ~362 | Automated safety check: Pass | MIT | yesterday |
| 20 | A skill your agent uses when wanting to systematically improve the Go backend - scans for security vulnerabilities, stability risks, performance issues, and code simplification opportunities, then… | luxury-yacht/ | 442 | — | ~1.1k | Automated safety check: Pass | GPL-3.0 | today |
| 21 | A skill your agent uses when wanting to systematically improve the React/TypeScript frontend - scans for security vulnerabilities, stability risks, performance issues, and code simplification… | luxury-yacht/ | 442 | — | ~1.3k | Automated safety check: Pass | GPL-3.0 | today |
| 22 | Safe cleanup of Shadmin's Go backend, React frontend, Go CLI, and docs — remove dead code, consolidate duplication, and improve maintainability without changing behavior or adding features. | ahaodev/ | 174 | — | ~1.3k | Automated safety check: Pass | MIT | 5 days ago |
| 23 | 23.Simplify Simplify code and reduce repository-wide redundancy while preserving behavior. | Sayhi-bzb/ | 547 | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 24 | Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. | getsentry/ | 1k | 6 repos | ~991 | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 25 | Finds unused files, exports and class members with Knip, then verifies each candidate through reference tracing before removing anything, never using knip --fix. | shift-editor/ | 343 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 26 | 26.Code Dedup Searches for duplicate code, duplicate tests, and dead code across the SharpLsp repo, then safely merges or removes them. | Nimblesite/ | 137 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 27 | Simplify and clean up code after changes are complete. An agent skill from meleantonio/ChernyCode. | meleantonio/ | 516 | 1 repo | ~604 | Automated safety check: Pass | No licence | 1 mo ago |
| 28 | Find, rank, and safely remove accidental codebase complexity by proving real consumers, dynamic entrypoints, compatibility obligations, duplicate representations, speculative surfaces, and lifecycle… | tautcony/ | 113 | — | ~2.4k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 29 | 29.Lean Build Build feature work with high overbuilding risk. Use for new behavior, product slices, or integrations where repository reuse, strict scope, and an… | JuliusBrussee/ | 110k | 1 repo | ~273 | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. | keep-starknet-strange/ | 108 | 1 repo | ~2.1k | Automated safety check: Warn | No licence | 14 days ago |
| 31 | Safely identify and remove dead code with test verification at every step. | julianromli/ | 191 | — | ~1.3k | Automated safety check: Pass | No licence | 4 mo ago |
| 32 | AI DevKit · Analyze and simplify existing implementations to reduce complexity, improve maintainability, and enhance scalability. | codeaholicguy/ | 1.6k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 33 | 在不改变行为的前提下简化或重构已有代码。用于明确要求清理、去重或提高可读性;查找缺陷使用 review. An agent skill from tisfeng/Easydict. | tisfeng/ | 15k | — | ~289 | Automated safety check: Pass | GPL-3.0 | yesterday |
| 34 | Review a code diff / branch / PR for technical debt — code duplication, unnecessary complexity / over-engineering, and redundant or dead code. | DataDog/ | 736 | — | ~565 | Automated safety check: Notes | Apache-2.0 | today |
| 35 | 35.Dhh Review Ruby/Rails code like DHH would - direct, opinionated, allergic to over-engineering. | marckohlbrugge/ | 724 | — | ~2.2k | Automated safety check: Pass | No licence | 4 mo ago |
| 36 | A skill your agent uses when the user wants to simplify, clean up, refactor, tidy, or refine code — their staged/unstaged git changes or a target file/path. | maddhruv/ | 218 | — | ~6.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 37 | Before building anything, justify the tool choice and complexity level. | ferrumclaudepilgrim/ | 266 | — | ~538 | Automated safety check: Notes | MIT | 2 mo ago |
| 38 | Interactive pragmatic code review focusing on YAGNI and KISS principles. | heyitsnoah/ | 2.6k | — | ~2.6k | Automated safety check: Pass | MIT | 5 mo ago |
| 39 | 39.Simplify Simplify code or workflows, including explicitly requested pre-production removal of legacy compatibility. | yielded-dev/ | 132 | — | ~486 | Automated safety check: Pass | MIT | today |
| 40 | Analyzes recently modified code and creates pull requests with simplifications that improve clarity, consistency, and maintainability while preserving functionality | Azure/ | 794 | — | ~2.9k | Automated safety check: Pass | MIT | 2 days ago |
| 41 | 41.Anneal A skill your agent uses when the user wants to systematically fix AI code slop — duplicated logic, over-engineering, silent error swallowing, convention drift, cargo-cult patterns, and other… | av/ | 102 | — | ~3.8k | Automated safety check: Pass | No licence | 11 days ago |
| 42 | Simplify code for clarity while preserving exact behavior — reduce nesting, split long functions, remove redundancy and dead code, and fix unclear names. | HangYu8123/ | 199 | — | ~1.2k | Automated safety check: Pass | No licence | 14 days ago |
| 43 | Finds unused code in a TypeScript project, confirms each candidate has no references through the language server, then hands removals to parallel agents. | code-yeongyu/ | 70k | — | ~1.8k | Automated safety check: Pass | Unknown | today |
| 44 | 44.Find Slop Hunt "AI slop" in this codebase — duplication, reinvented wheels, over-engineering, defensive cruft, dead code, comment slop, performance antipatterns. | letehaha/ | 158 | — | ~3k | Automated safety check: Pass | AGPL-3.0 | 2 days ago |
| 45 | Review a change set for reuse, simplification, efficiency, and altitude problems, then apply the fixes while preserving exact behavior. | TwiTech-LAB/ | 101 | — | ~2k | Automated safety check: Pass | Unknown | today |
| 46 | 清理 Satori 的死代码、无效代码、未使用 import/变量/导出/图标/文案键等。当用户说"清理垃圾代码"、"删死代码"、"清理无效代码"、"remove dead code" 或完成功能改动后希望保持代码整洁时使用。 | yuxino/ | 138 | — | ~487 | Automated safety check: Pass | MIT | 16 days ago |
| 47 | Simplify and refine recently written code for clarity, consistency, and maintainability while preserving all functionality. | mobazha/ | 165 | — | ~601 | Automated safety check: Pass | MPL-2.0 | 4 days ago |
| 48 | Looks at a pull request for the smallest good design, hunting for simplifications and architectural moves that remove whole classes of problems. | eric-tramel/ | 117 | — | ~473 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
Questions, answered from the data.
What is the best code simplification skill?
Ponytail from DavidObando/gsharp ranks first of the 123 code simplification skills listed here, with the highest score: its repository has 564 GitHub stars, 8 other GitHub owners carry a copy, its SKILL.md loads about 1.7k tokens and it passes the automated safety check with no findings. Next come Ponytail Review and Code Simplification for ego-lite.
Which code simplification skills are official?
5 of the 123 code simplification skills are official, published by the vendor's own GitHub organization: Code Simplification, Code Simplifier, Techdebt, Code Simplifier and Principle Subtract Before You Add.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.
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