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Code simplification
Skills
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| # | 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/ | 565 | 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 | Makes the agent pick the laziest solution that works: skip unneeded work, reuse what exists, prefer the standard library and platform features, and keep diffs small. | DietrichGebert/ | 158k | — | ~871 | Automated safety check: Pass | MIT | today |
| 4 | 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 | 15 days ago |
| 5 | 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 |
| 6 | Reviews a diff only for unnecessary complexity and lists what to delete or shrink, one numbered line per finding with the location, the cut and its replacement. | DietrichGebert/ | 158k | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 7 | 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 |
| 8 | 8.Deslop Simplify and refine recently modified code while preserving functionality. | millionco/ | 15k | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 9 | 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 |
| 10 | 10.Unslop Code 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/ | 511 | — | ~2.5k | Automated safety check: Pass | Unknown | 3 mo ago |
| 11 | 11.Refactor Op 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 | 21 days ago |
| 12 | 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 |
| 13 | 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/ | 6.4k | — | ~2.5k | Automated safety check: Pass | MIT | today |
| 14 | 14.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 |
| 15 | 15.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 | today |
| 16 | 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 |
| 17 | 17.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 |
| 18 | 18.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/ | 633 | — | ~687 | Automated safety check: Pass | MIT | yesterday |
| 19 | Removes copy-paste duplication found by jscpd, starting with exact clones and hotspots, then renamed and near-miss copies, using proven refactoring strategies. | kucherenko/ | 6.4k | — | ~2.1k | Automated safety check: Pass | MIT | today |
| 20 | 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 | 18 days ago |
| 21 | 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/ | 633 | — | ~362 | Automated safety check: Pass | MIT | yesterday |
| 22 | 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/ | 443 | — | ~1.1k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 23 | 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/ | 443 | — | ~1.3k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 24 | 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 | 6 days ago |
| 25 | 25.Simplify Simplify code and reduce repository-wide redundancy while preserving behavior. | Sayhi-bzb/ | 548 | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 26 | 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 |
| 27 | 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/ | 347 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | 28.Code Dedup Searches for duplicate code, duplicate tests, and dead code across the SharpLsp repo, then safely merges or removes them. | Nimblesite/ | 138 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 29 | 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 repo | ~1.8k | Automated safety check: Pass | Unknown | today |
| 30 | 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 |
| 31 | 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 | today |
| 32 | 32.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 |
| 33 | 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 |
| 34 | 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 |
| 35 | 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 | today |
| 36 | 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 |
| 37 | 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 |
| 38 | 38.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 |
| 39 | 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 |
| 40 | Before building anything, justify the tool choice and complexity level. | ferrumclaudepilgrim/ | 266 | — | ~538 | Automated safety check: Notes | MIT | 2 mo ago |
| 41 | 41.Simplify Simplify code or workflows, including explicitly requested pre-production removal of legacy compatibility. | yielded-dev/ | 137 | — | ~486 | Automated safety check: Pass | MIT | today |
| 42 | Interactive pragmatic code review focusing on YAGNI and KISS principles. | heyitsnoah/ | 2.6k | — | ~2.6k | Automated safety check: Pass | MIT | 5 mo ago |
| 43 | Analyzes recently modified code and creates pull requests with simplifications that improve clarity, consistency, and maintainability while preserving functionality | Azure/ | 795 | — | ~2.9k | Automated safety check: Pass | MIT | 2 days ago |
| 44 | 44.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 |
| 45 | 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 | 15 days ago |
| 46 | 46.Find Slop Hunt "AI slop" in this codebase — duplication, reinvented wheels, over-engineering, defensive cruft, dead code, comment slop, performance antipatterns. | letehaha/ | 160 | — | ~3k | Automated safety check: Pass | AGPL-3.0 | today |
| 47 | Designs deep modules with small interfaces, reviews scoped code changes and simplifies implementations while checking that behavior stays the same. | Prismer-AI/ | 1.6k | — | ~1.7k | Automated safety check: Pass | MIT | 7 days ago |
| 48 | 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 | yesterday |