Topic · Development

Best code simplification skills for Claude Code, Codex and other agents.

Skills that cut needless complexity, duplication and dead code from a codebase while keeping behaviour intact.
skills
123
official
5

Code simplification skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Code simplification skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Forces the laziest solution that actually works, simplest, shortest, most minimal.

DavidObando/gsharp5648 repos~1.7kAutomated safety check: PassMITtoday
2

Code review focused exclusively on over-engineering. An agent skill from kortix-ai/suna.

kortix-ai/suna20k4 repos~593Automated safety check: PassUnknowntoday
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/ego-lite17k—~1.2kAutomated safety check: PassMIT14 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/star-history9.6k1 repo~168Automated safety check: PassMIT25 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/rtk83k—~1.1kAutomated safety check: PassApache-2.0today
6

Simplify and refine recently modified code while preserving functionality.

millionco/react-doctor15k—~1.2kAutomated safety check: PassUnknowntoday
7

Simplification audit or authorized codebase simplification whose stated objective is to remove accidental complexity.

tt-a1i/simplify-codebase504—~2.2kAutomated safety check: PassMIT1 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/vibecoded-design-tells508—~2.5kAutomated safety check: PassUnknown3 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/CV-CUDA2.7k—~1.5kAutomated safety check: PassUnknown20 days ago
10

Simplifies code for clarity. An agent skill from sanity-io/sanity.

sanity-io/sanity6.4k11 repos~3.8kAutomated safety check: PassMITtoday
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/jscpd6.3k—~2.5kAutomated safety check: PassMITyesterday
12

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/Easydict15k—~659Automated safety check: PassGPL-3.0yesterday
13

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/gean177—~1.5kAutomated safety check: PassNo licenceyesterday
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/open-steps1.2k—~1.4kAutomated safety check: PassMIT2 days ago
15

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/codex-team-mode216—~1.3kAutomated safety check: PassMIT6 days ago
16

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/Chisle628—~687Automated safety check: PassMITyesterday
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/jscpd6.3k—~2.1kAutomated safety check: PassMITyesterday
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/nathanmcnulty441—~2.1kAutomated safety check: PassUnlicense17 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/Chisle628—~362Automated safety check: PassMITyesterday
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/app442—~1.1kAutomated safety check: PassGPL-3.0today
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/app442—~1.3kAutomated safety check: PassGPL-3.0today
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/shadmin174—~1.3kAutomated safety check: PassMIT5 days ago
23

Simplify code and reduce repository-wide redundancy while preserving behavior.

Sayhi-bzb/CharDesk547—~1.3kAutomated safety check: PassMITtoday
24
24.Code SimplifierOfficial

Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality.

getsentry/skills1k6 repos~991Automated safety check: PassApache-2.05 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/shift343—~1.8kAutomated safety check: PassApache-2.0yesterday
26

Searches for duplicate code, duplicate tests, and dead code across the SharpLsp repo, then safely merges or removes them.

Nimblesite/SharpLsp137—~1.6kAutomated safety check: PassMITyesterday
27

Simplify and clean up code after changes are complete. An agent skill from meleantonio/ChernyCode.

meleantonio/ChernyCode5161 repo~604Automated safety check: PassNo licence1 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/ChapterTool113—~2.4kAutomated safety check: PassGPL-3.0yesterday
29

Build feature work with high overbuilding risk. Use for new behavior, product slices, or integrations where repository reuse, strict scope, and an…

JuliusBrussee/caveman110k1 repo~273Automated safety check: PassApache-2.0today
30

Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality.

keep-starknet-strange/starkzap1081 repo~2.1kAutomated safety check: WarnNo licence14 days ago
31

Safely identify and remove dead code with test verification at every step.

julianromli/ai-skills191—~1.3kAutomated safety check: PassNo licence4 mo ago
32

AI DevKit · Analyze and simplify existing implementations to reduce complexity, improve maintainability, and enhance scalability.

codeaholicguy/ai-devkit1.6k—~1.2kAutomated safety check: PassApache-2.0yesterday
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/Easydict15k—~289Automated safety check: PassGPL-3.0yesterday
34
34.TechdebtOfficial

Review a code diff / branch / PR for technical debt — code duplication, unnecessary complexity / over-engineering, and redundant or dead code.

DataDog/dd-trace-java736—~565Automated safety check: NotesApache-2.0today
35
35.Dhh

Review Ruby/Rails code like DHH would - direct, opinionated, allergic to over-engineering.

marckohlbrugge/37signals-skills724—~2.2kAutomated safety check: PassNo licence4 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/absolute218—~6.1kAutomated safety check: PassMIT3 mo ago
37

Before building anything, justify the tool choice and complexity level.

ferrumclaudepilgrim/claude-code-android266—~538Automated safety check: NotesMIT2 mo ago
38

Interactive pragmatic code review focusing on YAGNI and KISS principles.

heyitsnoah/claudesidian2.6k—~2.6kAutomated safety check: PassMIT5 mo ago
39

Simplify code or workflows, including explicitly requested pre-production removal of legacy compatibility.

yielded-dev/agent132—~486Automated safety check: PassMITtoday
40
40.Code SimplifierOfficial

Analyzes recently modified code and creates pull requests with simplifications that improve clarity, consistency, and maintainability while preserving functionality

Azure/azqr794—~2.9kAutomated safety check: PassMIT2 days ago
41

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/mi102—~3.8kAutomated safety check: PassNo licence11 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/mini-harness199—~1.2kAutomated safety check: PassNo licence14 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/oh-my-openagent70k—~1.8kAutomated safety check: PassUnknowntoday
44

Hunt "AI slop" in this codebase — duplication, reinvented wheels, over-engineering, defensive cruft, dead code, comment slop, performance antipatterns.

letehaha/moneymatter158—~3kAutomated safety check: PassAGPL-3.02 days ago
45

Review a change set for reuse, simplification, efficiency, and altitude problems, then apply the fixes while preserving exact behavior.

TwiTech-LAB/devchain101—~2kAutomated safety check: PassUnknowntoday
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/satori138—~487Automated safety check: PassMIT16 days ago
47

Simplify and refine recently written code for clarity, consistency, and maintainability while preserving all functionality.

mobazha/mobazha-unified165—~601Automated safety check: PassMPL-2.04 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/moraine117—~473Automated safety check: PassApache-2.02 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.