Claude Code skills with install and source evidence
Best Claude Code Skills
Browse a public shortlist of Claude Code skills using install evidence, README/SKILL.md depth, and current GitHub evidence. Every listed object is public indexable data; watchlist and rejected objects stay out of this page.
Hot Claude Code skills
Three Claude Code repos to inspect first
A short path for searchers asking which Claude Code skills are hot right now.
cavemanJuliusBrussee/caveman · 49,793 stars · 11 SKILL.mdMatt Pocock Skillsmattpocock/skills · 40,993 stars · 22 SKILL.mdAndrej Karpathy Skillsforrestchang/andrej-karpathy-skills · 98,200 stars · 1 SKILL.md
Open hot Claude Code skills
Top Claude Code picks
Scores here mean shortlist fit: clearer install paths, stronger source evidence, and better scope fit rise above repos that are only popular.
Best Claude Code Skills list
| Rank | Skill | Shortlist fit | Stars | Freshness | Type |
|---|---|---|---|---|---|
| 01 |
Andrej Karpathy Skills
forrestchang/andrej-karpathy-skills
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface as...
|
80strong fit | 98,200 |
9d ago |
Skill |
| 02 |
caveman
JuliusBrussee/caveman
Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default...
|
80strong fit | 49,793 |
11d ago |
Skill |
| 03 |
humanizer
blader/humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "S...
|
80strong fit | 16,363 |
28d ago |
Skill |
| 04 |
swiftui-pro
twostraws/SwiftUI-Agent-Skill
Comprehensively reviews SwiftUI code for best practices on modern APIs, maintainability, and performance. Use when reading, writing, or reviewing SwiftUI projects.
|
80strong fit | 3,753 |
9d ago |
Skill |
| 05 |
gstack
garrytan/gstack
Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
|
78strong fit | 86,466 |
today |
Suite |
| 06 |
webgpu-threejs-tsl
dgreenheck/webgpu-claude-skill
Comprehensive guide for developing WebGPU-enabled Three.js applications using TSL (Three.js Shading Language). Covers WebGPU renderer setup, TSL syntax and node material...
|
76strong fit | 860 |
18d ago |
Skill |
| 07 |
dev-browser
SawyerHood/dev-browser
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browse...
|
72solid fit | 6,027 |
19d ago |
Skill |
| 08 |
Android Reverse Engineering & API Extraction — Claude Code skill
SimoneAvogadro/android-reverse-engineering-skill
Decompile Android APK, XAPK, JAR, and AAR files using jadx or Fernflower/Vineflower. Reverse engineer Android apps, extract HTTP API endpoints (Retrofit, OkHttp, Volley)...
|
72solid fit | 5,359 |
1d ago |
Skill |
| 09 |
qiaomu-anything-to-notebooklm
joeseesun/qiaomu-anything-to-notebooklm
多源内容智能处理器：支持微信公众号、网页、YouTube、播客（小宇宙/喜马拉雅）、PDF、Markdown等，自动上传到NotebookLM并生成播客/PPT/思维导图等多种格式。支持深度分析模式和飞书文档自动创建
|
72solid fit | 1,501 |
1d ago |
Skill |
| 10 |
codex
skills-directory/skill-codex
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing
|
72solid fit | 1,206 |
1d ago |
Skill |
| 11 |
Matt Pocock Skills
mattpocock/skills
Skills for Real Engineers. Straight from my .claude directory.
|
70solid fit | 40,993 |
today |
Collection |
| 12 |
claude-skills
Jeffallan/claude-skills
66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.
|
70solid fit | 8,651 |
today |
Collection |
| 13 |
skills
trailofbits/skills
Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows
|
70solid fit | 4,878 |
today |
Collection |
| 14 |
x-tweet-fetcher
ythx-101/x-tweet-fetcher
Fetch tweets, replies, and user timelines from X/Twitter without login or API keys. Also supports Chinese platforms (Weibo, Bilibili, CSDN, WeChat). Includes camofox_sea...
|
68solid fit | 798 |
25d ago |
Skill |
| 15 |
drawio-skill
Agents365-ai/drawio-skill
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows,...
|
68solid fit | 775 |
1d ago |
Skill |
| 16 |
youtube-to-ebook
zarazhangrui/youtube-to-ebook
Transform YouTube videos into beautifully formatted ebook articles with transcripts
|
68solid fit | 437 |
90d ago |
Skill |
| 17 |
model-hierarchy
zscole/model-hierarchy-skill
Cost-optimize AI agent operations by routing tasks to appropriate models based on complexity. Use this skill when: (1) deciding which model to use for a task, (2) spawni...
|
68solid fit | 339 |
71d ago |
Skill |
| 18 |
subtask
zippoxer/subtask
Parallel task orchestration CLI that dispatches work to AI workers (via Claude Code) in isolated git workspaces. Use when the user wants to draft, create, run, or manage...
|
68solid fit | 328 |
1d ago |
Skill |
| 19 |
paper-finder
bchao1/paper-finder
Finds and organizes ML, CV, NLP, and AI research papers based on textual descriptions and keywords. Searches across arxiv, Google Scholar, Semantic Scholar, and top venu...
|
68solid fit | 207 |
15d ago |
Skill |
| 20 |
writing-style-skill
jzOcb/writing-style-skill
可复用的写作风格 Skill 模板。内置自动学习： 从你的修改中自动提取规则，SKILL.md 越用越准。 Fork 后改成你自己的风格。
|
68solid fit | 202 |
35d ago |
Skill |
| 21 |
d3-viz
chrisvoncsefalvay/claude-d3js-skill
Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any...
|
68solid fit | 164 |
193d ago |
Skill |
| 22 |
solana-anchor-claude-skill
quiknode-labs/solana-anchor-claude-skill
Use when working on Solana software, including one or more of: Solana client code using TypeScript, Rust libraries that use Solana crates, Anchor programs, including Rus...
|
68solid fit | 76 |
9d ago |
Skill |
| 23 |
claude-code-skills
daymade/claude-code-skills
Professional Claude Code skills marketplace featuring production-ready skills for enhanced development workflows.
|
66edge fit | 950 |
today |
Collection |
| 24 |
claude-skills-marketplace
mhattingpete/claude-skills-marketplace
Claude Code Skills for software engineering workflows - Git automation, testing, and code review
|
58edge fit | 563 |
54d ago |
Collection |
01
Andrej Karpathy Skills
forrestchang/andrej-karpathy-skills
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcompl...
80strong fit
02
caveman
JuliusBrussee/caveman
Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supp...
80strong fit
03
humanizer
blader/humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-writ...
80strong fit
04
swiftui-pro
twostraws/SwiftUI-Agent-Skill
Comprehensively reviews SwiftUI code for best practices on modern APIs, maintainability, and performance. Use when reading, wri...
80strong fit
05
gstack
garrytan/gstack
Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc En...
78strong fit
06
webgpu-threejs-tsl
dgreenheck/webgpu-claude-skill
Comprehensive guide for developing WebGPU-enabled Three.js applications using TSL (Three.js Shading Language). Covers WebGPU re...
76strong fit
07
dev-browser
SawyerHood/dev-browser
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract w...
72solid fit
08
Android Reverse Engineering & API Extraction — Claude Code skill
SimoneAvogadro/android-reverse-engineering-skill
Decompile Android APK, XAPK, JAR, and AAR files using jadx or Fernflower/Vineflower. Reverse engineer Android apps, extract HTT...
72solid fit
09
qiaomu-anything-to-notebooklm
joeseesun/qiaomu-anything-to-notebooklm
多源内容智能处理器：支持微信公众号、网页、YouTube、播客（小宇宙/喜马拉雅）、PDF、Markdown等，自动上传到NotebookLM并生成播客/PPT/思维导图等多种格式。支持深度分析模式和飞书文档自动创建
72solid fit
10
codex
skills-directory/skill-codex
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, o...
72solid fit
11
Matt Pocock Skills
mattpocock/skills
Skills for Real Engineers. Straight from my .claude directory.
70solid fit
12
claude-skills
Jeffallan/claude-skills
66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.
70solid fit
13
skills
trailofbits/skills
Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows
70solid fit
14
x-tweet-fetcher
ythx-101/x-tweet-fetcher
Fetch tweets, replies, and user timelines from X/Twitter without login or API keys. Also supports Chinese platforms (Weibo, Bil...
68solid fit
15
drawio-skill
Agents365-ai/drawio-skill
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining syste...
68solid fit
16
youtube-to-ebook
zarazhangrui/youtube-to-ebook
Transform YouTube videos into beautifully formatted ebook articles with transcripts
68solid fit
17
model-hierarchy
zscole/model-hierarchy-skill
Cost-optimize AI agent operations by routing tasks to appropriate models based on complexity. Use this skill when: (1) deciding...
68solid fit
18
subtask
zippoxer/subtask
Parallel task orchestration CLI that dispatches work to AI workers (via Claude Code) in isolated git workspaces. Use when the u...
68solid fit
19
paper-finder
bchao1/paper-finder
Finds and organizes ML, CV, NLP, and AI research papers based on textual descriptions and keywords. Searches across arxiv, Goog...
68solid fit
20
writing-style-skill
jzOcb/writing-style-skill
可复用的写作风格 Skill 模板。内置自动学习： 从你的修改中自动提取规则，SKILL.md 越用越准。 Fork 后改成你自己的风格。
68solid fit
21
d3-viz
chrisvoncsefalvay/claude-d3js-skill
Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network di...
68solid fit
22
solana-anchor-claude-skill
quiknode-labs/solana-anchor-claude-skill
Use when working on Solana software, including one or more of: Solana client code using TypeScript, Rust libraries that use Sol...
68solid fit
23
claude-code-skills
daymade/claude-code-skills
Professional Claude Code skills marketplace featuring production-ready skills for enhanced development workflows.
66edge fit
24
claude-skills-marketplace
mhattingpete/claude-skills-marketplace
Claude Code Skills for software engineering workflows - Git automation, testing, and code review
58edge fit
How this page is generated
AIBestSkill builds this channel from data/public/skills.json. Objects appear here only after passing the current indexable rules for source quality, install evidence, and skill-like scope.