Star200+

AI Agent Skill Repository

AI Agent Skills Directory

Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.

Finance Stock analysisQuant Trading researchSlides PPT generationDocs PDF parsingExtract Web scraping
16
Shown
10
Tracks
48
Targets
Resolve APITask in, selected skill and install plan out.Skills APIMachine-readable shortlist with trust and safety signals.llms.txtA crawler-friendly entry point for agent surfaces.

Browse by scenario

Real skills, grouped by the work your agent needs to finish.

Each directory entry links to real skill pages with GitHub adoption, trust score, install handoff, risk notes, and agent-readable metadata. Use these as starting points when you want a shortlist before asking an agent to install anything.

Design to deployment

Frontend and UI skills

Design direction, Figma implementation, UI review, React performance, browser QA, and safe preview deployments.

  • Frontend Design166K stars

    Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product…

    Trust 88Quality 100design-creative
  • Dokploy36K stars

    Open Source Alternative to Vercel, Netlify and Heroku.

    Trust 85Quality 100devops
  • OpenCodeChineseTranslation382 stars

    🚀 OpenCode 汉化发行版 | ⚡️ 每日自动同步官方最新版 | 全自动构建三端安装包 (Win/Mac/Linux) | 您的 OpenCode 中文版首选下载站

    Trust 77Quality 67coding-agents

Codex, Claude Code, Cursor

Coding agent skills

Code review, repo inspection, testing, planning, shipping, and engineering workflows for coding agents.

  • Code Review169K stars

    Review a diff separately for code standards and spec compliance.

    Trust 91Quality 100coding-agents
  • Patina170 stars

    Detects and rewrites AI writing patterns in Korean, English, Chinese, and Japanese. Runs as a skill for Claud…

    Trust 75Quality 70development
  • Shuorenhua454 stars

    说人话｜中文优先的去 AI 味改写 skill：保事实、分场景、改完可直接发。Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT…

    Trust 78Quality 75coding-agents

Documents and knowledge

Research and RAG skills

Research, recent-events briefings, PDF parsing, markdown conversion, RAG ingestion, and knowledge workflows.

  • 1477 stars

    無許諾配信 企業理念剽窃 動物の森収益化 大神ミオ権利者削除 戌神権利侵害発言 常闇トワ炎上 夜空メルストーカー被害 建築王サポーター放置 赤十字マーク 魔乃アロエ卒業 一つの中國支持声明 大空昴3Dライブ 無限延期清…

    Trust 67Quality 48document-processing
  • EasyOCR30K stars

    Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabi…

    Trust 87Quality 94document-processing
  • Chinese Copywriting Guidelines15K stars

    Chinese copywriting guidelines for better written communication／中文文案排版指北

    Trust 82Quality 78document-processing

Markets and quant

Finance and trading skills

Stock analysis, market research, quant backtesting, financial data, and investment research skills.

  • PyPortfolioOpt5.8K stars

    Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarch…

    Trust 89Quality 100finance
  • TuChart802 stars

    Tuchart is a visualization interface for the Chinese stock market. Tuchart supports candlestick charts, price…

    Trust 73Quality 55finance
  • Zipline Chinese687 stars

    zipline 是开源量化平台，但是当前zipline 并不支持A股的测试，很多在线平台如优矿，聚宽等都是基于zipline，本项目改进zipline，使得zipline支持A股测试

    Trust 73Quality 49finance

Crawlers and extraction

Web scraping skills

Crawling, scraping, extraction, browser automation, structured data capture, and website-to-markdown workflows.

  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation
  • Weibo Analyst840 stars

    Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计;…

    Trust 73Quality 50web-automation
  • WeChat Article Exporter12K stars

    微信公众号文章批量下载工具，支持导出阅读量与评论数据。无需搭建环境，支持在线使用、Docker 私有化部署和 Cloudflare 部署。支持多种格式导出，HTML 格式可100%还原文章排版与样式。

    Trust 85Quality 100chinese

Slides and decks

PPT and presentation skills

Presentation generation, editable PPTX, slide decks, speaker notes, and visual storytelling workflows.

  • Competition Ppt Template First Skill12 stars

    Template-first Agent Skill for premium competition and defense PPTs with real evidence and editable PPTX laye…

    Trust 74Quality 62presentation
  • Animation Vocabulary17K stars

    Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact ter…

    Trust 91Quality 100design-creative
  • Kill Ai Slop786 stars

    A field guide to the visual & copy tics of AI-generated products — and an Agent Skill that scans your project…

    Trust 87Quality 95design-creative

Prompts, B-roll, explainers

Video creation skills

Video-generation prompts, B-roll, Vox-style explainers, camera direction, captions, and creative-production workflows.

  • Seedance Prompt Skill2.2K stars

    Seedance 2.0 prompt skill，使用该Skill生成Seedance 2.0 视频提示词

    Trust 82Quality 85media
  • Vox Director486 stars

    Turn one topic into a finished Vox-style paper-collage explainer/ad video — automated end to end on Atlas Clo…

    Trust 85Quality 95utility
  • Hyperframes Motion Director113 stars

    Agent Skill for Chinese-first HyperFrames motion-video production from articles, products, websites, and READ…

    Trust 81Quality 71media

Images, video, UI

Design and creative skills

Image, video, creative production, UI design, multimodal generation, and visual workflow skills.

  • Ian Xiaohei Scenes347 stars

    Xiaohei 2.0 Codex Skill for Chinese real-object article illustrations and long-scroll story images

    Trust 78Quality 71media-automation
  • Book Video Factory51 stars

    Portable Codex skill for auditable, rights-aware Chinese book-review short-video workflows.

    Trust 77Quality 69design-creative
  • FireRedASR1.9K stars

    Open-source industrial-grade ASR models supporting Mandarin, Chinese dialects and English, achieving a new SO…

    Trust 86Quality 88media-automation

Popular directories

AI agent skills libraryA real library of reusable skills with trust, audit, install, and agent metadata.Open source AI agent skillsOpen-source skill candidates filtered by task fit, GitHub quality, and install safety.Best Codex skillsRepo inspection, code review, testing, web data, and safe install workflows for Codex.Best AI agent skills for stock analysisFinance and market research skills with trust, install, and maintenance signals.Best Codex skills for web scrapingCrawler and extraction skills that agents can shortlist before installing.Best Claude Code skills for PDF parsingDocument conversion, table extraction, OCR, and markdown workflows.Best AI agent skills for football analyticsMatch data, scouting, dashboards, and World Cup analytics workflows.OpenAgentSkill vs skills.shCompare task resolution, trust signals, install handoffs, and registry APIs.OpenAgentSkill vs agentskills.ioCompare directories, agent-readable metadata, audits, and discovery workflows.

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

211

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

203 quality187 maintained

Research

Research and knowledge work

87

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

82 quality72 maintained

Presentation

Presentation and deck workflows

2

PPTX generation, HTML slides, pitch decks, speaker notes, and presentation workflow skills.

2 quality2 maintained

Finance

Finance and quant workflows

19

Market data, SEC filings, portfolio analysis, quant research, backtesting, and risk workflows.

18 quality15 maintained

Marketing

Marketing and growth automation

10

SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows.

10 quality10 maintained

Design

Design and creative production

67

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

65 quality60 maintained

Data

Data, BI, and analytics

32

CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.

31 quality31 maintained

Legal

Legal, policy, and compliance

10

Contract analysis, privacy, policy review, compliance checks, governance, and document risk review.

10 quality10 maintained

Education

Education and tutoring

5

Tutoring, course generation, quizzes, learning analytics, classrooms, and teaching workflows.

5 quality5 maintained

World Cup

Football and World Cup analytics

3

Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics.

3 quality3 maintained

High-intent entry points

Start from the task, not a keyword list.

These shortcuts use the same trust, supply, and relevance signals as the registry API, so humans and agents land on a useful shortlist faster.

Agent-readable index
FinanceStock analysisQuantTrading researchSlidesPPT generationDocsPDF parsingExtractWeb scrapingCreativeDesign workflowSportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 429 ranked candidates matching "classical-chinese"

Best blend of quality, stars, freshness, and agent usage

1

Chinese Copywriting Guidelines

VERIFIEDSTRONG · 78TRUST · 82SAFE · REVIEWEDRESEARCH

Chinese copywriting guidelines for better written communication／中文文案排版指北

$ npx skills add sparanoid/chinese-copywriting-guidelines
15.5K stars58 quality82 trustReviewed with permission notes1y since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing

CLI + Codex · 4 targets

markdown
by sparanoidDetailsQuick view
2

OpenClawChineseTranslation

VERIFIEDEXCELLENT · 96TRUST · 82SAFE · REVIEWEDCODING

🦞 OpenClaw (Clawdbot/Moltbot) 汉化版 - 开源个人 AI 助手中文版 | Claude/ChatGPT LLM 接入 | WhatsApp/Telegram/Discord 多平台 | 每小时自动同步 | CLI + Dashboard 全中文 | 全流程搭建教程，以及排错指南！

$ npx skills add 1186258278/OpenClawChineseTranslation
3.8K stars67 quality82 trustReviewed with permission notesClaude Code + OpenAI Agents1d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

Claude Code + OpenAI Agents · 4 targets

javascriptai-agents
by 1186258278DetailsQuick view
3

Chinese Word Vectors

VERIFIEDSTRONG · 77TRUST · 80SAFE · REVIEWEDRESEARCH

100+ Chinese Word Vectors 上百种预训练中文词向量

$ npx skills add Embedding/Chinese-Word-Vectors
12.2K stars57 quality80 trustReviewed with permission notes3y since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge

CLI + Codex · 4 targets

pythonembeddings
by EmbeddingDetailsQuick view
4

Chineseocr

VERIFIEDSTRONG · 72TRUST · 79SAFE · EXPERIMENTALRESEARCH

yolo3+ocr

$ npx skills add chineseocr/chineseocr
6.1K stars53 quality79 trustExperimental4y since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Document processing

CLI + Codex · 4 targets

pythonocr
by chineseocrDetailsQuick view
5

Chinese Calendar

VERIFIEDEXCELLENT · 94TRUST · 85SAFE · REVIEWEDCODING

判断一天是不是法定节假日/法定工作日（查看节假日安排）

$ npx skills add liriansu-opus/chinese-calendar
1.4K stars64 quality85 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

pythoncalendar
by liriansu-opusDetailsQuick view
6

Chinese Chatbot PyTorch Implementation

NEEDS REVIEW · 50TRUST · 73SAFE · EXPERIMENTALCODING

:four_leaf_clover: Another Chinese chatbot implemented in PyTorch, which is the sub-module of intelligent work order processing robot. 👩‍🔧

$ npx skills add Doragd/Chinese-Chatbot-PyTorch-Implementation
917 stars39 quality73 trustExperimental2y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonchatbot
by DoragdDetailsQuick view
7

Chinese Text Normalization

NEEDS REVIEW · 49TRUST · 71SAFE · EXPERIMENTALDESIGN

Chinese text normalization for speech processing

$ npx skills add speechio/chinese_text_normalization
732 stars39 quality71 trustExperimental3y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonspeech
by speechioDetailsQuick view
8

Zipline Chinese

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALFINANCE

zipline 是开源量化平台，但是当前zipline 并不支持A股的测试，很多在线平台如优矿，聚宽等都是基于zipline，本项目改进zipline，使得zipline支持A股测试

$ npx skills add zhanghan1990/zipline-chinese
687 stars39 quality73 trustExperimental9y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Finance and quant

CLI + Codex · 4 targets

pythonmarket-data
by zhanghan1990DetailsQuick view
9

Cornucopia LLaMA Fin Chinese

NEEDS REVIEW · 48TRUST · 73SAFE · EXPERIMENTALFINANCE

聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)

$ npx skills add jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese
659 stars38 quality73 trustExperimental3y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Finance and quant

CLI + Codex · 4 targets

pythonfinance
by jerry1993-techDetailsQuick view
10

ChineseAddress OCR

NEEDS REVIEW · 41TRUST · 67SAFE · BLOCKEDRESEARCH

Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。

$ npx skills add Walleclipse/ChineseAddress_OCR
349 stars37 quality67 trustBlocked for auto-install7y since pushRisky
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Document processing

CLI + Codex · 4 targets

pythonocr
by WalleclipseDetailsQuick view
11

Chinese FastSpeech2

NEEDS REVIEW · 40TRUST · 65SAFE · BLOCKEDDESIGN

基于标贝数据继续训练，同时对原本的FastSpeech2模型做了改进，引入了韵律表征以及韵律预测模块，使中文发音更生动且富有节奏

$ npx skills add Executedone/Chinese-FastSpeech2
282 stars36 quality65 trustBlocked for auto-install3y since pushRisky
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonvoice
by ExecutedoneDetailsQuick view
12

Chineseocr Lite

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

$ npx skills add DayBreak-u/chineseocr_lite
12.3K stars69 quality90 trustReviewed3mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Document processing

CLI + Codex · 4 targets

c++ocr
by DayBreak-uDetailsQuick view
13

Chinese Llm Benchmark

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDCODING

非线智能 NoneLinear - ReLE评测：中文AI大模型能力评测（持续更新）：目前已囊括374个大模型，覆盖chatgpt、gpt-5.4、谷歌gemini-3.1-pro、Claude-4.6、文心ERNIE-X1.1、ERNIE-5.0、qwen3.6-max、qwen3.6-plus、百川、讯飞星火、商汤senseChat…

$ npx skills add jeinlee1991/chinese-llm-benchmark
6.2K stars68 quality85 trustReviewedClaude Code + OpenAI Agents2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

Claude Code + OpenAI Agents · 4 targets

llm
by jeinlee1991DetailsQuick view
14

Awesome Chinese Medical NLP

VERIFIEDPROMISING · 64TRUST · 75SAFE · EXPERIMENTALRESEARCH

中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

$ npx skills add GanjinZero/awesome_Chinese_medical_NLP
2.6K stars51 quality75 trustExperimental3y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario RAG and knowledge

CLI + Codex · 4 targets

knowledge-graph
by GanjinZeroDetailsQuick view
15

CRNN Chinese Characters Rec

VERIFIEDPROMISING · 62TRUST · 75SAFE · EXPERIMENTALRESEARCH

(CRNN) Chinese Characters Recognition.

$ npx skills add Sierkinhane/CRNN_Chinese_Characters_Rec
1.9K stars50 quality75 trustExperimental4y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Document processing

CLI + Codex · 4 targets

pythonocr
by SierkinhaneDetailsQuick view
16

ChatLM Mini Chinese

VERIFIEDPROMISING · 67TRUST · 79SAFE · REVIEWEDCODING

中文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调，给出三元组信息抽取微调示例。

$ npx skills add charent/ChatLM-mini-Chinese
1.7K stars49 quality79 trustReviewed with permission notes2y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonchatbot
by charentDetailsQuick view

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Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

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