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.

  • Knowledge534 stars

    (Chinese Only)Everything I know: DevOps & CloudNative, Linux, Embedded, Homelab, Music, Blockchain, AI, etc...

    Trust 80Quality 76devops
  • Rust Bert3.1K stars

    Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

    Trust 84Quality 86ml-automation
  • 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

Codex, Claude Code, Cursor

Coding agent skills

Code review, repo inspection, testing, planning, shipping, and engineering workflows for coding 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
  • Engineering Figure Agent242 stars

    Engineering Figure Banana is a Codex skill for generating publication-style engineering and computer science…

    Trust 78Quality 72development

Documents and knowledge

Research and RAG skills

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

  • DeepKE4.4K stars

    [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

    Trust 79Quality 75rag-knowledge
  • LightRAG37K stars

    [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

    Trust 88Quality 100rag-knowledge
  • MemoryOS1.5K stars

    [EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.

    Trust 86Quality 91data

Markets and quant

Finance and trading skills

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

  • FinNLP1.5K stars

    Democratizing Internet-scale financial data.

    Trust 78Quality 66finance

Crawlers and extraction

Web scraping skills

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

  • Fundus461 stars

    A very simple news crawler with a funny name

    Trust 75Quality 75web-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
  • Wink Nlp1.4K stars

    Developer friendly Natural Language Processing ✨

    Trust 85Quality 91support-automation

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
  • Baocut284 stars

    Open-source Agent Skill that drives the BaoCut macOS app CLI (transcribe · subtitle · translate · cut) from C…

    Trust 81Quality 91design-creative

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
  • FireRedASR1.9K stars

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

    Trust 86Quality 88media-automation
  • AlphaTree Graphic Deep Neural Network3.0K stars

    AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（…

    Trust 83Quality 89ml-automation

Analysis and pipelines

Data and analytics skills

Data analysis, analytics, ETL, notebooks, databases, tables, charts, and reporting workflows.

  • Annotated Transformer7.3K stars

    An annotated implementation of the Transformer paper.

    Trust 79Quality 73data-analysis
  • Hands On Nltk Tutorial571 stars

    The hands-on NLTK tutorial for NLP in Python

    Trust 77Quality 73data-analysis
  • Vlms Zero To Hero1.2K stars

    This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge o…

    Trust 81Quality 65robotics-iot

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

200

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

200 quality187 maintained

Research

Research and knowledge work

100

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

100 quality78 maintained

Presentation

Presentation and deck workflows

1

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

1 quality1 maintained

Finance

Finance and quant workflows

14

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

14 quality13 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

83

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

83 quality61 maintained

Data

Data, BI, and analytics

37

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

37 quality33 maintained

Legal

Legal, policy, and compliance

12

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

12 quality12 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 452 ranked candidates matching "chinese-nlp"

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

1

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
2

ML NLP

VERIFIEDEXCELLENT · 91TRUST · 84SAFE · REVIEWEDDESIGN

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

$ npx skills add NLP-LOVE/ML-NLP
17.7K stars66 quality84 trustReviewed7mo 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by NLP-LOVEDetailsQuick view
3

NLP Progress

VERIFIEDSTRONG · 80TRUST · 81SAFE · REVIEWEDDESIGN

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

$ npx skills add sebastianruder/NLP-progress
23.0K stars59 quality81 trustReviewed with permission notes2y 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by sebastianruderDetailsQuick view
4

Nlp Xiaojiang

VERIFIEDSTRONG · 72TRUST · 78SAFE · REVIEWEDRESEARCH

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augmen…

$ npx skills add yongzhuo/nlp_xiaojiang
1.5K stars49 quality78 trustReviewed with permission notes5y 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

pythonchatbot
by yongzhuoDetailsQuick view
5

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
6

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
7

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
8

Linly

VERIFIEDPROMISING · 64TRUST · 76SAFE · EXPERIMENTALCODING

Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集

$ npx skills add CVI-SZU/Linly
3.0K stars51 quality76 trustExperimentalOpenAI Agents2y 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 Coding agents

OpenAI Agents + CLI · 4 targets

pythonchatbot
by CVI-SZUDetailsQuick view
9

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
10

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
11

Course Nlp

VERIFIEDPROMISING · 65TRUST · 75SAFE · EXPERIMENTALCODING

A Code-First Introduction to NLP course

$ npx skills add fastai/course-nlp
3.5K 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 GitHub automation

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by fastaiDetailsQuick view
12

Nlp Roadmap

VERIFIEDSTRONG · 70TRUST · 80SAFE · REVIEWEDCODING

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

$ npx skills add graykode/nlp-roadmap
3.3K stars51 quality80 trustReviewed with permission notes7y 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 GitHub automation

CLI + Codex · 4 targets

machine-learning
by graykodeDetailsQuick view
13

EasyNLP

VERIFIEDPROMISING · 68TRUST · 80SAFE · REVIEWEDDESIGN

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

$ npx skills add alibaba/EasyNLP
2.2K stars50 quality80 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by alibabaDetailsQuick view
14

Graph4nlp

VERIFIEDPROMISING · 67TRUST · 79SAFE · REVIEWEDCODING

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learn…

$ npx skills add graph4ai/graph4nlp
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

pythonmachine-learning
by graph4aiDetailsQuick view
15

Eda Nlp

VERIFIEDPROMISING · 62TRUST · 75SAFE · EXPERIMENTALRESEARCH

Data augmentation for NLP, presented at EMNLP 2019

$ npx skills add jasonwei20/eda_nlp
1.7K stars49 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

pythonembeddings
by jasonwei20DetailsQuick view
16

Awesome Japanese Nlp Resources

STRONG · 78TRUST · 80SAFE · REVIEWEDRESEARCH

A curated list of resources dedicated to Python libraries, LLMs, dictionaries, and corpora of NLP for Japanese. Includes a Claude Code plugin with skills to search resou…

$ npx skills add taishi-i/awesome-japanese-nlp-resources
977 stars55 quality80 trustReviewedClaude Code2mo since pushSafe to try
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Research agents

Claude Code + CLI · 4 targets

ai-agents
by taishi-iDetailsQuick 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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