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.

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.

Codex, Claude Code, Cursor

Coding agent skills

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

  • Persistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plan…

    Trust 91Quality 100agent-skills
  • Official Agent Skills for coding agents, research, workflow orchestration, docs, ops, and skill authoring.

    Trust 81Quality 100Agent Skills
  • Open Design76K stars

    🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design…

    Trust 94Quality 100agent-skills

Documents and knowledge

Research and RAG skills

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

  • Markitdown156K stars

    Python tool for converting files and office documents to Markdown.

    Trust 90Quality 100document-processing
  • Quarkdown16K stars

    🪐 Markdown with superpowers: from ideas to papers, presentations, websites, books, and knowledge bases.

    Trust 93Quality 100document-processing
  • Logseq44K stars

    A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://githu…

    Trust 92Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • Stock analysis skill for market research and financial reasoning workflows.

    Trust 78Quality 100Finance
  • Nlp Papers135 stars

    NLP papers applicable to financial markets

    Trust 67Quality 42finance
  • OpenBB46K stars

    Open-source investment research platform for financial analysis agents.

    Trust 78Quality 100Finance

Crawlers and extraction

Web scraping skills

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

  • Firecrawl139K stars

    The API to search, scrape, and interact with the web at scale. 🔥

    Trust 91Quality 100agent-frameworks
  • Fundus461 stars

    A very simple news crawler with a funny name

    Trust 78Quality 84web-automation
  • Maxun16K stars

    🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites…

    Trust 93Quality 100web-automation

Slides and decks

PPT and presentation skills

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

  • Ppt Master37K stars

    AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced…

    Trust 93Quality 100agent-frameworks
  • AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts,…

    Trust 92Quality 100agent-skills
  • Slidev47K stars

    Presentation Slides for Developers

    Trust 90Quality 100document-processing

Images, video, UI

Design and creative skills

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

  • Direct the model. Do not micro-manage the frame.

    Trust 80Quality 100Creative
  • Diffusers34K stars

    🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

    Trust 94Quality 100media-automation
  • Pixelle Video23K stars

    🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine

    Trust 92Quality 100media-automation

Analysis and pipelines

Data and analytics skills

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

  • Dataease24K stars

    🔥 人人可用的开源 BI 工具,数据可视化神器。An open-source BI tool alternative to Tableau.

    Trust 92Quality 100data-analysis
  • Chartdb22K stars

    Database diagrams editor that allows you to visualize and design your DB with a single query.

    Trust 92Quality 100data-analysis
  • Airflow46K stars

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    Trust 94Quality 100data-analysis

SEO and content

Marketing and growth skills

SEO, content research, growth workflows, social listening, campaign analysis, and publishing helpers.

  • 120 marketing skills for SEO/GEO, influencer, paid ads, email, launch, organic social, and brand narrative ag…

    Trust 81Quality 100Marketing
  • Umami37K stars

    Umami is a modern, privacy-focused analytics platform. An open-source alternative to Google Analytics, Mixpan…

    Trust 94Quality 100growth-marketing
  • Analytics27K stars

    Open source, privacy-first web analytics. Lightweight, cookie-free Google Analytics alternative. Self-hosted…

    Trust 93Quality 100growth-marketing

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

512

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

500 quality467 maintained

Research

Research and knowledge work

144

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

136 quality112 maintained

Presentation

Presentation and deck workflows

8

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

8 quality8 maintained

Finance

Finance and quant workflows

31

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

28 quality26 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

23

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

23 quality20 maintained

Data

Data, BI, and analytics

81

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

81 quality79 maintained

Legal

Legal, policy, and compliance

27

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

27 quality27 maintained

Education

Education and tutoring

1

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

1 quality1 maintained

World Cup

Football and World Cup analytics

1

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

1 quality1 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

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 821 ranked candidates matching "nlp"

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

1

Nlp

NEEDS REVIEW · 53TRUST · 72SAFE · EXPERIMENTALCODING

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

$ npx skills add james-bowman/nlp
475 stars37 quality72 trustExperimentalClaude Code5y 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 Coding agents

Claude Code + CLI · 4 targets

gomachine-learning
by james-bowmanDetailsQuick view
2

ML NLP

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

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 quality87 trustReviewedClaude Code6mo 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

Claude Code + CLI · 4 targets

jupyter-notebookmachine-learning
by NLP-LOVEDetailsQuick view
3

Book Nlp

NEEDS REVIEW · 46TRUST · 69SAFE · EXPERIMENTALRESEARCH

Natural language processing pipeline for book-length documents (archival Java version; for current Python version, see: https://github.com/booknlp/booknlp)

$ npx skills add dbamman/book-nlp
317 stars36 quality69 trustExperimentalClaude Code4y 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: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Document processing

Claude Code + CLI · 4 targets

javanlp
by dbammanDetailsQuick view
4

Course Nlp

VERIFIEDSTRONG · 71TRUST · 77SAFE · EXPERIMENTALCODING

A Code-First Introduction to NLP course

$ npx skills add fastai/course-nlp
3.5K stars51 quality77 trustExperimentalClaude Code3y 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: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents

Claude Code + CLI · 4 targets

jupyter-notebookmachine-learning
by fastaiDetailsQuick view
5

Awesome Chinese Medical NLP

VERIFIEDSTRONG · 70TRUST · 77SAFE · 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 quality77 trustExperimentalClaude Code2y 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: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario RAG and knowledge

Claude Code + CLI · 4 targets

knowledge-graph
by GanjinZeroDetailsQuick view
6

EasyNLP

VERIFIEDSTRONG · 74TRUST · 82SAFE · REVIEWEDCODING

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

$ npx skills add alibaba/EasyNLP
2.2K stars50 quality82 trustReviewed with permission notesClaude Code2y 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 Coding agents

Claude Code + CLI · 4 targets

pythonmachine-learning
by alibabaDetailsQuick view
7

Graph4nlp

VERIFIEDSTRONG · 73TRUST · 81SAFE · EXPERIMENTALCODING

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 quality81 trustExperimentalClaude Code2y 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 Coding agents

Claude Code + CLI · 4 targets

pythonmachine-learning
by graph4aiDetailsQuick view
8

Eda Nlp

VERIFIEDPROMISING · 68TRUST · 77SAFE · EXPERIMENTALRESEARCH

Data augmentation for NLP, presented at EMNLP 2019

$ npx skills add jasonwei20/eda_nlp
1.7K stars49 quality77 trustExperimentalClaude Code3y 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

Claude Code + CLI · 4 targets

pythonembeddings
by jasonwei20DetailsQuick view
9

Wink Nlp

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · VERIFIEDCODING

Developer friendly Natural Language Processing ✨

$ npx skills add winkjs/wink-nlp
1.4K stars64 quality87 trustVerifiedClaude Code1mo 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/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Coding agents

Claude Code + CLI · 4 targets

javascriptchatbot
by winkjsDetailsQuick view
10

Aws Machine Learning University Accelerated Nlp

VERIFIEDPROMISING · 69TRUST · 78SAFE · EXPERIMENTALCODING

Machine Learning University: Accelerated Natural Language Processing Class

$ npx skills add aws-samples/aws-machine-learning-university-accelerated-nlp
2.4K stars50 quality78 trustExperimentalClaude Code2y 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

Claude Code + CLI · 4 targets

jupyter-notebookmachine-learning
by aws-samplesDetailsQuick view
11

FinNLP

VERIFIEDSTRONG · 72TRUST · 80SAFE · EXPERIMENTALCODING

Democratizing Internet-scale financial data.

$ npx skills add AI4Finance-Foundation/FinNLP
1.5K stars49 quality80 trustExperimentalClaude Code2y 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 GitHub automation

Claude Code + CLI · 4 targets

jupyter-notebookfinancial-data
by AI4Finance-FoundationDetailsQuick view
12

NLP Progress

VERIFIEDEXCELLENT · 86TRUST · 86SAFE · REVIEWEDCODING

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 quality86 trustReviewed with permission notesClaude Code2y since pushNeeds review
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.Check: Repository looks stale
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

Claude Code + CLI · 4 targets

pythonmachine-learning
by sebastianruderDetailsQuick view
13

Nlp Roadmap

VERIFIEDSTRONG · 76TRUST · 82SAFE · REVIEWEDCODING

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

$ npx skills add graykode/nlp-roadmap
3.3K stars51 quality82 trustReviewed with permission notesClaude Code7y 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 Coding agents

Claude Code + CLI · 4 targets

machine-learning
by graykodeDetailsQuick view
14

Awesome Japanese Nlp Resources

EXCELLENT · 87TRUST · 84SAFE · REVIEWEDCODING

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 quality84 trustReviewedClaude Code24d 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: Quality score needs review
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

Claude Code + CLI · 4 targets

ai-agents
by taishi-iDetailsQuick view
15

Nlp Papers With Arxiv

NEEDS REVIEW · 53TRUST · 71SAFE · EXPERIMENTALRESEARCH

Statistics and accepted paper list of NLP conferences with arXiv link

$ npx skills add roomylee/nlp-papers-with-arxiv
424 stars37 quality71 trustExperimentalClaude Code5y 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 RAG and knowledge

Claude Code + CLI · 4 targets

jupyter-notebookresearch
by roomyleeDetailsQuick view
16

Nlp Fundamentals

NEEDS REVIEW · 52TRUST · 70SAFE · EXPERIMENTALCODING

📘 Contains a series of hands-on notebooks for learning the fundamentals of NLP

$ npx skills add dair-ai/nlp_fundamentals
370 stars37 quality70 trustExperimentalClaude Code6y 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 Coding agents

Claude Code + CLI · 4 targets

jupyter-notebookeducation
by dair-aiDetailsQuick 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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