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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.

  • Rust Bert3.1K stars

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

    Trust 84Quality 86ml-automation
  • Swift Markdownkit209 stars

    A framework for parsing and transforming text in Markdown format written in Swift 6 for macOS, iOS, and Linux…

    Trust 78Quality 77document-processing
  • Hcls Agent Skills10 stars

    Agent skills for healthcare and life sciences: genomics, imaging, claims, drug discovery, and more. Works wit…

    Trust 76Quality 62research

Codex, Claude Code, Cursor

Coding agent skills

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

  • Speaker261 stars

    Speaker is a Codex skill project for academic presentations: read real.pptx, combine text extraction, PPTX st…

    Trust 74Quality 73development
  • Research Paper Writing Skills3.8K stars

    Skill package for ML/CV/NLP paper writing, curated and adapted from Prof. Peng Sida's open notes for Codex, C…

    Trust 86Quality 95development
  • Awesome Japanese Nlp Resources977 stars

    A curated list of resources dedicated to Python libraries, LLMs, dictionaries, and corpora of NLP for Japanes…

    Trust 80Quality 78agent-skills

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
  • Loong154 stars

    [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

    Trust 74Quality 55rag-knowledge
  • LightRAG37K stars

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

    Trust 88Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • Solana Streamer176 stars

    Rust Solana DEX event streaming SDK over sol-parser-sdk with Yellowstone gRPC, Jito ShredStream, RPC parsing,…

    Trust 80Quality 74finance
  • FinNLP1.5K stars

    Democratizing Internet-scale financial data.

    Trust 78Quality 66finance
  • FinSight220 stars

    [ACL 2026 Main] FinSight: Towards Real-World Financial Deep Research. 🎯One ticker, one click, one publicatio…

    Trust 77Quality 69coding-agents

Crawlers and extraction

Web scraping skills

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

  • Stealth Requests479 stars

    Undetected web-scraping & seamless HTML parsing in Python!

    Trust 73Quality 72web-automation
  • Fundus461 stars

    A very simple news crawler with a funny name

    Trust 75Quality 75web-automation
  • Skrape.It873 stars

    A Kotlin-based testing/scraping/parsing library providing the ability to analyze and extract data from HTML (…

    Trust 79Quality 81testing-qa

Slides and decks

PPT and presentation skills

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

  • GNN4NLP Papers902 stars

    A list of recent papers about Graph Neural Network methods applied in NLP areas.

    Trust 72Quality 50rag-knowledge

Images, video, UI

Design and creative skills

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

  • 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
  • Awesome Project Ideas9.1K stars

    Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

    Trust 81Quality 74ml-automation
  • Kashgari2.4K stars

    Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and…

    Trust 82Quality 68ml-automation

Analysis and pipelines

Data and analytics skills

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

  • Ethereum Etl Airflow440 stars

    Airflow DAGs for exporting, loading, and parsing the Ethereum blockchain data. How to get any Ethereum smart…

    Trust 73Quality 51data-analysis
  • 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

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

198

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

197 quality185 maintained

Research

Research and knowledge work

111

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

107 quality86 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

15

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

15 quality14 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

71

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

70 quality53 maintained

Data

Data, BI, and analytics

40

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

40 quality35 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

2

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

2 quality2 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 451 ranked candidates matching "nlp-parsing"

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

1

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
2

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
3

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
4

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
5

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
6

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
7

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
8

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
9

Self Correction Human Parsing

VERIFIEDPROMISING · 65TRUST · 80SAFE · REVIEWEDCODING

An out-of-box human parsing representation extractor.

$ npx skills add GoGoDuck912/Self-Correction-Human-Parsing
1.2K stars48 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 GitHub automation

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by GoGoDuck912DetailsQuick view
10

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
11

NLP Pytorch Project

NEEDS REVIEW · 43TRUST · 68SAFE · BLOCKEDRESEARCH

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

$ npx skills add shawroad/NLP_pytorch_project
569 stars38 quality68 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 RAG and knowledge

CLI + Codex · 4 targets

pythonchatbot
by shawroadDetailsQuick view
12

Stanza

VERIFIEDEXCELLENT · 96TRUST · 85SAFE · REVIEWEDDESIGN

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

$ npx skills add stanfordnlp/stanza
7.8K stars69 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: 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

pythonmachine-learning
by stanfordnlpDetailsQuick view
13

Nlp.Js

VERIFIEDSTRONG · 73TRUST · 83SAFE · REVIEWEDRESEARCH

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

$ npx skills add axa-group/nlp.js
6.6K stars53 quality83 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 Research agents

CLI + Codex · 4 targets

javascriptchatbot
by axa-groupDetailsQuick view
14

Wink Nlp

VERIFIEDEXCELLENT · 91TRUST · 85SAFE · REVIEWEDCODING

Developer friendly Natural Language Processing ✨

$ npx skills add winkjs/wink-nlp
1.4K stars61 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 Coding agents

CLI + Codex · 4 targets

javascriptchatbot
by winkjsDetailsQuick view
15

Flair

VERIFIEDEXCELLENT · 86TRUST · 82SAFE · REVIEWEDDESIGN

A very simple framework for state-of-the-art Natural Language Processing (NLP)

$ npx skills add flairNLP/flair
14.4K stars61 quality82 trustReviewed with permission notes9mo since pushNeeds review
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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by flairNLPDetailsQuick view
16

Aws Machine Learning University Accelerated Nlp

VERIFIEDPROMISING · 63TRUST · 76SAFE · EXPERIMENTALDESIGN

Machine Learning University: Accelerated Natural Language Processing Class

$ npx skills add aws-samples/aws-machine-learning-university-accelerated-nlp
2.4K stars50 quality76 trustExperimental2y 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by aws-samplesDetailsQuick 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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