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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.

  • Cuber Gem714 stars

    An automation tool that simplify the deployment of your apps on Kubernetes.

    Trust 76Quality 74devops
  • Rust Bert3.1K stars

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

    Trust 84Quality 86ml-automation
  • Pynlpl476 stars

    PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various m…

    Trust 70Quality 53ml-automation

Codex, Claude Code, Cursor

Coding agent skills

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

  • 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
  • SkillNet1.0K stars

    Create, Evaluate, and Connect AI Skills

    Trust 85Quality 93agent-frameworks

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.

  • FinNLP1.5K stars

    Democratizing Internet-scale financial data.

    Trust 78Quality 66finance
  • FinancialDatasets502 stars

    SmoothNLP 金融文本数据集(公开) Public Financial Datasets for NLP Researches Only

    Trust 68Quality 42finance
  • 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.

  • Fundus461 stars

    A very simple news crawler with a funny name

    Trust 75Quality 75web-automation
  • NLP Cube562 stars

    Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Taggin…

    Trust 75Quality 48rag-knowledge
  • Wink Nlp1.4K stars

    Developer friendly Natural Language Processing ✨

    Trust 85Quality 91support-automation

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

Prompts, B-roll, explainers

Video creation skills

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

  • XCube541 stars

    [CVPR 2024 Highlight] XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies

    Trust 77Quality 71robotics-iot

Images, video, UI

Design and creative skills

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

  • MagicBrush411 stars

    [NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

    Trust 69Quality 41media-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
  • Awesome Project Ideas9.1K stars

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

    Trust 81Quality 74ml-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

54

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

51 quality42 maintained

Research

Research and knowledge work

45

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

39 quality17 maintained

Presentation

Presentation and deck workflows

0

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

0 quality0 maintained

Finance

Finance and quant workflows

6

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

5 quality3 maintained

Marketing

Marketing and growth automation

0

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

0 quality0 maintained

Design

Design and creative production

39

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

35 quality18 maintained

Data

Data, BI, and analytics

10

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

9 quality3 maintained

Legal

Legal, policy, and compliance

2

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

2 quality2 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

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 159 ranked candidates matching "nlp-cube"

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

1

NLP Cube

NEEDS REVIEW · 48TRUST · 75SAFE · EXPERIMENTALRESEARCH

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

$ npx skills add adobe/NLP-Cube
562 stars38 quality75 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 RAG and knowledge

CLI + Codex · 4 targets

htmlembeddings
by adobeDetailsQuick 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

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
5

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
6

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
7

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
8

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
9

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
10

Cubes

VERIFIEDPROMISING · 61TRUST · 75SAFE · EXPERIMENTALDATA

[NOT MAINTAINED] Light-weight Python OLAP framework for multi-dimensional data analysis

$ npx skills add DataBrewery/cubes
1.5K stars49 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 Data analysis

CLI + Codex · 4 targets

pythonsql
by DataBreweryDetailsQuick view
11

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
12

Ec Cube

STRONG · 72TRUST · 74SAFE · REVIEWEDCODING

EC-CUBE is the most popular e-commerce solution in Japan

$ npx skills add EC-CUBE/ec-cube
788 stars54 quality74 trustReviewed with permission notesBrowser agents1mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
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 Testing and QA

Browser agents + CLI · 4 targets

phpcommerce
by EC-CUBEDetailsQuick view
13

CubeSatSim

STRONG · 74TRUST · 77SAFE · REVIEWEDEDUCATION

CubeSatSim, the AMSAT CubeSat Simulator

$ npx skills add alanbjohnston/CubeSatSim
397 stars52 quality77 trustReviewed with permission notes1mo since pushNeeds review
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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Education and tutoring

CLI + Codex · 4 targets

ceducation
by alanbjohnstonDetailsQuick view
14

Geocube

STRONG · 74TRUST · 76SAFE · REVIEWEDCODING

Tool to convert geopandas vector data into rasterized xarray data.

$ npx skills add corteva/geocube
380 stars52 quality76 trustReviewed with permission notes2mo since pushNeeds review
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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythongis
by cortevaDetailsQuick view
15

Hypercube

PROMISING · 55TRUST · 73SAFE · EXPERIMENTALFINANCE

HyperCube is a revolutionary, high-performance decentralized computing platform. HyperCube has powerful computing capabilities to provide high-performance computing powe…

$ npx skills add hypercube-lab/hypercube
727 stars39 quality73 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: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Finance and quant

CLI + Codex · 4 targets

rustblockchain
by hypercube-labDetailsQuick view
16

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

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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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