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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.

  • Werf4.7K stars

    A solution for implementing efficient and consistent software delivery to Kubernetes facilitating best practi…

    Trust 88Quality 100devops
  • DevOps Guide9.3K stars

    DevOps Guide - Development to Production all configurations with basic notes to debug efficiently.

    Trust 88Quality 99devops
  • Shell Gpt12K stars

    A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish you…

    Trust 86Quality 100productivity-automation

Codex, Claude Code, Cursor

Coding agent skills

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

  • Skills377 stars

    Agent Skills for VueUse

    Trust 81Quality 92coding-agents
  • Kweaver Dip297 stars

    KWeaver DIP is an enterprise-level digital employee platform, built on KWeaver Core. It provides an AI-native…

    Trust 78Quality 79agent-skills
  • Mercury Agent Skills351 stars

    A curated registry of reusable Mercury Agent, Open Claw or Hermes Agent skills designed for real developer wo…

    Trust 75Quality 74agent-skills

Documents and knowledge

Research and RAG skills

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

  • RAG Retrieval1.1K stars

    Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

    Trust 87Quality 93rag-knowledge
  • Hora2.7K stars

    🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

    Trust 86Quality 90rag-knowledge
  • RecBole4.5K stars

    A unified, comprehensive and efficient recommendation library

    Trust 80Quality 71rag-knowledge

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
  • FISCO BCOS2.6K stars

    FISCO BCOS（发音为/ˈfɪskl bi:ˈkɒz/）是一个稳定、高效、安全的许可区块链平台，已被广泛应用于现实的行业应用。截至目前，已拥有5000多家企事业单位，400多个产业数字化标杆应用，涵盖文化版权、司…

    Trust 89Quality 100finance
  • Iotex Core1.6K stars

    Official implementation of IoTeX blockchain protocol in Go. An ultra-efficient EVM blockchain offering 1000 T…

    Trust 88Quality 100web3-analytics

Crawlers and extraction

Web scraping skills

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

  • DotnetSpider4.1K stars

    DotnetSpider, a .NET standard web crawling library. It is lightweight, efficient and fast high-level web craw…

    Trust 86Quality 96web-automation
  • Kuri331 stars

    Browser automation, web crawling, and iOS + Android device control for AI agents. Zig-native, token-efficient…

    Trust 70Quality 68web-automation
  • Gowall2.3K stars

    A tool to convert a Wallpaper's color scheme / palette, OCR with VLM's Traditional & Hybrid, Image Compressio…

    Trust 84Quality 96document-processing

Prompts, B-roll, explainers

Video creation skills

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

  • Sana8.3K stars

    SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

    Trust 89Quality 100media-automation
  • Pyramid Flow3.2K stars

    [ICLR 2025] Pyramidal Flow Matching for Efficient Video Generative Modeling

    Trust 80Quality 69media-automation
  • Toonflow App10K stars

    Toonflow 是开源一站式 AI 短剧创作工具，将小说、剧本快速转化为动画短剧。集成 AI 编剧、智能分镜、角色与视频生成，跨平台桌面端轻量部署，助力创作者低成本批量产出视觉内容。Toonflow is an op…

    Trust 90Quality 100content-automation

Images, video, UI

Design and creative skills

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

  • Mlx Openai Server345 stars

    A high-performance API server that provides OpenAI-compatible endpoints for MLX models. Developed using Pytho…

    Trust 77Quality 80media-automation
  • SiamMask3.5K stars

    [CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

    Trust 82Quality 70robotics-iot
  • Vllm Omni5.2K stars

    A framework for efficient model inference with omni-modality models

    Trust 87Quality 100media-automation

Analysis and pipelines

Data and analytics skills

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

  • ReplicaDB487 stars

    ReplicaDB is open source tool for database replication, designed for efficiently transferring bulk data betwe…

    Trust 77Quality 75data-analysis
  • Olake1.4K stars

    OLake - Fastest Databases, Kafka & S3 Replication to Apache Iceberg with Table optimization (Called OLake Fus…

    Trust 86Quality 100data-analysis
  • Efficient Data Processing Spark385 stars

    Code for "Efficient Data Processing in Spark" Course

    Trust 73Quality 69data-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

219

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

218 quality215 maintained

Research

Research and knowledge work

73

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

73 quality72 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

18

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

18 quality18 maintained

Marketing

Marketing and growth automation

12

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

12 quality12 maintained

Design

Design and creative production

80

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

80 quality67 maintained

Data

Data, BI, and analytics

42

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

42 quality42 maintained

Legal

Legal, policy, and compliance

11

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

11 quality11 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 452 ranked candidates matching "efficient-segmentation-networks"

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

1

Efficientsam3

STRONG · 71TRUST · 77SAFE · REVIEWEDRESEARCH

EfficientSAM3 compresses SAM3 into lightweight, edge-friendly models via progressive knowledge distillation for fast promptable concept segmentation and tracking.

$ npx skills add SimonZeng7108/efficientsam3
610 stars53 quality77 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by SimonZeng7108DetailsQuick view
2

Efficient Dl Systems

VERIFIEDEXCELLENT · 92TRUST · 85SAFE · REVIEWEDDESIGN

Efficient Deep Learning Systems course materials (HSE, YSDA)

$ npx skills add mryab/efficient-dl-systems
1.0K stars63 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmlops
by mryabDetailsQuick view
3

GraphNeuralNetworks.Jl

STRONG · 73TRUST · 77SAFE · REVIEWEDDESIGN

Graph Neural Networks in Julia

$ npx skills add JuliaGraphs/GraphNeuralNetworks.jl
302 stars51 quality77 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 Multimodal media

CLI + Codex · 4 targets

juliamachine-learning
by JuliaGraphsDetailsQuick view
4

Efficient Data Processing Spark

PROMISING · 69TRUST · 73SAFE · REVIEWEDDATA

Code for "Efficient Data Processing in Spark" Course

$ npx skills add josephmachado/efficient_data_processing_spark
385 stars52 quality73 trustReviewed with permission notes2mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
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 Data analysis

CLI + Codex · 4 targets

pythondata-pipeline
by josephmachadoDetailsQuick view
5

Oneflow

VERIFIEDEXCELLENT · 87TRUST · 85SAFE · REVIEWEDDESIGN

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

$ npx skills add Oneflow-Inc/oneflow
9.4K stars59 quality85 trustReviewed8mo 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 Design and creative

CLI + Codex · 4 targets

c++machine-learning
by Oneflow-IncDetailsQuick view
6

Tensorflow

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

An Open Source Machine Learning Framework for Everyone

$ npx skills add tensorflow/tensorflow
195.7K stars78 quality87 trustReviewed2mo 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 Multimodal media

CLI + Codex · 4 targets

c++machine-learning
by tensorflowDetailsQuick view
7

Keras

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDDESIGN

Deep Learning for humans

$ npx skills add keras-team/keras
64.1K stars77 quality88 trustReviewed2mo 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by keras-teamDetailsQuick view
8

Ultralytics

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDDESIGN

Ultralytics YOLO 🚀

$ npx skills add ultralytics/ultralytics
58.5K stars77 quality85 trustReviewed with permission notes2mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by ultralyticsDetailsQuick view
9

Faceswap

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDDESIGN

Deepfakes Software For All

$ npx skills add deepfakes/faceswap
55.3K stars76 quality88 trustReviewed2mo 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by deepfakesDetailsQuick view
10

Supervision

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDDESIGN

We write your reusable computer vision tools. 💜

$ npx skills add roboflow/supervision
44.4K stars76 quality88 trustReviewed2mo 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by roboflowDetailsQuick view
11

Umami

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDMARKETING

Umami is a modern, privacy-focused analytics platform. An open-source alternative to Google Analytics, Mixpanel and Amplitude.

$ npx skills add umami-software/umami
37.2K stars75 quality90 trustReviewed2mo 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 Marketing and growth

CLI + Codex · 4 targets

typescriptanalytics
by umami-softwareDetailsQuick view
12

RecBole

VERIFIEDSTRONG · 71TRUST · 80SAFE · REVIEWEDRESEARCH

A unified, comprehensive and efficient recommendation library

$ npx skills add RUCAIBox/RecBole
4.5K stars52 quality80 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 RAG and knowledge

CLI + Codex · 4 targets

pythonknowledge-graph
by RUCAIBoxDetailsQuick view
13

PyTorch StudioGAN

VERIFIEDPROMISING · 65TRUST · 77SAFE · REVIEWEDDESIGN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

$ npx skills add POSTECH-CVLab/PyTorch-StudioGAN
3.5K stars52 quality77 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: 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 POSTECH-CVLabDetailsQuick view
14

Crawl4AI

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Web crawling built for AI

$ npx skills add unclecode/crawl4ai
4 agent calls100% success73.1K stars80 quality90 trustReviewedClaude Code + OpenAI Agents18d since pushSafe to try31.0K installs
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 Research agents

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchaincrewaiopenclaw
by unclecodeDetailsQuick view
15

Rf Detr

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDDESIGN

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

$ npx skills add roboflow/rf-detr
7.8K stars69 quality89 trustReviewed2mo 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by roboflowDetailsQuick view
16

PyPortfolioOpt

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDFINANCE

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

$ npx skills add PyPortfolio/PyPortfolioOpt
5.8K stars68 quality89 trustReviewed2mo 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 Finance and quant

CLI + Codex · 4 targets

jupyter-notebookfinance
by PyPortfolioDetailsQuick 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.

Try the agent resolve API