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.

Design to deployment

Frontend and UI skills

Design direction, Figma implementation, UI review, React performance, browser QA, and safe preview deployments.

  • Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful r…

    Trust 91Quality 100design-creative
  • This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the in…

    Trust 91Quality 100design-creative
  • Dokploy36K stars

    Open Source Alternative to Vercel, Netlify and Heroku.

    Trust 85Quality 100devops

Codex, Claude Code, Cursor

Coding agent skills

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

  • Compose Skill539 stars

    Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts.…

    Trust 75Quality 74agent-skills
  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills
  • 🤖 精选的 AI Agent Skills 列表,适用于 Cursor、Claude Code、GitHub Copilot 等 AI 编程工具

    Trust 84Quality 94coding-agents

Documents and knowledge

Research and RAG skills

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

  • Beir2.2K stars

    A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR…

    Trust 84Quality 81data
  • Datasets2.7K stars

    🎁 7,400,000+ Unsplash images made available for research and machine learning

    Trust 82Quality 92rag-knowledge
  • Voiden1.2K stars

    Design, Test and Document APIs in plain Markdown. Compose Requests with API blocks. Reuse, Replace & Version…

    Trust 81Quality 93document-processing

Markets and quant

Finance and trading skills

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

  • FinRL Meta1.9K stars

    FinRL­®-Meta: Dynamic datasets and market environments for FinRL.

    Trust 86Quality 92finance
  • SavjeeCoin1.8K stars

    A simple blockchain in Javascript. For educational purposes only.

    Trust 83Quality 80web3-analytics

Crawlers and extraction

Web scraping skills

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

  • Bisheng11K stars

    BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehen…

    Trust 90Quality 100document-processing
  • Book Story1.3K stars

    Book's Story — Material You eBook reader built with Jetpack Compose. Free & Open source & Ad-free, with exten…

    Trust 85Quality 87document-processing
  • Episteme1.0K stars

    A native Android document reader application built with Kotlin and Jetpack Compose.

    Trust 83Quality 82document-processing

Slides and decks

PPT and presentation skills

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

  • OfficeCLI8.2K stars

    OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Ex…

    Trust 87Quality 100design-creative
  • Apple Design18K stars

    Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or…

    Trust 91Quality 100design-creative
  • Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering ph…

    Trust 91Quality 100design-creative

Prompts, B-roll, explainers

Video creation skills

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

  • MIMO1.6K stars

    Official implementation of "MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling"

    Trust 81Quality 70media-automation
  • MimicMotion2.6K stars

    High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance

    Trust 79Quality 77media-automation
  • Fiftyone11K stars

    Refine high-quality datasets and visual AI models

    Trust 88Quality 100coding-agents

Images, video, UI

Design and creative skills

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

  • Fastdup1.9K stars

    fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets…

    Trust 82Quality 93ml-automation
  • Datumaro680 stars

    Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision da…

    Trust 77Quality 77robotics-iot
  • Argilla5.0K stars

    Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

    Trust 89Quality 99ml-automation

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

222

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

222 quality217 maintained

Research

Research and knowledge work

79

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

79 quality77 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

73

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

73 quality63 maintained

Data

Data, BI, and analytics

41

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

41 quality41 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

4

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

4 quality4 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 448 ranked candidates matching "laion-pose-dataset"

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

1

Datasets

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

$ npx skills add huggingface/datasets
21.6K stars74 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by huggingfaceDetailsQuick view
2

Datasette

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDDATA

An open source multi-tool for exploring and publishing data

$ npx skills add simonw/datasette
11.2K stars72 quality84 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 Data analysis

CLI + Codex · 4 targets

pythoncsv
by simonwDetailsQuick view
3

Easy Dataset

VERIFIEDEXCELLENT · 98TRUST · 83SAFE · REVIEWEDCODING

A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

$ npx skills add ConardLi/easy-dataset
14.5K stars69 quality83 trustReviewed with permission notes3mo 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 GitHub automation

CLI + Codex · 4 targets

javascriptrag
by ConardLiDetailsQuick view
4

Kompose

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Convert Compose to Kubernetes

$ npx skills add kubernetes/kompose
10.5K stars71 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by kubernetesDetailsQuick view
5

Compose Spec

VERIFIEDEXCELLENT · 97TRUST · 85SAFE · REVIEWEDCODING

The Compose specification

$ npx skills add compose-spec/compose-spec
2.7K stars66 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

dockerfilekubernetes
by compose-specDetailsQuick view
6

Compose For Agents

STRONG · 78TRUST · 81SAFE · REVIEWEDCODING

Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.

$ npx skills add docker/compose-for-agents
986 stars55 quality81 trustReviewedOpenAI Agents2mo 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 Coding agents

OpenAI Agents + CLI · 4 targets

typescriptai-agents
by dockerDetailsQuick view
7

Tech.Ml.Dataset

STRONG · 77TRUST · 77SAFE · REVIEWEDDATA

A Clojure high performance data processing system

$ npx skills add techascent/tech.ml.dataset
749 stars54 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 Data analysis

CLI + Codex · 4 targets

clojurecsv
by techascentDetailsQuick view
8

Compose Skill

STRONG · 74TRUST · 75SAFE · EXPERIMENTALRESEARCH

Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, Copil…

$ npx skills add aldefy/compose-skill
539 stars53 quality75 trustExperimentalClaude Code + OpenAI Agents26d 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Research agents

Claude Code + OpenAI Agents · 4 targets

shellai-agents
by aldefyDetailsQuick view
9

Exposed

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDDATA

Kotlin SQL Framework

$ npx skills add JetBrains/Exposed
9.3K 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: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Database and SQL

CLI + Codex · 4 targets

kotlinsql
by JetBrainsDetailsQuick view
10

Openpose

VERIFIEDSTRONG · 76TRUST · 81SAFE · REVIEWEDDESIGN

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

$ npx skills add CMU-Perceptual-Computing-Lab/openpose
34.1K stars60 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

c++machine-learning
by CMU-Perceptual-Computing-LabDetailsQuick view
11

Composer

VERIFIEDEXCELLENT · 97TRUST · 85SAFE · REVIEWEDDESIGN

Supercharge Your Model Training

$ npx skills add mosaicml/composer
5.5K stars65 quality85 trustReviewed3mo 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

pythonmachine-learning
by mosaicmlDetailsQuick view
12

Dataset

VERIFIEDEXCELLENT · 96TRUST · 85SAFE · REVIEWEDCODING

Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.

$ npx skills add pudo/dataset
4.9K stars65 quality85 trustReviewed4mo 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

pythonsql
by pudoDetailsQuick view
13

Objectron

VERIFIEDEXCELLENT · 90TRUST · 83SAFE · REVIEWEDRESEARCH

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and pla…

$ npx skills add google-research-datasets/Objectron
2.3K stars58 quality83 trustReviewed5mo 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 Research agents

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by google-research-datasetsDetailsQuick view
14

Docker Compose Wait

VERIFIEDEXCELLENT · 92TRUST · 85SAFE · REVIEWEDCODING

A simple script to wait for other docker images to be started while using docker-compose (or Kubernetes or docker stack or whatever)

$ npx skills add ufoscout/docker-compose-wait
1.7K stars61 quality85 trustReviewed4mo 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

rustkubernetes
by ufoscoutDetailsQuick view
15

Portainer

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Making Docker and Kubernetes management easy.

$ npx skills add portainer/portainer
37.7K stars75 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 Coding agents

CLI + Codex · 4 targets

typescriptkubernetes
by portainerDetailsQuick view
16

Colima

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Container runtimes on macOS (and Linux) with minimal setup

$ npx skills add abiosoft/colima
29.3K stars74 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 Coding agents

CLI + Codex · 4 targets

gokubernetes
by abiosoftDetailsQuick view

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