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.

  • Frontend Design166K stars

    Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product…

    Trust 88Quality 100design-creative
  • Material Ui98K stars

    Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.

    Trust 90Quality 100design-creative
  • Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful r…

    Trust 91Quality 100design-creative

Codex, Claude Code, Cursor

Coding agent skills

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

  • Code Review169K stars

    Review a diff separately for code standards and spec compliance.

    Trust 91Quality 100coding-agents
  • Open Design83K stars

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

    Trust 91Quality 100agent-skills
  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 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 87Quality 100document-processing
  • PaddleOCR83K stars

    Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bri…

    Trust 89Quality 100document-processing
  • 21 Lessons, Get Started Building with Generative AI

    Trust 88Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • TradingAgents88K stars

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    Trust 88Quality 100finance
  • Vetix62 stars

    Vetix — Automated scanning, identification, and assessment of SKILL security risks.

    Trust 77Quality 68utility

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 87Quality 100agent-frameworks
  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation
  • Scrapling70K stars

    Adaptive web scraping for agent data collection

    Trust 85Quality 100web-automation

Slides and decks

PPT and presentation skills

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

  • 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
  • Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact ter…

    Trust 91Quality 100design-creative
  • Canvas Design166K stars

    Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.

    Trust 87Quality 100design-creative

Prompts, B-roll, explainers

Video creation skills

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

  • VoxPoser813 stars

    VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models

    Trust 75Quality 49robotics-iot
  • 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.

    Trust 88Quality 100automation
  • List of Computer Science courses with video lectures.

    Trust 85Quality 100ml-automation

Images, video, UI

Design and creative skills

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

  • Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related arti…

    Trust 88Quality 100design-creative
  • DragGAN5.0K stars

    Unofficial Implementation of DragGAN - "Drag Your GAN: Interactive Point-based Manipulation on the Generative…

    Trust 76Quality 66media-automation
  • GIMP ML1.6K stars

    AI for GNU Image Manipulation Program

    Trust 79Quality 66robotics-iot

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

203

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

188 quality176 maintained

Research

Research and knowledge work

69

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

67 quality67 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

14

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

14 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

56

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

54 quality50 maintained

Data

Data, BI, and analytics

35

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

34 quality34 maintained

Legal

Legal, policy, and compliance

11

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

11 quality10 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

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 396 ranked candidates matching "manipulation"

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

1

Hab Mobile Manipulation

NEEDS REVIEW · 48TRUST · 70SAFE · EXPERIMENTALCODING

Mobile manipulation in Habitat

$ npx skills add Jiayuan-Gu/hab-mobile-manipulation
103 stars37 quality70 trustExperimental12mo since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.
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 GitHub automation

CLI + Codex · 4 targets

pythonrobotics
by Jiayuan-GuDetailsQuick view
2

Seqkit

VERIFIEDEXCELLENT · 94TRUST · 84SAFE · REVIEWEDCODING

A cross-platform and ultrafast toolkit for FASTA/Q file manipulation

$ npx skills add shenwei356/seqkit
1.6K stars64 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 GitHub automation

CLI + Codex · 4 targets

gobioinformatics
by shenwei356DetailsQuick view
3

Hexapdf

VERIFIEDEXCELLENT · 89TRUST · 81SAFE · REVIEWEDRESEARCH

Versatile PDF creation and manipulation for Ruby

$ npx skills add gettalong/hexapdf
1.4K stars64 quality81 trustReviewed with permission notes2mo 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 Document processing

CLI + Codex · 4 targets

rubypdf
by gettalongDetailsQuick view
4

SimplerEnv

VERIFIEDSTRONG · 82TRUST · 81SAFE · EXPERIMENTALCODING

Evaluating and reproducing real-world robot manipulation policies (e.g., RT-1, RT-1-X, Octo) in simulation under common setups (e.g., Google Robot, WidowX+Bridge) (CoRL…

$ npx skills add simpler-env/SimplerEnv
1.1K stars56 quality81 trustExperimental8mo 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: Documentation summary is thin
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by simpler-envDetailsQuick view
5

Visual Pushing Grasping

VERIFIEDPROMISING · 65TRUST · 80SAFE · REVIEWEDCODING

Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.

$ npx skills add andyzeng/visual-pushing-grasping
1.1K stars48 quality80 trustReviewed with permission notes5y 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

pythoncomputer-vision
by andyzengDetailsQuick view
6

Podofo

STRONG · 71TRUST · 75SAFE · REVIEWEDRESEARCH

A C++17 PDF manipulation library

$ npx skills add podofo/podofo
585 stars53 quality75 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing

CLI + Codex · 4 targets

c++pdf
by podofoDetailsQuick view
7

Calvin

PROMISING · 63TRUST · 78SAFE · REVIEWEDLEGAL

CALVIN - A benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks

$ npx skills add mees/calvin
942 stars44 quality78 trustReviewed with permission notes11mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
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 Security and compliance

CLI + Codex · 4 targets

pythoncomputer-vision
by meesDetailsQuick view
8

InternVLA A1

PROMISING · 62TRUST · 73SAFE · REVIEWEDCODING

InternVLA-A1: Unifying Understanding, Generation, and Action for Robotic Manipulation​

$ npx skills add InternRobotics/InternVLA-A1
414 stars45 quality73 trustReviewed with permission notes5mo 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 GitHub automation

CLI + Codex · 4 targets

pythonrobotics
by InternRoboticsDetailsQuick view
9

VoxPoser

NEEDS REVIEW · 49TRUST · 75SAFE · EXPERIMENTALDESIGN

VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models

$ npx skills add huangwl18/VoxPoser
813 stars39 quality75 trustExperimental1y 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 Video creation

CLI + Codex · 4 targets

pythonrobotics
by huangwl18DetailsQuick view
10

Pytorch Dense Correspondence

NEEDS REVIEW · 43TRUST · 70SAFE · EXPERIMENTALCODING

Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

$ npx skills add RobotLocomotion/pytorch-dense-correspondence
577 stars38 quality70 trustExperimental3y 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 Coding agents

CLI + Codex · 4 targets

pythonrobotics
by RobotLocomotionDetailsQuick view
11

Cliport

NEEDS REVIEW · 48TRUST · 71SAFE · EXPERIMENTALDATA

CLIPort: What and Where Pathways for Robotic Manipulation

$ npx skills add cliport/cliport
545 stars38 quality71 trustExperimental3y 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 Data analysis

CLI + Codex · 4 targets

jupyter-notebookrobotics
by cliportDetailsQuick view
12

Pandas

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much…

$ npx skills add pandas-dev/pandas
49.0K stars76 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 GitHub automation

CLI + Codex · 4 targets

pythondata-analysis
by pandas-devDetailsQuick view
13

Umi On Legs

NEEDS REVIEW · 47TRUST · 74SAFE · EXPERIMENTALCODING

UMI on Legs: Making Manipulation Policies Mobile with Manipulation-Centric Whole-body Controllers

$ npx skills add real-stanford/umi-on-legs
507 stars38 quality74 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 GitHub automation

CLI + Codex · 4 targets

pythonrobotics
by real-stanfordDetailsQuick view
14

Seer

NEEDS REVIEW · 49TRUST · 72SAFE · EXPERIMENTALCODING

[ICLR 2025 Oral] Seer: Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation

$ npx skills add InternRobotics/Seer
305 stars40 quality72 trustExperimental1y 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 GitHub automation

CLI + Codex · 4 targets

pythonrobotics
by InternRoboticsDetailsQuick view
15

RMBench

PROMISING · 67TRUST · 75SAFE · REVIEWEDCODING

Memory-Dependent Manipulation Benchmark based on RoboTwin

$ npx skills add RoboTwin-Platform/RMBench
151 stars46 quality75 trustReviewed with permission notes4mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
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

pythonrobotics
by RoboTwin-PlatformDetailsQuick view
16

Paper Simulation

NEEDS REVIEW · 41TRUST · 67SAFE · BLOCKEDRESEARCH

Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.

$ npx skills add star2dust/paper-simulation
423 stars37 quality67 trustBlocked for auto-install4y 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

matlabrobotics
by star2dustDetailsQuick 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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