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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.

  • Frontend Design166K stars

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

    Trust 88Quality 100design-creative
  • Dokploy36K stars

    Open Source Alternative to Vercel, Netlify and Heroku.

    Trust 85Quality 100devops
  • Style Dictionary Tailwindcss Transformer150 stars

    This is a plugin to generate the config of Tailwind CSS using Style Dictionary

    Trust 76Quality 70design-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
  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills
  • Implement176K stars

    Execute an approved engineering ticket with tests, review, and a branch commit.

    Trust 88Quality 100coding-agents

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
  • Odin Slides152 stars

    This is an advanced Python tool that empowers you to effortlessly draft customizable PowerPoint slides using…

    Trust 69Quality 48rag-knowledge
  • Keras TextClassification1.8K stars

    中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classi…

    Trust 80Quality 73rag-knowledge

Markets and quant

Finance and trading skills

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

  • Stock TFT126 stars

    Stock price prediction using a Temporal Fusion Transformer

    Trust 65Quality 36finance
  • Trading Momentum Transformer629 stars

    This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable A…

    Trust 79Quality 73finance

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
  • Qpdf5.1K stars

    qpdf: A content-preserving PDF document transformer

    Trust 86Quality 100document-processing

Slides and decks

PPT and presentation skills

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

  • Animation Vocabulary17K stars

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

    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.

  • Sana8.3K stars

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

    Trust 89Quality 100media-automation
  • StableAvatar1.2K stars

    We present StableAvatar, the first end-to-end video diffusion transformer, which synthesizes infinite-length…

    Trust 84Quality 82media-automation
  • DiT Extrapolation808 stars

    Official implementation for "RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers" (…

    Trust 81Quality 77media-automation

Images, video, UI

Design and creative skills

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

  • UniAnimate DiT848 stars

    UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer

    Trust 71Quality 45media-automation
  • Diffusion Forcing Transformer673 stars

    [ICML 2025] Official PyTorch Implementation of "History-Guided Video Diffusion"

    Trust 69Quality 48media-automation
  • Rust Bert3.1K stars

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

    Trust 84Quality 86ml-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

194

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

180 quality168 maintained

Research

Research and knowledge work

80

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

71 quality66 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.

13 quality13 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

86

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

71 quality58 maintained

Data

Data, BI, and analytics

35

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

33 quality31 maintained

Legal

Legal, policy, and compliance

10

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

10 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
FinanceStock analysisQuantTrading researchSlidesPPT generationDocsPDF parsingExtractWeb scrapingCreativeDesign workflowSportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 427 ranked candidates matching "transformer"

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

1

MetaTransformer

VERIFIEDPROMISING · 67TRUST · 77SAFE · EXPERIMENTALCODING

Meta-Transformer for Unified Multimodal Learning

$ npx skills add invictus717/MetaTransformer
1.6K stars49 quality77 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: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythoncomputer-vision
by invictus717DetailsQuick view
2

Trading Momentum Transformer

STRONG · 73TRUST · 79SAFE · REVIEWEDRESEARCH

This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.org/pdf/2112.08534.pdf).

$ npx skills add kieranjwood/trading-momentum-transformer
629 stars50 quality79 trustReviewed with permission notes5mo 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 RAG and knowledge

CLI + Codex · 4 targets

pythonfinance
by kieranjwoodDetailsQuick view
3

Q Transformer

NEEDS REVIEW · 46TRUST · 72SAFE · EXPERIMENTALCODING

Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind

$ npx skills add lucidrains/q-transformer
408 stars37 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 lucidrainsDetailsQuick view
4

Min Decision Transformer

NEEDS REVIEW · 45TRUST · 70SAFE · EXPERIMENTALDESIGN

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

$ npx skills add nikhilbarhate99/min-decision-transformer
294 stars36 quality70 trustExperimentalOpenAI Agents4y 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 Multimodal media

OpenAI Agents + CLI · 4 targets

pythonmachine-learning
by nikhilbarhate99DetailsQuick view
5

Vision Transformer

NEEDS REVIEW · 39TRUST · 67SAFE · BLOCKEDCODING

Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

$ npx skills add emla2805/vision-transformer
227 stars35 quality67 trustBlocked for auto-install6y 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 GitHub automation

CLI + Codex · 4 targets

pythoncomputer-vision
by emla2805DetailsQuick view
6

RQ Transformer

NEEDS REVIEW · 41TRUST · 70SAFE · EXPERIMENTALDESIGN

Implementation of RQ Transformer, proposed in the paper "Autoregressive Image Generation using Residual Quantization"

$ npx skills add lucidrains/RQ-Transformer
127 stars33 quality70 trustExperimental4y 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 Design and creative

CLI + Codex · 4 targets

pythonimage-generation
by lucidrainsDetailsQuick view
7

Annotated Transformer

VERIFIEDSTRONG · 73TRUST · 79SAFE · REVIEWEDDATA

An annotated implementation of the Transformer paper.

$ npx skills add harvardnlp/annotated-transformer
7.3K stars54 quality79 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 Data analysis

CLI + Codex · 4 targets

jupyter-notebooknotebook
by harvardnlpDetailsQuick view
8

GeoTransformer

NEEDS REVIEW · 50TRUST · 70SAFE · EXPERIMENTALDESIGN

[CVPR2022] Geometric Transformer for Fast and Robust Point Cloud Registration

$ npx skills add qinzheng93/GeoTransformer
957 stars40 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: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythoncomputer-vision
by qinzheng93DetailsQuick view
9

Diffusion Forcing Transformer

NEEDS REVIEW · 48TRUST · 69SAFE · EXPERIMENTALDESIGN

[ICML 2025] Official PyTorch Implementation of "History-Guided Video Diffusion"

$ npx skills add kwsong0113/diffusion-forcing-transformer
673 stars43 quality69 trustExperimental1y 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 Design and creative

CLI + Codex · 4 targets

pythonvideo-generation
by kwsong0113DetailsQuick view
10

Style Dictionary Tailwindcss Transformer

STRONG · 70TRUST · 76SAFE · REVIEWEDDESIGN

This is a plugin to generate the config of Tailwind CSS using Style Dictionary

$ npx skills add nado1001/style-dictionary-tailwindcss-transformer
150 stars49 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 Design and creative

CLI + Codex · 4 targets

typescriptdesign-systems
by nado1001DetailsQuick view
11

Table Transformer

NEEDS REVIEW · 40TRUST · 72SAFE · EXPERIMENTALRESEARCH

🔍 Table Extraction Tool: A powerful open-source solution combining OCR and computer vision for extracting structured tabular data from images. Ideal for LLM preprocessi…

$ npx skills add Sudhanshu1304/table-transformer
100 stars33 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 Document processing

CLI + Codex · 4 targets

pythonocr
by Sudhanshu1304DetailsQuick view
12

Transformer In Vision

VERIFIEDPROMISING · 61TRUST · 74SAFE · EXPERIMENTALDESIGN

Recent Transformer-based CV and related works.

$ npx skills add DirtyHarryLYL/Transformer-in-Vision
1.3K stars49 quality74 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 Multimodal media

CLI + Codex · 4 targets

computer-vision
by DirtyHarryLYLDetailsQuick view
13

Transformer TTS

NEEDS REVIEW · 49TRUST · 70SAFE · EXPERIMENTALDESIGN

A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"

$ npx skills add soobinseo/Transformer-TTS
690 stars39 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: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonvoice
by soobinseoDetailsQuick view
14

Transformers

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and traini…

$ npx skills add huggingface/transformers
161.6K stars78 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
15

Robotic Transformer Pytorch

NEEDS REVIEW · 47TRUST · 70SAFE · EXPERIMENTALCODING

Implementation of RT1 (Robotic Transformer) in Pytorch

$ npx skills add lucidrains/robotic-transformer-pytorch
453 stars37 quality70 trustExperimental2y 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 GitHub automation

CLI + Codex · 4 targets

pythonrobotics
by lucidrainsDetailsQuick view
16

Vision Transformer From Scratch

NEEDS REVIEW · 44TRUST · 68SAFE · EXPERIMENTALCODING

A Simplified PyTorch Implementation of Vision Transformer (ViT)

$ npx skills add tintn/vision-transformer-from-scratch
252 stars36 quality68 trustExperimental2y 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 GitHub automation

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by tintnDetailsQuick 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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