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.

  • Mquire163 stars

    Zero-dependency Linux memory forensics PoC — leverages kernel-embedded BTF and kallsyms for type-aware memory…

    Trust 76Quality 70data-analysis
  • Addon Designs947 stars

    A Storybook addon that embeds Figma, websites, or images in the addon panel.

    Trust 79Quality 75design-creative
  • A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, and Zig toolchains…

    Trust 83Quality 85development

Codex, Claude Code, Cursor

Coding agent skills

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

  • Skills122 stars

    Agent Skills for the Venice.ai API. One folder per surface area, each with a SKILL.md for agent runtimes (Cur…

    Trust 84Quality 87utility
  • Claudian13K stars

    An Obsidian plugin that embeds Claude Code/Codex as an AI collaborator in your vault

    Trust 90Quality 100productivity-automation
  • Lattice163 stars

    Install engineering discipline into any AI coding assistant. Composable skills for design, implementation, re…

    Trust 82Quality 88development

Documents and knowledge

Research and RAG skills

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

  • Top2Vec3.1K stars

    Top2Vec learns jointly embedded topic, document and word vectors.

    Trust 79Quality 69rag-knowledge
  • Arcadedb941 stars

    ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. Arc…

    Trust 76Quality 78rag-knowledge
  • JamAIBase1.1K stars

    The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models…

    Trust 87Quality 93rag-knowledge

Markets and quant

Finance and trading skills

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

  • Stock Rnn2.0K stars

    Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

    Trust 76Quality 62rag-knowledge

Crawlers and extraction

Web scraping skills

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

  • Unstructured15K stars

    Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming…

    Trust 89Quality 100document-processing
  • PDF editor in the browser – add text, checkboxes, pictures, signatures to PDF files. Merge, rotate PDF pages…

    Trust 76Quality 74document-processing
  • EasyMDE: A simple, beautiful, and embeddable JavaScript Markdown editor. Delightful editing for beginners and…

    Trust 86Quality 94document-processing

Slides and decks

PPT and presentation skills

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

  • VLM2Vec655 stars

    This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Ta…

    Trust 80Quality 76rag-knowledge
  • A curated list of network embedding techniques.

    Trust 74Quality 64rag-knowledge

Prompts, B-roll, explainers

Video creation skills

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

  • Pyvideotrans18K stars

    Translate the video from one language to another and embed dubbing & subtitles.

    Trust 88Quality 100media-automation

Images, video, UI

Design and creative skills

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

  • Ovis1.5K stars

    A novel Multimodal Large Language Model (MLLM) architecture, designed to structurally align visual and textua…

    Trust 86Quality 87support-automation
  • Kashgari2.4K stars

    Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and…

    Trust 82Quality 68ml-automation
  • :books: 计算机体系架构、嵌入式系统基础与主流编程语言相关内容总结

    Trust 78Quality 74robotics-iot

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

204

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

204 quality198 maintained

Research

Research and knowledge work

116

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

116 quality104 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

13

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

59

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

59 quality56 maintained

Data

Data, BI, and analytics

45

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

45 quality43 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

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 455 ranked candidates matching "embed"

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

1

Fastembed

VERIFIEDEXCELLENT · 97TRUST · 85SAFE · REVIEWEDCODING

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

$ npx skills add qdrant/fastembed
3.1K stars66 quality85 trustReviewedOpenAI Agents1mo 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

OpenAI Agents + CLI · 4 targets

pythonrag
by qdrantDetailsQuick view
2

React Lite Youtube Embed

STRONG · 74TRUST · 78SAFE · REVIEWEDLEGAL

📺 ‏‏‎ ‎‏‏‎ ‎‏‏‎ ‎< A private by default, faster and cleaner YouTube embed component for React applications />

$ npx skills add ibrahimcesar/react-lite-youtube-embed
378 stars52 quality78 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 Legal and compliance

CLI + Codex · 4 targets

typescriptprivacy
by ibrahimcesarDetailsQuick view
3

Vue Pdf Embed

VERIFIEDEXCELLENT · 92TRUST · 84SAFE · REVIEWEDRESEARCH

PDF embed component for Vue 2 and Vue 3

$ npx skills add hrynko/vue-pdf-embed
1.0K stars63 quality84 trustReviewed1mo 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 Document processing

CLI + Codex · 4 targets

typescriptpdf
by hrynkoDetailsQuick view
4

Simplepdf Embed

STRONG · 74TRUST · 76SAFE · REVIEWEDRESEARCH

PDF editor in the browser – add text, checkboxes, pictures, signatures to PDF files. Merge, rotate PDF pages – iframe, script and React component

$ npx skills add SimplePDF/simplepdf-embed
402 stars52 quality76 trustReviewed with permission notesBrowser agents2mo 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 Document processing

Browser agents + CLI · 4 targets

typescriptpdf
by SimplePDFDetailsQuick view
5

Text Embeddings Inference

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDRESEARCH

A blazing fast inference solution for text embeddings models

$ npx skills add huggingface/text-embeddings-inference
4.9K stars68 quality86 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 RAG and knowledge

CLI + Codex · 4 targets

rustembeddings
by huggingfaceDetailsQuick view
6

What Are Embeddings

VERIFIEDSTRONG · 77TRUST · 79SAFE · REVIEWEDRESEARCH

A deep dive into embeddings starting from fundamentals

$ npx skills add veekaybee/what_are_embeddings
1.1K stars56 quality79 trustReviewed with permission notes7mo 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-notebookembeddings
by veekaybeeDetailsQuick view
7

Instructor Embedding

VERIFIEDPROMISING · 67TRUST · 79SAFE · REVIEWEDRESEARCH

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

$ npx skills add xlang-ai/instructor-embedding
2.0K stars50 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 RAG and knowledge

CLI + Codex · 4 targets

pythonembeddings
by xlang-aiDetailsQuick view
8

Awesome Network Embedding

VERIFIEDPROMISING · 64TRUST · 74SAFE · EXPERIMENTALRESEARCH

A curated list of network embedding techniques.

$ npx skills add chihming/awesome-network-embedding
2.6K stars51 quality74 trustExperimental6y 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 chihmingDetailsQuick view
9

Awesome Embedding Models

VERIFIEDPROMISING · 67TRUST · 78SAFE · REVIEWEDDESIGN

A curated list of awesome embedding models tutorials, projects and communities.

$ npx skills add Hironsan/awesome-embedding-models
1.8K stars50 quality78 trustReviewed with permission notes7y 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

jupyter-notebookmachine-learning
by HironsanDetailsQuick view
10

Paho.Mqtt.Embedded C

VERIFIEDPROMISING · 61TRUST · 76SAFE · EXPERIMENTALCODING

Paho MQTT C client library for embedded systems. Paho is an Eclipse IoT project (https://iot.eclipse.org/)

$ npx skills add eclipse-paho/paho.mqtt.embedded-c
1.5K stars49 quality76 trustExperimental2y 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

ciot
by eclipse-pahoDetailsQuick view
11

Fastembed Rs

STRONG · 81TRUST · 80SAFE · REVIEWEDCODING

Rust library for generating vector embeddings, reranking locally!

$ npx skills add Anush008/fastembed-rs
963 stars55 quality80 trustReviewed19d 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 GitHub automation

CLI + Codex · 4 targets

rustrag
by Anush008DetailsQuick view
12

Embeddedml

PROMISING · 68TRUST · 72SAFE · REVIEWEDDESIGN

Notes on Machine Learning on edge for embedded/sensor/IoT uses

$ npx skills add jonnor/embeddedml
310 stars51 quality72 trustReviewed with permission notes1mo 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by jonnorDetailsQuick view
13

Mlx Embeddings

PROMISING · 66TRUST · 75SAFE · REVIEWEDCODING

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

$ npx skills add Blaizzy/mlx-embeddings
404 stars49 quality75 trustReviewed with permission notes3mo 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

pythonchatbot
by BlaizzyDetailsQuick view
14

FlagEmbedding

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

Retrieval and Retrieval-augmented LLMs

$ npx skills add FlagOpen/FlagEmbedding
11.8K stars69 quality86 trustReviewed3mo 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 RAG and knowledge

CLI + Codex · 4 targets

pythonembeddings
by FlagOpenDetailsQuick view
15

Embedmd

STRONG · 74TRUST · 77SAFE · REVIEWEDRESEARCH

embedmd: embed code into markdown and keep everything in sync

$ npx skills add campoy/embedmd
805 stars51 quality77 trustReviewed with permission notes4mo 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 Document processing

CLI + Codex · 4 targets

gomarkdown
by campoyDetailsQuick view
16

EmbeddedSoftwareLearn

VERIFIEDPROMISING · 66TRUST · 78SAFE · REVIEWEDCODING

欢迎来到本项目,这是一份面向中文社区的系统、全面且贴近实战的嵌入式软件开发学习路线和知识点总结。涵盖范围包括 C/C++、嵌入式开发、驱动开发、计算机网络原理、RTOS、嵌入式 Linux、网络通信与物联网、常用工具链等相关知识点。收集全网相关书籍和面试经历分享给各位。

$ npx skills add 0voice/EmbeddedSoftwareLearn
2.0K stars54 quality78 trustReviewed with permission notes1y 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 GitHub automation

CLI + Codex · 4 targets

iot
by 0voiceDetailsQuick 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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