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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.

  • Mquire163 stars

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

    Trust 76Quality 70data-analysis
  • Low Level Dev Skills139 stars

    A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, and Zig toolchains…

    Trust 83Quality 85development
  • Knowledge534 stars

    (Chinese Only)Everything I know: DevOps & CloudNative, Linux, Embedded, Homelab, Music, Blockchain, AI, etc...

    Trust 80Quality 76devops

Codex, Claude Code, Cursor

Coding agent skills

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

  • Codebase To Course5.2K stars

    A Claude Code skill that turns any codebase into a beautiful, interactive single-page HTML course for non-tec…

    Trust 84Quality 89development
  • Arraymancer1.4K stars

    A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded dev…

    Trust 87Quality 94robotics-iot
  • Iotgateway1.1K stars

    An industrial IoTGateway with B/S architecture that enables bidirectional communication between industrial de…

    Trust 86Quality 96robotics-iot

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
  • JamAIBase1.1K stars

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

    Trust 87Quality 93rag-knowledge
  • Lancedb11K stars

    Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

    Trust 88Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • Android Money Manager Ex690 stars

    Local-first personal finance app. Encrypted, self-hosted, sync across devices.

    Trust 79Quality 77finance

Crawlers and extraction

Web scraping skills

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

  • Koreader27K stars

    An ebook reader application supporting PDF, DjVu, EPUB, FB2 and many more formats, running on Cervantes, Kind…

    Trust 89Quality 100document-processing
  • Xournalpp15K stars

    Xournal++ is a handwriting notetaking software with PDF annotation support. Written in C++ with GTK3, support…

    Trust 89Quality 100document-processing
  • PdfDing1.8K stars

    Selfhosted PDF manager, viewer and editor offering a seamless user experience on multiple devices.

    Trust 88Quality 98document-processing

Prompts, B-roll, explainers

Video creation skills

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

  • Handbrake Web779 stars

    A self-hosted platform to use HandBrake on your headless devices via a bespoke web interface. Harness the pro…

    Trust 78Quality 74media-automation

Images, video, UI

Design and creative skills

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

  • ClipCascade1.8K stars

    ClipCascade is a lightweight utility that automatically syncs the clipboard across devices, no key press requ…

    Trust 85Quality 92productivity-automation
  • Whisperboard1.0K stars

    The open-source iOS app that's making quality voice transcription more accessible on mobile devices.

    Trust 84Quality 77media-automation
  • Darkflow6.1K stars

    Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant gr…

    Trust 81Quality 72ml-automation

Analysis and pipelines

Data and analytics skills

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

  • Slothdb448 stars

    An experimental embedded SQL engine in C++20. Query Parquet, CSV, JSON, Arrow, Avro, SQLite, and Excel files…

    Trust 75Quality 75data-analysis
  • Metabase48K stars

    The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with da…

    Trust 85Quality 100data-analysis
  • EsProc4.7K stars

    esProc SPL is a JVM-based programming language designed for structured data computation, serving as both a da…

    Trust 86Quality 99data-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

232

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

232 quality223 maintained

Research

Research and knowledge work

82

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

82 quality78 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

11

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

11 quality11 maintained

Design

Design and creative production

57

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

57 quality54 maintained

Data

Data, BI, and analytics

45

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

45 quality42 maintained

Legal

Legal, policy, and compliance

16

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

16 quality13 maintained

Education

Education and tutoring

6

Tutoring, course generation, quizzes, learning analytics, classrooms, and teaching workflows.

6 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 455 ranked candidates matching "embedded-devices"

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

1

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
2

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
3

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
4

Embedded Cli

PROMISING · 67TRUST · 74SAFE · EXPERIMENTALCODING

Single-header CLI with history and autocompletion for embedded systems (like Arduino or STM32)

$ npx skills add funbiscuit/embedded-cli
369 stars45 quality74 trustExperimental5mo 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents

CLI + Codex · 4 targets

ciot
by funbiscuitDetailsQuick view
5

Realtime Embedded Conferences

PROMISING · 64TRUST · 74SAFE · REVIEWEDCODING

Tracking conferences in Real-time Embedded Systems, Design Automation, Cyber-Physical Systems and Robotics!

$ npx skills add automaticdai/realtime-embedded-conferences
133 stars49 quality74 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 GitHub automation

CLI + Codex · 4 targets

javascriptrobotics
by automaticdaiDetailsQuick view
6

EmbeddedSystem

STRONG · 74TRUST · 78SAFE · REVIEWEDDESIGN

: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

$ npx skills add SummerGift/EmbeddedSystem
711 stars51 quality78 trustReviewed with permission notes3mo 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

jupyter-notebookiot
by SummerGiftDetailsQuick view
7

Duckdb

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDATA

DuckDB is an analytical in-process SQL database management system

$ npx skills add duckdb/duckdb
38.9K stars75 quality87 trustReviewed1mo 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 Database and SQL

CLI + Codex · 4 targets

c++sql
by duckdbDetailsQuick view
8

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
9

Executorch

VERIFIEDEXCELLENT · 97TRUST · 83SAFE · REVIEWEDDESIGN

On-device AI across mobile, embedded and edge for PyTorch

$ npx skills add pytorch/executorch
4.8K stars67 quality83 trustReviewed with permission notes15d 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by pytorchDetailsQuick view
10

Attifyos

VERIFIEDPROMISING · 59TRUST · 74SAFE · EXPERIMENTALCODING

Attify OS - Distro for pentesting IoT devices

$ npx skills add adi0x90/attifyos
1.0K stars48 quality74 trustExperimental5y 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 Testing and QA

CLI + Codex · 4 targets

iot
by adi0x90DetailsQuick view
11

Seekdb

VERIFIEDEXCELLENT · 97TRUST · 86SAFE · REVIEWEDDATA

The AI-native state store for agents. MySQL-compatible, embedded or server, hybrid vector + full-text search, COW sandboxes (FORK/MERGE).

$ npx skills add oceanbase/seekdb
2.8K stars66 quality86 trustReviewedLangChain + LlamaIndex1mo 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 Database and SQL

LangChain + LlamaIndex · 4 targets

c++rag
by oceanbaseDetailsQuick view
12

JamAIBase

VERIFIEDEXCELLENT · 93TRUST · 87SAFE · REVIEWEDRESEARCH

The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together sea…

$ npx skills add EmbeddedLLM/JamAIBase
1.1K stars63 quality87 trustReviewedOpenAI Agents2mo 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

OpenAI Agents + CLI · 4 targets

pythonrag
by EmbeddedLLMDetailsQuick view
13

Swupdate

VERIFIEDEXCELLENT · 95TRUST · 86SAFE · REVIEWEDCODING

Software Update for Embedded Systems

$ npx skills add sbabic/swupdate
1.8K stars65 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 Coding agents

CLI + Codex · 4 targets

ciot
by sbabicDetailsQuick view
14

Sming

VERIFIEDEXCELLENT · 94TRUST · 88SAFE · REVIEWEDRESEARCH

Sming - powerful open source framework simplifying the creation of embedded C++ applications.

$ npx skills add SmingHub/Sming
1.6K stars64 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 Research agents

CLI + Codex · 4 targets

c++iot
by SmingHubDetailsQuick view
15

CVprojects

VERIFIEDSTRONG · 81TRUST · 79SAFE · REVIEWEDDATA

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

$ npx skills add enpeizhao/CVprojects
2.6K stars59 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 Data analysis

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by enpeizhaoDetailsQuick view
16

Stoolap

VERIFIEDEXCELLENT · 93TRUST · 83SAFE · REVIEWEDDATA

A Modern Embedded SQL Database written in Rust

$ npx skills add stoolap/stoolap
1.2K stars63 quality83 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

rustsql
by stoolapDetailsQuick 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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