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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
  • ESP32 CAM MJPEG2SD1.6K stars

    ESP32 Camera motion capture application to record JPEGs to SD card as AVI files and stream to browser as MJPE…

    Trust 86Quality 92media-automation

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
  • Generative AI For Beginners112K stars

    21 Lessons, Get Started Building with Generative AI

    Trust 88Quality 100rag-knowledge
  • SwiftSemanticSearch157 stars

    Real-time on-device text-to-image and image-to-image Semantic Search with video stream camera capture using U…

    Trust 69Quality 37rag-knowledge

Markets and quant

Finance and trading skills

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

  • Polymarket Kalshi Weather Bot441 stars

    Multi-platform prediction market trading bot: trades weather temperature markets on Kalshi (KXHIGH series) an…

    Trust 74Quality 69finance
  • Stochastic Rs169 stars

    High-performance quantitative finance in Rust — 120+ stochastic processes, option pricing, calibration, fixed…

    Trust 78Quality 70finance
  • Multi Camera Person Re Identification257 stars

    State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Mar…

    Trust 72Quality 44robotics-iot

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
  • Deep License Plate Recognition663 stars

    Automatic License Plate Recognition (ALPR) or Automatic Number Plate Recognition (ANPR) software that works w…

    Trust 81Quality 76document-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.

  • Seedance 2.0 Prompt Writing3.1K stars

    Write precise Seedance 2.0 prompts for multimodal video, camera movement, editing, music, and product storyte…

    Trust 79Quality 92design-creative
  • Seedance Prompt Skill2.2K stars

    Seedance 2.0 prompt skill，使用该Skill生成Seedance 2.0 视频提示词

    Trust 82Quality 85media
  • SynCamMaster690 stars

    [ICLR'25] SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints

    Trust 71Quality 44media-automation

Images, video, UI

Design and creative skills

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

  • PySceneDetect5.0K stars

    :movie_camera: Python and OpenCV-based scene cut/transition detection program & library.

    Trust 88Quality 99media-automation
  • L1Stabilizer165 stars

    :movie_camera: Video stabilization using L1-norm optimal camera paths.

    Trust 65Quality 37robotics-iot
  • Ultralytics YOLO DeepSort ByteTrack PyQt GUI451 stars

    a GUI application, which uses YOLOs (YOLOv8, YOLO11, YOLOv13) for Object Detection/Tracking, Human Pose Estim…

    Trust 75Quality 64robotics-iot

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

202

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

188 quality178 maintained

Research

Research and knowledge work

81

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

74 quality68 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

17

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

17 quality15 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

64

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

59 quality55 maintained

Data

Data, BI, and analytics

33

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

32 quality32 maintained

Legal

Legal, policy, and compliance

13

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

13 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

3

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 416 ranked candidates matching "camera-calibration"

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

1

Lidar Camera Calibration

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALRESEARCH

Light-weight camera LiDAR calibration package for ROS using OpenCV and PCL (PnP + LM optimization)

$ npx skills add heethesh/lidar_camera_calibration
678 stars39 quality73 trustExperimental5y 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 RAG and knowledge

CLI + Codex · 4 targets

pythonros
by heetheshDetailsQuick view
2

Extrinsic Lidar Camera Calibration

NEEDS REVIEW · 46TRUST · 71SAFE · EXPERIMENTALRESEARCH

This is a package for extrinsic calibration between a 3D LiDAR and a camera, described in paper: Improvements to Target-Based 3D LiDAR to Camera Calibration. This packag…

$ npx skills add UMich-BipedLab/extrinsic_lidar_camera_calibration
382 stars37 quality71 trustExperimental5y 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 RAG and knowledge

CLI + Codex · 4 targets

matlabrobotics
by UMich-BipedLabDetailsQuick view
3

CalibrationTools

PROMISING · 69TRUST · 77SAFE · REVIEWEDCODING

sensor calibration tools for autonomous driving and robotics

$ npx skills add tier4/CalibrationTools
257 stars48 quality77 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: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

CLI + Codex · 4 targets

c++computer-vision
by tier4DetailsQuick view
4

Lidar Camera Calibrator

NEEDS REVIEW · 43TRUST · 68SAFE · EXPERIMENTALRESEARCH

ROS package to calibrate the extrinsic parameters between LiDAR and Camera.

$ npx skills add HITSZ-NRSL/lidar_camera_calibrator
190 stars35 quality68 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 RAG and knowledge

CLI + Codex · 4 targets

c++ros
by HITSZ-NRSLDetailsQuick view
5

BoofCV

VERIFIEDEXCELLENT · 88TRUST · 84SAFE · REVIEWEDCODING

Fast computer vision library for SFM, calibration, fiducials, tracking, image processing, and more.

$ npx skills add lessthanoptimal/BoofCV
1.2K stars63 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

javacomputer-vision
by lessthanoptimalDetailsQuick view
6

DeepCamera

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · VERIFIEDDESIGN

Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security cam…

$ npx skills add SharpAI/DeepCamera
2.8K stars63 quality86 trustVerifiedClaude Code + OpenAI Agents3mo 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/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Multimodal media

Claude Code + OpenAI Agents · 4 targets

javascriptcomputer-vision
by SharpAIDetailsQuick view
7

Camera

VERIFIEDEXCELLENT · 93TRUST · 85SAFE · REVIEWEDLEGAL

Modern camera app focused on privacy and security with QR & barcode scanning.

$ npx skills add GrapheneOS/Camera
1.3K stars63 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 Legal and compliance

CLI + Codex · 4 targets

javaprivacy
by GrapheneOSDetailsQuick view
8

PhotonCamera

VERIFIEDEXCELLENT · 89TRUST · 82SAFE · REVIEWEDDESIGN

Android Camera that uses Enhanced image processing

$ npx skills add eszdman/PhotonCamera
1.0K stars60 quality82 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 Multimodal media

CLI + Codex · 4 targets

javacomputer-vision
by eszdmanDetailsQuick view
9

UniK3D

PROMISING · 57TRUST · 72SAFE · REVIEWEDCODING

[CVPR 2025] UniK3D: Universal Camera Monocular 3D Estimation

$ npx skills add lpiccinelli-eth/UniK3D
738 stars43 quality72 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythoncomputer-vision
by lpiccinelli-ethDetailsQuick view
10

Lensboy

STRONG · 72TRUST · 78SAFE · REVIEWEDDESIGN

Camera calibration library with spline and parametric distortion models. Maximally powerful, minimally complex.

$ npx skills add Robertleoj/lensboy
217 stars50 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 Multimodal media

CLI + Codex · 4 targets

c++computer-vision
by RobertleojDetailsQuick view
11

Image Projection

STRONG · 71TRUST · 78SAFE · REVIEWEDCODING

image_projection is a ROS package to create various projections from multiple calibrated cameras.

$ npx skills add tu-darmstadt-ros-pkg/image_projection
205 stars50 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 GitHub automation

CLI + Codex · 4 targets

c++ros
by tu-darmstadt-ros-pkgDetailsQuick view
12

Handeye Calib Camodocal

NEEDS REVIEW · 48TRUST · 73SAFE · EXPERIMENTALRESEARCH

Easy to use and accurate hand eye calibration which has been working reliably for years (2016-present) with kinect, kinectv2, rgbd cameras, optical trackers, and several…

$ npx skills add jhu-lcsr/handeye_calib_camodocal
611 stars38 quality73 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 RAG and knowledge

CLI + Codex · 4 targets

c++ros
by jhu-lcsrDetailsQuick view
13

VirtualCam

NEEDS REVIEW · 50TRUST · 71SAFE · EXPERIMENTALDESIGN

Virtual camera is created only using opencv and numpy. It simulates a camera where we can control all its parameters, intrinsic and extrinsic to get a better understandi…

$ npx skills add kaustubh-sadekar/VirtualCam
256 stars36 quality71 trustExperimental6y 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 kaustubh-sadekarDetailsQuick view
14

Robot Calibration

PROMISING · 64TRUST · 74SAFE · REVIEWEDCODING

Generic calibration for robots

$ npx skills add mikeferguson/robot_calibration
481 stars45 quality74 trustReviewed with permission notes6mo 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

c++ros
by mikefergusonDetailsQuick view
15

DREAM

NEEDS REVIEW · 38TRUST · 65SAFE · BLOCKEDCODING

DREAM: Deep Robot-to-Camera Extrinsics for Articulated Manipulators (ICRA 2020)

$ npx skills add NVlabs/DREAM
187 stars35 quality65 trustBlocked for auto-install3y 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

pythonros
by NVlabsDetailsQuick view
16

Crabcamera

STRONG · 76TRUST · 77SAFE · REVIEWEDCODING

Professional desktop camera plugin for Tauri with WebRTC live preview, automated quality validation, and advanced hardware controls. Zero-config cross-platform solution…

$ npx skills add Michael-A-Kuykendall/crabcamera
164 stars49 quality77 trustReviewed2mo 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

CLI + Codex · 4 targets

rustcomputer-vision
by Michael-A-KuykendallDetailsQuick 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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