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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.

  • BotD1.4K stars

    Free bot detection library that runs in the browser. Detects automation tools and frameworks. No server requi…

    Trust 87Quality 94browser-automation
  • Pentest AI Agents2.1K stars

    Turn Claude Code into your offensive security research assistant. Specialized AI subagents for authorized pen…

    Trust 84Quality 93agent-frameworks
  • Live Forensicator623 stars

    Cross-platform incident response and live forensics toolkit with built-in detection, structured analysis, and…

    Trust 74Quality 71devops

Codex, Claude Code, Cursor

Coding agent skills

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

  • Mex940 stars

    Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.

    Trust 77Quality 78coding-agents
  • Thinking Partner156 stars

    Thinking partner skill for AI agents — 150+ mental models, orientation detection, cognitive operations. Works…

    Trust 77Quality 67github-automation
  • Smart Illustrator489 stars

    AI-powered article illustrations with intelligent position detection and cover learning system. Claude Code S…

    Trust 77Quality 75development

Documents and knowledge

Research and RAG skills

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

  • Text Detection Ctpn3.4K stars

    text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

    Trust 79Quality 70document-processing
  • ExtractPDF4J472 stars

    Java PDF table extraction & OCR library. Extract structured tables from text-based and scanned PDFs using str…

    Trust 69Quality 63document-processing
  • Mmocr4.7K stars

    OpenMMLab Text Detection, Recognition and Understanding Toolbox

    Trust 80Quality 71document-processing

Markets and quant

Finance and trading skills

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

  • Surpriver1.9K stars

    Find big moving stocks before they move using machine learning and anomaly detection

    Trust 80Quality 67finance
  • Crypto AI Trading Bot141 stars

    Crypto liquidity detection & algorithmic trading bot. Order book analysis, stop-loss clusters, liquidity swee…

    Trust 75Quality 62finance
  • Candlestick488 stars

    Candlestick patterns detection.

    Trust 77Quality 75finance

Crawlers and extraction

Web scraping skills

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

  • Playwright Bot Bypass170 stars

    Claude Code skill to bypass bot detection (Google CAPTCHA, etc.)

    Trust 75Quality 70web-automation
  • Httpcloak1.1K stars

    Go HTTP client with browser-identical TLS/HTTP2 fingerprinting. Bypass bot detection by perfectly mimicking C…

    Trust 85Quality 99web-automation
  • Antibot Detector286 stars

    Real-time detection of anti-bot systems, CAPTCHAs & fingerprinting techniques. Identifies Cloudflare, Akamai,…

    Trust 73Quality 68web-automation

Prompts, B-roll, explainers

Video creation skills

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

  • Video Editing Skill142 stars

    OpenClaw/Codex Skill: Auto video editing for talk/vlog videos — speech recognition, sentence splitting, subti…

    Trust 81Quality 83media
  • PySceneDetect5.0K stars

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

    Trust 88Quality 99media-automation
  • Deface1.4K stars

    Video anonymization by face detection

    Trust 79Quality 66media-automation

Images, video, UI

Design and creative skills

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

  • 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
  • Pytorch Grad Cam13K stars

    Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object…

    Trust 90Quality 100ml-automation
  • YoloDotNet781 stars

    YoloDotNet - A C# .NET 8.0 project for Classification, Object Detection, OBB Detection, Segmentation and Pose…

    Trust 79Quality 70robotics-iot

Analysis and pipelines

Data and analytics skills

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

  • Kneed812 stars

    Knee point detection in Python :chart_with_upwards_trend:

    Trust 77Quality 74data-analysis
  • SimpleCVReproduction1.3K stars

    Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

    Trust 84Quality 78robotics-iot
  • PyPOTS2.0K stars

    A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time s…

    Trust 88Quality 100data-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

229

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

227 quality213 maintained

Research

Research and knowledge work

76

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

75 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

18

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

18 quality17 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

71

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

71 quality63 maintained

Data

Data, BI, and analytics

36

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

36 quality33 maintained

Legal

Legal, policy, and compliance

14

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

14 quality12 maintained

Education

Education and tutoring

7

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

7 quality7 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 452 ranked candidates matching "outlier-detection"

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

1

Awesome TS Anomaly Detection

VERIFIEDPROMISING · 64TRUST · 76SAFE · EXPERIMENTALDATA

List of tools & datasets for anomaly detection on time-series data.

$ npx skills add rob-med/awesome-TS-anomaly-detection
3.2K stars51 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 Data analysis

CLI + Codex · 4 targets

data-analysis
by rob-medDetailsQuick view
2

Changedetection.Io

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDMARKETING

Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, a…

$ npx skills add dgtlmoon/changedetection.io
32.0K stars75 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 Content automation

CLI + Codex · 4 targets

pythonweb-automation
by dgtlmoonDetailsQuick view
3

Graph Fraud Detection Papers

VERIFIEDEXCELLENT · 87TRUST · 84SAFE · REVIEWEDDESIGN

A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources

$ npx skills add safe-graph/graph-fraud-detection-papers
1.9K stars62 quality84 trustReviewed3mo 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 Multimodal media

CLI + Codex · 4 targets

machine-learning
by safe-graphDetailsQuick view
4

Anomaly Detection Resources

VERIFIEDEXCELLENT · 95TRUST · 88SAFE · REVIEWEDDESIGN

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

$ npx skills add yzhao062/anomaly-detection-resources
9.3K stars62 quality88 trustReviewed5mo 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 yzhao062DetailsQuick view
5

Tods

VERIFIEDPROMISING · 67TRUST · 77SAFE · EXPERIMENTALDESIGN

TODS: An Automated Time-series Outlier Detection System

$ npx skills add datamllab/tods
1.7K 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by datamllabDetailsQuick view
6

DetectionLab

VERIFIEDSTRONG · 71TRUST · 80SAFE · REVIEWEDCODING

Automate the creation of a lab environment complete with security tooling and logging best practices

$ npx skills add clong/DetectionLab
5.0K stars53 quality80 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 Coding agents

CLI + Codex · 4 targets

htmlterraform
by clongDetailsQuick view
7

Text Detection Ctpn

VERIFIEDSTRONG · 70TRUST · 79SAFE · EXPERIMENTALRESEARCH

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

$ npx skills add eragonruan/text-detection-ctpn
3.4K stars51 quality79 trustExperimental3y 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Document processing

CLI + Codex · 4 targets

pythonocr
by eragonruanDetailsQuick view
8

Face Mask Detection

VERIFIEDPROMISING · 66TRUST · 80SAFE · REVIEWEDRESEARCH

Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

$ npx skills add chandrikadeb7/Face-Mask-Detection
1.6K stars49 quality80 trustReviewed with permission notes3y 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

jupyter-notebookcomputer-vision
by chandrikadeb7DetailsQuick view
9

Emotion Detection

VERIFIEDPROMISING · 66TRUST · 80SAFE · REVIEWEDCODING

Real-time Facial Emotion Detection using deep learning

$ npx skills add atulapra/Emotion-detection
1.4K stars49 quality80 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 GitHub automation

CLI + Codex · 4 targets

pythoncomputer-vision
by atulapraDetailsQuick view
10

Prepare Detection Dataset

VERIFIEDPROMISING · 65TRUST · 77SAFE · EXPERIMENTALDATA

convert dataset to coco/voc format

$ npx skills add spytensor/prepare_detection_dataset
1.1K stars48 quality77 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: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Data analysis

CLI + Codex · 4 targets

pythoncsv
by spytensorDetailsQuick view
11

PyNomaly

PROMISING · 68TRUST · 75SAFE · REVIEWEDDESIGN

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

$ npx skills add vc1492a/PyNomaly
330 stars51 quality75 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by vc1492aDetailsQuick view
12

Pysad

STRONG · 73TRUST · 78SAFE · REVIEWEDDESIGN

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

$ npx skills add selimfirat/pysad
290 stars51 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

pythonmachine-learning
by selimfiratDetailsQuick view
13

Isaac Ros Object Detection

PROMISING · 68TRUST · 75SAFE · REVIEWEDDESIGN

NVIDIA-accelerated, deep learned model support for image space object detection

$ npx skills add NVIDIA-ISAAC-ROS/isaac_ros_object_detection
192 stars47 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: 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++ros
by NVIDIA-ISAAC-ROSDetailsQuick view
14

Chatgpt Comparison Detection

VERIFIEDPROMISING · 61TRUST · 74SAFE · EXPERIMENTALCODING

Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥

$ npx skills add Hello-SimpleAI/chatgpt-comparison-detection
1.4K stars49 quality74 trustExperimentalOpenAI Agents3y 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 Coding agents

OpenAI Agents + CLI · 4 targets

pythonchatbot
by Hello-SimpleAIDetailsQuick view
15

Vehicle Detection

VERIFIEDPROMISING · 60TRUST · 76SAFE · EXPERIMENTALCODING

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

$ npx skills add tatsuyah/vehicle-detection
1.1K stars48 quality76 trustExperimental9y 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

jupyter-notebookcomputer-vision
by tatsuyahDetailsQuick view
16

Doublepulsar Detection Script

VERIFIEDPROMISING · 64TRUST · 79SAFE · EXPERIMENTALCODING

A python2 script for sweeping a network to find windows systems compromised with the DOUBLEPULSAR implant.

$ npx skills add WithSecureLabs/doublepulsar-detection-script
1.0K stars48 quality79 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: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonsecurity
by WithSecureLabsDetailsQuick 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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