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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.

  • Emil Design Engineering13K stars

    This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the in…

    Trust 91Quality 100design-creative
  • Review Animations18K stars

    Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering ph…

    Trust 91Quality 100design-creative
  • Apple Design18K stars

    Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or…

    Trust 91Quality 100design-creative

Codex, Claude Code, Cursor

Coding agent skills

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

  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills
  • Remote Sensing Research Radar105 stars

    Remote Sensing Research Radar is a Codex skill designed for tracking research frontiers in geospatial AI, opt…

    Trust 75Quality 66development
  • Geosql571 stars

    Turn Claude/Codex into geospatial analytics agent.

    Trust 87Quality 94data

Documents and knowledge

Research and RAG skills

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

  • Vmprint549 stars

    This layout engine can solve the hardest layout problems imaginable. Its output is DTP grade and deterministi…

    Trust 78Quality 82document-processing
  • CRNN With STN100 stars

    implement CRNN in Keras with Spatial Transformer Network

    Trust 64Quality 35document-processing
  • Spatial Intention Maps108 stars

    Learning multi-agent robotic mobile manipulation with deep reinforcement learning

    Trust 70Quality 40robotics-iot

Crawlers and extraction

Web scraping skills

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

  • Gdal3.Js427 stars

    Convert raster and vector geospatial data to various formats and coordinate systems entirely in the browser.

    Trust 77Quality 72geo-science
  • Maps461 stars

    Repository for all spatial data.

    Trust 68Quality 47geo-science
  • Dropchop254 stars

    :fork_and_knife: browser-based spatial operations

    Trust 67Quality 44geo-science

Slides and decks

PPT and presentation skills

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

  • A5314 stars

    Pentagonal geospatial indexing system DGGS

    Trust 76Quality 73geo-science
  • Lonboard952 stars

    Fast, interactive geospatial data visualization in Jupyter.

    Trust 80Quality 81data-analysis
  • Spatial Mamba207 stars

    [ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion

    Trust 72Quality 43robotics-iot

Prompts, B-roll, explainers

Video creation skills

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

  • Cosmos Transfer2.5684 stars

    Cosmos-Transfer2.5, built on top of Cosmos-Predict2.5, produces high-quality world simulations conditioned on…

    Trust 81Quality 77media-automation
  • MIMO1.6K stars

    Official implementation of "MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling"

    Trust 81Quality 70media-automation
  • SpatialVID570 stars

    [CVPR 2026] SpatialVID: A Large-Scale Video Dataset with Spatial Annotations

    Trust 77Quality 73media-automation

Images, video, UI

Design and creative skills

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

  • SpatialGen394 stars

    [3DV 2026] SpatialGen: Layout-guided 3D Indoor Scene Generation

    Trust 75Quality 71media-automation
  • Kornia11K stars

    🐍 Geometric Computer Vision Library for Spatial AI

    Trust 87Quality 100ml-automation
  • FRESCO783 stars

    [CVPR 2024] FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation

    Trust 70Quality 44media-automation

Analysis and pipelines

Data and analytics skills

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

  • Hale156 stars

    (Spatial) data harmonisation with hale»studio (formerly HUMBOLDT Alignment Editor)

    Trust 73Quality 65data-analysis
  • Koop708 stars

    Transform, query, and download geospatial data on the web.

    Trust 72Quality 69data-analysis
  • Orientdb5.0K stars

    OrientDB is the most versatile DBMS supporting Graph, Document, Reactive, Full-Text and Geospatial models in…

    Trust 85Quality 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

237

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

223 quality217 maintained

Research

Research and knowledge work

67

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

63 quality63 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

60

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

56 quality54 maintained

Data

Data, BI, and analytics

60

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

55 quality52 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

6

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

6 quality6 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 456 ranked candidates matching "spatial-transcriptomics"

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

1

Streamlit Geospatial

VERIFIEDEXCELLENT · 92TRUST · 86SAFE · REVIEWEDCODING

A multi-page streamlit app for geospatial

$ npx skills add opengeos/streamlit-geospatial
1.0K stars63 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 GitHub automation

CLI + Codex · 4 targets

pythongeospatial
by opengeosDetailsQuick view
2

Geospatial Wheels

PROMISING · 66TRUST · 74SAFE · REVIEWEDCODING

Geospatial library wheels for Python on Windows.

$ npx skills add cgohlke/geospatial-wheels
961 stars48 quality74 trustReviewed with permission notes5mo 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

geospatial
by cgohlkeDetailsQuick view
3

Awesome Geospatial

VERIFIEDEXCELLENT · 99TRUST · 87SAFE · REVIEWEDDATA

Long list of geospatial tools and resources

$ npx skills add sacridini/Awesome-Geospatial
5.1K stars68 quality87 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 Data analysis

CLI + Codex · 4 targets

data-analysis
by sacridiniDetailsQuick view
4

Segment Geospatial

VERIFIEDEXCELLENT · 98TRUST · 88SAFE · REVIEWEDDESIGN

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

$ npx skills add opengeos/segment-geospatial
4.0K stars67 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by opengeosDetailsQuick view
5

Squidpy

STRONG · 76TRUST · 79SAFE · REVIEWEDDATA

Spatial Single Cell Analysis in Python

$ npx skills add scverse/squidpy
578 stars53 quality79 trustReviewed1mo 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 Data analysis

CLI + Codex · 4 targets

pythondata-visualization
by scverseDetailsQuick view
6

Geoparquet

VERIFIEDEXCELLENT · 93TRUST · 87SAFE · REVIEWEDCODING

Specification for storing geospatial vector data (point, line, polygon) in Parquet

$ npx skills add opengeospatial/geoparquet
1.1K stars63 quality87 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 GitHub automation

CLI + Codex · 4 targets

pythongeospatial
by opengeospatialDetailsQuick view
7

SpatialVID

STRONG · 73TRUST · 77SAFE · REVIEWEDDESIGN

[CVPR 2026] SpatialVID: A Large-Scale Video Dataset with Spatial Annotations

$ npx skills add NJU-3DV/SpatialVID
570 stars50 quality77 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

pythonvideo-generation
by NJU-3DVDetailsQuick view
8

Geospatial

STRONG · 74TRUST · 78SAFE · EXPERIMENTALDATA

A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.

$ npx skills add opengeos/geospatial
422 stars52 quality78 trustExperimental2mo 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Data analysis

CLI + Codex · 4 targets

dockerfilegis
by opengeosDetailsQuick view
9

SPATA2

NEEDS REVIEW · 37TRUST · 67SAFE · BLOCKEDDATA

A Toolbox for Spatial Transcriptomics Analysis

$ npx skills add theMILOlab/SPATA2
168 stars34 quality67 trustBlocked for auto-install1y 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 Data analysis

CLI + Codex · 4 targets

rdata-analysis
by theMILOlabDetailsQuick view
10

Spatial Mamba

NEEDS REVIEW · 43TRUST · 72SAFE · EXPERIMENTALDESIGN

[ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion

$ npx skills add EdwardChasel/Spatial-Mamba
207 stars35 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 Design and creative

CLI + Codex · 4 targets

pythoncomputer-vision
by EdwardChaselDetailsQuick view
11

Turf

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

A modular geospatial engine written in JavaScript and TypeScript

$ npx skills add Turfjs/turf
10.4K stars71 quality88 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 GitHub automation

CLI + Codex · 4 targets

typescriptgeospatial
by TurfjsDetailsQuick view
12

Tile38

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDCODING

Real-time Geospatial and Geofencing

$ npx skills add tidwall/tile38
9.7K stars70 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 GitHub automation

CLI + Codex · 4 targets

gogeospatial
by tidwallDetailsQuick view
13

H3

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Hexagonal hierarchical geospatial indexing system

$ npx skills add uber/h3
6.3K stars68 quality87 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 GitHub automation

CLI + Codex · 4 targets

cgeospatial
by uberDetailsQuick view
14

Osmnx

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDCODING

Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

$ npx skills add gboeing/osmnx
5.7K stars68 quality89 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 GitHub automation

CLI + Codex · 4 targets

pythongeospatial
by gboeingDetailsQuick view
15

Geemap

VERIFIEDEXCELLENT · 98TRUST · 88SAFE · REVIEWEDCODING

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

$ npx skills add gee-community/geemap
4.0K stars67 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 GitHub automation

CLI + Codex · 4 targets

pythongeospatial
by gee-communityDetailsQuick view
16

Buntdb

VERIFIEDEXCELLENT · 96TRUST · 86SAFE · REVIEWEDCODING

BuntDB is an embeddable, in-memory key/value database for Go with custom indexing and geospatial support

$ npx skills add tidwall/buntdb
4.9K stars65 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 GitHub automation

CLI + Codex · 4 targets

gogeospatial
by tidwallDetailsQuick 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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