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.

  • Frontend Design166K stars

    Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product…

    Trust 88Quality 100design-creative
  • Agent skills that teach AI coding assistants how to build Angular apps with popular UI component libraries.

    Trust 76Quality 66coding-agents
  • Dokploy36K stars

    Open Source Alternative to Vercel, Netlify and Heroku.

    Trust 85Quality 100devops

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.

  • Agent Skill that transforms AI assistants into expert economics paper writers. Synthesizes 50+ guides by Coch…

    Trust 85Quality 94research
  • Deep learned, NVIDIA-accelerated 3D object pose estimation

    Trust 78Quality 78robotics-iot
  • ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"

    Trust 73Quality 48robotics-iot

Markets and quant

Finance and trading skills

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

  • The algorithm to calculate Triangular Arbitrage with depth on Centralised exchanges.

    Trust 72Quality 40web3-analytics
  • Vetix57 stars

    Vetix — Automated scanning, identification, and assessment of SKILL security risks.

    Trust 77Quality 68utility

Crawlers and extraction

Web scraping skills

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

  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation
  • Webapp Testing166K stars

    Use Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and…

    Trust 87Quality 100browser-automation
  • Skills22 stars

    Agent skills for motion craft from SoraLabs — animating-icons & motion-meaning

    Trust 76Quality 64design-creative

Slides and decks

PPT and presentation skills

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

  • 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
  • Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact ter…

    Trust 91Quality 100design-creative
  • Codex Skill: 73 brand-inspired DESIGN.md templates for AI coding assistants | 为 AI 编码助手注入品牌级设计直觉

    Trust 74Quality 61design-creative

Prompts, B-roll, explainers

Video creation skills

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

  • DepthFlow1.4K stars

    🌊 Images to parallax effect videos

    Trust 85Quality 94robotics-iot
  • It is a simple python tool to extract key-frames from a video file using peak estimation from frame differenc…

    Trust 68Quality 43robotics-iot

Images, video, UI

Design and creative skills

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

  • Lightweight Stable Diffusion v 2.1 web UI: txt2img, img2img, depth2img, inpaint and upscale4x.

    Trust 73Quality 48media-automation
  • a GUI application, which uses YOLOs (YOLOv8, YOLO11, YOLOv13) for Object Detection/Tracking, Human Pose Estim…

    Trust 75Quality 64robotics-iot
  • RGBD-3DGS-SLAM is a monocular SLAM system leveraging 3D Gaussian Splatting (3DGS) for accurate point cloud an…

    Trust 69Quality 47robotics-iot

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

228

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

195 quality183 maintained

Research

Research and knowledge work

68

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

67 quality66 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

15

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

15 quality14 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

65

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

59 quality53 maintained

Data

Data, BI, and analytics

38

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

34 quality33 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 428 ranked candidates matching "depth-estimation"

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

1

Monodepth2

VERIFIEDPROMISING · 66TRUST · 76SAFE · REVIEWEDDESIGN

[ICCV 2019] Monocular depth estimation from a single image

$ npx skills add nianticlabs/monodepth2
4.5K stars52 quality76 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: 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-notebookcomputer-vision
by nianticlabsDetailsQuick view
2

UniDepth

VERIFIEDPROMISING · 60TRUST · 76SAFE · EXPERIMENTALCODING

Universal Monocular Metric Depth Estimation

$ npx skills add lpiccinelli-eth/UniDepth
1.2K stars48 quality76 trustExperimental1y 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

pythoncomputer-vision
by lpiccinelli-ethDetailsQuick view
3

Self Supervised Depth Completion

NEEDS REVIEW · 48TRUST · 73SAFE · EXPERIMENTALRESEARCH

ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"

$ npx skills add fangchangma/self-supervised-depth-completion
653 stars38 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 Document processing

CLI + Codex · 4 targets

pythoncomputer-vision
by fangchangmaDetailsQuick view
4

MonoDepth PyTorch

NEEDS REVIEW · 43TRUST · 69SAFE · BLOCKEDCODING

Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch

$ npx skills add OniroAI/MonoDepth-PyTorch
553 stars38 quality69 trustBlocked for auto-install8y 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

pythoncomputer-vision
by OniroAIDetailsQuick view
5

Sc Depth Pl

NEEDS REVIEW · 47TRUST · 71SAFE · EXPERIMENTALCODING

SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation Webpage:https://jiawangbian.github.io/sc_depth_pl/

$ npx skills add JiawangBian/sc_depth_pl
486 stars38 quality71 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 GitHub automation

CLI + Codex · 4 targets

pythoncomputer-vision
by JiawangBianDetailsQuick view
6

Unsupervised Depth Completion Visual Inertial Odometry

NEEDS REVIEW · 38TRUST · 67SAFE · BLOCKEDDESIGN

Tensorflow and PyTorch implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

$ npx skills add alexklwong/unsupervised-depth-completion-visual-inertial-odometry
195 stars35 quality67 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 Multimodal media

CLI + Codex · 4 targets

pythoncomputer-vision
by alexklwongDetailsQuick view
7

Realtime Multi Person Pose Estimation

VERIFIEDPROMISING · 67TRUST · 75SAFE · EXPERIMENTALCODING

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

$ npx skills add ZheC/Realtime_Multi-Person_Pose_Estimation
5.1K stars53 quality75 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 Coding agents

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by ZheCDetailsQuick view
8

DepthFlow

VERIFIEDEXCELLENT · 94TRUST · 85SAFE · REVIEWEDDESIGN

🌊 Images to parallax effect videos

$ npx skills add BrokenSource/DepthFlow
1.4K stars64 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 Multimodal media

CLI + Codex · 4 targets

pythoncomputer-vision
by BrokenSourceDetailsQuick 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

Sparse To Dense

NEEDS REVIEW · 42TRUST · 67SAFE · BLOCKEDDESIGN

ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)

$ npx skills add fangchangma/sparse-to-dense
444 stars37 quality67 trustBlocked for auto-install8y 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 Multimodal media

CLI + Codex · 4 targets

luacomputer-vision
by fangchangmaDetailsQuick view
11

Isaac Ros Pose Estimation

STRONG · 78TRUST · 78SAFE · REVIEWEDRESEARCH

Deep learned, NVIDIA-accelerated 3D object pose estimation

$ npx skills add NVIDIA-ISAAC-ROS/isaac_ros_pose_estimation
475 stars52 quality78 trustReviewed27d 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 RAG and knowledge

CLI + Codex · 4 targets

c++ros
by NVIDIA-ISAAC-ROSDetailsQuick view
12

MINE

NEEDS REVIEW · 46TRUST · 70SAFE · EXPERIMENTALCODING

Code and models for our ICCV 2021 paper "MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis"

$ npx skills add vincentfung13/MINE
423 stars37 quality70 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 Coding agents

CLI + Codex · 4 targets

pythoncomputer-vision
by vincentfung13DetailsQuick view
13

Depthai Ros

STRONG · 74TRUST · 77SAFE · REVIEWEDCODING

Official ROS Driver for DepthAI Sensors.

$ npx skills add luxonis/depthai-ros
350 stars52 quality77 trustReviewed with permission notes1mo 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 luxonisDetailsQuick view
14

Footprints

NEEDS REVIEW · 39TRUST · 67SAFE · BLOCKEDCODING

[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image

$ npx skills add nianticlabs/footprints
220 stars35 quality67 trustBlocked for auto-install4y 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

pythoncomputer-vision
by nianticlabsDetailsQuick view
15

Flame

NEEDS REVIEW · 43TRUST · 69SAFE · EXPERIMENTALCODING

FLaME: Fast Lightweight Mesh Estimation

$ npx skills add robustrobotics/flame
212 stars35 quality69 trustExperimental9y 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 Coding agents

CLI + Codex · 4 targets

c++computer-vision
by robustroboticsDetailsQuick view
16

Keras Realtime Multi Person Pose Estimation

NEEDS REVIEW · 44TRUST · 68SAFE · BLOCKEDDATA

Keras version of Realtime Multi-Person Pose Estimation project

$ npx skills add michalfaber/keras_Realtime_Multi-Person_Pose_Estimation
783 stars39 quality68 trustBlocked for auto-install7y 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

jupyter-notebookcomputer-vision
by michalfaberDetailsQuick 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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