Star200+

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.

  • Comfyui Mesh116 stars

    Split FLUX.2 and LTX 2.3 across two GPUs (LAN or same-machine) — NVENC compresses activations live on the wir…

    Trust 75Quality 61media-automation
  • Cobrapy568 stars

    COBRApy is a package for constraint-based modeling of metabolic networks.

    Trust 78Quality 76geo-science
  • Drago1.1K stars

    ☁️ Securely connect anything with WireGuard® and manage all your networks from a single place.

    Trust 78Quality 65robotics-iot

Codex, Claude Code, Cursor

Coding agent skills

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

  • Rune80 stars

    Less skills. Deeper connections. A lean, interconnected skill ecosystem for Claude Code.

    Trust 77Quality 70development
  • Kweaver Dip297 stars

    KWeaver DIP is an enterprise-level digital employee platform, built on KWeaver Core. It provides an AI-native…

    Trust 78Quality 79agent-skills
  • AgentsMesh2.2K stars

    The AI Agent Workforce Platform — where teams scale beyond headcount. Give every team member an AI agent squa…

    Trust 81Quality 91agent-frameworks

Documents and knowledge

Research and RAG skills

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

  • WorkMesh104 stars

    Open-source AI-era employment platform connecting skills, jobs, enterprises, governance, and AI agents.

    Trust 78Quality 68rag-knowledge
  • Kimai4.7K stars

    Kimai is the #1 open-source time-tracking application. From freelancers to companies and organisations - ever…

    Trust 88Quality 100document-processing
  • Gowall2.3K stars

    A tool to convert a Wallpaper's color scheme / palette, OCR with VLM's Traditional & Hybrid, Image Compressio…

    Trust 84Quality 96document-processing

Markets and quant

Finance and trading skills

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

  • MT5 Exposure Mesh Analyzer151 stars

    Best Multi-Asset Correlation Heatmap & Risk Matrix for MetaTrader 2026

    Trust 74Quality 68finance
  • Bittensor1.5K stars

    Internet-scale Neural Networks

    Trust 85Quality 94web3-analytics
  • Ztm501 stars

    ZTM (Zero Trust Mesh) is a privacy-first open-source decentralized end-to-end encrypted software defined netw…

    Trust 79Quality 75web3-analytics

Crawlers and extraction

Web scraping skills

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

  • Football Graphs136 stars

    Graphs and passing networks in football.

    Trust 76Quality 66sports-analytics

Prompts, B-roll, explainers

Video creation skills

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

  • Cnn Explainer9.0K stars

    Learning Convolutional Neural Networks with Interactive Visualization.

    Trust 79Quality 74ml-automation
  • ISeeBetter382 stars

    iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Pyth…

    Trust 78Quality 80media-automation
  • Recurrent Interface Network Pytorch209 stars

    Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video with…

    Trust 77Quality 71media-automation

Images, video, UI

Design and creative skills

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

  • Jetson Inference8.9K stars

    Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT a…

    Trust 86Quality 87ml-automation
  • ComfyUI 3D Pack3.8K stars

    An extensive node suite that enables ComfyUI to process 3D inputs (Mesh & UV Texture, etc) using cutting edge…

    Trust 86Quality 87ml-automation
  • Meshroom13K stars

    Node-based Visual Programming Toolbox

    Trust 85Quality 100automation

Analysis and pipelines

Data and analytics skills

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

  • Sqlmesh3.1K stars

    Scalable and efficient data transformation framework - backwards compatible with dbt.

    Trust 86Quality 97data-analysis
  • The Complete FAANG Preparation12K stars

    Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Bab…

    Trust 87Quality 100data-analysis
  • Dataplane357 stars

    Dataplane is an Airflow inspired unified data platform with additional data mesh and RPA capability to automa…

    Trust 73Quality 62automation

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

225

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

224 quality207 maintained

Research

Research and knowledge work

72

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

72 quality70 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 quality16 maintained

Marketing

Marketing and growth automation

13

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

13 quality13 maintained

Design

Design and creative production

79

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

79 quality57 maintained

Data

Data, BI, and analytics

37

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

37 quality37 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

4

Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics.

4 quality4 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 453 ranked candidates matching "mesh-networks"

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

1

MeshCNN

VERIFIEDPROMISING · 67TRUST · 77SAFE · EXPERIMENTALDESIGN

Convolutional Neural Network for 3D meshes in PyTorch

$ npx skills add ranahanocka/MeshCNN
1.7K stars49 quality77 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: 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 ranahanockaDetailsQuick view
2

Meshroom

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDDESIGN

Node-based Visual Programming Toolbox

$ npx skills add alicevision/Meshroom
12.8K stars72 quality85 trustReviewed with permission notes2mo 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

pythonworkflow
by alicevisionDetailsQuick view
3

Chaos Mesh

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

A Chaos Engineering Platform for Kubernetes.

$ npx skills add chaos-mesh/chaos-mesh
7.8K stars69 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 Testing and QA

CLI + Codex · 4 targets

gokubernetes
by chaos-meshDetailsQuick view
4

AgentsMesh

VERIFIEDEXCELLENT · 91TRUST · 81SAFE · REVIEWEDCODING

The AI Agent Workforce Platform — where teams scale beyond headcount. Give every team member an AI agent squad.

$ npx skills add AgentsMesh/AgentsMesh
2.2K stars65 quality81 trustReviewed with permission notesClaude Code + OpenAI Agents2mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

Claude Code + OpenAI Agents · 4 targets

goai-agents
by AgentsMeshDetailsQuick view
5

Capsule Networks

VERIFIEDPROMISING · 62TRUST · 76SAFE · EXPERIMENTALDESIGN

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

$ npx skills add gram-ai/capsule-networks
1.8K stars49 quality76 trustExperimental8y 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by gram-aiDetailsQuick view
6

Efficient Segmentation Networks

VERIFIEDPROMISING · 64TRUST · 79SAFE · REVIEWEDCODING

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CG…

$ npx skills add xiaoyufenfei/Efficient-Segmentation-Networks
1.0K stars48 quality79 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 xiaoyufenfeiDetailsQuick view
7

Kmesh

STRONG · 77TRUST · 79SAFE · REVIEWEDCODING

High Performance ServiceMesh Data Plane Based on eBPF and Programmable Kernel

$ npx skills add kmesh-net/kmesh
731 stars54 quality79 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

gokubernetes
by kmesh-netDetailsQuick view
8

GraphNeuralNetworks.Jl

STRONG · 73TRUST · 77SAFE · REVIEWEDDESIGN

Graph Neural Networks in Julia

$ npx skills add JuliaGraphs/GraphNeuralNetworks.jl
302 stars51 quality77 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

juliamachine-learning
by JuliaGraphsDetailsQuick view
9

Go Spacemesh

PROMISING · 62TRUST · 76SAFE · REVIEWEDCODING

Go Implementation of the Spacemesh protocol full node. 💾⏰💪

$ npx skills add spacemeshos/go-spacemesh
776 stars43 quality76 trustReviewed with permission notes9mo 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

goblockchain
by spacemeshosDetailsQuick view
10

Mesh Tools

STRONG · 73TRUST · 76SAFE · REVIEWEDRESEARCH

Tools and Messages for Annotated 3D Triangle Meshes in ROS

$ npx skills add naturerobots/mesh_tools
279 stars51 quality76 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 RAG and knowledge

CLI + Codex · 4 targets

c++ros
by naturerobotsDetailsQuick view
11

AgentMesh

STRONG · 70TRUST · 77SAFE · REVIEWEDCODING

A Multi-Agent framework that enables AI agents to collaborate effectively, helping you build powerful agent teams for solving complex tasks.

$ npx skills add MinimalFuture/AgentMesh
294 stars48 quality77 trustReviewed with permission notes4mo 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

pythonllm
by MinimalFutureDetailsQuick view
12

Polymesh

STRONG · 70TRUST · 77SAFE · REVIEWEDCODING

Node for Polymesh Blockchain

$ npx skills add PolymeshAssociation/Polymesh
168 stars49 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

rustblockchain
by PolymeshAssociationDetailsQuick view
13

Meshery

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Meshery, the cloud native manager

$ npx skills add meshery/meshery
10.7K stars71 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

typescriptkubernetes
by mesheryDetailsQuick view
14

Sqlmesh

VERIFIEDEXCELLENT · 97TRUST · 86SAFE · REVIEWEDDATA

Scalable and efficient data transformation framework - backwards compatible with dbt.

$ npx skills add SQLMesh/sqlmesh
3.1K stars66 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 Database and SQL

CLI + Codex · 4 targets

pythonsql
by SQLMeshDetailsQuick view
15

Meshbird

VERIFIEDEXCELLENT · 91TRUST · 83SAFE · REVIEWEDLEGAL

Distributed private networking

$ npx skills add meshbird/meshbird
3.5K stars60 quality83 trustReviewed5mo 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

goprivacy
by meshbirdDetailsQuick view
16

Meshtastic Android

VERIFIEDEXCELLENT · 95TRUST · 86SAFE · REVIEWEDCODING

Android application for Meshtastic

$ npx skills add meshtastic/Meshtastic-Android
1.7K stars64 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

kotliniot
by meshtasticDetailsQuick 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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