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.

  • Core13K stars

    A toolchain for building scalable, enterprise-ready component systems on top of TypeScript and Web Component…

    Trust 86Quality 100design-creative
  • FedML4.0K stars

    FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federate…

    Trust 84Quality 89agent-frameworks
  • Ray43K stars

    Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for acceler…

    Trust 90Quality 100ml-automation

Codex, Claude Code, Cursor

Coding agent skills

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

  • Cc Connect12K stars

    Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark, D…

    Trust 83Quality 100coding-agents
  • Relay766 stars

    Headless Slack for agents. A hosted messaging store + router with fast retrieval

    Trust 82Quality 80agent-skills
  • AI Maestro738 stars

    AI Agent Orchestrator with Skills System - Give AI Agents superpowers: memory search, code graph queries, age…

    Trust 82Quality 80agent-skills

Documents and knowledge

Research and RAG skills

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

  • Vearch2.3K stars

    Distributed vector search for AI-native applications

    Trust 85Quality 99data
  • Seatunnel9.4K stars

    SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

    Trust 89Quality 100rag-knowledge
  • OpenSearch13K stars

    🔎 Open source distributed and RESTful search engine.

    Trust 88Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • Quickfixj1.1K stars

    QuickFIX/J is a full featured messaging engine for the FIX protocol. - This is the official project repositor…

    Trust 83Quality 88finance
  • Blockchain Guide7.1K stars

    Introduce technologies on blockchain and distributed ledger, from theory to practice with bitcoin, ethereum a…

    Trust 86Quality 96finance

Crawlers and extraction

Web scraping skills

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

  • Crawlab12K stars

    Distributed web crawler admin platform for spiders management regardless of languages and frameworks. 分布式爬虫管理…

    Trust 88Quality 98web-automation
  • ScopeSentry1.5K stars

    ScopeSentry-Cyberspace mapping, subdomain enumeration, port scanning, sensitive information discovery, vulner…

    Trust 84Quality 89web-automation
  • Haipproxy5.5K stars

    :sparkling_heart: High available distributed ip proxy pool, powerd by Scrapy and Redis

    Trust 81Quality 72web-automation

Images, video, UI

Design and creative skills

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

  • DeepSpeed43K stars

    DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficie…

    Trust 90Quality 100ml-automation
  • LightGBM18K stars

    A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on dec…

    Trust 90Quality 100ml-automation
  • Paddle24K stars

    PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性…

    Trust 89Quality 100ml-automation

Analysis and pipelines

Data and analytics skills

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

  • Dungbeetle1.2K stars

    A distributed job server built specifically for queuing and executing heavy SQL read jobs asynchronously. Sep…

    Trust 86Quality 90data-analysis
  • Shardingsphere21K stars

    Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Database…

    Trust 89Quality 100data-analysis
  • Trino13K stars

    Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (htt…

    Trust 88Quality 100data-analysis

SEO and content

Marketing and growth skills

SEO, content research, growth workflows, social listening, campaign analysis, and publishing helpers.

  • Notify3.7K stars

    A dead simple Go library for sending notifications to various messaging services.

    Trust 88Quality 98productivity-automation
  • Pingme853 stars

    PingMe - A unified CLI and web service for sending notifications across multiple messaging platforms

    Trust 77Quality 78productivity-automation

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.

225 quality221 maintained

Research

Research and knowledge work

77

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

77 quality76 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 quality15 maintained

Marketing

Marketing and growth automation

12

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

12 quality12 maintained

Design

Design and creative production

54

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

54 quality51 maintained

Data

Data, BI, and analytics

45

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

45 quality43 maintained

Legal

Legal, policy, and compliance

19

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

19 quality17 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

3

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

3 quality3 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 447 ranked candidates matching "distributed-messaging"

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

1

Tensorflow

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

An Open Source Machine Learning Framework for Everyone

$ npx skills add tensorflow/tensorflow
195.7K stars78 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 Multimodal media

CLI + Codex · 4 targets

c++machine-learning
by tensorflowDetailsQuick view
2

Etcd

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDCODING

Distributed reliable key-value store for the most critical data of a distributed system

$ npx skills add etcd-io/etcd
51.8K stars76 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 Database and SQL

CLI + Codex · 4 targets

gokubernetes
by etcd-ioDetailsQuick view
3

Ray

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

$ npx skills add ray-project/ray
42.9K stars76 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 GitHub automation

CLI + Codex · 4 targets

pythonmachine-learning
by ray-projectDetailsQuick view
4

Milvus

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDDATA

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

$ npx skills add milvus-io/milvus
44.8K stars76 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 Database and SQL

CLI + Codex · 4 targets

gorag
by milvus-ioDetailsQuick view
5

Seaweedfs

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDCODING

SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effor…

$ npx skills add seaweedfs/seaweedfs
32.9K stars75 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 Coding agents

CLI + Codex · 4 targets

gokubernetes
by seaweedfsDetailsQuick view
6

Surrealdb

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDCODING

A scalable, distributed, collaborative, document-graph database, for the realtime web

$ npx skills add surrealdb/surrealdb
32.4K stars75 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

rustdeveloper-tools
by surrealdbDetailsQuick view
7

Cockroach

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDDATA

CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.

$ npx skills add cockroachdb/cockroach
32.2K stars75 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Database and SQL

CLI + Codex · 4 targets

gosql
by cockroachdbDetailsQuick view
8

Anoma

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDFINANCE

Reference implementation of Anoma

$ npx skills add anoma/anoma
33.8K stars75 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 Finance and quant

CLI + Codex · 4 targets

elixirblockchain
by anomaDetailsQuick view
9

Conductor

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents

$ npx skills add conductor-oss/conductor
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 Coding agents

CLI + Codex · 4 targets

javaworkflow
by conductor-ossDetailsQuick view
10

Xgboost

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask,…

$ npx skills add dmlc/xgboost
28.5K stars74 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 GitHub automation

CLI + Codex · 4 targets

c++machine-learning
by dmlcDetailsQuick view
11

Signoz

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, New…

$ npx skills add SigNoz/signoz
27.4K stars74 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

typescriptobservability
by SigNozDetailsQuick view
12

Paddle

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDDESIGN

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

$ npx skills add PaddlePaddle/Paddle
24.0K stars74 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 Multimodal media

CLI + Codex · 4 targets

c++machine-learning
by PaddlePaddleDetailsQuick view
13

Jaeger

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

CNCF Jaeger, a Distributed Tracing Platform

$ npx skills add jaegertracing/jaeger
22.9K stars74 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

goobservability
by jaegertracingDetailsQuick view
14

Shardingsphere

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDDATA

Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.

$ npx skills add apache/shardingsphere
20.7K stars73 quality89 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 Database and SQL

CLI + Codex · 4 targets

javadata-pipeline
by apacheDetailsQuick view
15

LightGBM

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and…

$ npx skills add lightgbm-org/LightGBM
18.5K stars73 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 Multimodal media

CLI + Codex · 4 targets

c++machine-learning
by lightgbm-orgDetailsQuick view
16

Ceph

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDCODING

Ceph is a distributed object, block, and file storage platform

$ npx skills add ceph/ceph
16.7K stars73 quality84 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 Coding agents

CLI + Codex · 4 targets

c++kubernetes
by cephDetailsQuick 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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