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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.

  • Low Level Dev Skills139 stars

    A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, and Zig toolchains…

    Trust 83Quality 85development
  • AI Agents From Scratch4.3K stars

    Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function cal…

    Trust 88Quality 99agent-frameworks
  • Senpi Skills107 stars

    Open-source AI agent skills + 80+ strategy templates for autonomous trading on Hyperliquid — build, deploy, a…

    Trust 84Quality 86finance-quant

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
  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills
  • Agentic Stack2.1K stars

    One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code,…

    Trust 88Quality 96development

Documents and knowledge

Research and RAG skills

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

  • Cognee30K stars

    Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory acro…

    Trust 90Quality 100rag-knowledge
  • Memsearch2.1K stars

    A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and M…

    Trust 84Quality 96rag-knowledge
  • Haystack26K stars

    Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. De…

    Trust 90Quality 100data

Crawlers and extraction

Web scraping skills

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

  • RuVector4.3K stars

    RuVector is a High Performance, Real-Time, Self-Learning Ai, Vector GNN, Memory DB built in Rust.

    Trust 88Quality 99document-processing
  • Libvips11K stars

    A fast image processing library with low memory needs.

    Trust 87Quality 100document-processing
  • Openrecall2.9K stars

    OpenRecall is a fully open-source, privacy-first alternative to proprietary solutions like Microsoft's Window…

    Trust 84Quality 88document-processing

Prompts, B-roll, explainers

Video creation skills

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

  • Matrix Game2.2K stars

    Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory

    Trust 86Quality 93media-automation
  • Video Use17K stars

    Edit videos with coding agents

    Trust 88Quality 100media

Images, video, UI

Design and creative skills

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

  • VisionMamba495 stars

    Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with B…

    Trust 77Quality 81ml-automation
  • TransformerEngine3.4K stars

    A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point…

    Trust 88Quality 100ml-automation
  • Skills For Architects292 stars

    Claude Code skills for architecture, real estate, and workplace strategy. Type /skill-name and go.

    Trust 82Quality 91design-creative

Analysis and pipelines

Data and analytics skills

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

  • Hyrise867 stars

    Hyrise is a research in-memory database.

    Trust 77Quality 78data-analysis
  • Xorq520 stars

    Executable memory system for tabular data work

    Trust 77Quality 75data-analysis
  • WrenAI16K stars

    Give AI agents the context to query business data correctly through the open context layer that gives AI agen…

    Trust 85Quality 100data

SEO and content

Marketing and growth skills

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

  • Aaron Marketing Skills2.5K stars

    38 marketing skills + 5 commands for Claude Code & 35+ AI agents: SEO/GEO + influencer marketing (IMPACT). Fr…

    Trust 89Quality 100productivity
  • Alook961 stars

    The collaboration layer for your AI workforce. Run a team of AI agents that coordinate over email, share memo…

    Trust 82Quality 81agent-frameworks
  • Khazix Skills18K stars

    数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: neat-freak 洁癖 (docs/memory closeout), hv-analysis, khazix-writer & mo…

    Trust 93Quality 100utility

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

230

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

230 quality225 maintained

Research

Research and knowledge work

97

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

97 quality95 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

14

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

14 quality14 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

52

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

52 quality52 maintained

Data

Data, BI, and analytics

39

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

39 quality38 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
FinanceStock analysisQuantTrading researchSlidesPPT generationDocsPDF parsingExtractWeb scrapingCreativeDesign workflowSportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 448 ranked candidates matching "in-memory"

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

1

Memgraph

VERIFIEDEXCELLENT · 97TRUST · 84SAFE · REVIEWEDDATA

High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.

$ npx skills add memgraph/memgraph
4.3K stars67 quality84 trustReviewed17d 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

c++ai-agents
by memgraphDetailsQuick view
2

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
3

Agentmemory

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

#1 Persistent memory for AI coding agents based on real-world benchmarks

$ npx skills add rohitg00/agentmemory
23.4K stars74 quality88 trustReviewedClaude Code + OpenAI Agents2mo 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

Claude Code + OpenAI Agents · 4 targets

typescriptcoding-agent
by rohitg00DetailsQuick view
4

TencentDB Agent Memory

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDCODING

TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline, with zero external API dependencies.

$ npx skills add Tencent/TencentDB-Agent-Memory
9.1K stars69 quality85 trustReviewed18d 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 GitHub automation

CLI + Codex · 4 targets

typescriptai-agents
by TencentDetailsQuick view
5

Hyrise

STRONG · 78TRUST · 77SAFE · REVIEWEDDATA

Hyrise is a research in-memory database.

$ npx skills add hyrise/hyrise
867 stars54 quality77 trustReviewed with permission notes2mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Database and SQL

CLI + Codex · 4 targets

c++sql
by hyriseDetailsQuick view
6

Memory Lancedb Pro

VERIFIEDEXCELLENT · 94TRUST · 81SAFE · REVIEWEDCODING

Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI

$ npx skills add CortexReach/memory-lancedb-pro
4.4K stars67 quality81 trustReviewed with permission notes2mo 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

CLI + Codex · 4 targets

javascriptrag
by CortexReachDetailsQuick view
7

OpenMemory

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDRESEARCH

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

$ npx skills add CaviraOSS/OpenMemory
4.2K stars67 quality86 trustReviewedClaude Code + OpenAI Agents2mo 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 RAG and knowledge

Claude Code + OpenAI Agents · 4 targets

typescriptvector-search
by CaviraOSSDetailsQuick view
8

Kernel Memory

VERIFIEDEXCELLENT · 96TRUST · 86SAFE · REVIEWEDRESEARCH

Research project. A Memory solution for users, teams, and applications.

$ npx skills add microsoft/kernel-memory
2.2K stars65 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 RAG and knowledge

CLI + Codex · 4 targets

c#semantic-search
by microsoftDetailsQuick view
9

Memory Os

VERIFIEDEXCELLENT · 93TRUST · 85SAFE · REVIEWEDRESEARCH

A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. R…

$ npx skills add ClaudioDrews/memory-os
1.1K stars63 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 RAG and knowledge

CLI + Codex · 4 targets

pythonvector-search
by ClaudioDrewsDetailsQuick view
10

Typesense

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building de…

$ npx skills add typesense/typesense
26.1K 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 RAG and knowledge

CLI + Codex · 4 targets

c++semantic-search
by typesenseDetailsQuick view
11

Awesome AI Memory

STRONG · 84TRUST · 81SAFE · REVIEWEDRESEARCH

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system des…

$ npx skills add IAAR-Shanghai/Awesome-AI-Memory
978 stars55 quality81 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 RAG and knowledge

CLI + Codex · 4 targets

pythonrag
by IAAR-ShanghaiDetailsQuick view
12

Dataframe

VERIFIEDEXCELLENT · 93TRUST · 85SAFE · REVIEWEDCODING

Kotlin DataFrame: typesafe in-memory structured data processing for JVM

$ npx skills add Kotlin/dataframe
1.0K stars63 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

kotlindata-analysis
by KotlinDetailsQuick view
13

Agent Memory Techniques

STRONG · 76TRUST · 81SAFE · REVIEWEDCODING

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Z…

$ npx skills add NirDiamant/Agent_Memory_Techniques
531 stars53 quality81 trustReviewedClaude Code + OpenAI Agents2mo 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

Claude Code + OpenAI Agents · 4 targets

jupyter-notebookai-agents
by NirDiamantDetailsQuick view
14

Chromem Go

STRONG · 78TRUST · 79SAFE · REVIEWEDRESEARCH

Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.

$ npx skills add philippgille/chromem-go
974 stars55 quality79 trustReviewed with permission notes3mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge

CLI + Codex · 4 targets

govector-search
by philippgilleDetailsQuick view
15

Grafeo

STRONG · 77TRUST · 79SAFE · REVIEWEDRESEARCH

Grafeo is a pure-Rust, high-performance graph database that can be embedded as a library or run as a standalone database, with optional in-memory or persistent storage.…

$ npx skills add GrafeoDB/grafeo
669 stars53 quality79 trustReviewed with permission notes2mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge

CLI + Codex · 4 targets

rustknowledge-graph
by GrafeoDBDetailsQuick view
16

Rememory

VERIFIEDEXCELLENT · 94TRUST · 85SAFE · REVIEWEDLEGAL

a digital safe with multiple keys, held by people you trust

$ npx skills add eljojo/rememory
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 Legal and compliance

CLI + Codex · 4 targets

goprivacy
by eljojoDetailsQuick 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.

Try the agent resolve API