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Skill Registry

Find the right skill for the job your agent is doing.

Search by task, platform, trust profile, or GitHub adoption. OpenAgentSkill keeps the interface human-readable and the API ready for agents.

9
Shown
0
Tracks
92
Targets

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

142

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

142 quality142 maintained

Research

Research and knowledge work

41

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

41 quality41 maintained

Finance

Finance and quant workflows

6

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

6 quality6 maintained

Marketing

Marketing and growth automation

4

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

4 quality4 maintained

Design

Design and creative production

11

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

11 quality11 maintained

Data

Data, BI, and analytics

21

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

21 quality21 maintained

Legal

Legal, policy, and compliance

5

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

5 quality5 maintained

Education

Education and tutoring

1

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

1 quality1 maintained

World Cup

Football and World Cup analytics

0

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

0 quality0 maintained

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-9 of 9 ranked candidates matching "notebook"

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

1

Generative AI For Beginners

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDRESEARCH

21 Lessons, Get Started Building with Generative AI

$ npx skills add microsoft/generative-ai-for-beginners
112.0K stars78 quality95 trustVerifiedClaude Code + OpenAI Agents6d 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Agents

Claude Code + OpenAI Agents + CLI

4 install targets

Maintenance

fresh

6d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

jupyter-notebooksemantic-search
by microsoftDetailsQuick view
2

LLMs From Scratch

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDCODING

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

$ npx skills add rasbt/LLMs-from-scratch
97.3K stars78 quality91 trustReviewedClaude Code + OpenAI Agents14d 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 risk, and install availability.Review: License is unclear · License clarity: Unknown
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + OpenAI Agents + CLI

4 install targets

Maintenance

fresh

14d since push

Risk

Safe to try

License is unclear

Gate

review

Reviewed

jupyter-notebookmachine-learning
by rasbtDetailsQuick view
3

ML For Beginners

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDCODING

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

$ npx skills add microsoft/ML-For-Beginners
86.9K stars78 quality95 trustVerifiedClaude Code7d 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

7d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

jupyter-notebookmachine-learning
by microsoftDetailsQuick view
4

AI Agents For Beginners

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDCODING

12 Lessons to Get Started Building AI Agents

$ npx skills add microsoft/ai-agents-for-beginners
67.3K stars77 quality92 trustReviewedClaude Code22d 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 risk, and install availability.Review: Documentation summary is thin · README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

22d since push

Risk

Safe to try

Documentation summary is thin

Gate

review

Reviewed

jupyter-notebookai-agents
by microsoftDetailsQuick view
5

Llm App

VERIFIEDEXCELLENT · 100TRUST · 97SAFE · VERIFIEDDATA

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

$ npx skills add pathwaycom/llm-app
59.4K stars77 quality97 trustVerifiedClaude Code6d 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Database and SQL

I need my agent to inspect database schemas, write SQL, and explain query results.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

6d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

jupyter-notebookrag
by pathwaycomDetailsQuick view
6

AI For Beginners

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDCODING

12 Weeks, 24 Lessons, AI for All!

$ npx skills add microsoft/AI-For-Beginners
48.2K stars76 quality95 trustVerifiedClaude Code6d 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

6d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

jupyter-notebookmachine-learning
by microsoftDetailsQuick view
7

Siyuan

VERIFIEDEXCELLENT · 100TRUST · 98SAFE · VERIFIEDCODING

A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.

$ npx skills add siyuan-note/siyuan
44.5K stars76 quality98 trustVerifiedClaude Code2d 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

2d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

typescriptai-agents
by siyuan-noteDetailsQuick view
8

Google Research

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · REVIEWEDRESEARCH

Google Research

$ npx skills add google-research/google-research
38.1K stars75 quality95 trustReviewedClaude Code1d 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 risk, and install availability.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

1d since push

Risk

Safe to try

Documentation summary is thin

Gate

review

Reviewed

jupyter-notebookmachine-learning
by google-researchDetailsQuick view
9

Data Science For Beginners

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDDATA

10 Weeks, 20 Lessons, Data Science for All!

$ npx skills add microsoft/Data-Science-For-Beginners
35.6K stars75 quality95 trustVerifiedClaude Code6d 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Data analysis

I need my agent to analyze CSV data, produce insights, and explain trends.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

6d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

jupyter-notebookdata-analysis
by microsoftDetailsQuick view