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 analysis QuantTrading research SlidesPPT generation DocsPDF parsing ExtractWeb scraping CreativeDesign workflow SportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-16 of 864 ranked candidates matching "tutorial"

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

Tutorial

PROMISING · 62TRUST · 77SAFE · REVIEWEDCODING

Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)

$ npx skills add SalvatoreRa/tutorial

205 stars39 quality77 trustReviewed with permission notesClaude Code9mo 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

jupyter-notebookcomputer-vision

by SalvatoreRaDetailsQuick view

Ffmpeg Libav Tutorial

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDCODING

FFmpeg libav tutorial - learn how media works from basic to transmuxing, transcoding and more. Translations: 🇺🇸 🇨🇳 🇰🇷 🇪🇸 🇻🇳 🇧🇷 🇷🇺

$ npx skills add leandromoreira/ffmpeg-libav-tutorial

11.0K stars71 quality93 trustVerifiedClaude Code19d 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/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

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

Claude Code + CLI · 4 targets

cvideo

by leandromoreiraDetailsQuick view

Leedl Tutorial

VERIFIEDEXCELLENT · 92TRUST · 86SAFE · REVIEWEDCODING

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

$ npx skills add datawhalechina/leedl-tutorial

16.6K stars62 quality86 trustReviewedClaude Code + OpenAI Agents8mo 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 · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + OpenAI Agents · 4 targets

jupyter-notebookmachine-learning

by datawhalechinaDetailsQuick view

Ansible Interactive Tutorial

VERIFIEDPROMISING · 67TRUST · 72SAFE · EXPERIMENTALCODING

Interactive Ansible tutorials with dead simple setup via Docker

$ npx skills add turkenh/ansible-interactive-tutorial

1.5K stars49 quality72 trustExperimentalClaude Code5y 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 · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

shelldevops

by turkenhDetailsQuick view

Tensorflow Tutorial

NEEDS REVIEW · 50TRUST · 70SAFE · EXPERIMENTALCODING

TensorFlow and Deep Learning Tutorials

$ npx skills add wagamamaz/tensorflow-tutorial

729 stars39 quality70 trustExperimentalClaude Code8y 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: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

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

Claude Code + CLI · 4 targets

notebook

by wagamamazDetailsQuick view

Ros Sensor Fusion Tutorial

PROMISING · 55TRUST · 75SAFE · EXPERIMENTALCODING

An in-depth step-by-step tutorial for implementing sensor fusion with robot_localization! 🛰

$ npx skills add methylDragon/ros-sensor-fusion-tutorial

713 stars39 quality75 trustExperimentalClaude Code7y 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

ros

by methylDragonDetailsQuick view

Sars Tutorial

NEEDS REVIEW · 52TRUST · 73SAFE · EXPERIMENTALCODING

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

$ npx skills add mquad/sars_tutorial

344 stars36 quality73 trustExperimentalClaude Code5y 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonmachine-learning

by mquadDetailsQuick view

Pcl Ros Tutorial

NEEDS REVIEW · 49TRUST · 72SAFE · EXPERIMENTALCODING

A fairly in-depth tutorial for the Point Cloud Library (with ROS integration notes!)

$ npx skills add methylDragon/pcl-ros-tutorial

209 stars35 quality72 trustExperimentalClaude Code7y 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

c++ros

by methylDragonDetailsQuick view

Infrastructure As Code Tutorial

VERIFIEDSTRONG · 74TRUST · 81SAFE · EXPERIMENTALCODING

Infrastructure As Code Tutorial. Covers Packer, Terraform, Ansible, Vagrant, Docker, Docker Compose, Kubernetes

$ npx skills add Artemmkin/infrastructure-as-code-tutorial

2.3K stars50 quality81 trustExperimentalClaude Code4y since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

kubernetes

by ArtemmkinDetailsQuick view

Istio Tutorial

VERIFIEDSTRONG · 71TRUST · 82SAFE · REVIEWEDCODING

Istio Tutorial for https://dn.dev/master

$ npx skills add redhat-scholars/istio-tutorial

1.2K stars48 quality82 trustReviewed with permission notesClaude Code2y since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.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 · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

javakubernetes

by redhat-scholarsDetailsQuick view

Hands On Nltk Tutorial

STRONG · 79TRUST · 81SAFE · REVIEWEDDATA

The hands-on NLTK tutorial for NLP in Python

$ npx skills add hb20007/hands-on-nltk-tutorial

571 stars50 quality81 trustReviewedClaude Code3mo 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 · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

jupyter-notebooknotebook

by hb20007DetailsQuick view

Robot Learning Tutorial

STRONG · 74TRUST · 79SAFE · REVIEWEDCODING

All the source code for "Robot Learning: A Tutorial". Get involved to be featured in the next iteration!

$ npx skills add fracapuano/robot-learning-tutorial

546 stars50 quality79 trustReviewed with permission notesClaude Code3mo 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: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

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

Claude Code + CLI · 4 targets

texrobotics

by fracapuanoDetailsQuick view

Astronclaw Tutorial

STRONG · 83TRUST · 82SAFE · REVIEWEDCODING

从零到工作流，掌握 AstronClaw（云端）与 Loomy（桌面）的 AI 助手实战教程 | A complete tutorial to master AstronClaw (cloud AI) & Loomy (desktop AI)

$ npx skills add iflytek/astronclaw-tutorial

411 stars52 quality82 trustReviewedClaude Code21d 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 · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

javascriptai-agents

by iflytekDetailsQuick view

GWA Tutorial

NEEDS REVIEW · 51TRUST · 70SAFE · EXPERIMENTALCODING

A comprehensive tutorial about GWAS and PRS

$ npx skills add MareesAT/GWA_tutorial

997 stars40 quality70 trustExperimentalClaude Code3y 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: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

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

Claude Code + CLI · 4 targets

bioinformatics

by MareesATDetailsQuick view

MuJoCo Tutorial

STRONG · 77TRUST · 80SAFE · REVIEWEDCODING

Tutorial on how to get started with MuJoCo Simulation Platform. MuJoCo stands for Multi-Joint dynamics with Contact. It was acquired and made freely available by DeepMin…

$ npx skills add tayalmanan28/MuJoCo-Tutorial

342 stars48 quality80 trustReviewed with permission notesClaude Code2mo 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

jupyter-notebookrobotics

by tayalmanan28DetailsQuick view

Easy Scraping Tutorial

PROMISING · 55TRUST · 73SAFE · EXPERIMENTALCODING

Simple but useful Python web scraping tutorial code.

$ npx skills add MorvanZhou/easy-scraping-tutorial

814 stars39 quality73 trustExperimentalClaude Code2y 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

jupyter-notebookcrawler

by MorvanZhouDetailsQuick view

Page 1

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

AI Agent Skills Directory

Real skills, grouped by the work your agent needs to finish.

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Coding and developer agents

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Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Tutorial

Ffmpeg Libav Tutorial

Leedl Tutorial

Ansible Interactive Tutorial

Tensorflow Tutorial

Ros Sensor Fusion Tutorial

Sars Tutorial

Pcl Ros Tutorial

Infrastructure As Code Tutorial

Istio Tutorial

Hands On Nltk Tutorial

Robot Learning Tutorial

Astronclaw Tutorial

GWA Tutorial

MuJoCo Tutorial

Easy Scraping Tutorial