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 711 ranked candidates matching "generative-ai"

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

Learn Generative AI

NEEDS REVIEW · 50TRUST · 71SAFE · EXPERIMENTALCODING

Learn Cloud Applied Generative AI Engineering (GenEng) using OpenAI, Gemini, Streamlit, Containers, Serverless, Postgres, LangChain, Pinecone, and Next.js

$ npx skills add panaverse/learn-generative-ai

794 stars39 quality71 trustExperimentalClaude Code + OpenAI Agents2y 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 + OpenAI Agents · 4 targets

pythonterraform

by panaverseDetailsQuick view

Awesome Generative AI

VERIFIEDEXCELLENT · 89TRUST · 85SAFE · REVIEWEDRESEARCH

A curated list of Generative AI tools, works, models, and references

$ npx skills add filipecalegario/awesome-generative-ai

3.5K stars56 quality85 trustReviewedClaude Code + OpenAI Agents7mo 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.

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + OpenAI Agents · 4 targets

semantic-search

by filipecalegarioDetailsQuick view

RAG Driven Generative AI

PROMISING · 67TRUST · 80SAFE · REVIEWEDCODING

This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of O…

$ npx skills add Denis2054/RAG-Driven-Generative-AI

609 stars42 quality80 trustReviewed with permission notesClaude Code + OpenAI Agents10mo 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 + OpenAI Agents · 4 targets

jupyter-notebookrag

by Denis2054DetailsQuick view

Generative AI For Beginners

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

21 Lessons, Get Started Building with Generative AI

$ npx skills add microsoft/generative-ai-for-beginners

112.2K stars78 quality92 trustVerifiedClaude Code + OpenAI Agents16d 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

jupyter-notebooksemantic-search

by microsoftDetailsQuick view

Generative AI Cdk Constructs

EXCELLENT · 85TRUST · 84SAFE · REVIEWEDCODING

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

$ npx skills add awslabs/generative-ai-cdk-constructs

540 stars53 quality84 trustReviewedClaude Code12d 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: 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

typescriptcontent-automation

by awslabsDetailsQuick view

Generative AI Application Builder On Aws

STRONG · 83TRUST · 82SAFE · REVIEWEDCODING

Generative AI Application Builder on AWS facilitates the development, rapid experimentation, and deployment of generative artificial intelligence (AI) applications witho…

$ npx skills add aws-solutions/generative-ai-application-builder-on-aws

347 stars51 quality82 trustReviewedClaude Code19d 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

typescriptchatbot

by aws-solutionsDetailsQuick view

Generative AI Use Cases

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Application implementation with business use cases for safely utilizing generative AI in business operations

$ npx skills add aws-samples/generative-ai-use-cases

1.4K stars64 quality90 trustReviewed with permission notesClaude Code17d 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 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

typescriptrag

by aws-samplesDetailsQuick view

Generative AI Docs

VERIFIEDEXCELLENT · 95TRUST · 85SAFE · REVIEWEDCODING

This repository is deprecated and will be archived

$ npx skills add google/generative-ai-docs

2.2K stars58 quality85 trustReviewedClaude Code5mo 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.

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-notebookchatbot

by googleDetailsQuick view

Building Business Ready Generative AI Systems

PROMISING · 69TRUST · 79SAFE · REVIEWEDCODING

This GitHub repository contains the complete code for building Business-Ready Generative AI Systems (GenAISys) from scratch. It guides you through architecting and imple…

$ npx skills add Denis2054/Building-Business-Ready-Generative-AI-Systems

162 stars42 quality79 trustReviewed with permission notesClaude Code5mo 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-notebookrag

by Denis2054DetailsQuick view

Mmagic

VERIFIEDSTRONG · 79TRUST · 84SAFE · REVIEWEDDESIGN

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion mod…

$ npx skills add open-mmlab/mmagic

7.4K stars54 quality84 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

Claude Code + CLI · 4 targets

jupyter-notebookimage-generation

by open-mmlabDetailsQuick view

Langchain

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDCODING

The agent engineering platform.

$ npx skills add langchain-ai/langchain

140.8K stars78 quality92 trustReviewedClaude 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/…Review: Documentation summary is thin

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 + OpenAI Agents · 4 targets

pythonai-agents

by langchain-aiDetailsQuick view

LLMs From Scratch

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

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

$ npx skills add rasbt/LLMs-from-scratch

97.3K stars78 quality87 trustReviewedClaude Code + OpenAI Agents1mo 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 rasbtDetailsQuick view

AI Agents For Beginners

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

12 Lessons to Get Started Building AI Agents

$ npx skills add microsoft/ai-agents-for-beginners

67.3K stars77 quality88 trustReviewedClaude Code1mo 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 · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

jupyter-notebookai-agents

by microsoftDetailsQuick view

Langgraph

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Build resilient agents.

$ npx skills add langchain-ai/langgraph

35.3K stars75 quality90 trustReviewedClaude Code + OpenAI Agents16d 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 · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + OpenAI Agents · 4 targets

pythonai-agents

by langchain-aiDetailsQuick view

RAG Techniques

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

$ npx skills add NirDiamant/RAG_Techniques

28.1K stars74 quality90 trustReviewedClaude Code + OpenAI Agents19d 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

jupyter-notebooksemantic-search

by NirDiamantDetailsQuick view

Haystack

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDCODING

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit con…

$ npx skills add deepset-ai/haystack

25.6K stars74 quality93 trustVerifiedClaude Code + OpenAI Agents25d 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + OpenAI Agents · 4 targets

mdxrag

by deepset-aiDetailsQuick 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.

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Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Learn Generative AI

Awesome Generative AI

RAG Driven Generative AI

Generative AI For Beginners

Generative AI Cdk Constructs

Generative AI Application Builder On Aws

Generative AI Use Cases

Generative AI Docs

Building Business Ready Generative AI Systems

Mmagic

Langchain

LLMs From Scratch

AI Agents For Beginners

Langgraph

RAG Techniques

Haystack