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 201 ranked candidates matching "search-system"

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

Academic Research Skills

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Academic Research Skills for Claude Code: research → write → review → revise → finalize

$ npx skills add Imbad0202/academic-research-skills

38.4K stars75 quality88 trustReviewedClaude 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/…Review: License is unclear

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

Scenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + CLI · 4 targets

pythonresearch

by Imbad0202DetailsQuick view

GPT Researcher

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDRESEARCH

Run autonomous deep research over web and local sources

$ npx skills add assafelovic/gpt-researcher

28.0K stars75 quality85 trustReviewed with permission notes1mo 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

CLI + Codex · 4 targets

pythonresearch-agentllm

by assafelovicDetailsQuick view

Deep Research

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · VERIFIEDRESEARCH

An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of th…

$ npx skills add dzhng/deep-research

19.1K stars70 quality88 trustVerifiedOpenAI Agents4mo 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

OpenAI Agents + CLI · 4 targets

typescriptresearch-agent

by dzhngDetailsQuick view

Local Deep Research

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private docum…

$ npx skills add LearningCircuit/local-deep-research

8.7K stars69 quality90 trustReviewedClaude Code16d 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 · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

pythonresearch

by LearningCircuitDetailsQuick view

Elasticsearch

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDRESEARCH

Free and Open Source, Distributed, RESTful Search Engine

$ npx skills add elastic/elasticsearch

77.0K stars77 quality85 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

javasearch

by elasticDetailsQuick view

Meilisearch

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDRESEARCH

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

$ npx skills add meilisearch/meilisearch

58.6K stars77 quality85 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

rustsemantic-search

by meilisearchDetailsQuick view

Flexsearch

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

Next-generation full-text search library for Browser and Node.js

$ npx skills add nextapps-de/flexsearch

13.7K stars72 quality86 trustReviewedBrowser 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 · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Browser agents + CLI · 4 targets

javascriptsearch

by nextapps-deDetailsQuick view

OpenSearch

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

🔎 Open source distributed and RESTful search engine.

$ npx skills add opensearch-project/OpenSearch

13.2K stars72 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

javasearch

by opensearch-projectDetailsQuick view

Manticoresearch

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

Easy to use open source fast database for search | Good alternative to Elasticsearch | Drop-in replacement for E in the ELK stack

$ npx skills add manticoresoftware/manticoresearch

11.8K stars72 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 · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

c++search

by manticoresoftwareDetailsQuick view

Whoogle Search

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDRESEARCH

A self-hosted, ad-free, privacy-respecting metasearch engine

$ npx skills add benbusby/whoogle-search

11.6K stars72 quality87 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

pythonsearch

by benbusbyDetailsQuick view

Lancedb

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

$ npx skills add lancedb/lancedb

10.6K stars71 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

htmlsemantic-search

by lancedbDetailsQuick view

Orama

VERIFIEDEXCELLENT · 99TRUST · 83SAFE · REVIEWEDRESEARCH

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

$ npx skills add oramasearch/orama

10.5K stars71 quality83 trustReviewedBrowser agents1mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Browser agents + CLI · 4 targets

typescriptvector-search

by oramasearchDetailsQuick view

BettaFish

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDATA

微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。

$ npx skills add 666ghj/BettaFish

41.9K stars76 quality90 trustReviewed14d 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

pythondata-analysis

by 666ghjDetailsQuick view

RAG Techniques

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · 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 quality86 trustReviewedOpenAI Agents + LangChain2mo 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.

OpenAI Agents + LangChain · 4 targets

jupyter-notebooksemantic-search

by NirDiamantDetailsQuick view

Last30days Skill

EXCELLENT · 100TRUST · 80SAFE · REVIEWEDRESEARCH

Research recent cross-source changes across Reddit, X, YouTube, Hacker News, and the web.

$ npx skills add mvanhorn/last30days-skill

42.5K stars88 quality80 trustReviewedClaude Code + OpenAI Agents2mo since pushSafe to try55.3K installs

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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + OpenAI Agents · 4 targets

codexclaude-code

by mvanhornDetailsQuick view

Generative AI For Beginners

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

21 Lessons, Get Started Building with Generative AI

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

112.2K stars78 quality88 trustReviewedOpenAI 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: Documentation summary is thin

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.

OpenAI Agents + CLI · 4 targets

jupyter-notebooksemantic-search

by microsoftDetailsQuick 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

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 201 ranked candidates matching "search-system"

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

Academic Research Skills

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Academic Research Skills for Claude Code: research → write → review → revise → finalize

$ npx skills add Imbad0202/academic-research-skills

38.4K stars75 quality88 trustReviewedClaude 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/…Review: License is unclear

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

Scenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + CLI · 4 targets

pythonresearch

by Imbad0202DetailsQuick view

GPT Researcher

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDRESEARCH

Run autonomous deep research over web and local sources

$ npx skills add assafelovic/gpt-researcher

28.0K stars75 quality85 trustReviewed with permission notes1mo 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

CLI + Codex · 4 targets

pythonresearch-agentllm

by assafelovicDetailsQuick view

Deep Research

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · VERIFIEDRESEARCH

An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of th…

$ npx skills add dzhng/deep-research

19.1K stars70 quality88 trustVerifiedOpenAI Agents4mo 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

OpenAI Agents + CLI · 4 targets

typescriptresearch-agent

by dzhngDetailsQuick view

Local Deep Research

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private docum…

$ npx skills add LearningCircuit/local-deep-research

8.7K stars69 quality90 trustReviewedClaude Code16d 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 · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

pythonresearch

by LearningCircuitDetailsQuick view

Elasticsearch

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDRESEARCH

Free and Open Source, Distributed, RESTful Search Engine

$ npx skills add elastic/elasticsearch

77.0K stars77 quality85 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

javasearch

by elasticDetailsQuick view

Meilisearch

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDRESEARCH

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

$ npx skills add meilisearch/meilisearch

58.6K stars77 quality85 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

rustsemantic-search

by meilisearchDetailsQuick view

Flexsearch

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

Next-generation full-text search library for Browser and Node.js

$ npx skills add nextapps-de/flexsearch

13.7K stars72 quality86 trustReviewedBrowser 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 · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Browser agents + CLI · 4 targets

javascriptsearch

by nextapps-deDetailsQuick view

OpenSearch

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

🔎 Open source distributed and RESTful search engine.

$ npx skills add opensearch-project/OpenSearch

13.2K stars72 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

javasearch

by opensearch-projectDetailsQuick view

Manticoresearch

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

Easy to use open source fast database for search | Good alternative to Elasticsearch | Drop-in replacement for E in the ELK stack

$ npx skills add manticoresoftware/manticoresearch

11.8K stars72 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 · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

c++search

by manticoresoftwareDetailsQuick view

Whoogle Search

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDRESEARCH

A self-hosted, ad-free, privacy-respecting metasearch engine

$ npx skills add benbusby/whoogle-search

11.6K stars72 quality87 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

pythonsearch

by benbusbyDetailsQuick view

Lancedb

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

$ npx skills add lancedb/lancedb

10.6K stars71 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

htmlsemantic-search

by lancedbDetailsQuick view

Orama

VERIFIEDEXCELLENT · 99TRUST · 83SAFE · REVIEWEDRESEARCH

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

$ npx skills add oramasearch/orama

10.5K stars71 quality83 trustReviewedBrowser agents1mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Browser agents + CLI · 4 targets

typescriptvector-search

by oramasearchDetailsQuick view

BettaFish

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDATA

微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。

$ npx skills add 666ghj/BettaFish

41.9K stars76 quality90 trustReviewed14d 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

pythondata-analysis

by 666ghjDetailsQuick view

RAG Techniques

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · 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 quality86 trustReviewedOpenAI Agents + LangChain2mo 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.

OpenAI Agents + LangChain · 4 targets

jupyter-notebooksemantic-search

by NirDiamantDetailsQuick view

Last30days Skill

EXCELLENT · 100TRUST · 80SAFE · REVIEWEDRESEARCH

Research recent cross-source changes across Reddit, X, YouTube, Hacker News, and the web.

$ npx skills add mvanhorn/last30days-skill

42.5K stars88 quality80 trustReviewedClaude Code + OpenAI Agents2mo since pushSafe to try55.3K installs

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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + OpenAI Agents · 4 targets

codexclaude-code

by mvanhornDetailsQuick view

Generative AI For Beginners

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

21 Lessons, Get Started Building with Generative AI

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

112.2K stars78 quality88 trustReviewedOpenAI 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: Documentation summary is thin

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.

OpenAI Agents + CLI · 4 targets

jupyter-notebooksemantic-search

by microsoftDetailsQuick 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.

Build the registry by domain, not just by count.

Coding and developer agents

Research and knowledge work

Presentation and deck workflows

Finance and quant workflows

Marketing and growth automation

Design and creative production

Data, BI, and analytics

Legal, policy, and compliance

Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Academic Research Skills

GPT Researcher

Deep Research

Local Deep Research

Elasticsearch

Meilisearch

Flexsearch

OpenSearch

Manticoresearch

Whoogle Search

Lancedb

Orama

BettaFish

RAG Techniques

Last30days Skill

Generative AI For Beginners

AI Agent Skills Directory

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

Build the registry by domain, not just by count.

Coding and developer agents

Research and knowledge work

Presentation and deck workflows

Finance and quant workflows

Marketing and growth automation

Design and creative production

Data, BI, and analytics

Legal, policy, and compliance

Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Academic Research Skills

GPT Researcher

Deep Research

Local Deep Research

Elasticsearch

Meilisearch

Flexsearch

OpenSearch

Manticoresearch

Whoogle Search

Lancedb

Orama

BettaFish

RAG Techniques

Last30days Skill

Generative AI For Beginners

AI Agent Skills Directory

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

Build the registry by domain, not just by count.

Coding and developer agents

Research and knowledge work

Presentation and deck workflows

Finance and quant workflows

Marketing and growth automation

Design and creative production

Data, BI, and analytics

Legal, policy, and compliance

Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Academic Research Skills

GPT Researcher

Deep Research