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 704 ranked candidates matching "knowledge-distillation"

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

Stagewise Knowledge Distillation

NEEDS REVIEW · 42TRUST · 67SAFE · BLOCKEDRESEARCH

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

$ npx skills add IvLabs/stagewise-knowledge-distillation

114 stars33 quality67 trustBlocked for auto-installClaude Code6y since pushRisky

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 gateThis skill should not be selected by an agent without explicit human security review.

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

Claude Code + CLI · 4 targets

jupyter-notebookresearch

by IvLabsDetailsQuick view

Knowledge Distillation Pytorch

VERIFIEDSTRONG · 73TRUST · 82SAFE · EXPERIMENTALCODING

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

$ npx skills add haitongli/knowledge-distillation-pytorch

2.0K stars50 quality82 trustExperimentalClaude Code3y 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

pythoncomputer-vision

by haitongliDetailsQuick view

Graphify

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDCODING

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, ima…

$ npx skills add safishamsi/graphify

78.8K stars77 quality89 trustReviewed with permission notesClaude Code + OpenAI AgentsPushed todaySafe 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: Permission surface needs review: shell or command execution, filesystem or docu…

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

pythonknowledge-graph

by safishamsiDetailsQuick view

Understand Anything

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Code…

$ npx skills add Egonex-AI/Understand-Anything

71.4K stars77 quality90 trustReviewed with permission notesClaude Code + OpenAI Agents1d 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

typescriptknowledge-graph

by Egonex-AIDetailsQuick view

MiroFish

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

$ npx skills add 666ghj/MiroFish

66.8K stars77 quality92 trustVerifiedClaude 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/…

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 + CLI · 4 targets

pythonknowledge-graph

by 666ghjDetailsQuick view

Logseq

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://github.com/logseq/logseq/releases. roadmap: https://logseq.io/p/N…

$ npx skills add logseq/logseq

43.6K stars76 quality92 trustVerifiedClaude Code12d 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 + CLI · 4 targets

clojureknowledge-graph

by logseqDetailsQuick view

LightRAG

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

$ npx skills add HKUDS/LightRAG

36.8K stars75 quality92 trustVerifiedClaude 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/…

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

pythonknowledge-graph

by HKUDSDetailsQuick view

Trilium

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

Build your personal knowledge base with Trilium Notes

$ npx skills add TriliumNext/Trilium

36.5K stars75 quality92 trustVerifiedClaude 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/…

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 + CLI · 4 targets

typescriptknowledge-graph

by TriliumNextDetailsQuick view

Dgraph

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · VERIFIEDRESEARCH

high-performance graph database for real-time use cases

$ npx skills add dgraph-io/dgraph

21.7K stars74 quality90 trustVerifiedClaude Code18d 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 + CLI · 4 targets

goknowledge-graph

by dgraph-ioDetailsQuick 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

Elasticsearch

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Free and Open Source, Distributed, RESTful Search Engine

$ npx skills add elastic/elasticsearch

77.0K stars77 quality88 trustReviewedClaude Code21d 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 + CLI · 4 targets

javasearch

by elasticDetailsQuick view

Anything Llm

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

$ npx skills add Mintplex-Labs/anything-llm

62.5K stars77 quality92 trustVerifiedClaude Code4d 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 + CLI · 4 targets

javascriptvector-search

by Mintplex-LabsDetailsQuick view

Meilisearch

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDRESEARCH

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

$ npx skills add meilisearch/meilisearch

58.4K stars77 quality87 trustReviewed with permission notesClaude Code1d since pushNeeds review

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 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.

Claude Code + CLI · 4 targets

rustsemantic-search

by meilisearchDetailsQuick view

PageIndex

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · VERIFIEDRESEARCH

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

$ npx skills add VectifyAI/PageIndex

33.7K stars75 quality90 trustVerifiedClaude Code4d 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 + CLI · 4 targets

pythonvector-search

by VectifyAIDetailsQuick view

Qdrant

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDRESEARCH

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

$ npx skills add qdrant/qdrant

32.8K stars75 quality92 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/…

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 + CLI · 4 targets

rustvector-search

by qdrantDetailsQuick view

Searxng

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · VERIFIEDRESEARCH

SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.

$ npx skills add searxng/searxng

32.2K stars75 quality93 trustVerifiedClaude Code21d 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 + CLI · 4 targets

pythonsearch

by searxngDetailsQuick view

Page 1

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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.

Stagewise Knowledge Distillation

Knowledge Distillation Pytorch

Graphify

Understand Anything

MiroFish

Logseq

LightRAG

Trilium

Dgraph

Generative AI For Beginners

Elasticsearch

Anything Llm

Meilisearch

PageIndex

Qdrant

Searxng