Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

Add more skills

Decision summary

LightRAG is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

LightRAG

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

LightRAG

Best first install candidate based on install readiness and adoption.

Freshest repo

Genkit

Most recent maintenance signal among this shortlist.

Signal	Autoflow pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai	Genkit Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google	LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"	SAG An out-of-the-box document retrieval workbench built on SAG
Quality	100/100 Excellent	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	2.8K stars 0 installs	6.1K stars 0 installs	37K stars 0 installs	1.1K stars 0 installs
Freshness	Apr 27, 2026	Jun 15, 2026	Jun 14, 2026	Jun 12, 2026
Use-case fit	RAG and knowledge Database and SQL Coding agents	RAG and knowledge Coding agents Browser automation	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Browser automation
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent
Platform hints	TypeScript, Vector Search, Claude Code	TypeScript, Vector Search, Claude Code	Python, Knowledge Graph, Claude Code, OpenAI Agents	TypeScript, RAG, Claude Code
Warnings	No major risk signals from current metadata	No major risk signals from current metadata	No major risk signals from current metadata	No major risk signals from current metadata
Best for	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	3 views 0 install copies	1 views 0 install copies	6 views 1 install copies	1 views 0 install copies
Install	`$ npx skills add pingcap/autoflow`	`$ npx skills add genkit-ai/genkit`	`$ npx skills add HKUDS/LightRAG`	`$ npx skills add Zleap-AI/SAG`