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.

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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

DB GPT

Most recent maintenance signal among this shortlist.

Signal	LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"	Graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system	DB GPT open-source agentic AI data assistant for the next generation of AI + Data products.	Awesome GraphRAG Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.
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	36K stars 0 installs	34K stars 0 installs	19K stars 0 installs	2.4K stars 0 installs
Freshness	Jun 6, 2026	Jun 5, 2026	Jun 8, 2026	Jun 2, 2026
Use-case fit	RAG and knowledge Coding agents GitHub automation	Coding agents RAG and knowledge GitHub automation	Coding agents RAG and knowledge GitHub automation	RAG and knowledge Coding agents GitHub automation
Stack fit	RAG knowledge base Coding review agent	Coding review agent RAG knowledge base	Coding review agent RAG knowledge base	RAG knowledge base Coding review agent
Platform hints	Python, RAG, Claude Code, OpenAI Agents	Python, RAG, Claude Code, OpenAI Agents	Python, RAG, Claude Code, OpenAI Agents	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	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents 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	5 views 1 install copies	5 views 0 install copies	1 views 0 install copies	3 views 0 install copies
Install	`$ npx skills add HKUDS/LightRAG`	`$ npx skills add microsoft/graphrag`	`$ npx skills add eosphoros-ai/DB-GPT`	`$ npx skills add DEEP-PolyU/Awesome-GraphRAG`