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

Agent Desk

Most recent maintenance signal among this shortlist.

Signal	Agent Desk Open-source AI customer support system. AI-first support, human-ready operations.	WeKnora Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.	LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"	Dgraph high-performance graph database for real-time use cases
Quality	79/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	78/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	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	142 stars 0 installs	16K stars 0 installs	37K stars 0 installs	22K stars 0 installs
Freshness	Jun 21, 2026	Jun 18, 2026	Jun 18, 2026	Jun 19, 2026
Use-case fit	RAG and knowledge Customer support 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	Go, RAG, Claude Code	Go, Semantic Search, Claude Code	Python, Knowledge Graph, Claude Code, OpenAI Agents	Go, Knowledge Graph, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects	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	0 views 0 install copies	17 views 1 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add huabeitech/agent-desk`	`$ npx skills add Tencent/WeKnora`	`$ npx skills add HKUDS/LightRAG`	`$ npx skills add dgraph-io/dgraph`