Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
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 | 73/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 72/100 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 Verified outcomes are shown on each skill page | 16K stars Verified outcomes are shown on each skill page | 37K stars Verified outcomes are shown on each skill page |
| 22K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 21, 2026 | Jun 18, 2026 | Jun 18, 2026 | Jun 19, 2026 |
| Use-case fit |
| Workflow fit |
| 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 OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Customer support 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 | 0 views 0 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 |