Skill comparison
Compare agent skills before installing.
Comparing 1 skill
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Langchain Chatchat is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Langchain Chatchat
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Langchain Chatchat
Best first install candidate based on install readiness and adoption.
Freshest repo
Langchain Chatchat
Most recent maintenance signal among this shortlist.
| Signal | Langchain Chatchat Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain |
|---|---|
| Quality | 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. |
| Adoption | 38K stars 0 installs |
| Freshness | Nov 10, 2025 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Python, RAG, Claude Code, OpenAI Agents, LangChain |
| Warnings | No major risk signals from current metadata |
| Best for | 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 |
| OpenAgentSkill engagement | 3 views 0 install copies |
| Install | $ npx skills add chatchat-space/Langchain-Chatchat |