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

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

Quivr

Best first install candidate based on install readiness and adoption.

Freshest repo

Khoj

Most recent maintenance signal among this shortlist.

SignalStreamer Sales

Streamer-Sales 销冠 —— 卖货主播 LLM 大模型🛒🎁,一个能够根据给定的商品特点从激发用户购买意愿角度出发进行商品解说的卖货主播大模型。🚀⭐内含详细的数据生成流程❗ 📦另外还集成了 LMDeploy 加速推理🚀、RAG检索增强生成 📚、TTS文字转语音🔊、数字人生成 🦸、 Agent 使用网络查询实时信息🌐、ASR 语音转文字🎙️、Vue 生态搭建前端🍍、FastAPI 搭建后端🗝️、Docker-compose 打包部署🐋

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

Khoj

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.

Quivr

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

Quality
76/100
Strong
100/100
Excellent
100/100
Excellent
95/100
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.

99/100
Production-ready

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

Adoption3.7K stars
0 installs
38K stars
0 installs
35K stars
0 installs
39K stars
0 installs
FreshnessMar 8, 2025Nov 10, 2025Mar 26, 2026Jul 9, 2025
Use-case fit
Stack fit
Platform hintsPython, RAG, Claude Code, OpenAI AgentsPython, RAG, Claude Code, OpenAI Agents, LangChainPython, RAG, Claude Code, OpenAI AgentsPython, RAG, Claude Code, OpenAI Agents
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadata
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
1 views
0 install copies
3 views
0 install copies
2 views
0 install copies
Install
$ npx skills add PeterH0323/Streamer-Sales
$ npx skills add chatchat-space/Langchain-Chatchat
$ npx skills add khoj-ai/khoj
$ npx skills add QuivrHQ/quivr