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.
Decision summary
Llama Index is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Llama Index
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Llama Index
Best first install candidate based on install readiness and adoption.
Freshest repo
Llama Index
Most recent maintenance signal among this shortlist.
| Signal | HuixiangDou HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance | Llama Index LlamaIndex is the leading document agent and OCR platform | 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. | Kotaemon An open-source RAG-based tool for chatting with your documents. |
|---|---|---|---|---|
| Quality | 87/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 91/100 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 | 2.5K stars 0 installs | 50K stars 0 installs | 35K stars 0 installs | 25K stars 0 installs |
| Freshness | Nov 24, 2025 | Jun 15, 2026 | Mar 26, 2026 | Jun 9, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, RAG, Claude Code | Python, RAG, Claude Code, LlamaIndex | Python, RAG, Claude Code, OpenAI Agents | Python, 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 | 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 | 3 views 0 install copies | 1 views 0 install copies | 3 views 0 install copies | 3 views 0 install copies |
| Install | $ npx skills add InternLM/HuixiangDou | $ npx skills add run-llama/llama_index | $ npx skills add khoj-ai/khoj | $ npx skills add Cinnamon/kotaemon |