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
Khoj is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Khoj
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Khoj
Best first install candidate based on install readiness and adoption.
Freshest repo
SurfSense
Most recent maintenance signal among this shortlist.
| Signal | EvoAgentX 🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents | ReMe ReMe: Memory Management Kit for Agents - Remember Me, Refine Me. | 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. | SurfSense An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9 |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 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. | 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 | 3.1K stars 0 installs | 3.1K stars 0 installs | 35K stars 0 installs | 14K stars 0 installs |
| Freshness | May 24, 2026 | Jun 10, 2026 | Mar 26, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, RAG, Claude Code | Python, RAG, Claude Code | Python, RAG, Claude Code, OpenAI Agents | Python, RAG, Claude Code, LangChain |
| 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 | 1 views 0 install copies | 1 views 0 install copies | 3 views 0 install copies | 2 views 0 install copies |
| Install | $ npx skills add EvoAgentX/EvoAgentX | $ npx skills add agentscope-ai/ReMe | $ npx skills add khoj-ai/khoj | $ npx skills add MODSetter/SurfSense |