Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Flowise is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Flowise
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Flowise
Best first install candidate based on install readiness and adoption.
Freshest repo
Khoj
Most recent maintenance signal among this shortlist.
| Signal | Memobase User Profile-Based Long-Term Memory for AI Chatbot Applications. | 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. | Onyx Open Source AI Platform - AI Chat with advanced features that works with every LLM | Flowise Build AI Agents, Visually |
|---|---|---|---|---|
| Quality | 92/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 98/100 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 | 2.8K stars 0 installs | 35K stars 0 installs | 30K stars 0 installs | 54K stars 0 installs |
| Freshness | Jan 11, 2026 | Jun 24, 2026 | Jun 13, 2026 | Jun 10, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, RAG, Claude Code, OpenAI Agents | Python, RAG, Claude Code, OpenAI Agents | Python, RAG, Claude Code, OpenAI Agents | TypeScript, RAG, Claude Code, OpenAI Agents, LangChain |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | 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 | 10 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 5 views 0 install copies |
| Install | $ npx skills add memodb-io/memobase | $ npx skills add khoj-ai/khoj | $ npx skills add onyx-dot-app/onyx | $ npx skills add FlowiseAI/Flowise |