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
Siyuan is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Siyuan
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Siyuan
Best first install candidate based on install readiness and adoption.
Freshest repo
Bitterbot Desktop
Most recent maintenance signal among this shortlist.
| Signal | Bitterbot Desktop A local-first AI agent with persistent memory, emotional intelligence, and a peer-to-peer skills economy. | AionUi Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it! | Leon 🧠 Leon is your open-source personal assistant. | Siyuan A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang. |
|---|---|---|---|---|
| Quality | 94/100 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 | 2.4K stars Verified outcomes are shown on each skill page | 30K stars Verified outcomes are shown on each skill page | 17K stars Verified outcomes are shown on each skill page | 44K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 19, 2026 | Jul 14, 2026 | Jun 18, 2026 | Jun 15, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | TypeScript, AI Agents, Claude Code | TypeScript, AI Agents, Claude Code, OpenAI Agents | TypeScript, AI Agents, Claude Code | TypeScript, AI Agents, Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No OpenAgentSkill engagement data yet |
| Best for | Local desktop workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation 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 | 8 views 0 install copies | 0 views 0 install copies | 12 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add Bitterbot-AI/bitterbot-desktop | $ npx skills add iOfficeAI/AionUi | $ npx skills add leon-ai/leon | $ npx skills add siyuan-note/siyuan |