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
Learn Harness Engineering
Most recent maintenance signal among this shortlist.
| Signal | Boxlite Compute substrate for AI agents: lightweight enough to live on your laptop, elastic enough to scale into the cloud and unleash unlimited resources. | Learn Harness Engineering Harness engineering beginner tutorial, from 0 to 1 | Siyuan A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang. | CopilotKit The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol |
|---|---|---|---|---|
| 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 | 2.1K stars 0 installs | 11K stars 0 installs | 44K stars 0 installs | 35K stars 0 installs |
| Freshness | Jun 25, 2026 | Jul 10, 2026 | Jun 15, 2026 | Jun 19, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | TypeScript, AI Agents, Claude Code | TypeScript, AI Agents, Claude Code | TypeScript, AI Agents, Claude Code | TypeScript, AI Agents, Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 | 2 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add boxlite-ai/boxlite | $ npx skills add walkinglabs/learn-harness-engineering | $ npx skills add siyuan-note/siyuan | $ npx skills add CopilotKit/CopilotKit |