Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Flowcraft
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Flowcraft
Best first install candidate based on install readiness and adoption.
Freshest repo
hylo-recap
Most recent maintenance signal among this shortlist.
| Signal | Flowcraft Production-grade Go SDK for building AI agents with long-term memory, knowledge retrieval, and voice — runnable as a library, a daemon, or a real-time pipeline. | hylo-recap Reviews content against the Hylo knowledge base (_knowledge/) and surfaces what's related and what's in tension. Covers two scenarios: (1) associative recap — cross-check a single short note, daily note, draft, or pasted text against the knowledge base right now, while the thought is fresh; (2) periodic review — recap everything created or updated over a recent window (e.g. the past week). Trigger on phrases like 'recap this', 'what do I already know that relates to this', 'does this conflict with anything I've written', 'weekly review', 'review this week's notes', '联想', '回顾一下', '和我的知识库对照一下', '有没有矛盾的观点', '实时联想', '本周回顾', '周回顾', or any request to recall related or conflicting knowledge, either for a piece of writing or for a recent time window. |
|---|---|---|
| Quality | 78/100 Strong | 61/100 Promising |
| Decision verdict | 89/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 60/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 507 stars Verified outcomes are shown on each skill page | 91 stars Verified outcomes are shown on each skill page |
| Freshness | Jun 16, 2026 | Oct 4, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Go, RAG, Claude Code | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | Content automation workflows · Claude Code teams · builders willing to evaluate younger projects |
| 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add GizClaw/flowcraft | $ npx skills add skoowoo/hylo --skill hylo-recap |