Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Huginn
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Huginn
Best first install candidate based on install readiness and adoption.
Freshest repo
sm-learn
Most recent maintenance signal among this shortlist.
| Signal | sm-learn 提问驱动自主学习的归纳 skill（v0.9.7）。自动触发为主：每 3-5 次 skill 会话，postamble 自动跑一轮归纳——读 .learning/question-ledger.jsonl 增量，按"问题回家"原则聚类（问模型的问法反补 sm-model-check、问复盘的反补 sm-close-recap），过阈值（≥3 次 · ≥2 标的 · ≥2 天）与三重冲突检查后自动生效进试用期（每轮 ≤3 条），会话尾一行摘要告知，用户保留"撤销 L-xxx"否决权。手动触发用于：mentor 导入（"把这些问题学进去"）、审计（"看看学了什么"）、撤销/恢复、强制归纳（"归纳提问"）。绝不修改 harness 主库，绝不覆盖证据分级 / 合规 / 数据源硬约束。 | Huginn Create agents that monitor and act on your behalf. Your agents are standing by! | ToolJet ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀 | Conductor Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents |
|---|---|---|---|---|
| Quality | 55/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 54/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 25 stars Verified outcomes are shown on each skill page | 49K stars Verified outcomes are shown on each skill page | 38K stars Verified outcomes are shown on each skill page |
| 32K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 6, 2026 | Jun 13, 2026 | Jun 14, 2026 | Jun 13, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code, Cursor | Ruby, Automation, Claude Code | JavaScript, Workflow, Claude Code | Java, Workflow, Claude Code |
| Warnings | Low GitHub adoption signal · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Browser automation workflows · Claude Code teams · builders willing to evaluate younger projects | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository 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 | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add joansongjr/investor-harness --skill sm-learn | $ npx skills add huginn/huginn | $ npx skills add ToolJet/ToolJet | $ npx skills add conductor-oss/conductor |