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
harness-step3-session-management
Most recent maintenance signal among this shortlist.
| Signal | harness-step3-session-management Harness Engineering 第二阶段：建立跨 session 状态管理，解决 agent 每次对话失忆的问题。 创建 tasks.json（任务清单）、progress.md（进度记录）、init.sh（环境初始化脚本）三个文件。 当用户说"建立任务管理"、"让 agent 记住进度"、"创建 tasks.json"、"跨 session 保持状态"、 "agent 每次都不记得上次做了什么"、"建立 progress 文件"、"初始化状态管理"时，立即使用此 skill。 前置条件：harness-step1 和 harness-step2 已完成（项目有 AGENTS.md 和 docs/ 知识库）。 | 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 | 66/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 65/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 159 stars Verified outcomes are shown on each skill page | 49K stars Verified outcomes are shown on each skill page | 38K stars |
| 32K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 26, 2026 | Jun 13, 2026 | Jun 14, 2026 | Jun 13, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Ruby, Automation, Claude Code | JavaScript, Workflow, Claude Code | Java, Workflow, Claude Code |
| Warnings | SKILL.md is primarily in Chinese; English documentation exists but the main skill file may be less accessible to non-Chinese readers. · 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 simbajigege/book2skills --skill harness-step3-session-management | $ npx skills add huginn/huginn | $ npx skills add ToolJet/ToolJet | $ npx skills add conductor-oss/conductor |