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
qa
Most recent maintenance signal among this shortlist.
| Signal | qa 端到端测试的唯一入口：用户说"帮我测试这个需求/功能"、"把这个功能完整测一遍"时，编排需求理解→测试策略（风险与类型决策）→用例→审查→执行→Bug分析→回归→报告的完整流水线，产出落盘、可断点续跑。只要单阶段产出（如"帮我审一下这份用例"）→ 直接用对应阶段 skill，不用本 skill。 | Huginn Create agents that monitor and act on your behalf. Your agents are standing by! | Conductor Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents | 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 🚀 |
|---|---|---|---|---|
| Quality | 58/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 57/100 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 | 12 stars Verified outcomes are shown on each skill page | 49K stars Verified outcomes are shown on each skill page | 32K stars Verified outcomes are shown on each skill page |
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
qa
Most recent maintenance signal among this shortlist.
| Signal | qa 端到端测试的唯一入口：用户说"帮我测试这个需求/功能"、"把这个功能完整测一遍"时，编排需求理解→测试策略（风险与类型决策）→用例→审查→执行→Bug分析→回归→报告的完整流水线，产出落盘、可断点续跑。只要单阶段产出（如"帮我审一下这份用例"）→ 直接用对应阶段 skill，不用本 skill。 | Huginn Create agents that monitor and act on your behalf. Your agents are standing by! | Conductor Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents | 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 🚀 |
|---|---|---|---|---|
| Quality | 58/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 57/100 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 | 12 stars Verified outcomes are shown on each skill page | 49K stars Verified outcomes are shown on each skill page | 32K stars Verified outcomes are shown on each skill page |
| 38K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 27, 2026 | Jun 13, 2026 | Jun 13, 2026 | Jun 14, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code, Browser agents | Ruby, Automation, Claude Code | Java, Workflow, Claude Code | JavaScript, Workflow, Claude Code |
| Warnings | Low GitHub adoption signal · SKILL.md depends on sibling stage skills and ../core/ files; if installed standalone without those dependencies, the pipeline cannot run. Packaging/installation must include or declare them. · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Testing and QA workflows · Claude Code teams · builders willing to evaluate younger projects | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Browser 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 fishzjp/qa-skills --skill qa | $ npx skills add huginn/huginn | $ npx skills add conductor-oss/conductor | $ npx skills add ToolJet/ToolJet |
| 38K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 27, 2026 | Jun 13, 2026 | Jun 13, 2026 | Jun 14, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code, Browser agents | Ruby, Automation, Claude Code | Java, Workflow, Claude Code | JavaScript, Workflow, Claude Code |
| Warnings | Low GitHub adoption signal · SKILL.md depends on sibling stage skills and ../core/ files; if installed standalone without those dependencies, the pipeline cannot run. Packaging/installation must include or declare them. · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Testing and QA workflows · Claude Code teams · builders willing to evaluate younger projects | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Browser 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 fishzjp/qa-skills --skill qa | $ npx skills add huginn/huginn | $ npx skills add conductor-oss/conductor | $ npx skills add ToolJet/ToolJet |