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
Act is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Act
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Act
Best first install candidate based on install readiness and adoption.
Freshest repo
Actions Runner Controller
Most recent maintenance signal among this shortlist.
| Signal | Github Skill Forge 一个"制造技能的技能"。这个工具自动化了将任意 GitHub 仓库转换为标准化技能的全过程，是扩展 AI Agent 能力的核心工具。 | Act Run your GitHub Actions locally 🚀 | Goreleaser Release engineering, simplified | Actions Runner Controller Kubernetes controller for GitHub Actions self-hosted runners |
|---|---|---|---|---|
| Quality | 62/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 64/100 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 | 602 stars Verified outcomes are shown on each skill page | 71K stars Verified outcomes are shown on each skill page | 16K stars Verified outcomes are shown on each skill page | 6.4K stars Verified outcomes are shown on each skill page |
| Freshness | Jan 22, 2026 | Jun 1, 2026 | Jun 13, 2026 | Aug 3, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, GitHub, Claude Code | Go, GitHub, Claude Code | Go, GitHub, Claude Code | Go, GitHub, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | 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 | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation 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 | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add YuJunZhiXue/github-skill-forge | $ npx skills add nektos/act | $ npx skills add goreleaser/goreleaser | $ npx skills add actions/actions-runner-controller |