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
Beads is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Beads
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Beads
Best first install candidate based on install readiness and adoption.
Freshest repo
Humanlayer
Most recent maintenance signal among this shortlist.
| Signal | Zerostack Minimal coding agent written in Rust, optimized for memory footprint and performance | Open Swe An Open-Source Asynchronous Coding Agent | Humanlayer The best way to get AI coding agents to solve hard problems in complex codebases. | Beads Beads - A memory upgrade for your coding agent |
|---|---|---|---|---|
| Quality | 96/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.3K stars Verified outcomes are shown on each skill page | 10.0K stars Verified outcomes are shown on each skill page | 11K stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 15, 2026 | Jun 16, 2026 | Jun 19, 2026 | Jun 16, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Rust, Coding Agent, Claude Code | Python, Coding Agent, Claude Code | TypeScript, Coding Agent, Claude Code, OpenAI Agents | Go, Coding Agent, 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 | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 gi-dellav/zerostack | $ npx skills add langchain-ai/open-swe | $ npx skills add humanlayer/humanlayer | $ npx skills add gastownhall/beads |