Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
debugger
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
debugger
Best first install candidate based on install readiness and adoption.
Freshest repo
debugger
Most recent maintenance signal among this shortlist.
| Signal | debugger Systematic debugging method: 5-step root-cause analysis (capture, isolate, hypothesize, investigate, fix & verify) plus common bug-pattern reference. Use when errors, exceptions, test failures, or unexpected behavior appear. Loaded automatically by the debugger agent. |
|---|---|
| Quality | 66/100 Promising |
| Decision verdict | 65/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 81 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 31, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add claude-world/director-mode-lite --skill debugger |