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parallel-debugging
wshobson/agentsSkill
Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.
Why this score
This repo hosts 10 skills, so its 41,156 stars are split between them (about 4,116 each) for scoring.
Popularity score: 86/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 0874a27b17a2, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneparallel-debugging wshobson/agents · Skill | 86 | ★ 41k | ≈73 always | 16d ago |
| parallel-investigation rohitg00/skillkit · Skill Both about parallel and investigation | 60 | ★ 1.6k | ≈151 always | 5mo ago |
| debugging JetBrains/MPS · Skill Both about debugging and issue | 72 | ★ 1.7k | ≈31 always | 16d ago |
| flow-parallel nyldn/claude-octopus · Skill Both about parallel and issue | 75 | ★ 4.3k | ≈29 always | 16d ago |
| debugging-strategies aisa-group/skill-inject · Skill Both about debugging and cause | 53 | ★ 99 | ≈62 always | 2mo ago |
| debugging-network-issues daymade/claude-code-skills · Skill Both about debugging and issue | 71 | ★ 1.5k | ≈28 always | 16d ago |