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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.
npx skill4agent add wshobson/agents parallel-debugging| Evidence Type | Strength | Example |
|---|---|---|
| Direct | Strong | Code at |
| Correlational | Medium | Error rate increased after commit |
| Testimonial | Weak | "It works on my machine" |
| Absence | Variable | No null check found in the code path |
**Evidence**: The validation function at `src/validators/user.ts:87`
does not check for empty strings, only null/undefined. This allows
empty email addresses to pass validation.| Level | Criteria |
|---|---|
| High (>80%) | Multiple direct evidence pieces, clear causal chain, no contradicting evidence |
| Medium (50-80%) | Some direct evidence, plausible causal chain, minor ambiguities |
| Low (<50%) | Mostly correlational evidence, incomplete causal chain, some contradicting evidence |