parallel-debugging
Systematic root cause analysis framework using parallel agent investigation and competing hypothesis methodology.
Install
npx skills add https://github.com/wshobson/agents --skill parallel-debuggingStats
| Total installs | 2,558 |
| Weekly installs | 2.5K |
| GitHub stars | 32.4K |
| First seen | Feb 5, 2026 |
| Source | @wshobson/agents |
Summary
- Generates hypotheses across six failure mode categories: logic errors, data issues, state problems, integration failures, resource issues, and environment mismatches
- Establishes evidence standards with citation requirements (file:line references) and confidence levels (high/medium/low) to avoid confirmation bias
- Supports parallel agent investigation with structured result arbitration that ranks confirmed hypotheses by confidence, evidence strength, and causal chain clarity
- Includes validation checklist ensuring fixes address root cause without introducing new issues or missing edge cases
Tags
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| pua | 1,973 | -585 |
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| multi-reviewer-patterns | 2,485 | -73 |
FAQ
- How many installs does parallel-debugging have?
- parallel-debugging has 2,558 total installs and 2.5K installs this week.
- Where is parallel-debugging hosted?
- parallel-debugging is published by @wshobson/agents at https://github.com/wshobson/agents.
- How many GitHub stars does parallel-debugging have?
- parallel-debugging has 32.4K GitHub stars.
- When was parallel-debugging first indexed?
- OrangeBot.AI first indexed parallel-debugging on Feb 5, 2026.
- How do I install parallel-debugging?
- Run: npx skills add https://github.com/wshobson/agents --skill parallel-debugging