parallel-debugging
✓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.
Installation
SKILL.md
Framework for debugging complex issues using the Analysis of Competing Hypotheses (ACH) methodology with parallel agent investigation.
| Direct | Strong | Code at file.ts:42 shows if (x > 0) should be if (x >= 0) | | Correlational | Medium | Error rate increased after commit abc123 | | Testimonial | Weak | "It works on my machine" | | Absence | Variable | No null check found in the code path |
| 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 |
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. Source: wshobson/agents.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/wshobson/agents --skill parallel-debugging- Source
- wshobson/agents
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-09
- Updated
- 2026-02-18
Quick answers
What is parallel-debugging?
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. Source: wshobson/agents.
How do I install parallel-debugging?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/wshobson/agents --skill parallel-debugging Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/wshobson/agents
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-09