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adversarial-debugging - Debug complex bugs with adversarial agent teams

Investigate competing bug hypotheses in parallel, challenge evidence, determine the root cause, and apply a TDD fix.

Tags

Updated: 2026-10-04

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Collect problem intake
  • Generate falsifiable hypotheses
  • Assemble investigation teams
  • Investigate hypotheses in parallel
  • Conduct adversarial debates
  • Synthesize investigation evidence
  • Determine root causes
  • Apply TDD fixes
  • Verify fixes for regressions

Inputs

  • Error output and stack traces
  • Reproduction steps
  • Expected and actual behavior
  • Recent code changes
  • Environment information
  • Failure frequency and patterns
  • Bug source information
  • Repository and code modules

Outputs

  • Root cause verdict
  • Investigation findings
  • Recommended fix direction
  • TDD code changes
  • Test results
  • Cleaned-up agent team state

Requirements

  • Agent Teams experimental feature
  • Permission to create and message agents

Source

  • Spec: SKILL.md

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debugging
root-cause-analysis
agent-teams
hypothesis-testing
adversarial-review
TDD
Collect problem intake
Generate falsifiable hypotheses
Assemble investigation teams
Investigate hypotheses in parallel
Error output and stack traces
Reproduction steps
Expected and actual behavior
Root cause verdict
Investigation findings
Recommended fix direction