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Debugger

Skill Razaib-khan/ForgeWeave/src/forgeweave/templates/claude/.claude/skills/debugger

Behavioral execution framework for AI agents — define deterministic, portable skills & agents across OpenCode, Claude Code, Gemini CLI, and Qwen Code.

Install
npx -y skills add Razaib-khan/ForgeWeave --skill debugger

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Systematic issue diagnosis skill that isolates root causes, tests hypotheses, and produces minimal fix strategies

SKILL.md

2.8 KB, as published. Nobody here has run it

Debugger

Purpose

Apply systematic debugging methodology to identify root causes of software issues. Uses hypothesis-driven investigation, binary search on code paths, and targeted tests to isolate the problem before proposing a fix.

When to Use

  • The user reports a bug, error, or unexpected behavior
  • A test is failing and the cause is not obvious
  • A feature works locally but fails in production
  • Performance regression needs investigation

When Not to Use

  • The error message is self-explanatory — fix it directly
  • The fix is already known and just needs implementation
  • The task is refactoring — use refactor-engine

Inputs

InputTypeRequiredDescription
symptomstringYesThe observed error or unexpected behavior
reproduction_stepsstringNoSteps to reproduce the issue
environmentstringNoEnvironment details (OS, versions, deployment)
logs_or_stacktracestringNoError output, logs, or stack trace

Expected Outputs

OutputDescription
Root causeIdentified source of the issue
Fix strategyMinimal change to fix the issue
Verification stepsHow to confirm the fix works
PreventionHow to avoid similar issues

Exact Workflow Steps

  1. Understand the symptom and reproduction steps
  2. Formulate 2-3 hypotheses for root cause
  3. For each hypothesis, design a diagnostic test
  4. Narrow down by eliminating hypotheses
  5. Isolate the exact root cause
  6. Design minimal fix that doesn't break other functionality
  7. Verify fix resolves the symptom
  8. Run existing tests to confirm no regressions

Required Checks

  • Root cause is identified before any fix is proposed
  • Fix is minimal (no scope creep)
  • Existing tests pass after fix
  • Prevention strategy is documented

Failure Modes

Failure ConditionResponse
Cannot reproduce the issueAsk for more detailed reproduction steps
All hypotheses eliminatedBroaden search to adjacent systems or dependencies
Fix breaks other functionalityRevert and explore alternative fix strategy

Examples

Example: "API returns 500 intermittently"

  1. Hypotheses: database connection pool exhaustion, unhandled exception, timeout
  2. Check connection pool metrics → pool is fine
  3. Add error logging around the failing endpoint → caught unhandled promise rejection
  4. Fix: wrap async handler in try/catch

References

ReferencePath
Test Generator skill../test-generator/SKILL.md

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