Apexdebug

Integrates with failure-predictor and git-historian agents to provide historical context. Produces evidence that feeds into the reflection step for continuous learning.

Can operate phase-agnostic: debug sessions can happen at any point in the workflow.

Usage: /apex:debug [task-id] or /apex:debug "error message or description" Initialize debug session with provided context.

Predict likely failure modes based on historical patterns. Return: Predicted failures with prevention strategies.

2. Capture evidence:

   • Error messages (exact text)
   • Stack traces (full trace)
   • Logs (relevant entries)
   • Environment state (versions, config)
   • Recent changes (git log)

3. Record evidence in the task log:

Find: Recent changes, regressions, related fixes. Return: Git intelligence with blame and commit analysis.

### Hypothesis 1: [Title]
- **Based on**: [Evidence that supports this]
- **Predicts**: [What we'd see if true]
- **Test**: [How to verify]

### Hypothesis 2: [Title]
...

### Hypothesis 3: [Title]
...

LIMIT: Maximum 3 concurrent hypotheses. If all 3 fail, revisit evidence before forming new ones.

Binary Search (git bisect):

git bisect start
git bisect bad HEAD
git bisect good [known-good-commit]
# Test each midpoint until culprit found

Run full suite

npm test

Lint check

npm run lint

</validation-commands>

</step>

<step id="6" title="Reflection and learning">
<critical>
Without reflection, debugging learnings are lost. This step is MANDATORY.
</critical>

<instructions>
1. **Document root cause**: Clear explanation of what caused the bug
2. **Document fix**: What changed and why
3. **Identify patterns**:
   - Did existing patterns help? (update confidence)
   - Discovered new failure mode? (propose new pattern)
4. **Submit reflection**: Record a structured reflection with evidence
5. **Update task**: Complete debug section
</instructions>

<reflection-template>
```markdown
### Debug Summary
- **Root Cause**: [What actually caused the bug]
- **Fix**: [What we changed]
- **Prevention**: [How to prevent similar bugs]

### Patterns
- **Used**: [Patterns that helped, with outcomes]
- **Discovered**: [New failure modes or fixes]

### Learnings
- [Key insight 1]
- [Key insight 2]

<debug>
<metadata>
  <timestamp>[ISO]</timestamp>
  <duration>[Time spent]</duration>
  <hypotheses-tested>[N]</hypotheses-tested>
</metadata>

<reproduction>
  <reproducible>true|false</reproducible>
  <steps>[Reproduction steps]</steps>
  <minimal-case>[Test case location if created]</minimal-case>
</reproduction>

<investigation>
  <evidence>
    <error-message>[Exact error]</error-message>
    <stack-trace>[Relevant portions]</stack-trace>
    <related-commits>[Git history findings]</related-commits>
    <pattern-matches>[Patterns that matched]</pattern-matches>
  </evidence>

  <hypotheses>
    <hypothesis id="1" status="confirmed|refuted|untested">
      <title>[Hypothesis]</title>
      <evidence>[Supporting evidence]</evidence>
      <test-result>[What happened when tested]</test-result>
    </hypothesis>
  </hypotheses>
</investigation>

<root-cause>
  <description>[What actually caused the bug]</description>
  <five-whys>[If used, the chain of whys]</five-whys>
</root-cause>

<fix>
  <description>[What was changed]</description>
  <files-modified>[List of files]</files-modified>
  <test-added>[New test location]</test-added>
</fix>

<reflection>
  <patterns-used>
    <pattern id="[PAT:ID]" outcome="worked|tweaked|failed">[How it helped]</pattern>
  </patterns-used>
  <learnings>
    <learning>[Key insight]</learning>
  </learnings>
  <prevention>[How to prevent similar bugs]</prevention>
</reflection>
</debug>

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