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PythonReactSEOPDF
GitHub Skill

debug

Systematic debugging methodology. Auto-triggers on "bug", "error", "not working", "broken", "failing", "debug", "fix this", "why isn't", "something's wrong", or any description of unexpected behavior.

ariaxhan☆ 4 Repository stars0 Repository forks

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

View source ↗Guides

Skill instructions

Debug Mode

Systematic diagnosis and root cause fixing. Activated automatically when debugging signals detected.

Methodology

NEVER guess. Always investigate.

Phase 1: Reproduce
  1. Confirm the error exists
  2. Get exact error message/behavior
  3. Identify minimal reproduction steps
  4. Note: works in X, fails in Y?
Phase 2: Isolate
  1. What changed recently?
  2. Binary search: which commit/change introduced it?
  3. Smallest code path that triggers issue?
  4. Environment-specific? (versions, configs, data)
Phase 3: Instrument
  1. Add logging at key points
  2. Check assumptions (values, types, state)
  3. Trace execution path
  4. Compare expected vs actual at each step
Phase 4: Root Cause
  1. WHY is this happening, not just WHAT
  2. Is this a symptom of deeper issue?
  3. Why didn't we catch this earlier?
Phase 5: Fix + Verify
  1. Fix the root cause, not the symptom
  2. Verify fix works
  3. Check for regressions
  4. Add test to prevent recurrence

Anti-patterns

  • Random changes hoping something works
  • Fixing symptoms instead of causes
  • Skipping reproduction ("I saw it once")
  • Not checking assumptions
  • Fixing without understanding

Output Behavior

When debugging:

  • Write findings to file (not terminal dump)
  • Log: hypothesis → test → result
  • Terminal: brief status updates only
  • Final fix: explain what was wrong and why

Integration

If project has kernel/banks/DEBUGGING-BANK.md, load it for deep methodology.

Examples

Read the usage examples in the source repository.

View source ↗

Source history

Indexed on
2026-01-20
Index updated
2026-02-02
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

GitHub ↗

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