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Debugging strategies

Skill Ghosteken/agent-harness/skills/debugging-strategies

Production-grade engineering skills and specialist agent personas for AI coding assistants. Orchestrates the full SDLC, from spec to ship, with structured verification gates, anti-rationalization checks, and senior-level engineering discipline.

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npx -y skills add Ghosteken/agent-harness --skill debugging-strategies

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Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.

SKILL.md

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Debugging Strategies

Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.

Use this skill when

  • Tracking down elusive bugs
  • Investigating performance issues
  • Debugging production incidents
  • Analyzing crash dumps or stack traces
  • Debugging distributed systems

Do not use this skill when

  • There is no reproducible issue or observable symptom
  • The task is purely feature development
  • You cannot access logs, traces, or runtime signals

Instructions

  • Reproduce the issue and capture logs, traces, and environment details.
  • Form hypotheses and design controlled experiments.
  • Narrow scope with binary search and targeted instrumentation.
  • Document findings and verify the fix.
  • If detailed playbooks are required, open resources/implementation-playbook.md.

Resources

  • resources/implementation-playbook.md for detailed debugging patterns and checklists.

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

What ships with it: 1 file

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resources/

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