playbook/antigravity-awesome-skills/skills/debugging-strategies/SKILL.md

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---
name: debugging-strategies
description: "Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches."
risk: safe
source: community
date_added: "2026-02-27"
---
# 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.