debug
FeaturedSystematic debugging via logs, health checks, hypothesis-driven investigation. Triggers: debug, error, trace root cause, fix bug, reproduce symptom, investigation.
Install
Quality Score: 94/100
Skill Content
Details
- Author
- softspark
- Repository
- softspark/ai-toolkit
- Created
- 5 months ago
- Last Updated
- yesterday
- Language
- Python
- License
- Apache-2.0
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
debug
Use when encountering any bug, test failure, or unexpected behavior. Enforces systematic root-cause investigation before proposing fixes. Prevents guess-and-check debugging.
systematic-debugging
Use when encountering any bug, test failure, or unexpected behaviour, BEFORE proposing fixes. Four-phase root-cause workflow with an Iron Law — no fixes without root cause investigation first. Merges patterns from Jesse Vincent's Superpowers (obra/superpowers) and Garry Tan's gstack (garrytan/gstack).
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes. Four-phase root-cause-first method (investigate → pattern-analyze → hypothesize → implement) that beats guess-and-check thrashing.