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4-phase systematic debugging methodology with root cause analysis and evidence-based verification.
Passed 21 of 23 test cases with the skill, and 5 of 23 without it.
and 25 more in the full report
16 fixed5 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our production API endpoint occasionally throws an unhandled 500 internal server error during high-traffic windows. I keep guessing at possible causes like memory leaks or DB connection limits, but I want to stop shooting in the dark. Can you walk me through a disciplined, step-by-step troubleshooting workflow to reliably recreate the problem, narrow down the fault location, dig into why it happens, and confirm a fix?
| Checked | Without skill | With skill |
|---|---|---|
| The workflow includes Phase 1: Reproduce as the initial step. | Missed | Passed |
| The workflow includes Phase 3: Understand with the 5 Whys technique. | Missed | Passed |
| The workflow includes Phase 4: Fix & Verify. | Missed | Passed |
The instructions your model reads when the skill loads.
Source: obra/superpowers
This skill provides a structured approach to debugging that prevents random guessing and ensures problems are properly understood before solving.
test cases passed, vs 5 / 23 without
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