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Get Started Free →majiayu000/systematic-debugging
Four-phase debugging framework for any technical issue.
Passed 21 of 22 test cases with the skill, and 18 of 22 without it.
and 2 more in the full report
3 fixed18 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our background email worker is throwing null pointer exceptions in production whenever a user updates their profile. I don't want to just patch it randomly. Please help me troubleshoot this by analyzing the error log, isolating what triggered it, testing a focused hypothesis, and providing a minimal fix along with a test case to verify it.
| Checked | Without skill | With skill |
|---|---|---|
| Declines to generate code fixes prior to inspecting error log details. | Missed | Passed |
| Requests stack trace evidence before forming a hypothesis. | Missed | Passed |
The instructions your model reads when the skill loads.
From obra/superpowers
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
Random fixes create new bugs. Understanding must precede solutions.
Before ANY fix attempt:
Read error messages carefully
Reproduce consistently
Check recent changes
Gather diagnostic evidence
test cases passed, vs 18 / 22 without
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