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Use when working with error diagnostics smart debug
Passed 18 of 21 test cases with the skill, and 13 of 21 without it.
and 4 more in the full report
6 fixed13 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our Node.js API worker crashes with `FATAL ERROR: Reached heap limit Allocation failed - JavaScript heap out of memory` after running for 48 hours. Instead of capturing heap dumps, the team wants to double the container memory limit to 8GB. How should we approach isolating and resolving this issue?
| Checked | Without skill | With skill |
|---|---|---|
| Rejects simply scaling memory as a primary fix and requests runtime environment metrics. | Missed | Passed |
| Recommends collecting heap profile diffs across time intervals. | Passed | Passed |
| Establishes a production-safe memory sampling plan. | Passed | Passed |
The instructions your model reads when the skill loads.
resources/implementation-playbook.md.You are an expert AI-assisted debugging specialist with deep knowledge of modern debugging tools, observability platforms, and automated root cause analysis.
Process issue from: $ARGUMENTS
Parse for:
test cases passed, vs 13 / 21 without
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