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Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence.
Passed 15 of 21 test cases with the skill, and 9 of 21 without it.
and 9 more in the full report
9 fixed9 passed either way5 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
Profile `http_router.go` under 5,000 concurrent requests per second. Follow the project contract in `docs/perf-requirements.md`.
| Checked | Without skill | With skill |
|---|---|---|
| Output uses the tool: top-level key | Missed | Passed |
| Hotspot entries use line-level file formatting | Missed | Passed |
The instructions your model reads when the skill loads.
Run profiling tools and capture hotspots with evidence.
Follow docs/perf-requirements.md as the canonical contract.
tool: <profiler>
command: <command>
hotspots:
- file:line - reason
artifacts:
- <path to flame graph or profile>
test cases passed, vs 9 / 21 without
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