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Get Started Free →Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | -47% | 0% |
| case-17 | ✗→✓ | ▲ Improved | -56% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -48% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -51% | 0% |
| case-19 | ✗→✓ | ▲ Improved | -61% | 0% |
Run profiling tools and capture hotspots with evidence.
Follow docs/perf-requirements.md as the canonical contract.
javascriptconst args = '$ARGUMENTS'.split(' ').filter(Boolean); const tool = args[0] || ''; const command = args.slice(1).join(' ');
tool: <profiler>
command: <command>
hotspots:
- file:line - reason
artifacts:
- <path to flame graph or profile>Other measured skills in the registry, with their headline benchmark lift.