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| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | 46% | 0% |
| case-01 | ✓→✗ | ▼ Worse | -22% | 0% |
| case-05 | ✓→✓ | = Same ✓ | -2% | 0% |
| case-06 | ✓→✓ | = Same ✓ | -36% | 0% |
| case-07 | ✓→✓ | = Same ✓ | -31% | 0% |
npm audit, bandit, lighthouseFollow resources/execution-protocol.md step by step. See resources/examples.md for input/output examples. Before submitting, run resources/self-check.md.
See ../_shared/memory-protocol.md.
resources/execution-protocol.mdresources/examples.mdresources/checklist.mdresources/self-check.mdresources/error-playbook.md../_shared/context-loading.md../_shared/context-budget.md../_shared/lessons-learned.mdOther measured skills in the registry, with their headline benchmark lift.