Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Clean-break refactors with migration for the Research Project Template — move logic to src/, split modules, rename APIs with test updates. USE WHEN restructuring code, extracting modules, removing duplication, or migration without behavior change.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | -42% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -40% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -59% | 0% |
| case-15 | ✗→✓ | ▲ Improved | -34% | 0% |
| case-17 | ✗→✓ | ▲ Improved | -62% | 0% |
src/ or infrastructure/; keep orchestrators thin.bashuv run pytest <affected-test-path> -v uv run python -m infrastructure.project.public_scope lint-paths | xargs uv run ruff check uv run python scripts/pipeline/stage_01_test.py --project <project> # when project scope
docs/core/architecture.mduv run python scripts/gates/module_line_count_check.pyOther measured skills in the registry, with their headline benchmark lift.