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Get Started Free →Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-21 | ✗→✓ | ▲ Improved | 23% | 0% |
| case-11 | ✓→✗ | ▼ Worse | -24% | 0% |
| case-01 | ✓→✓ | = Same ✓ | 39% | 0% |
| case-02 | ✓→✓ | = Same ✓ | 36% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 41% | 0% |
Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.
resources/implementation-playbook.md.resources/implementation-playbook.md for detailed patterns and examples.Other measured skills in the registry, with their headline benchmark lift.