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Get Started Free →Publishing scripts for DOI-bearing project releases, optional mirror uploads, PyPI release validation, post-publish verification, and publication export. Use with docs/guides/publication-runbook.md for standalone GitHub + Zenodo release workflows.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | -64% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -45% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 12% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -65% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -78% | 0% |
Publishing automation scripts.
Start with docs/guides/publication-runbook.md for the modular path from rendered project to standalone public GitHub mirror, real Zenodo DOI, optional mirrors, and archival handoff.
bashuv run python scripts/publish/test_pypi.py uv run python scripts/publish/verify_install.py uv run python scripts/publish/publish_project_release.py \ --project templates/<name> --tag v1.0.0 --repo owner/repo uv run python scripts/publish/upload_template_project.py --project <name>
scripts/publish/AGENTS.md — detailed publishing documentationinfrastructure/publishing/ — publishing modulesOther measured skills in the registry, with their headline benchmark lift.