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Get Started Free →Derived documentation generators for the template research framework. Scripts that write to docs/_generated/ and update in-place doc blocks. Currently at scripts/ root; this directory is the planned migration target.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 35% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -64% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -26% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -49% | 0% |
Documentation generation scripts (stub subdirectory).
Load this skill when you need to regenerate derived documentation:
docs/_generated/__all__bashuv run python scripts/docgen/stage_table.py uv run python scripts/docgen/api_reference.py [--check] uv run python scripts/docgen/active_projects.py uv run python scripts/docgen/architecture_overview.py
infrastructure/core/pipeline/pipeline.yaml.generate_api_reference_doc.py --check is run in CI — do not break exports.docs/_generated/ must not be hand-edited.Other measured skills in the registry, with their headline benchmark lift.