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Get Started Free →Combinatoric grammar that deterministically generates whole runnable child projects (src/, tests/, scripts/, manuscript/) from a seed — recompute-based provenance verification and a falsifiable honesty manifest against green-by-construction test theater.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 26% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -22% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -23% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -10% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 45% | 0% |
Project-scoped skill for the in-repo exemplar at projects/templates/template_autopoiesis/. Load this when working inside the project.
template_autopoiesis exemplar — running the grammar,materializing child projects, or editing source.
recompute-verified provenance still hold after a grammar change.
bash# From the repository root uv run pytest projects/templates/template_autopoiesis/tests --cov=projects/templates/template_autopoiesis/src --cov-fail-under=90 # Materialize a child project from the grammar (writes a full runnable tree) uv run python projects/templates/template_autopoiesis/scripts/autopoiesis.py materialize --out-root /tmp/children # Realize a full archetype end-to-end (spec → child → seal) uv run python projects/templates/template_autopoiesis/scripts/realize_child_full.py # Seal a materialized child with QR provenance uv run python projects/templates/template_autopoiesis/scripts/seal_child.py
src/ (grammar.py,expand.py, materialize.py, realize.py, sealing.py, verify.py), not in scripts/.
exemplar is that a child's provenance is re-derived from disk at verify time, not read from a cached manifest.
output/; regenerate from thegrammar in manuscript/config.yaml.
scripts/01_generate_manuscript_assets.pyrequires output/data/coverage_full.json and writes output/figures/figure_registry.json only after all four referenced PNGs exist.
working directory unless the child AGENTS.md states otherwise.
AGENTS.mdREADME.mdSYNTAX.mdSTANDALONE.mdTODO.mdprojects/AGENTS.mdOther measured skills in the registry, with their headline benchmark lift.