# Layer 1 automation. The uv venv (built from the committed uv.lock) is the # reproducibility source of truth; every target runs inside it via `uv run`. .PHONY: env test layer1 figures clean env: ## build .venv from the committed lockfile uv sync --extra dev test: ## correctness tests + scientific-validation tests (the spine of trust) uv run pytest layer1: ## run experiments E1-E6 for e in E1 E2 E3 E4 E5 E6; do uv run python -m knowledge.experiment configs/layer1/$$e.yaml; done figures: ## regenerate figures from committed results for e in E1 E2 E3 E4 E5 E6; do MPLBACKEND=Agg uv run python figures/plot_$$e.py; done clean: ## remove caches and generated results (keeps committed manifests) rm -rf .pytest_cache **/__pycache__ find results -type f ! -name '.gitkeep' -delete 2>/dev/null || true