digraph ImplementAndTest { graph [goal="Implement the plan and make tests pass"] rankdir=LR start [shape=Mdiamond, label="Start"] exit [shape=Msquare, label="Exit"] implement [label="Implement", prompt="Read plan.md and implement every step. Write the code and tests to disk."] validate [label="Validate", shape=parallelogram, script="python3 -m pytest -v 2>&1 || true"] gate [shape=diamond, label="Tests passing?"] start -> implement -> validate -> gate gate -> exit [label="Pass", condition="outcome=success"] gate -> implement [label="Fix", max_visits=5] }