The MAF-free rule is a family of guards, not one list: _MAF_FREE_MODULES
holds nine modules (tests/test_okf.py:22-32), ingest/ingest_mcp carry
their own, hitl/notify add a transitive import-graph guard. The repo map
says so instead of claiming one AST guard over eight modules.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
One-hour walkthrough in seven parts: purpose, architecture, the elements,
the workflow and its feedback loops by duration, the MAF harness (what it
is, its building blocks, what this repo chose and refused), the quality
method with measured status, and the work after v1.1. 48 inline SVG
figures, white background, every content slide carries a source line into
the tree. Numbers carry their denominators; the two-denominator caveat on
the stress rounds and the two attempts of the 14.08 live run are stated.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
