Audit ML Pipeline

Per-experiment, human-readable narrative of a skore report. The # %% file is the human notebook and is not executed. materialize.py writes the digest and the HTML viewers in one run. Read-only against the skore Project.

Human-facing prose

Details: setup-workspace references/human_facing_prose.md. Audit markdown and # comments describe this report's findings — not the skills framework, the CLI, or the command that produced an output. Questions, replies, and the close narrative use the same data-science language — not skill ids, G-* names, or the wrapper CLI. Trailing locator tokens stay index strings. Do not put API tutorials, version floors, or locator recipes in audit/<stem>.py. <!-- results-embed: … --> is a site marker. Authoring hints stay in this skill. style is ruff only.