Use when the user wants to work with a single radiology finding interactively — checking whether it exists in defs/, adding a synonym to an existing model, or drafting a new finding model. Covers a small handful of findings discussed one at a time in conversation. For list/CSV/directory-driven creation, use finding-batch instead. For walking through existing model files to propose improvements, use finding-review.
Use when the user hands over a list, CSV, or directory of source content describing many findings at once and asks to create models for them in bulk. Includes triage, per-finding drafting, mechanical + quality review, human TUI sign-off, and (when applicable) CSV writeback. For one-at-a-time interactive work, use finding-author. For walking through existing model files to propose improvements, use finding-review.
Use when the user names existing .fm.json files (by path, glob, or directory) and asks for review, audit, cleanup, or quality improvements — without creating new findings. Includes mechanical lint, per-file LLM quality review, and human TUI sign-off. For creating new findings, use finding-author or finding-batch.