lab_prompt_transform

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Turn a loose idea into a production-ready image or video prompt — the same Dreamer engine the FilmLab web UI uses (modes: beautify, storyboard, polish, format, shorten, expand, simplify, custom, stiluebernahme). beautify GENERATES (a 50-character thought comes back as a full prompt); polish/format/shorten/expand/simplify PRESERVE what is there. medium=video plus depth=skeleton yields the 15-block production prompt; depth only applies to video. anlass only applies to beautify. custom and stiluebernahme require instruction. For video the answer carries clip_duration_seconds — hand THAT number to lab_animate(duration_seconds), otherwise a prompt timed to 12s gets rendered as lab_animate's 5s default. In an Apps-capable host this opens as a form you can adjust and re-run; elsewhere it answers with the prompt as plain text. Pass `tool` (the registry key you will hand to lab_animate/lab_generate) and the finished prompt is laid out in the skeleton of that model family — location, camera, lens and light land where that family reads them, worded the way it reads them; families without a measured rule keep them appended as before, and the answer says so (prompt_skelett).