Runs after shortcuts and after $variables resolve, before encoding — the model
is handed exactly the text that would otherwise have been encoded, and the
result is what ComfyUI generates from, so nothing downstream knows it happened.
Not the repair advisor: that one is triggered by a rating and fixes a named
fault. This runs on every generation, needs no key, no rating and no previous
run, and only elaborates. Uses advisor_clip when one is wired (the Studio node
already has the socket), the generation CLIP otherwise.
Multi-scene enhances each scene separately. The editor's scene list is
authoritative on count, so rewriting the scenes as one paragraph and
re-splitting could come back with a different number and desync every clip from
its anchor. One generation per distinct text, cached within the run.
Every failure path returns the ORIGINAL prompt — an enhancer that empties the
prompt on a bad generation would render a blank video and blame the model.
Thinking traces, code fences, preambles and whole-answer quotes are stripped;
quotes inside the prompt survive, because speech is quoted on purpose.
Settings > Engine > Studio: toggle, editable system prompt (new textarea field
kind), length limit, temperature, top-p, thinking. Off by default.
Tests: 1637 passed (+24).
digital-garbage
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