Run a simulated MOE review session on the current pipeline artifact with specialist agent role-switching.
Produce a per-act chapter-level outline with beat intent, value shifts, causal dependencies, and continuity touchpoints. Produces canon/acts/act-{N}-outline.md.
Convert a story concept into a full arc architecture with act progression, character trajectories, subplot map, and thematic pressure points. Produces canon/story-arc.md.
Generate a structured story concept artifact at L1, incorporating the story-promise framework. Produces canon/story-concept.md.
Ensure each major character's actions reflect their beliefs, fears, contradictions, and coping strategies.
Validate continuity (facts, timeline, knowledge states) and add purposeful callbacks/foreshadowing consistent with the book bible.
Convert chapter promise + tension map into structured scene cards with goal, obstacle, turn, cost, and exit hook.
Remove AI fingerprints and add human texture - specificity, imperfection, controlled unpredictability, and subtle sensory detail.