What problem does it solve? AI video generation costs credits per shot, and a structurally weak scene generates just as cleanly as a strong one — the failure only appears after rendering, when the cut does not build. This Skill audits a scene, sequence, beat outline, or script on text before any generation spend, identifying which shots actually deserve to be produced. ## Core Features & Use Cases - Five-Element Structural Audit: Evaluates Goal, Obstacle, Tactic, Reversal, and Value Shift in causal order, with concrete tests like the scene-removal test and the before/after audience-verdict check. - Sequence-Level Reversal Analysis: Judges reversals and value shifts at the sequence level, flags inert reversals that turn plot without moving the audience's verdict, and assesses the revaluation trajectory. - Tiered Fix Recommendations: Outputs a chain-check verdict, names the single weakest point, and proposes minimal, clean, and optional rewrites. - Use Case: A sequence generates cleanly but lands flat in the edit. Run the audit to discover the reversal never shifts the audience's read of the character, then apply the minimal fix before spending credits on regeneration. ## Quick Start Ask the AI to audit this scene or sequence for structural strength before generating any shots from it.
