art-direction-review-skill

Validate character and scene prompts by scoring them against director requirements to catch ambiguity and missing details. This audit simulates a mental render preview and returns a structured PASS or FAIL decision with specific revision priorities.

Cross-episode continuity auditing checks scene environment and character styling prompts across episodes to ensure visual consistency. It applies per-item scoring to detect style drift and missing details against the director's plan.

Detect ambiguity in character styling prompts by simulating how the prompt will likely render and flagging missing details or style drift. This risk spotting approach identifies weak visual directions before sending them to image generation tools.

Prompt review works for both character styling prompts and scene environment prompts. It evaluates both asset types against director requirements, producing itemized scores and a total average to determine a clear PASS or FAIL outcome.

Structure an art direction audit by reviewing episode character and scene prompt drafts against director notes. Return itemized scores, a total average, and a clear PASS or FAIL outcome with actionable revision guidance pinpointing exactly what to fix before generation.

Visual consistency drift occurs when scene environment prompts lack completeness or contain vague details. Catching weak prompt designs before sending them to image generation tools reduces rework and improves visual accuracy through structured revision guidance.