art-direction-review-skill

What problem does it solve?

This Skill helps directors and art teams catch omissions, ambiguities, and style mismatches in costume and set (服化道) design prompts so that text-to-image tools produce reference images that match the director's intent. It reduces rework by validating prompt completeness, precision, and consistency before assets are generated or handed to production teams.

Core Features & Use Cases

• Checklist-driven audit: Systematic comparison of character prompts and scene grid prompts against the director's character and scene lists to surface missing or conflicting details.
• Brain-run mental preview: Guided mental simulation of how prompts will render in text-to-image tools to detect ambiguous wording and likely generation failures.
• Scoring and pass/fail output: Numeric 1–10 scoring per character and per scene grid, aggregated average, PASS/FAIL rules, and a prioritized issue list with concrete revision suggestions.
• Use case: A director reviews episode two's new character and scene prompts to ensure they produce consistent, style-matching reference images for costume, props, and environment teams.

Quick Start

Review the character and scene prompt files against the director analysis and output a scored audit table with issues and recommended fixes.