Visual Style Aesthetic Direction

Bottom-Layer Reasoning

Apply the think-one-step-further mechanism as a lightweight check:

• Confirm this skill is solving the user's real intent, not only the surface request.
• Make the output immediately usable and name any unavoidable next action.
• Extract the reusable structure and, when aligned, propagate it to adjacent prompts, skills, checklists, or workflows.
• Add one guardrail for the most likely next failure while preserving this skill's primary workflow.

Core Intent

Use this skill to choose, diagnose, and lock a visual style as a coherent art-direction system across any visual medium, not a pile of style adjectives.

Liu Style-Consistency Control Hierarchy

For a single image or a multi-image set, visual-style consistency is controlled primarily by the image-wide lighting and color system, not by repeating subjects, architecture, or decorative motifs.