Production Design Worldbuilding

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.

Purpose

Use this skill to make a video world feel designed rather than assembled from cool fragments. It defines the rules behind locations, colors, materials, props, costumes, vehicles, symbols, technology, weather, signage, and scale.

Use this before shot design when the world itself is important. Use it with character-continuity-bible when the user needs consistency across clips.

Model-Executable Worldbuilding Layer