visual-asset-workflowlisted

# Visual Asset Workflow Skill ## Context & Problem Educational visual generation converges toward generic infographics with technical specifications ("44pt Roboto Bold, 250px box") that activate prediction mode instead of reasoning mode. This produces bland, PowerPoint-default aesthetics instead of distinctive, pedagogically effective visuals. This skill provides professional creative brief methodology to activate Gemini 3's reasoning capabilities. --- ## Core Principles 1. **Story activates reasoning** - Narrative intent produces distinctive visuals; technical specs produce generic ones 2. **Proficiency dictates complexity** - A2 students need <5 sec grasp; C2 professionals handle dense information 3. **Prerequisites gate content** - Visuals cannot assume knowledge students don't have yet 4. **Pedagogy drives hierarchy** - Visual weight teaches importance, not arbitrary aesthetics --- ## Dimensional Guidance ### Planning Before Execution **Avoid:** Jumping into visual analysis without context **Prefer:** Strategic planning phase (Q0) Read FIRST: - `apps/learn-app/docs/chapter-index.md` → Extract part, proficiency (A2/B1/C2), prerequisites - `apps/learn-app/docs/[part]/[chapter]/README.md` → Understand lesson structure Detect conflicts BEFORE work: - Proficiency-complexity mismatch (complex visual for A2 beginners) - Prerequisite violations (Python code when students haven't learned it) - Pedagogical layer incoherence (Layer 1 cont