visual-asset-workflow

Generate structured creative briefs for educational visual assets.

Updated Nov 29, 2025
One-click install
npx skills add https://github.com/92Bilal26/physical-ai-textbook --skill visual-asset-workflow-92bilal26
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: visual-asset-workflow
Source: https://github.com/92Bilal26/physical-ai-textbook/tree/main/.claude/skills/visual-asset-workflow
Command: npx skills add https://github.com/92Bilal26/physical-ai-textbook --skill visual-asset-workflow-92bilal26

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Educational visuals often default to generic infographics when the prompt relies on technical specs. This skill forces a planning phase to align visuals with learning goals, proficiency, and prerequisites.

Core Features & Use Cases

  • Prerequisite Validation Gate: Ensure visuals do not assume knowledge students haven't learned.
  • Proficiency-Complexity Alignment: Tailor visuals to A2/B1/C2 readiness.
  • Pedagogical Hierarchy: Organize visual weight to teach the key insight.
  • Strategic Output: Produce a plan that can be approved before execution.

Quick Start

Provide a strategic plan for the next visual by consulting book-source/docs/chapter-index.md and book-source/docs/[part]/[chapter]/README.md, including The Story, Emotional Intent, Visual Metaphor, Key Insight, Color Semantics, Typography Hierarchy, and Pedagogical Reasoning; then await approval before proceeding.

Frequently Asked Questions about visual-asset-workflow

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I plan educational visuals before creating them?

Planning educational visuals involves creating a strategic brief that aligns design with learning goals, proficiency level, and prerequisites before execution. This skill generates structured plans with story, emotional intent, visual metaphor, key insight, color semantics, and pedagogical reasoning to ensure visuals teach rather than distract.

Why do my instructional design visuals feel generic and disconnected from learning objectives?

Generic visuals often result from starting with technical specs instead of pedagogy. A strategic planning phase grounds visuals in narrative, emotional intent, and prerequisite validation, ensuring they reinforce key insights and align with student proficiency levels (A2/B1/C2) rather than defaulting to standard infographics.

Can I tailor visual design to different proficiency levels in my course?

Yes. This skill enforces proficiency-complexity alignment by generating briefs that specify visual weight, cognitive load, and design choices matched to A2/B1/C2 readiness levels, ensuring learners encounter visuals appropriate to their stage without assuming prior knowledge.

How do I ensure visuals don't assume knowledge students haven't learned yet?

Use prerequisite validation gatekeeping in your creative brief process. Before designing visuals, consult your chapter index and learning map to confirm all referenced concepts have been introduced, then document this validation in your pedagogical reasoning to prevent knowledge gaps.

What should a visual asset plan include for instructional design?

A complete visual plan includes story (narrative hook), emotional intent (learner response), visual metaphor (conceptual anchor), key insight (what learners extract), color semantics (meaning through color), typography hierarchy (visual weight), and pedagogical reasoning (how it teaches), enabling approval before execution.

Does this approach work for planning visuals across entire courses or chapters?

Yes. This skill scales from individual lesson visuals to chapter-level and prerequisite-gate visuals by consulting your complete book structure and chapter hierarchies, ensuring pedagogical consistency and prerequisite validation across all learning materials.