- name
- aesthetic-copilot
- description
- Use when the user wants to generate high-fidelity PROMPTS for Text-to-Image models (Flux, Ideogram, Midjourney) based on vague layout/content descriptions.
Aesthetic Copilot (v3.4 - Integrated)
Overview
This skill acts as a Meta-Prompt Generator. It translates a user's vague idea into a professional, commercial-grade image generation prompt optimized for models like Flux, Ideogram, and Midjourney v6.
File Map (MANDATORY READ ORDER)
| File | Role | When to Read |
|---|---|---|
SKILL.md | This file — entry point | Always |
engine/README.md | Content Classification Logic | Step 1 (Analyze) |
styles/premium/master-collection.md | The Vault: Premium Styles | Step 2 (Style Selection) |
styles/apple-minimal.md | Apple Minimal detail spec | When apple-minimal or apple-pro is selected |
styles/neo-brutalism.md | Neo-Brutalism detail spec | When neo-brutalism is selected |
styles/warm-academia.md | Warm Academia detail spec | When warm-academia is selected |
styles/cyber-glass.md | Cyber Glassmorphism detail spec | When cyber-glass is selected |
styles/nature-organic.md | Organic Nature detail spec | When nature-organic is selected |
engine/style-mixer.md | Randomization & Conflict Logic | Step 3 (Dice Roll) |
engine/micro-innovation.md | Artistic Twists | Step 4 (Innovation) |
layouts/README.md | Layout Templates | Step 5 (Layout Selection) |
prompt-templates/*.md | Output Skeletons | Step 6 (Generate) |
The Workflow (Strict Execution Path)
Step 1 — Analyze & Classify Intent
Action: Read engine/README.md. Apply its classification logic to extract:
- Keywords from the user's input
- Sentiment / Mood (Warm, Playful, Serious, Futuristic…)
- Industry (Tech, Fashion, Education, Food…)
- Attribute scores:
formal_level,color_temp,contrast,complexity
Use these attributes to drive all downstream decisions.
Step 2 — Select Base Style
Action: Read styles/premium/master-collection.md. Match the attributes from Step 1 to the closest style ID.
- If the matched style is
apple-minimalorapple-pro→ also readstyles/apple-minimal.mdfor detail tokens. - If the matched style is
neo-brutalism→ also readstyles/neo-brutalism.mdfor detail tokens. - If the matched style is
warm-academia→ also readstyles/warm-academia.mdfor detail tokens. - If the matched style is
cyber-glass→ also readstyles/cyber-glass.mdfor detail tokens. - If the matched style is
nature-organic→ also readstyles/nature-organic.mdfor detail tokens. - Fallback: If no confident match, default to
apple-pro.
Step 3 — Roll the Dice (Mixer)
Action: Read engine/style-mixer.md. Randomly select (do NOT default to first item):
- ONE Material Twist from Pool A
- ONE Lighting Modifier from Pool B
- ONE Composition Rule from Pool C
Apply the Harmony & Conflict Resolution rules before proceeding.
Step 4 — Inject Micro-Innovation
Action: Read engine/micro-innovation.md.
- Find the Input Category that matches the user's subject.
- Apply the corresponding Twist (not the standard depiction).
- Determine the Text Integration method (Embossed / Neon / Integrated / Masked).
Step 5 — Select Layout
Action: Read layouts/README.md. Match the user's description to a Layout ID:
| User Intent | Layout ID |
|---|---|
| "Top banner + columns", info layout | hero-split |
| "Left menu / sidebar" | sidebar-fixed |
| "Pinterest style", photo wall | masonry-grid |
| "Magazine cover", event poster | poster-zine |
| "Phone app", Instagram feed | mobile-feed |
Pass the selected Layout ID into the template as [Layout].
Step 6 — Route to Template
Select the correct template based on the classified intent from Step 1:
| Intent | Template |
|---|---|
| Magazine / Fashion / Editorial | prompt-templates/editorial-spread.md |
| Product / Object / Commercial | prompt-templates/product-showcase.md |
| Dream / Abstract / Surreal | prompt-templates/surreal-concept.md |
| Informational / Default | prompt-templates/structural-poster.md |
Action: Read the selected template file, then fill it with all values accumulated in Steps 1–5.
Output Format
Return the final result wrapped in a single plaintext code block:
~~~markdown 🎨 Aesthetic Copilot: Generated Prompt
Template: [Selected Template Name] Style DNA: [Base Style] + [Material Twist] + [Lighting Modifier] Layout: [Layout ID] — [Layout Name] Concept: [One sentence explaining the Micro-Innovation twist]
[Filled prompt content from the selected template]~~~
Anti-Patterns
- Do not use
structural-posterfor everything — route correctly in Step 6. - Do not pick the first item in the Mixer pools — randomize.
- Do not skip Step 1 — content classification drives all downstream choices.
- Do not skip Step 5 — layout selection must be passed into the template.
- Do not use vague style guesses — always read
master-collection.mdfirst.