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
INLINECODE0	This file — entry point	Always
INLINECODE1

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, INLINECODE22

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-minimal or apple-pro → also read styles/apple-minimal.md for detail tokens.
• If the matched style is neo-brutalism → also read styles/neo-brutalism.md for detail tokens.
• If the matched style is warm-academia → also read styles/warm-academia.md for detail tokens.
• If the matched style is cyber-glass → also read styles/cyber-glass.md for detail tokens.
• If the matched style is nature-organic → also read styles/nature-organic.md for 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	INLINECODE39
"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	INLINECODE45
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]

CODEBLOCK0
~~~

---

Anti-Patterns

• - Do not use structural-poster for 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.md first.