Image Generation Skill

AI-powered visual asset creation for content, marketing, and presentation workflows.

When to Use

Activate this skill when the task involves:

Creating product imagery or renders
Generating marketing visuals
Building infographics and diagrams
Creating presentation assets
Producing social media graphics

Capabilities

1. Photorealistic Renders

Generate high-fidelity product and scene imagery:

Model: Imagen 3 (Google)
Resolution: Up to 4K (4096x4096)
Styles: Photorealistic, studio, lifestyle, editorial

2. Marketing Visuals

Create branded marketing assets:

Social media graphics (1:1, 9:16, 16:9)
Banner ads and hero images
Email header graphics
Campaign keyart

3. Infographics

Generate data-driven visuals:

Process diagrams
Comparison charts
Timeline graphics
Icon sets

4. Creative Concepts

Produce artistic and conceptual imagery:

Abstract backgrounds
Artistic illustrations
Mood boards
Style explorations

Execution Pattern

1. BRIEF → Define visual requirements and context
2. PROMPT → Craft detailed generation prompt
3. GENERATE → Execute image generation request
4. REVIEW → Evaluate output quality and accuracy
5. REFINE → Iterate with enhanced prompts if needed
6. DELIVER → Export in required formats and sizes

Prompt Engineering

Structure

[Subject] + [Style] + [Composition] + [Lighting] + [Technical]

Example Prompts

Product Render:

Professional product photography of a modern steam cleaner,
studio lighting, white background, 45-degree angle,
high-key lighting, sharp focus, 8K resolution, commercial quality

Marketing Visual:

Dynamic hero image for cleaning services website,
professional cleaner in action, modern office environment,
shallow depth of field, warm natural lighting,
contemporary style, aspirational mood

Infographic Element:

Flat design icon set for cleaning industry,
minimalist style, consistent line weight,
cohesive color palette (blue, green, white),
vector-ready, transparent background

Output Format

<image_output>
  <metadata>
    <prompt>Original generation prompt</prompt>
    <model>imagen-3</model>
    <resolution>2048x2048</resolution>
    <seed>12345</seed>
  </metadata>
  
  <files>
    <file format="png" size="original" path="..." />
    <file format="webp" size="web-optimized" path="..." />
    <file format="jpg" size="thumbnail" path="..." />
  </files>
  
  <variations>
    <variation id="1" prompt_modifier="..." path="..." />
  </variations>
</image_output>

Aspect Ratios

Ratio	Dimensions	Use Case
1:1	1024x1024	Social media, thumbnails
4:3	1024x768	Presentations
16:9	1920x1080	Hero images, YouTube
9:16	1080x1920	Stories, shorts
2:3	800x1200	Pinterest, posters

Integration Points

Google Slides Storyboard: Supplies presentation assets
Content Orchestrator: Receives asset generation requests
Social Commander: Provides social media graphics

Quality Guidelines

Do's

Use specific, detailed prompts
Include technical specifications
Request multiple variations
Specify lighting and composition

Don'ts

Avoid vague descriptions
Don't request copyrighted elements
Avoid text in images (use overlays instead)
Don't exceed model capabilities

Brand Consistency

When generating branded assets:

Reference brand color codes (hex values)
Specify typography style preferences
Include brand element descriptions
Maintain visual language consistency

Error Handling

Error	Recovery
Generation fails	Simplify prompt, retry
Low quality output	Enhance prompt specificity
Wrong style	Add explicit style modifiers
Policy rejection	Rephrase potentially flagged terms

Cost Considerations

Fuel Cost: 5-20 PTS per generation
Optimization:
- Batch similar requests
- Cache reusable assets
- Use lower resolution for drafts

image-generation