firefrost-operations-manual/docs/standards/ai-portrait-generation-standard.md

AI Portrait Generation Standard

Firefrost Gaming Operations Manual

Document ID: FFG-STD-003
Status: ACTIVE STANDARD
Created: February 16, 2026
Created By: The Analyst
Authority: Michael "Frostystyle" Krause + The Analyst
Version: 1.0
Applies To: All Chronicler portraits and AI-generated artwork

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🎯 PURPOSE

Establish consistent visual style and prompt format for AI-generated portraits of Chroniclers and other Firefrost Gaming artwork to maintain brand cohesion and quality.

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🎨 VISUAL STYLE REQUIREMENTS

Art Style: Illustrated/Stylized (NOT Photorealistic)

Core Aesthetic:

• Comic book / graphic novel illustration style
• Clean lines, painterly digital art
• Rich color saturation
• Digital glow effects on tech elements
• NEVER photorealistic - always stylized and artistic

Reference Examples:

• The Guardian: Tech control room with holographic displays
• The Builder: Illustrated character with infrastructure elements
• The Architect: Digital/holographic figure with code elements

Why This Matters: Photorealistic portraits feel generic and corporate. Stylized illustrations:

• Capture personality and essence symbolically
• Allow creative visual metaphors
• Maintain consistent brand aesthetic
• Age better than realistic renders

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📝 PROMPT STRUCTURE

Required Sections (In Order)

1. Header Information

# [EMOJI] [CHARACTER NAME] — Portrait Prompt

**For:** Gemini 2.0 Flash Experimental (image generation)  
**Subject:** [Character Name], [Role/Title]  
**Style:** [Brief style description]

2. Critical Style Requirements

## CRITICAL STYLE REQUIREMENTS

**Art Style:** Illustrated/stylized like a graphic novel or high-quality digital art
- [Specific style notes]
- **NOT photorealistic** - stylized and artistic

**Reference Style:** Similar to [existing portrait] ([key visual elements])

3. Core Concept

• One paragraph describing the essence
• Visual metaphor explanation
• Central theme of the portrait

4. Key Visual Elements Break down into subsections:

• The Figure (pose, stance, expression, appearance)
• Central Element (the main focus/symbolism)
• Supporting Elements (tools, environment details)
• Background/Environment (setting, atmosphere)

5. Color Palette

• Primary colors (3-4 with hex codes)
• Secondary/accent colors (3-4 with hex codes)
• Lighting description (sources, mood, effects)

6. Firefrost Branding Integration

• Where/how Fire/Frost logo appears
• Branding elements (subtle, not dominant)

7. Mood & Atmosphere

• NOT: [What to avoid - 4-5 items]
• YES: [What to aim for - 4-5 items]
• The feeling: [One sentence describing the emotional impact]

8. Technical Specifications

• Format: 16:9 landscape (standard for all Chronicler portraits)
• Art style reiteration
• Lighting approach
• Composition description
• Depth layers (foreground/mid-ground/background)

9. The Essence Short poetic section capturing the character's role:

The [Previous] did [X].  
The [Previous2] did [Y].  
**The [Current] does [Z].**

[2-3 lines expanding on the essence]

10. Reference Notes for Gemini

• Critical reminders about style
• What to avoid vs. aim for
• Key distinctions for this character
• Character's expression/moment captured

11. Specific Visual Details Bullet-pointed specifics:

• What should be visible/readable on screens/documents
• Character positioning and gestures
• Background element details
• Branding placement

12. Footer

**Created:** [Date]  
**For:** [Character Name]  
**By:** [Character Name (if self-written) or creator]

[Character's signature phrase or essence line]

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🎨 STYLE GUIDELINES

Character Design

DO:

• Stylized proportions (illustrated, not realistic)
• Clear silhouette and pose
• Expressive face showing personality
• Appropriate clothing/outfit for role
• Subtle Firefrost branding (logo on clothing/badge)

DON'T:

• Photorealistic human features
• Generic corporate headshot pose
• Overly detailed realistic textures
• Heavy branding (logos everywhere)

Environment & Tech Elements

DO:

• Holographic/digital interfaces with glow effects
• Illustrated server racks, tech equipment
• Ambient tech lighting (blues, cyans, warm accents)
• Reflective surfaces showing tech glow
• Clean, organized workspace aesthetic

DON'T:

• Physical paper documents (use holograms instead)
• Realistic office furniture
• Photographic backgrounds
• Cluttered chaos

Color Approach

Primary Palette:

• Cool tech blues (#00A8E8, #2C5F8D, #00D9FF) - core Firefrost
• Deep backgrounds (#1A1A2E, #0F0F1F) - ambient darkness
• Warm accents (#FFB84D, gold tones) - highlights

Accent Colors (use sparingly):

• Fire red (#E63946, #FF3366) - warnings/errors
• Frost green (#00FF88, #06A77D) - success/positive
• Gold/yellow (#FFD700, #FFB703) - priorities/important

Lighting:

• Hologram blue glow as primary light source
• Warm ambient from floor/edge lighting
• Character illuminated by screen glow
• Dramatic contrast (dark room, bright tech)

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📐 TECHNICAL SPECIFICATIONS

Image Format

Required:

• Aspect Ratio: 16:9 landscape (1920x1080 or equivalent)
• Resolution: High enough for web display (minimum 1920px width)
• File Format: PNG (for transparency support if needed)
• Color Space: sRGB (web-standard)

Why 16:9:

• Works for wiki headers
• Good for documentation display
• Matches other Chronicler portraits
• Versatile for web and display use

Composition Rules

Rule of Thirds:

• Character typically center-left or center
• Main element (hologram/tool) center to center-right
• Background elements fill remaining space

Depth Layers:

1. Foreground: Character, immediate tools/elements
2. Mid-ground: Main visual element (hologram, central object)
3. Background: Environment, ambient tech, branding

Visual Flow:

• Eye drawn to character first
• Then to main element (hologram/central focus)
• Background supports but doesn't distract

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🔥❄️ FIREFROST BRANDING REQUIREMENTS

Logo Placement

Acceptable Locations:

• Character's clothing (sleeve, chest badge)
• Equipment/tech in scene (screen corner, device)
• Background element (wall logo, floor pattern)
• Environmental branding (subtle, integrated)

Style:

• Small and subtle (not dominant)
• Integrated naturally into scene
• Glowing/illuminated if on tech
• Monochrome or ice-blue coloring

Fire/Frost Aesthetic

Fire Elements (when present):

• Warm orange/gold (#FFB84D, #FF6B35)
• Passionate, creative energy
• Flowing, organic shapes

Frost Elements (when present):

• Cool blues/cyans (#00A8E8, #00D9FF)
• Precise, technical elements
• Sharp, geometric shapes

Balance:

• Most portraits lean Frost (tech/analysis aesthetic)
• Fire appears as warm accent lighting
• Never 50/50 split - one dominant, other accent

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✅ QUALITY CHECKLIST

Before finalizing any AI-generated portrait:

Style & Aesthetics:

• Illustrated/stylized (NOT photorealistic)
• Matches established Chronicler portrait style
• Rich color saturation appropriate for art style
• Clean composition with clear focal points

Character & Scene:

• Character personality/essence captured
• Pose and expression support the role
• Environment matches the character's work
• Tech elements are illustrated, not photographic

Branding:

• Fire/Frost logo visible but subtle
• Branding integrated naturally
• Color palette includes Firefrost blues
• Overall aesthetic matches brand identity

Technical:

• 16:9 landscape format
• High enough resolution for web use
• Good contrast and readability
• Text elements (if any) are legible

Prompt Quality:

• All required sections present
• Specific visual details provided
• Style requirements clearly stated
• "NOT photorealistic" emphasized

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📚 CHRONICLER PORTRAIT SPECIFICS

Common Elements Across All Chroniclers

Every Chronicler portrait should include:

1. Tech environment (servers, screens, digital elements)
2. Firefrost logo somewhere in scene
3. Dark ambient room with tech lighting
4. Character engaged with their signature tool/work
5. Visual representation of their contribution

Symbolic Elements:

• The Architect: Code, digital form, foundation building
• The Builder: Vault, infrastructure, tools
• The Guardian: DERP protocol, Oscar, backup systems
• The Analyst: Holograms, metrics, documentation structure

Character Diversity

Ensure variety across the Chronicler lineage:

• Different poses (standing, working, observing)
• Different environments (control room, workshop, analysis lab)
• Different tools (holograms, physical builds, protocols)
• Different color schemes (while maintaining Firefrost palette)

Avoid repetition:

• Don't reuse same pose/composition
• Vary the tech environment style
• Change the dominant lighting color (stay in palette)
• Different character builds/appearances

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🚫 COMMON MISTAKES TO AVOID

Style Errors

❌ Photorealistic rendering

• Makes portraits feel generic
• Ages poorly
• Loses symbolic power
• Solution: Always specify "illustrated/stylized, NOT photorealistic"

❌ Corporate office aesthetic

• Physical desks with paper
• Realistic office chairs
• Fluorescent overhead lighting
• Solution: Tech environment with holographic interfaces

❌ Cluttered chaos

• Too many elements competing for attention
• Messy workspace
• Unclear focal point
• Solution: Clean, organized, purposeful placement

Technical Errors

❌ Wrong aspect ratio

• Portrait orientation (vertical)
• Square format
• Ultra-wide without considering use case
• Solution: Always 16:9 landscape

❌ Low resolution

• Pixelated when displayed
• Can't read text elements
• Solution: Minimum 1920px width

❌ Muddy colors

• Oversaturated chaos
• Washed out pastels
• Solution: Rich but controlled saturation, clear palette

Prompt Errors

❌ Vague descriptions

• "Make it look cool"
• "Tech background"
• Solution: Specific visual details, exact elements to include

❌ Missing style requirements

• Forgetting to specify "NOT photorealistic"
• No art style reference
• Solution: Include Critical Style Requirements section

❌ Contradictory instructions

• "Realistic but stylized"
• "Photographic with cartoon elements"
• Solution: Pick one clear style direction

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📝 TEMPLATE

Use this template for new portrait prompts:

# [EMOJI] [CHARACTER NAME] — Portrait Prompt

**For:** Gemini 2.0 Flash Experimental (image generation)  
**Subject:** [Character Name], [Role]  
**Style:** Stylized illustration, [specific aesthetic notes]

---

## CRITICAL STYLE REQUIREMENTS

**Art Style:** Illustrated/stylized like a graphic novel or high-quality digital art
- [Style specifics]
- **NOT photorealistic** - stylized and artistic

**Reference Style:** Similar to [Existing Portrait] ([key elements])

---

## Core Concept

[One paragraph describing essence and visual metaphor]

---

## Key Visual Elements

### The Figure
- **Pose:** [Description]
- **Stance:** [Description]
- **Expression:** [Description]
- **Appearance:** [Description]

### [Central Element Name]
[Description of main focus]

### [Supporting Elements]
[Other important visual components]

### The Environment
- **Setting:** [Description]
- **Lighting:** [Description]
- **Atmosphere:** [Description]

---

## Color Palette

**Primary:**
- [Color name] (#HEXCODE) — [purpose/meaning]
- [Color name] (#HEXCODE) — [purpose/meaning]

**Secondary:**
- [Color name] (#HEXCODE) — [purpose/meaning]

**Lighting:**
- [Light source 1] — [effect]
- [Light source 2] — [effect]

---

## Firefrost Branding Integration

- [Where logo appears]
- [How branding is integrated]
- [Level of prominence]

---

## Mood & Atmosphere

**NOT:**
- [Thing to avoid]
- [Thing to avoid]

**YES:**
- [Thing to aim for]
- [Thing to aim for]

**The feeling:** [One sentence]

---

## Technical Specifications

**Format:** 16:9 landscape  
**Art Style:** Illustrated/stylized (NOT photorealistic)  
**Lighting:** [Approach]  
**Composition:** [Layout description]  
**Depth:** [Foreground/mid-ground/background]

---

## The Essence

The [Previous] did [X].  
**The [Current] does [Y].**

[Expansion on essence]

---

## Reference Notes for Gemini

- **CRITICAL:** [Key style reminders]
- **Avoid:** [What not to do]
- **Aim for:** [What to achieve]
- **Character essence:** [Core personality trait]

---

## Specific Visual Details

### [Main Element] Should Show:
- [Detail 1]
- [Detail 2]

### [Secondary Element]:
- [Detail 1]
- [Detail 2]

---

**Created:** [Date]  
**For:** [Character Name]  
**By:** [Creator Name]

[Signature phrase/essence line]

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🔄 REVISION PROCESS

When to Revise a Prompt

Immediate revision needed if:

• Generated image is photorealistic (style failure)
• Wrong aspect ratio
• Branding completely missing
• Character essence not captured

Consider revision if:

• Composition feels cluttered
• Colors are muddy or oversaturated
• Environment doesn't match character role
• Too similar to existing portrait

Iteration Strategy

Version 1: Full detailed prompt as written Version 2: If needed, add emphasis to problem areas:

• Repeat "NOT photorealistic" multiple times
• Add specific "avoid" examples
• Reference existing good portraits more explicitly

Version 3: If still issues, simplify:

• Remove complex elements
• Focus on core character + one main element
• Reduce color complexity

Stop iterating after 3 attempts - may need different AI tool or manual artist

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📊 EXAMPLES

Good Portrait Prompt Characteristics

The Guardian: ✅ Clear visual metaphor (lighthouse keeper/sentinel) ✅ Specific central element (DERP protocol screen) ✅ Symbolic supporting element (Oscar at feet) ✅ Detailed color palette with hex codes ✅ Clear style direction (illustrated, not realistic) ✅ Environment supports the role (control room)

The Builder: ✅ Character actively engaged (opening vault) ✅ Tools scattered (showing work in progress) ✅ Firefrost branding integrated (logo on shoulder) ✅ Rich color saturation (illustrated style) ✅ Clear depth layers (vault → character → background)

Elements to Study

Review these portraits for style reference:

• docs/past-claudes/chronicler-line/portraits/the-guardian.png
• docs/past-claudes/chronicler-line/the-builder-portrait.png
• docs/past-claudes/special/the-architect-portrait.png

What they get right:

• Illustrated/stylized aesthetic
• Rich, saturated colors
• Tech environment with digital glow
• Character personality visible
• Clean composition
• Firefrost branding present but subtle

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🔗 RELATED STANDARDS

• FFG-STD-001: Revision Control Standard (document versioning)
• FFG-STD-002: Task Documentation Standard (documentation structure)
• Design Bible: docs/planning/design-bible.md (complete branding guide)

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📋 CHANGELOG

Version 1.0 (2026-02-16)

• Initial standard created
• Defined illustrated/stylized requirement
• Established prompt structure
• Set technical specifications
• Created quality checklist
• Provided template and examples

Created by: The Analyst
Approved by: Michael "Frostystyle" Krause (implicit via portrait generation workflow)

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Fire + Frost + Foundation = Where Love Builds Legacy 💙🔥❄️

Standard Status: ACTIVE
Applies From: February 16, 2026
Review Cycle: When creating new portraits or as style evolves
Maintained By: The Chronicler lineage