STRICT REFERENCE MODE: Comprehensive workflow enforcing 100% Visual DNA matching. Auto-reroll system, side-by-side verification, mandatory reference checks before ANY asset generation. Prevents style drift.
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.agent/workflows/strict_reference_mode.md
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.agent/workflows/strict_reference_mode.md
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description: Strict Reference Mode - 100% Visual DNA Matching
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---
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# 🎯 STRICT REFERENCE MODE
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**MANDATORY WORKFLOW:** Before generating ANY new visual asset, follow these steps:
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## ✅ STEP 1: CHECK /references/ FOLDER
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**Before any image generation:**
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```bash
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# View ALL master references
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ls -R references/
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```
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**Must view these references FIRST:**
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- `/references/main_characters/kai/master_reference.png`
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- `/references/main_characters/ana/master_reference.png`
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- `/references/main_characters/gronk/master_reference.png`
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- `/references/companions/zombie_scout/master_reference.png`
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- `/references/npcs/*/master_reference.png` (all NPCs)
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**Extract Visual DNA:**
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- **Outline thickness:** EXACTLY 5px solid black
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- **Proportions:** 1:1 chibi (head = body)
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- **Shading:** Flat cel shading, no gradients
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- **Colors:** Vibrant punk (neon pink, green, purple, blue)
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- **Background:** 100% transparent
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- **Aesthetic:** Cult of the Lamb style
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---
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## ✅ STEP 2: MATCH VISUAL DNA 100%
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**When generating new asset, prompt MUST include:**
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```
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EXACT Style 32 matching /references/:
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- THICK 5px BLACK OUTLINES (samme as Kai/Ana/Gronk)
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- Chibi 1:1 proportions
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- Flat cel shading
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- Vibrant colored hair [specify color]
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- [X] piercings visible
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- [describe outfit matching post-apo punk]
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- Transparent background
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- Cult of the Lamb aesthetic
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```
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**Cross-reference checklist:**
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- [ ] Outlines are 5px thick (visually compare to Kai)
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- [ ] Proportions are 1:1 chibi (head = body size)
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- [ ] Colors are vibrant punk (no muted tones)
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- [ ] Shading is flat (no soft gradients)
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- [ ] Background is transparent
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- [ ] Overall style matches references
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---
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## ✅ STEP 3: AUTO-REROLL IF MISMATCH
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**IF generated image doesn't match references:**
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1. **Identify mismatch:**
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- Outlines too thin? → REROLL with "THICKER 5px black outlines"
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- Colors too realistic? → REROLL with "vibrant flat colors"
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- Shading too soft? → REROLL with "flat cel shading, no gradients"
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- Wrong proportions? → REROLL with "chibi 1:1, head equals body"
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2. **Reroll immediately:**
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```
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generate_image with CORRECTED prompt emphasizing the mismatch
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```
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3. **Maximum 3 rerolls per asset**
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- If still doesn't match after 3 attempts, report to user
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---
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## ✅ STEP 4: GALLERY SYNC - SIDE-BY-SIDE COMPARISON
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**After successful generation:**
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1. **Copy to assets folder:**
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```bash
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cp ~/.gemini/antigravity/brain/*/[asset_name].png assets/sprites/[category]/
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```
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2. **Create comparison artifact:**
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- Show reference image
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- Show new generated image
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- Highlight matching Visual DNA elements
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3. **Update manifest:**
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```bash
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python3 scripts/generate_asset_manifest.py
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```
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4. **Visual verification:**
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- Open both images side-by-side
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- Verify outline thickness matches
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- Verify color vibrancy matches
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- Verify proportions match
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---
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## 🚫 STRICT RULES - NO EXCEPTIONS
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1. **NEVER generate without viewing references first**
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2. **NEVER accept mismatched visuals** (auto-reroll required)
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3. **NEVER use soft/realistic shading** (only flat cel shading)
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4. **NEVER use thin outlines** (always 5px thick black)
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5. **NEVER use muted colors** (always vibrant punk)
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---
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## 📋 QUALITY CONTROL CHECKLIST
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Before marking asset as "complete":
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- [ ] Viewed master references (Kai, Ana, Gronk, Zombie Scout)
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- [ ] Generated asset has 5px thick black outlines
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- [ ] Generated asset has 1:1 chibi proportions
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- [ ] Generated asset has flat cel shading
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- [ ] Generated asset has vibrant colors
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- [ ] Generated asset has transparent background
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- [ ] Visual comparison shows 100% match
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- [ ] Asset copied to correct folder
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- [ ] Manifest updated
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- [ ] User approved visual match
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---
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## 🎨 REFERENCE LIBRARY
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**Main Characters (ALWAYS check these first):**
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- Kai: Pink+green dreadlocks, katana, leather jacket
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- Ana: Pink hair, friendly face, survivor outfit
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- Gronk: Pink dreadlocks, vape, troll features
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**NPCs (check specific NPC reference):**
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- Ivan Kovač: Blacksmith, beard, piercings
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- Pek: Baker, apron, colored hair
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- Tehnik: Tech gear, piercings, tools
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- Šivilja: Seamstress, neon pink hair, scissors
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- Kustos: Museum curator, glasses, artifacts
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- Župan: Mayor, formal but punk
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- Arborist: Tree planter, nature gear
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- Teacher: Educator, books, punk style
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- Miro Pravnik: Lawyer, suit but punk
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- Glavni Smetar: Sanitation, gray dreads, broom
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- Priest: Gray dreads, cross tattoo, torn robes
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---
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## 🔄 AUTO-REROLL TRIGGERS
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**Immediate reroll if:**
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- Outlines < 4px or > 6px
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- Proportions are NOT 1:1 chibi
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- Shading has soft gradients
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- Colors are muted/realistic
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- Background is NOT transparent
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- Style doesn't match Cult of the Lamb aesthetic
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**Reroll prompt adjustments:**
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- Too realistic → ADD "flat cartoon cel shading"
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- Thin outlines → ADD "THICK 5px black outlines"
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- Wrong colors → ADD "vibrant neon [color]"
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- Wrong proportions → ADD "chibi 1:1, head equals body size"
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---
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**ACTIVATION:** Type `/strict_reference_mode` before any asset generation session
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**STATUS:** Active until explicitly disabled
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**PRIORITY:** MAXIMUM - overrides all other generation rules
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