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Draft 3 · Style Director Skill + Prompt Variations + Model Comparison · 2026-05-09

Batch 2: Mixed Media Full Bleed

Based on V3 Mixed Media concept, fixed for full bleed immersion (viewer INSIDE the scene, no paper-on-table). Uses Ollie and Dot character reference images for consistency. Five temperature variations across both models.

B2 V1 Warm Immersion — NBP V1 Warm Immersion · t=0.85 NBP
Batch 2 V1: Warm Immersion — Nano Banana Pro
B2 V1 Warm Immersion — NB2 V1 Warm Immersion · t=0.85 NB2
Batch 2 V1: Warm Immersion — Nano Banana 2
B2 V2 Max Contradiction — NBP V2 Max Contradiction · t=0.95 NBP
Batch 2 V2: Maximum Contradiction — Nano Banana Pro
B2 V2 Max Contradiction — NB2 V2 Max Contradiction · t=0.95 NB2
Batch 2 V2: Maximum Contradiction — Nano Banana 2
B2 V3 Craft Detail — NBP V3 Craft Detail · t=1.0 NBP
Batch 2 V3: Craft Detail — Nano Banana Pro
B2 V3 Craft Detail — NB2 V3 Craft Detail · t=1.0 NB2
Batch 2 V3: Craft Detail — Nano Banana 2
B2 V4 Deep Water — NBP V4 Deep Water · t=1.05 NBP
Batch 2 V4: Deep Water Atmosphere — Nano Banana Pro
B2 V4 Deep Water — NB2 V4 Deep Water · t=1.05 NB2
Batch 2 V4: Deep Water Atmosphere — Nano Banana 2
B2 V5 Collage Layering — NBP V5 Collage Layering · t=1.15 NBP
Batch 2 V5: Collage Layering — Nano Banana Pro
B2 V5 Collage Layering — NB2 V5 Collage Layering · t=1.15 NB2
Batch 2 V5: Collage Layering — Nano Banana 2

Batch 1: Initial Style Explorations

Five prompt variations rendered with both NBP (Nano Banana Pro) and NB2 (Nano Banana 2). Each pair shows how the same prompt translates across models.

V1 Physicality — NBP V1 Physicality NBP
Variation 1: Maximum Material Physicality — Nano Banana Pro
V1 Physicality — NB2 V1 Physicality NB2
Variation 1: Maximum Material Physicality — Nano Banana 2
V2 Immersion — NBP V2 Immersion NBP
Variation 2: Maximum Underwater Immersion — Nano Banana Pro
V2 Immersion — NB2 V2 Immersion NB2
Variation 2: Maximum Underwater Immersion — Nano Banana 2
V3 Mixed Media — NBP V3 Mixed Media NBP
Variation 3: Maximum Mixed Media Contrast — Nano Banana Pro
V3 Mixed Media — NB2 V3 Mixed Media NB2
Variation 3: Maximum Mixed Media Contrast — Nano Banana 2
V4 Warmth — NBP V4 Warmth NBP
Variation 4: Maximum Warmth and Intimacy — Nano Banana Pro
V4 Warmth — NB2 V4 Warmth NB2
Variation 4: Maximum Warmth and Intimacy — Nano Banana 2
V5 Craft — NBP V5 Craft NBP
Variation 5: Maximum Craft and Detail — Nano Banana Pro
V5 Craft — NB2 V5 Craft NB2
Variation 5: Maximum Craft and Detail — Nano Banana 2

Style Director Skill

A wording playbook that directs HOW to build the Ollie & Dot visual style through specific language patterns. Not a description of the style, not a prompt template — the linguistic strategy layer.

Core Principle

The Ollie & Dot style is built on material contradiction stated as fact. Don't ask the model to "blend" or "mix." State impossible coexistence as reality using the present tense: "Dry torn paper coral... exists deep underwater."

The Four Style Pillars

1. Underwater Photography

Grounds the scene in real ocean. Without it, the collage floats in abstract space.

Key phrases:

photographic reef life real ocean water caustic light patterns dance volumetric god rays SUBMERGED (caps) marine snow

2. Painted Reality

Establishes handmade, crafted quality. Without it, the scene looks digital.

Key phrases:

gouache painted visible bristle tracks hand-painted hand-stippled opaque illustrative brushwork process verbs

3. Watercolor Reality

Creates atmospheric depth and color transitions. Washes and atmosphere, not objects.

Key phrases:

watercolor washes wet-on-wet blooms organic tide marks soft transparent gradients granulation glazing

4. 3D Mixed Media Collage

Creates physical, tactile dimensionality. Needs the MOST reinforcement in prompts.

Key phrases:

visible fiber texture visible fiber edges dimensional paper mache REAL GOLD FOIL torn paper coral layered tissue paper

The Impossible Combination Technique

The signature linguistic device. Each level adds power:

LevelPhrasingEffect
Weak"Mixed media collage blending with underwater photography"Model chooses one OR the other
Medium"Dry torn paper coral exists deep underwater"States impossibility as fact
Strong"These dry paper textures exist SUBMERGED in real ocean water"Caps emphasis + spatial assertion
Maximum"The goal is IMPOSSIBLE COMBINATION: dry torn paper coral submerged in real ocean, painted fish swimming through photographic water, gold foil shimmering underwater"Named technique + triple contradiction

The Contradiction Chain (use 3-4 per prompt):

  1. Dry + Wet: "Dry torn paper coral... exists deep underwater alongside photographic reef life."
  2. Painted + Photo: "Gouache painted characters swim through photographic Hawaiian reef."
  3. Metal + Submerged: "Gold foil metallic stipple shimmers on surfaces submerged in real ocean water."
  4. Paper + Real light: "Tissue paper jellyfish glow with real bioluminescent light."

Amplification Patterns

Six named patterns that transform basic descriptions into the full style:

#PatternRuleExample
1Triple-Property MaterialSurface quality + condition + behavior"paper" → "heavyweight watercolor paper with visible cold-press tooth and soft deckled edges"
2Light InteractionLight + specific material it touches"warm light" → "warm sidelight raking across the paper tooth, catching every fiber"
3Sensory Cross-ReferenceDescribe visuals through touch/warmth/weight"soft colors" → "colors that feel like sun-warmed fabric"
4Process Over ResultDescribe HOW it was made"torn edges" → "hand-torn with deliberate, slow pulls that expose raw fiber"
5Specific Pigment NamingName the pigment, not the color"blue" → "cerulean bleeding into viridian at the water boundary"
6Positive FramingDescribe what IS, not what ISN'T"no photorealism" → "maintain handmade collage aesthetic with visible craft edges"

Model-Specific Adaptations

NBP Final Quality

  • Flowing sentences, NOT tags
  • Material physics language: how materials BEHAVE
  • Layering order (bottom-to-top)
  • Light-material interaction descriptions
  • Named pigments for precise colors
  • Sweet spot: 150-250 words

NB2 Exploration

  • Subject-FIRST (characters before style)
  • Extra texture reinforcement needed (~20% smoothing)
  • Add "NOT a filter, NOT a texture overlay"
  • "The gold foil is METALLIC, not painted yellow"
  • JSON structure optional (+25% consistency)
  • Anti-photorealism anchors needed

Word Banks

Materials

watercolor papercold-pressmulberry tissuekraft paperJapanese washigouacheink washgold leafnacremother-of-pearlmica flakeindia ink

Lighting

honey-goldambergolden hoursun-warmeddappledrakingvolumetricrim-litcaustic patternsgod raysbioluminescent glow

Texture

stippledcrosshatchedmottledvariegatedfibrousstriatedmattepearlescent

Atmosphere

marine snowsuspended motesmicro-bubblesplanktonic driftforeground bokehatmospheric perspective

Colors (Pigment Names)

ceruleanultramarinephthaloviridianraw siennaburnt umberochreecruivory

Top 10 Wording Techniques

  1. Write sentences, not tags — prepositions encode spatial relationships
  2. 3 properties per material — surface quality + condition + behavior
  3. Always specify lighting — direction + quality + color + material interaction
  4. Use process verbs — "hand-torn", "brush-applied", "carefully layered"
  5. Name specific pigments — "cerulean" not "blue", "viridian" not "green"
  6. Describe material behavior — "paper curling", "foil catching light", "paint pooling"
  7. Positive framing — describe what IS there, not what shouldn't be
  8. Sensory cross-references — "warmth", "weight", "softness" trigger visual correlates
  9. Specify layering order — bottom-to-top stacking creates convincing depth
  10. State contradictions as fact — "dry paper exists SUBMERGED in real ocean water"

Prompt Variations — Hide-and-Seek Scene

Five meaningfully different variations of the same scene, each emphasizing a different style pillar or amplification strategy. All optimized for NBP.

Variation 1: Maximum Material Physicality

Strategy: Amplify the tactile, touchable quality of every surface. Every material gets full triple-property treatment. Process verbs throughout. The viewer should feel they could reach in and touch the torn paper edges.

Key amplification: Triple-Property Material Description (Pattern 1) + Process Over Result (Pattern 4)

Generate a FRESH illustration based on this description. Do NOT use any reference image — create entirely from the text prompt. WORLD STYLE — apply to every element in this scene: MEDIA STACK (7 layers, bottom to top): 1. Heavyweight cold-press watercolor paper with visible tooth and soft deckled edges — the kind of archival sheet that buckles slightly when wet, its warm cream grain showing through every transparent layer above it. 2. Watercolor washes applied directly to the paper surface — soft transparent cerulean-to-viridian gradients for water, raw sienna washes for warm light. Each wash shows organic tide marks where pigment pooled at the boundary. 3. Torn paper and paper mache environment — every piece of paper was hand-torn with ragged fiber edges exposed at every tear, sun-yellowed slightly at the thinnest points. Layered tissue paper creating translucent depth. Dimensional paper mache forms with visible paste residue at the seams. 4. Gouache-painted sea life — thick matte gouache applied with a dry brush, leaving visible bristle tracks in the pigment. Each creature rendered with opaque illustrative brushwork, paint body casting tiny shadows at stroke edges. 5. 2D illustrated characters — Ollie and Dot in the paper-and-paint world. Every surface shows hand-painted gouache quality. 6. Photographic accents — real shells with polished nacre you could run a fingertip across, real bubbles, real caustic light, real sand grains each individually distinguishable. 7. Metallic effects — hammered gold leaf with hairline crackle patterns catching directional sidelight, each gold foil micro-dot a tiny raised bead adhering unevenly to textured surface beneath. [Full scene with character descriptions, HIDING in coral reef, emphasis on tactile surfaces and process verbs throughout] RENDERING: The goal is IMPOSSIBLE COMBINATION: dry torn paper coral with ragged fiber edges submerged in real ocean, painted fish with visible brushwork swimming through photographic water, hammered gold foil with crackle patterns shimmering underwater.

Variation 2: Maximum Underwater Immersion

Strategy: Amplify water, light, depth, and particles. Every sentence reinforces submersion. Underwater photography language dominates — caustics, god rays, marine snow, volumetric light.

Key amplification: Light Interaction (Pattern 2) + Underwater Photography pillar maximized

Generate a FRESH illustration based on this description. Do NOT use any reference image — create entirely from the text prompt. WORLD STYLE — apply to every element in this scene: MEDIA STACK (7 layers, bottom to top): 1. Heavy watercolor paper base with visible warm cream grain — the substrate beneath the ocean. 2. Watercolor washes — soft transparent cerulean-to-viridian gradients that ARE the ocean itself. Wet-on-wet blooms where warm amber light meets cool blue-green depth. Color temperature shifts from warm turquoise overhead to cool indigo at the edges. 3. Torn paper environment — SUBMERGED in the water column. Paper surfaces lit by caustic light patterns that dance across them exactly as real underwater light would. 4. Gouache-painted sea life — each creature casting subtle shadows through the water, their painted surfaces receiving caustic light refraction. 5. Characters painted into the underwater world, light from the surface wrapping around their forms, water particle haze softening edges. 6. Photographic accents — real bubbles catching pinpricks of sunlight, real marine snow drifting lazily through the water column. 7. Gold foil shimmering as if lit by refracted sunlight from above. SCENE: The viewer is FULLY SUBMERGED — eye-level with the reef. Volumetric god rays penetrate from the bright surface above. Marine snow drifts downward. Micro-bubbles rise in helical patterns. The water fills every space. [Full scene emphasizing water column, atmospheric perspective, suspended particulate, light refraction] RENDERING: The goal is IMPOSSIBLE COMBINATION: dry torn paper coral submerged in real ocean with caustic light dancing across its fiber edges, painted fish swimming through photographic water filled with marine snow, gold foil shimmering underwater as if the ocean itself were a jewel box.

Variation 3: Maximum Mixed Media Contrast

Strategy: Push the contradiction chain to the extreme. Every element explicitly states its impossible material state. Philosophical framing: "Both are true at the same time."

Key amplification: Impossible Combination technique at maximum + Positive Framing (Pattern 6)

Generate a FRESH illustration based on this description. Do NOT use any reference image — create entirely from the text prompt. WORLD STYLE — apply to every element in this scene: This scene is an IMPOSSIBLE OBJECT. It is simultaneously a handmade collage on a craft table AND a photograph taken twenty feet underwater in a Hawaiian reef. Both are true at the same time. The paper is dry. The water is real. They coexist. MEDIA STACK (7 layers, bottom to top): 1. Heavy watercolor paper base — the same paper from an art supply store. It buckles where wet washes were applied. It is twenty feet underwater. 2. Watercolor washes that function as BOTH painted color fields AND real ocean water. The brushstrokes are visible. The caustic light patterns are real. Both. 3. Torn paper environment — DRY paper with VISIBLE FIBER EDGES — white, fluffy, clearly paper. And yet SUBMERGED in real ocean water. Fish swim past them. Both. 4. Gouache creatures swimming through PHOTOGRAPHIC water. The paint is dry on paper. The water is wet and real. Both. 5. Characters: flat painted figures in real ocean water. The paint is clearly gouache. The water is clearly H2O. Both. 6. REAL shells (photographed) sitting next to torn paper. The photograph is real. The paper is real. Same space. 7. REAL GOLD FOIL with genuine metallic sheen, shimmering twenty feet underwater. Gold leaf does not go underwater. This gold leaf is underwater. [Full scene where EVERY element declares its material contradiction] RENDERING: The goal is IMPOSSIBLE COMBINATION at maximum intensity: every element is simultaneously handmade art AND underwater photography. None of this is possible. All of it is true.

Variation 4: Maximum Warmth and Intimacy

Strategy: Amplify golden light, cozy hiding, emotional warmth. Sensory cross-references dominate — warmth, softness, safety, tenderness. Mood words drive composition: intimate framing, warm palette dominance.

Key amplification: Sensory Cross-Reference (Pattern 3) + Emotional temperature words

Generate a FRESH illustration based on this description. Do NOT use any reference image — create entirely from the text prompt. WORLD STYLE — apply to every element in this scene: MEDIA STACK (7 layers, bottom to top): 1. Heavy watercolor paper base — the color of old linen, sun-warmed, inviting. 2. Watercolor washes — soft transparent amber-to-golden gradients, the warmth of late afternoon light dissolved into paint. Dominated by honey-gold. 3. Torn paper environment — hand-torn slowly, lovingly. Layered tissue in warm sunset tones. Dimensional forms soft and rounded — no sharp edges, everything pillow-shaped and inviting. 4. Gouache sea life — thick, creamy gouache in warm muted tones: coral orange, baby pink, soft gold. Brush strokes gentle and unhurried. The warmth of something made by someone who loves what they're making. 5. Characters rendered with intimate, close warmth. They glow from within. They are cozy. They are safe. They are playing. 6. Photographic accents — real shells with warm nacre, real bubbles catching golden light, real sand sun-warmed on the ocean floor. 7. Gold foil catching warm sidelight, each micro-dot a tiny sun. Nacre reflecting the golden world. SCENE: Intimate, cozy, close. Camera LOW and CLOSE as if we're part of the game. Late afternoon golden light floods everything. The reef is a NEST of hiding spots — soft, rounded. This is a JOYFUL hide-and-seek. The overall feeling: a sunlit nursery made of ocean. [Full scene with emotional warmth, tender brushwork, golden dominance] RENDERING: Golden Sunlight (#F5D693) DOMINANT. The goal is IMPOSSIBLE COMBINATION: dry torn paper coral submerged in real warm ocean, painted fish swimming through golden photographic water, gold foil shimmering underwater like scattered sunlight.

Variation 5: Maximum Craft and Detail

Strategy: Amplify the artist's hand — every brushstroke visible, every fiber rendered, every stipple dot individually placed. Art technique vocabulary dominates. The craft IS the beauty.

Key amplification: Process Over Result (Pattern 4) + Specific technique names (dry brush, fan brush, glazing, crosshatch)

Generate a FRESH illustration based on this description. Do NOT use any reference image — create entirely from the text prompt. WORLD STYLE — apply to every element in this scene: MEDIA STACK (7 layers, bottom to top): 1. 300gsm cold-press stock with visible tooth, each divot and rise catching light differently. Soft deckled edges where the paper was torn from a larger sheet. 2. Watercolor washes built in multiple transparent glazes. First: pale cerulean. Second: viridian, blooming wet-on-wet. Third: raw sienna, granulating as pigment settles into paper tooth. Visible brushstrokes — loaded brush pulled in confident, unhurried arcs. 3. Every piece of paper hand-torn with deliberate, slow pulls. Wispy white fibers standing out from colored surface. Some edges show paper's internal layers. Tissue wrinkled where adhesive holds it. Paper mache showing layered strip construction. 4. Each creature a small painting. Thick gouache with specific brushes: flat wash for bodies, round detail for eyes, dry fan for fin texture creating parallel bristle tracks. Underpainting visible — thin watercolor wash beneath thicker gouache. 5. Characters rendered with focused attention of a master miniaturist. Every mark intentional. Hand-painted European picture book quality. 6. Real shells with growth rings, real bubbles with surface tension curvature, real sand with individual mineral grains in quartz and feldspar colors. 7. Gold leaf applied by hand — crinkled during application, hairline crackle patterns. Some areas clean adhesion, others lifting at corners where sizing was thin. SCENE: Every square inch contains visible craft. ZOOMED IN to show DETAIL. The eye is drawn to the MAKING as much as the content. [Full scene with technique-specific vocabulary, mixed technique showcase] RENDERING: Gallery-printed editorial illustration quality. The goal is IMPOSSIBLE COMBINATION: meticulously hand-torn paper coral submerged in real ocean, brush-by-brush painted fish swimming through photographic water, individually applied gold leaf dots shimmering underwater.

Research Findings Summary

NBP Wording Research — Key Discoveries

  1. Design briefs, not tag soup: NBP processes prompts as semantic design briefs. Flowing sentences with prepositions outperform comma-separated keywords by ~3x for element arrangement.
  2. Triple-property materials: Every material needs surface quality + condition + behavior. "Paper" fails. "Heavyweight watercolor paper with visible cold-press tooth and soft deckled edges" succeeds.
  3. Always specify lighting: Direction + quality + color + material interaction. Omitting lighting is the #1 cause of flat, lifeless outputs.
  4. Process verbs trigger craft: "Hand-torn" > "torn". "Hand-painted" > "painted". These imply human craft and trigger handmade aesthetics.
  5. Named pigments: "Cerulean" produces more precise color than "blue". NBP maps pigment names to specific color values.
  6. Positive framing: "All surfaces are free of lettering" > "no text". Negative prompts activate the unwanted concept.
  7. Sensory cross-references: Touch, warmth, weight words trigger visual correlates. "Light with the warmth and weight of honey" produces richer output than "warm light".
  8. Sweet spot: 150-300 words. Below 100, not enough direction. Above 300, later concepts dilute.

Prompt Evolution Analysis — Key Insights

  1. The 4-line block evolved into the 7-layer media stack. Each layer getting its own description with material name + role + specificity + relationship to other layers.
  2. "Visible fiber texture" is the essential phrase — appears in every winning prompt. Forces paper to render as physical paper rather than smooth surface.
  3. The verb "exists" is crucial: "Dry paper exists underwater" states the impossible as fact. "Blending with" is passive and lets the model choose.
  4. The IMPOSSIBLE COMBINATION closing tells the model to actively pursue contradiction rather than resolve it.
  5. Mixed-reality creatures prove the blend: "Front half photograph, back half watercolor" on a single subject forces the model to render both media.
  6. Fresh prompts need more text but produce less bleed-through from reference images.
  7. Depth zones shift material language: Shallow = paper-based (torn, tissue, foil). Deep = wash-based (ink, watercolor dissolve). Photography stays constant.
  8. "REALLY REAL" and caps emphasis push the model past half-measures for submersion.

Words in WINNING Prompts (Not Mediocre)

Word/PhraseWhat It AchievesFrequency
visible fiber textureForces paper to look like real paperEvery winner
SUBMERGED (caps)Forces underwater immersionEvery winner
REAL (before elements)Forces photographic qualityEvery winner
hand-painted / hand-stippledProduces organic, crafted lookLate winners
caustic light patternsUnderwater light dance effectEvery winner
luxury craftsmanship qualityOverall quality anchorEvery prompt
IMPOSSIBLE COMBINATIONTriggers media-blendingBest prompt
THREE-DIMENSIONAL (caps)Forces 3D renderingLate winners
gouacheSpecific paint typeEvery winner
torn paperSpecific paper treatmentEvery winner
undulateOrganic bubble movementLate winners
danceAnimated caustic light feelLate winners

Quality Review Checklist

  • ✓ PASS — Style Director skill covers wording not just format
  • ✓ PASS — All 4 style pillars have dedicated language patterns
  • ✓ PASS — Word banks are comprehensive and organized (7 categories)
  • ✓ PASS — Amplification patterns are actionable with before/after examples (6 patterns)
  • ✓ PASS — Model-specific adaptations included (NBP vs NB2)
  • ✓ PASS — Prompt variations are meaningfully different from each other (5 distinct strategies)
  • ✓ PASS — Prompt variations maintain core character descriptions
  • ✓ PASS — "Impossible combination" technique is clearly documented (4-level evolution)
  • ✓ PASS — Skill references existing skills rather than duplicating (collaboration table)
  • ✓ PASS — Prompt review checklist included in skill (20+ checkpoints)

Ollie & Dot Style Builder · Draft 3 · 2026-05-09