Atlas Prompts

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials

👉 Tests: model default behavior, implicit biases, spontaneous stylization

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials, cinematographic, soft natural light

👉 Tests: response to minimal artistic direction, baseline rendering behavior

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials, fantasy aesthetic, subtle magical atmosphere, faint arcane motifs, soft ambient glow, grounded realism

👉 Tests: narrative injection, tendency toward magical elements, stylization drift beyond realism

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials, cinematographic, film still, shallow depth of field, natural color grading, soft directional light

👉 Tests: camera language bias, framing behavior, depth of field usage, film-like interpretation

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials, hyper-realistic, ultra detailed textures, physically accurate materials, high fidelity surface detail, neutral lighting

👉 Tests: material fidelity, micro-detail rendering, texture accuracy, realism prioritization

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, stylized illustration, clean shapes, simplified forms, controlled shading, crisp edges

👉 Tests: shape simplification, line clarity, abstraction level, departure from physical realism

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, painterly, fine art style, visible brush strokes, rich texture, expressive lighting, canvas-like rendering

👉 Tests: texture interpretation, brushwork simulation, structural softness, artistic rendering bias

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, bright whimsical style, vibrant colors, soft rounded forms, playful atmosphere, light and airy mood

👉 Tests: color palette shifts, tonal uplift, playful stylization, multi-parameter style entanglement

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, graphic design style, bold shapes, flat colors, high contrast, minimal shading, poster-like composition

👉 Tests: flatness vs depth, shape hierarchy, contrast control, layout simplification

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials, technical scan-like, flat even lighting, orthographic feel, high clarity, documentation style, minimal artistic interpretation

👉 Tests: neutrality, absence of stylization, documentation behavior, strict material representation

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, soft natural light, diffuse illumination, balanced exposure

👉 Tests: baseline lighting behavior, exposure balance, material readability under neutral conditions

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, high contrast lighting, strong shadows, sharp light falloff, dramatic highlights

👉 Tests: shadow control, highlight clipping, dynamic range handling, lighting dominance

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, volumetric fog, light rays, atmospheric haze, soft scattering

👉 Tests: atmospheric depth, light scattering, edge clarity under haze, spatial layering

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, neon lighting, emissive glow, colored light sources, strong color contrast

👉 Tests: color bleeding, emissive response, material-light interaction under colored lighting

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, low key lighting, dark moody atmosphere, minimal light, deep shadows

👉 Tests: shadow preservation, readability in low light, noise handling, contrast discipline

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, overexposed lighting, bright high key, blown highlights, washed light

👉 Tests: highlight handling, detail retention under high exposure, washout resistance

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, single directional spotlight, focused beam, strong falloff, isolated illumination

👉 Tests: subject isolation, shadow sharpness, light discipline

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, mixed lighting, warm and cool light sources, color contrast lighting

👉 Tests: color management, material response under mixed spectra

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, carefully arranged objects, balanced composition, clear spacing, minimal surrounding elements, clean and organized environment

👉 Tests: baseline environment introduction, composition stability under control

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, multiple objects around the book, natural arrangement, slight overlap, coherent composition, readable subject, subtle environment context

👉 Tests: object interaction, overlap handling, subject preservation

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, rich environment, layered elements, moderate visual density, surrounding objects and background details, subject remains identifiable

👉 Tests: environmental buildup, depth layering, readability under load

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, cluttered desk, uneven arrangement, overlapping objects, semi chaotic composition, visually busy but still readable

👉 Tests: disorder tolerance, composition resilience, semi-chaotic balance

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, chaotic scene, scattered objects, fragmented layout, unbalanced composition, visual disorder, reduced readability

👉 Tests: entropy handling, subject anchoring under stress, structural collapse

an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, chaotic scene, scattered objects, fragmented layout, unbalanced composition, visual disorder, but clean composition, clear spacing, highly readable subject

👉 Tests: conflict resolution hierarchy, chaos vs readability prioritization

The constraint layer is a dedicated suffix to be added to the above prompts for more creative models.

The goal is to force them to hold back on the creative aesthetic, storytelling and scene interpreting and focus on the subject.

• keep 100% of your original prompts intact
• append the constraint suffix
• not touch internal wording (for atlas integrity)

🔹 1. STRICT (for simple prompts)

For Styles and Light prompts

single subject focus, no additional objects, minimal environment, clean composition, subject centered, fully visible, no obstruction, controlled framing, simple background

🔹 2. RELATIVE (for complexity prompts)

For Scene Complexity prompts

subject remains dominant, clear focal point, readable composition, controlled layout, balanced elements, no subject obstruction, structured scene

This constraint layer was not used and the –style raw flag was used instead in MidJourney

Prompt: ultra detailed close-up portrait of a female subject, natural skin texture, visible pores, subtle asymmetry, realistic eyes, soft natural lighting, shallow depth of field

What it tests: facial realism, micro-detail rendering, eye accuracy, skin texture fidelity, subtle asymmetry handling

Prompt: full body photo of a female subject standing in a neutral pose, centered composition, realistic proportions, studio lighting, full figure visible from head to toe

What it tests: body proportions, symmetry, posture correctness, full-body coherence

Prompt: female subject in dynamic motion, running and twisting mid-action, natural motion blur, limbs extended, realistic anatomy under movement

What it tests: motion coherence, limb placement, anatomical consistency during action

Prompt: close-up of female hands holding a small object, detailed fingers, natural grip, visible joints and nails, shallow depth of field

What it tests: finger count accuracy, articulation, contact realism, fine motor detail

Prompt: female fantasy humanoid character wearing layered armor and fabric clothing, intricate design, detailed materials, standing in a neutral pose

What it tests: layering logic, costume complexity, material differentiation, humanoid design coherence

Prompt: a gryphon standing on rocky ground, detailed feathers and fur, wings partially open, realistic anatomy, natural lighting

What it tests: non-human anatomy, feather/fur rendering, hybrid animal structure coherence

Prompt: a humanoid figure blending human and deer features, antlers, elongated limbs, partially human face, organic fusion between species, natural environment

What it tests: anatomical blending, uncanny balance, hybrid morphology plausibility

Prompt: wide natural landscape with mountains and a valley, atmospheric perspective, distant haze, layered depth, natural lighting

What it tests: depth rendering, atmospheric perspective, large-scale composition

Prompt: large modern cityscape, dense buildings, streets and infrastructure, high level of detail, realistic perspective, daylight

What it tests: structural repetition, urban density, perspective accuracy

Prompt: detailed interior scene of a room filled with objects, furniture, and decorations, natural lighting, realistic spatial arrangement

What it tests: object relationships, spatial logic, scene composition

Prompt: a colossal primordial titan towering far beyond mountains, partially obscured by clouds, immense scale, environment dwarfed around it

What it tests: extreme scale handling, integration with environment, sense of magnitude

Prompt: a single ancient object placed on a surface, minimal environment, soft lighting, strong focus on the subject

What it tests: subject isolation, composition discipline, background suppression

Prompt: two to four female characters interacting in a scene, natural poses, eye contact, subtle gestures, coherent group composition

What it tests: multi-subject interaction, relational coherence, pose diversity

Prompt: a narrative moment showing a female character discovering something unexpected, clear emotional storytelling, environment supporting the scene

What it tests: storytelling ability, emotional expression, staging

Prompt: a chaotic battlefield scene with male and female soldiers, action, movement, overlapping figures, weapons, dust and debris in the air

What it tests: crowd handling, chaos vs readability, multi-character consistency

Prompt: scene filled with volumetric fog and visible light rays, atmospheric depth, soft diffusion, cinematic lighting

What it tests: volumetric rendering, light scattering, atmospheric realism

Prompt: cyberpunk scene with strong neon lighting, emissive colors, reflections, night setting, glowing environment

What it tests: color handling, emissive lighting, reflection interaction

Prompt: dark moody scene with low-key lighting, deep shadows, high contrast, dramatic atmosphere

What it tests: shadow detail, contrast control, low-light behavior

Prompt: bright overexposed scene with strong highlights, soft washed-out areas, high-key lighting

What it tests: highlight control, exposure handling, detail retention

Prompt: water splashing dynamically, frozen moment, high detail liquid motion, droplets suspended in the air

What it tests: fluid dynamics plausibility, motion freezing, particle detail

Prompt: smoke and fire rising in the air, complex swirling shapes, particles and embers, dynamic chaotic motion

What it tests: chaotic systems rendering, particle behavior, flow realism

Prompt: highly reflective objects made of glass and chrome, complex reflections of the environment, realistic lighting interaction

What it tests: reflection accuracy, material understanding, light behavior

Prompt: perfectly symmetrical architectural structure, centered composition, precise geometry, repeating patterns

What it tests: symmetry precision, alignment, geometric consistency

Prompt: object with complex engraved patterns and repeating textures, highly detailed surface, consistent repetition

What it tests: pattern consistency, detail repetition, drift resistance

Prompt: extreme macro shot of a small object or insect, very high magnification, shallow depth of field, fine surface detail

What it tests: macro realism, depth of field accuracy, micro-detail generation

Prompt: aerial top-down view of a large environment, terrain or city, clear layout, visible structure from above

What it tests: top-down coherence, layout logic, large-scale organization

Prompt: fashion editorial photoshoot of a female subject, stylized pose, detailed fabric, controlled lighting, studio or location setting

What it tests: pose direction, fabric behavior, stylistic control

Prompt: abstract representation of an emotion using shapes, colors, and forms, non-literal visual language

What it tests: abstract reasoning, non-representational creativity, symbolic interpretation