Stable Diffusion Online vs Local
Stable Diffusion Online vs Local connects choose online or local Stable Diffusion to a curated English SEO page with model notes, prompt patterns, FAQ coverage, real examples, and related internal links.
What this workflow covers
Stable Diffusion Online vs Local is designed for users deciding where to run image prompts and how to adapt them inside a specific tool. It targets the intent to choose online or local Stable Diffusion, but the page avoids thin keyword stuffing by connecting the topic to prompt structure, real prompt examples, internal links, and FAQ answers.
The practical goal is simple: help someone understand what to write next. The page explains how Stable Diffusion Online vs Local prompts should define subject, constraints, references, style, and output checks before a model or generator is blamed for a weak result.
- Use this workflow when the search intent is "choose online or local Stable Diffusion" and the visitor needs examples before writing from scratch.
- Choose it when Stable Diffusion Online vs Local work requires visible constraints such as subject, angle, lighting, composition, text, aspect ratio, or editing target.
- Use the real prompt examples below to see how other prompts structure the same problem, then adapt one variable at a time.
- Keep it as an internal link target for related prompt collections so users can move from broad discovery into specific prompt pages.
Recommended Stable Diffusion Online vs Local workflow
show how to prepare prompts for the tool interface while keeping the reusable prompt library as the source of truth. A good workflow should be repeatable, inspectable, and easy to adapt across tools. The same prompt can behave differently in GPT-IMAGE-2, Nano Banana 2, Stable Diffusion, Midjourney, Jimeng AI, or a local ComfyUI setup, so this page keeps the reusable structure separate from tool-specific adjustments.
- Start by defining the job: what the image must communicate, where it will be used, and what failure would make the result unusable.
- Translate the job into a prompt skeleton for Stable Diffusion Online vs Local: subject, scene, medium, camera or composition, style constraints, and output constraints.
- Pick one example prompt from this page and copy only the structure that matches the job; avoid copying decorative phrases that do not serve the image.
- Run a first generation, then change one variable at a time: framing, lighting, color palette, reference strength, text content, or background density.
- Save the winning prompt with notes about model, tool, aspect ratio, and any reference images so the pattern can be reused later.
- prepare inputs, choose prompt examples, run controlled variations, and save winning structures
Quality checks before publishing
Before using a generated image in production, review the output against the original job. The best prompt is not the longest prompt; it is the prompt that makes the model spend attention on the details that matter.
- Stable Diffusion Online vs Local should have a clear subject and a visible hierarchy; if the prompt gives equal weight to every detail, the image often becomes noisy.
- The prompt should separate content from style, especially when moving between GPT-IMAGE-2, Nano Banana 2, Stable Diffusion, Midjourney, or other image models.
- If the output needs readable text, keep the phrase short, quote it exactly, and verify the final image rather than assuming the model handled typography perfectly.
- If the output must match a brand, character, room, product, or reference image, name the fixed traits and describe what is allowed to change.
- Avoid stacking too many model-specific shortcuts on a reusable prompt page; keep the main prompt portable, then add model notes as a final layer.
- Review whether the page sends visitors to deeper prompt examples, related use cases, and FAQ answers instead of trapping them in a generic SEO article.
Common mistakes to avoid
Most failed image generations are not caused by a missing magic word. They usually come from unclear hierarchy, mixed intent, unsupported text requirements, or a prompt that asks for too many changes at once.
- Writing a Stable Diffusion Online vs Local prompt as a pile of keywords without a production goal.
- Changing model, tool, aspect ratio, and reference image at the same time, which makes it impossible to learn what improved the output.
- Using vague quality words such as beautiful or professional without defining the visible evidence of quality.
- Ignoring downstream use, such as ecommerce crop safety, ad text legibility, app store screenshots, or poster readability.
- Treating Stable Diffusion Online vs Local as a final answer instead of a starting point connected to prompt examples and iteration notes.
Stable Diffusion Online vs Local prompt patterns
Production brief prompt
Create a Stable Diffusion Online vs Local image for [audience] that communicates [message]. Main subject: [subject]. Scene: [setting]. Composition: [camera angle, crop, spacing]. Style: [medium, lighting, color direction]. Constraints: [aspect ratio, readable text, brand colors, negative space]. Avoid: [visual mistakes, clutter, wrong mood].
It separates the job, subject, scene, style, and constraints, which makes the prompt easier to test across different image models.
Reference-aware prompt
Using the reference as the fixed source of truth, generate a Stable Diffusion Online vs Local variation. Preserve [identity traits, product shape, logo placement, character features, room layout]. Change only [background, lighting, camera angle, outfit, color palette]. Keep the output consistent with [use case] and do not invent extra objects.
It tells the model what is fixed and what can change, which is critical for image editing, character consistency, product shots, and brand work.
Iteration prompt
Revise the previous Stable Diffusion Online vs Local result by improving [one problem]. Keep [successful elements] unchanged. Adjust [single variable] to [specific direction]. The final image should feel [desired mood] and remain suitable for [placement or channel]. Do not change [protected details].
It controls iteration by changing one variable at a time, so you can learn which instruction improved or damaged the output.
Model transfer prompt
Rewrite this Stable Diffusion Online vs Local prompt for [target model or tool]. Keep the core subject, composition, and constraints. Convert unsupported syntax into natural language. Add model-specific notes only at the end: [aspect ratio, style strength, reference strength, negative prompt, seed, or typography instruction].
It preserves the creative brief while allowing each model or tool to receive the instructions in a format it can use.
Prompt examples for Stable Diffusion Online vs Local
These examples are selected from the current English prompt catalog so the page links visitors into real prompt detail pages instead of stopping at generic advice.

Collectible Figure Workspace Photo
Photorealistic high-quality studio photo of a modern digital art workspace, showing the concept of “from 3D virtual character to real collectible figure.” In the foreground, a highly realistic collectible figurine of [Character Name / Character Identity] is placed on a round wooden display stand. The character has [facial features / appearance], [hairstyle], and a [expression / personality vibe]. The figure is wearing [outfit / costume]. The overall design is refined, premium, and instantly recognizable. The figurine should have realistic collectible statue quality, with subtle resin/sculpture material feel, while still looking highly believable and visually realistic. The pose is [character pose], natural, stable, elegant, and display-worthy. Shot from a low-angle close-up perspective with slight wide-angle distortion, vertical composition, emphasizing the full figure, clothing structure, leg lines, and pose. In the background, there is a professional 3D character design workstation with two large curved monitors. Both monitors must show the exact same character as the foreground figurine — same face, same hairstyle, same outfit, same pose, and same overall vibe — clearly expressing the idea of turning a digital 3D character into a real physical figure. The left monitor shows a gray sculpt / clay model view in a professional 3D sculpting software interface, similar to ZBrush. The gray model must match the foreground figure exactly in character design, pose, outfit structure, and facial identity. The right monitor shows the fully rendered colored version of the same character, also matching the foreground figure exactly in face, hairstyle, outfit, pose, and temperament. Together, the two monitors reinforce the workflow of “digital character design → physical collectible statue.” On the desk are a keyboard, mouse, monitor arms, drawing tablet, stylus, and other 3D modeling tools. The workspace is clean, professional, and visually premium. Optional extra elements: [weapon / accessories / theme props / IP-style design details]. Lighting is a mix of soft studio lighting and indoor workspace lighting. The foreground figurine is evenly lit with clear facial and material detail, while the monitors emit cool-toned tech light. Overall mood is realistic, clean, premium, slightly shallow depth of field, ultra-detailed, emphasizing the collectible figure quality, professional 3D design studio atmosphere, and the visual concept of “from digital model to real figure.” photorealistic, ultra detailed, cinematic studio lighting, realistic figurine, collectible statue, 3D character design studio, from digital model to real figure, vertical composition

Infographic Visualization Design
Visual design specifications: Aspect ratio 9:16 (vertical phone infographic); background texture is beige handmade washi paper with a breathing feel, featuring fine fiber texture and slight water stain diffusion at the corners; color scheme includes ripe tomato red (#E23A28), extra virgin olive oil gold (#F2C94C), tender grass green (#6FCF97), and carbon black ink lines; layout logic features large title at the top, Z-shaped flow in the middle, panoramic finished product at the bottom, and artistic white space treatment. Recipe content planning: 1) Top title "Tomato and Egg Stir-fry: The Soul Dish of the Nation", in hand-drawn calligraphy style, with a small red "Chef's Recommendation" seal on the side. 2) Step sections (Z-shaped flow layout): Step 1 Selection and Preparation (top left): Three tomatoes, four free-range eggs, one bunch of green onions; Instructions: Dice tomatoes into small pieces, beat eggs evenly; Chef's tip: Peel tomatoes before dicing for richer juice and smoother texture; Insight: Choose fully ripe tomatoes, and you're halfway to success. Step 2 The Magic of Egg Mixture (top right): Rapidly beating egg mixture with chopsticks, creating bubbles and dynamic lines; Instructions: Add a pinch of salt and a few drops of warm water; Chef's tip: Adding warm water or white vinegar makes eggs fluffier; Insight: Beat thoroughly, as air is the secret to fluffiness. Step 3 High-Heat Fluffy Eggs (middle left): Egg mixture rapidly expanding like clouds in an iron wok, with watercolor effects showing steam; Instructions: Pour into hot oil, quickly scramble, and remove when 80% cooked; Chef's tip: Use high heat, add when smoke appears to instantly lock in moisture; Insight: Better slightly undercooked than overcooked. Step 4 Rich Tomato Juice (middle right): Tomatoes rolling with semi-melted edges and bright red juice flowing; Instructions: Stir-fry until juice releases, add a little sugar and salt; Chef's tip: Lightly press with spatula to speed up juice extraction, add a spoon of tomato paste for color; Insight: Sugar neutralizes acidity and enhances freshness. Step 5 The Final Harmony (bottom left): Eggs returned to the wok to intertwine with tomato juice, sprinkle with green onions; Instructions: Let eggs absorb tomato juice, turn off heat and plate; Chef's tip: Add a few drops of sesame oil before serving for aroma; Insight: Work quickly to maintain vibrant colors. 3) Bottom finished product illustration: Tomato and egg stir-fry served in a deep blue-and-white porcelain plate, bright red sauce enveloping golden chunks of eggs, garnished with green onions, watercolor rendering of translucent sauce texture, with wisps of steam at the edges; Visual appeal: Makes you want to immediately serve it with a bowl of rice. 4) Bottom center signature: [ The Photographer's Kitchen Diary · 2025 ].

Ink wash double exposure character poster
A cinematic character promotional poster of [SUBJECT], vertical composition (9:16), designed with a refined East-Asian ink aesthetic and high-end visual storytelling. STRUCTURE: Top-heavy hierarchical layout. The upper half features a large, highly recognizable silhouette of [SUBJECT]'s head / face / mask / upper body, forming a bold, iconic primary shape. The silhouette should be instantly identifiable. The middle-lower section contains the full-body version of [SUBJECT] as a secondary subject, standing in a stable pose or subtle action stance, forming the visual core. COMPOSITION STYLE: Inside the large silhouette and around the character, use double exposure and collage storytelling. Integrate multiple elements: - key scenes related to [SUBJECT] - symbolic imagery and environment - small narrative figures and interactions - supporting visual motifs Blend everything seamlessly using clouds, mist, ink diffusion, and negative space. VISUAL FLOW: Create a continuous flowing visual path from top to bottom, connecting: - upper silhouette - inner collage elements - full-body subject Ensure smooth eye guidance and compositional cohesion. SIDE ELEMENTS: Add balanced supporting elements on left and right sides to create tension, depth, and spatial variation. STYLE & ATMOSPHERE: - Large areas of negative space - Ink-wash diffusion edges, soft fading, subtle fragmentation - Eastern aesthetic: balance of emptiness and detail - Calm, premium, restrained, cinematic tone QUALITY: Ultra-detailed, high resolution, layered depth, soft lighting, atmospheric perspective, cohesive series-style design. OUTPUT: 9:16 aspect ratio, poster-ready composition.

4-Panel Japanese Digital Ad Banner Grid
{
"type": "2x2 grid of Japanese digital advertisement banners",
"layout": {
"structure": "4 equal quadrants",
"quadrants": [
{
"position": "top-left",
"theme": "Travel",
"subject": "A couple holding hands on a white sand beach, looking out at turquoise ocean water under a bright blue sky.",
"elements": ["red hibiscus flower in bottom left corner"],
"text_labels": [
"今年こそ、解き放て。",
"{argument name=\"travel destination\" default=\"沖縄旅行\"}",
"3日間の癒やし旅",
"航空券+ホテル",
"39,800円〜",
"絶景、グルメ、体験 ぜんぶ叶う!"
],
"icons": {
"count": 3,
"descriptions": ["airplane", "hotel building", "car"]
}
},
{
"position": "top-right",
"theme": "Skincare",
"subject": "Close-up portrait of a young woman with glowing, dewy skin, eyes closed, gently touching her cheeks.",
"elements": [
"soft pink gradient background",
"dynamic water splash effects",
"pink cosmetic jar labeled '{argument name=\"skincare product name\" default=\"LUMIÈRE\"} Brightening Gel'"
],
"text_labels": [
"毛穴・くすみ卒業!",
"透明感あふれる",
"水光肌へ",
"新感覚スキンケア",
"初回限定 78%OFF",
"{argument name=\"discount price\" default=\"1,980円\"}"
],
"badges": {
"count": 3,
"style": "gold circular",
"labels": ["毛穴ケア", "高保湿", "ハリ・ツヤ"]
}
},
{
"position": "bottom-left",
"theme": "Gourmet Food",
"subject": "Thick, sliced, medium-rare steak sizzling on a dark grill plate.",
"elements": [
"garlic chips",
"rosemary sprig",
"dark background with smoke and glowing embers"
],
"text_labels": [
"とろける旨さ!",
"{argument name=\"food item\" default=\"黒毛和牛\"}",
"贅沢ステーキ",
"期間限定",
"特別価格",
"通常価格 8,980円",
"4,980円"
],
"badges": {
"count": 1,
"style": "red circular",
"labels": ["A4 A5等級"]
}
},
{
"position": "bottom-right",
"theme": "Online Education",
"subject": "Young man in a blue shirt studying at a desk, writing in a notebook next to an open laptop.",
"elements": ["bright indoor lighting", "desk environment"],
"text_labels": [
"スキマ時間で",
"{argument name=\"education goal\" default=\"最短合格!\"}",
"オンライン資格講座",
"スマホで完結",
"効率学習で差がつく!",
"今だけ! 受講料 20%OFF"
],
"badges": {
"count": 1,
"style": "blue circular",
"labels": ["受講者数 10万人 突破!"]
},
"icons": {
"count": 2,
"descriptions": ["smartphone", "open book"]
}
}
]
}
}
Earth Signs Zodiac Character Poster
{"type":"vintage zodiac character infographic poster","theme":"earth signs only","language":"Traditional Chinese","style":{"overall":"elegant editorial infographic with soft anime-inspired live-action portrait compositing","palette":"warm beige, cream, taupe, olive-gray, muted brown, antique gold","mood":"stable, refined, calm, practical","texture":"aged paper background with subtle speckles and thin ornamental borders","rendering":"clean high-resolution print poster, soft lighting, delicate botanical and celestial line art"},"poster":{"orientation":"vertical","aspect_ratio":"3:4","title":"十二星座角色清單|土象星座","subtitle":"穩定・務實・沉著","decorations":["ornamental corner filigree","small gold sparkles","botanical branches","mountain illustrations","thin panel dividers"],"sections_count":3},"layout":{"sections":[{"title":"金牛座 Taurus","position":"top","count":1,"labels":["元素:土","概念:感官收藏家,穩穩生活","性格:務實、耐心、重享受","行動原則:先確認值得,再長線投入","戀愛傾向:慢熱但專情,重安全感","人際怪癖:對喜歡的人會默默餵食"]},{"title":"處女座 Virgo","position":"middle","count":1,"labels":["元素:土","概念:秩序管理者,細節控場","性格:理性、細膩、可靠","行動原則:先整理,再精準出手","戀愛傾向:用照顧和實際行動表達喜歡","人際怪癖:嘴上挑剔,心裡其實很在乎"]},{"title":"摩羯座 Capricorn","position":"bottom","count":1,"labels":["元素:土","概念:登峰實幹家,目標導向","性格:穩重、自律、有責任感","行動原則:先規劃,再穩定推進","戀愛傾向:慢熟務實,願意長期承諾","人際怪癖:關心常包裝成提醒與安排"]}],"centerpiece":"three stacked horizontal character cards, each with a portrait on the left and text profile on the right"},"character":{"identity":"the same young East Asian woman appears in all 3 sections","age":"early 20s","hair":"long dark brown to black hair in a low ponytail with side part","face":"soft feminine features, natural makeup, calm expression","customization":"keep the same base character across all zodiac entries, differentiated by wardrobe, pose, props, and themed background motifs"},"cards":[{"sign":"Taurus","symbol":"♉","portrait":{"pose":"waist-up, slightly turned, holding a ceramic mug with both hands","outfit":"cream knit sleeveless top under a soft sage-gray cardigan with delicate floral embroidery","expression":"gentle, relaxed, nurturing","props_count":1,"props":["mug"]},"background":"large pale circular halo, floral branch illustration, soft botanical motifs, small mountain drawing in upper right","visual_concept":"comfort, sensuality, domestic calm, slow living"},{"sign":"Virgo","symbol":"♍","portrait":{"pose":"waist-up, one hand holding a pen near the chin, the other arm holding an open notebook or planner","outfit":"light cream blouse with a bow tie collar under a pale sage vest with gold buttons","expression":"thoughtful, analytical, composed","props_count":2,"props":["pen","notebook"]},"background":"fine geometric diagram lines, botanical sprigs, diamond emblem with leaf motif","visual_concept":"order, precision, intelligence, organization"},{"sign":"Capricorn","symbol":"♑","portrait":{"pose":"waist-up, arms crossed, confident upright stance","outfit":"charcoal tailored blazer over a dark vest and crisp white shirt, small round lapel pin","expression":"serious, disciplined, self-assured","props_count":0,"props":[]},"background":"dramatic layered mountain landscape in sepia tones with subtle star-like sparkles","visual_concept":"ambition, endurance, authority, climbing toward goals"}],"typography":{"title_font":"classic high-contrast serif Chinese type","sign_name_font":"large bold Chinese serif with elegant italic Latin zodiac name","body_font":"clean readable Chinese print font","icon_style":"filled circular brown icons next to each bullet line"},"composition":{"margin":"generous cream margins","panel_style":"rounded rectangular panels with thin gold-brown borders","spacing":"even vertical stacking with narrow separators","text_alignment":"left-aligned profile bullets on the right side of each card"}}
Rural Station Schoolgirl Scene
A cinematic anime-style illustration of a quiet rural Japanese train station in early summer, filled with travel nostalgia and bright midday light. In the foreground, one high school girl stands alone on the platform near the left side of the frame, facing slightly toward the viewer with a shy, gentle posture, her legs together and one foot angled inward. She has {argument name="hair color" default="black"} short bobbed hair with soft bangs, and wears a classic Japanese sailor school uniform: a white long-sleeved sailor blouse with navy trim, a vivid red neckerchief, a dark navy pleated skirt, white socks, and dark brown loafers. She holds a dark school bag in one hand at her side. Her expression should feel calm, a little wistful, as if she was just about to speak before the train arrived. Place her beside an old weathered wooden station building with large windowpanes and a simple wooden bench. Above her is 1 hanging station sign reading {argument name="station name" default="山ノ下駅"}, with smaller romanized text “YAMANOSHITA” and small local line information beneath it. The right half of the image opens to 1 set of railway tracks receding into the distance, bordered by lush green grass and wildflowers, with 1 small local train approaching from far down the line. Add a few utility poles running alongside the tracks. In the deep background, show a dramatic mountain range with lingering snow on the peaks under a vivid blue sky with scattered white clouds. Composition should balance the girl on the left and the railway perspective on the right, with detailed background scenery, crisp sunlight, soft anime rendering, realistic textures in the station wood and rails, and a heartfelt slice-of-life travel mood.
Spanish GRWM Morning Beauty Thumbnail
A vertical 9:16 TikTok-style GRWM beauty thumbnail set in a warm, sunlit Mediterranean-inspired bedroom. A stylish young woman with {argument name="hair color" default="dark brown"} hair in a messy curly updo sits at a marble vanity, leaning forward with one arm folded and the other hand applying lip balm or lipstick to her mouth. Her face is covered by a centered rectangular blur block for privacy, but the rest of her styling is elegant and natural: tan glowing skin, delicate gold necklace with a small round pendant, thin gold bracelet, stacked gold rings, and a white lace camisole with thin straps. In the foreground on the vanity are exactly 7 visible beauty objects: 1 round tabletop vanity mirror on the left, 1 cup holding 5 makeup brushes, 1 clear glass dropper bottle, 1 tall white pump skincare bottle, 1 small black dropper bottle, 1 beige rounded cosmetic sponge or puff, and 1 pale green squeeze tube on the right. The background shows a softly blurred cozy bedroom with 1 arched window on the left, 1 leafy potted plant, 1 bed with white bedding and a mustard accent pillow, exposed wooden ceiling detail, and 1 framed landscape painting on the wall. Use golden-hour sunlight streaming from the left, soft shadows, creamy skin tones, shallow depth of field, luxury lifestyle editorial photography, intimate self-care mood, polished but natural composition. Add bold playful Spanish headline text in the upper left in three stacked lines reading {argument name="headline text" default="Mi rutina de belleza matutina"}, with each line large and rounded, white outline and soft drop shadow, using pastel colors: first line white, second line pink, third line pale yellow. Add 3 pink doodle accent strokes above the headline, 1 curved pink underline-swoosh beneath it, and 1 small yellow sun icon to the right of the last line. Place a clean white {argument name="brand text" default="Pollo.ai"} logo in the upper right. High-end influencer thumbnail aesthetic, crisp product focus in foreground, warm inviting lifestyle scene.
Infographic / Edu Visual - Japanese-Style Facial Analysis Diagnostic Poster
{
"type": "Vertical Physiognomy Diagnosis Report Card Infographic",
"style": "{argument name="report style" default="Japanese professional diagnosis document style"}, warm cream background, rose pink title bars, fine line borders, mix of Serif and Sans-serif fonts, medical report layout feel, soft warm tones, exquisite typography, no illustration decoration",
"layout": {
"Header Section": {
"Main Title": "{argument name="diagnosis title" default="Physiognomy Diagnosis Certificate"}",
"Main Title Font": "Large bold Serif, centered, dark brown",
"Subtitle": "Physiognomy × Statistical Psychology × Impression Analysis",
"Subtitle Font": "Small fine Sans-serif, centered, gray-brown"
},
"First Block": {
"Layout": "Two columns",
"Left Column": {
"Content": "{argument name="portrait content" default="A realistic portrait photo of a young Asian woman with slightly wavy brown hair, delicate features, wearing a light-colored jacket, resting her hand on her cheek, natural expression, in-car background, warm natural light, film photograph quality"}",
"Size": "Approx 1/3 width, spans two rows high"
},
"Right Column": {
"Block Title": "① Overall Facial Impression",
"Block Title Style": "Rose pink background, white text, rounded rectangle title bar",
"Table Content": {
"count": 5,
"Row Data": [
["Outline", "Slightly oval, rounded, giving a gentle impression"],
["Symmetry", "Symmetrical, coordinated proportions"],
["Center of Gravity", "Centered, friendly and natural"],
["Negative Space", "Moderate space on forehead, cheeks, and jaw; strong sense of cleanliness"],
["Feature Density", "Features neatly arranged, blending cuteness and elegance"]
]
},
"First Impression Text": "First Impression: Friendly and natural, strong sense of cleanliness, an aura that makes people want to protect you.",
"Social Character": "Social Character: Healing-type popular figure. Good at listening, gains trust in a supportive role."
}
},
"Second Block (Three Columns)": {
"Layout": "Three equal horizontal sections",
"Column 1": {
"Block Title": "② Forehead",
"Small Portrait Insert": "Forehead area highlighted",
"Table": [
["Width", "Slightly wide, rounded"],
["Roundness", "Natural arc, soft"],
["Tilt", "Slightly backward, steady impression"]
],
"Interpretation": "Interpretation: Possesses intellectual sense and flexible thinking. Naturally lucky and favored by the environment."
},
"Column 2": {
"Block Title": "③ Eyebrows",
"Small Portrait Insert": "Eyebrow area highlighted",
"Table": [
["Density", "Slightly light, natural"],
["Shape", "Soft arch"],
["Angle", "Slightly upturned"],
["Symmetry", "Basically symmetrical, stable"]
],
"Interpretation": "Interpretation: Willpower is not overly rigid, possesses flexibility. High coordination, medium to high stress resistance."
},
"Column 3": {
"Block Title": "④ Eyes",
"Small Portrait Insert": "Eye area highlighted",
"Table": [
["Size", "Slightly large, high iris ratio"],
["Shape", "Rounded almond shape"],
["Spanning", "Slightly wide, sense of leisure"]
],
"Interpretation": "Interpretation: Strong perception, sharp intuition. High empathy, good at reading minds."
}
},
"Third Block (Three Columns)": {
"Layout": "Three equal horizontal sections",
"Column 1": {
"Block Title": "⑤ Nose",
"Table": [
["Height", "Slightly high, upright"],
["Width", "Delicate, sense of nobility"],
["Tip", "Rounded, soft"]
],
"Interpretation": "Interpretation: Possesses realistic judgment, financial fortune belongs to the steady accumulation type."
},
"Column 2": {
"Block Title": "⑥ Lips",
"Table": [
["Size", "Slightly small, exquisite"],
["Thickness", "Balanced thickness"],
["Corners", "Slightly upturned"]
],
"Interpretation": "Interpretation: Affectionate, good at listening. Words have the power to heal others."
},
"Column 3": {
"Block Title": "⑦ Jaw/Outline",
"Table": [
["Line", "Rounded, feminine"],
["Jawline", "Smooth and soft"]
],
"Interpretation": "Interpretation: Steady personality, stable aspirations. Good fortune in later life, supported by others."
}
},
"Fourth Block (Two Columns)": {
"Layout": "Two columns",
"Left Column": {
"Block Title": "⑧ Facial Proportions Balance",
"Proportion Diagram": "A frontal female face diagram marking equal thirds for upper/middle/lower face, each labeled '1/3 each', with 'good left-right balance' noted at the bottom",
"Description": "Close to golden ratio, stable flow of luck. Success depends on broad social relationships."
},
"Right Column": {
"Block Title": "⑨ Comprehensive Diagnosis",
"Personality Essence": "Personality Essence: Gentle and delicate, good at sensing others' emotions. Pacifist, values harmony.",
"Strengths (3 Items)": {
"Label": "Strengths (3 Items)",
"items": ["Strong empathy, gains others' trust", "Flexible and adaptable", "High sense of beauty and intuition"]
},
"Weaknesses (3 Items)": {
"Label": "Weaknesses (3 Items)",
"items": ["Too considerate of others, leading to fatigue", "Tends to be overly modest", "Personal opinions tend to recede"]
},
"Suitable Careers": "Hospitality, Sales, Beauty, Medical, Education, Consulting, PR, Design, Planning, etc. Work involving people and utilizing sensitivity ◎",
"Romantic Tendencies": "The type to dive in fully once in love. Values security, attracted to sincere partners. Not good with restrictiveness, values trust.",
"Pattern to Avoid": "Over-accommodating others"
}
}
}
}Related prompt guides and libraries
FAQ about Stable Diffusion Online vs Local
How do I use Stable Diffusion Online vs Local prompts from gptimages.dev?
Start with the examples that match your visual job, then copy the prompt structure rather than copying every adjective. Replace the subject, scene, channel, aspect ratio, and constraints with your own details. If the first result is close, keep the successful parts fixed and change one variable at a time. This makes the page useful as a prompt library, not just a keyword page.
What is the best prompt format for Stable Diffusion Online vs Local?
A dependable format is brief first, details second, checks last: describe the image goal, then the subject, scene, composition, style, reference rules, and output constraints. For models such as GPT-IMAGE-2, Nano Banana 2, Stable Diffusion, Midjourney, or Jimeng AI, keep the core prompt portable and add tool-specific settings only when the interface supports them.
Can I reuse these prompts across different AI image models?
Yes, but reuse the structure more than the exact syntax. A prompt that works in one generator may need different wording, reference strength, aspect ratio settings, or negative prompts in another. The safest workflow is to preserve the creative brief, then adapt only the model-specific layer after you inspect the first output.
How should I collect the best AI image prompts?
Save prompts with the final image, model or tool name, aspect ratio, reference images, and a short note explaining why the result worked. Group them by use case such as product photography, character consistency, UI mockups, posters, logos, or text-in-image prompts. That collection becomes much more useful than a flat list of attractive phrases.
Why do Stable Diffusion Online vs Local prompts fail?
Common causes include unclear subject hierarchy, too many styles in one prompt, vague quality words, unsupported text requirements, missing reference rules, and uncontrolled iteration. Fix the prompt by naming the production goal, protecting the details that cannot change, and testing one adjustment per generation instead of rewriting the whole prompt every time.
Are these prompt examples enough for commercial work?
They are a starting point, not legal or brand clearance. For commercial work, check the terms of the model or generator, review rights for reference images, verify text and logos manually, and keep a record of the prompt, source assets, and final edits. The page helps with prompt quality, while usage rights still depend on your workflow and provider terms.
