Ai Image Prompts
Introduction
从包含10,000+真实图像生成提示的精选库中推荐提示。兼容任何AI图像模型,包括Nano Banana Pro、Nano Banana 2、Seedream等。
Resource Information
License information is collected from official sources and may be outdated or missing. Refer to the LICENSE file in the original repository before commercial use.
Prompt Library · 22.8K
Source: community prompt library (MIT, synced daily)15141 distinct prompts across 11 use cases; one prompt may serve several, so category counts add up to more than the deduplicated total.
1025 matches
Elon Musk Typographic Split Portrait
poster-flyerA highly detailed prompt for a digital composite/graphic design image featuring a high-contrast, black and white split-composition portrait of Elon Musk. The left side is a realistic photograph, while the right side is replaced by large, vertically stacked serif typography reading a motivational quote. The prompt specifies side lighting (chiaroscuro) and a high-resolution poster format.
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{
"meta": {
"image_quality": "High",
"image_type": "Digital Composite / Graphic Design",
"resolution_estimation": "High resolution vertical poster format",
"file_characteristics": {
"compression_artifacts": "Low",
"noise_level": "Low (film grain visible in photo texture)",
"lens_type_estimation": "Telephoto (suggested by facial compression)"
}
},
"global_context": {
"scene_description": "A high-contrast, black and white split-composition portrait of {argument name="subject name" default="Elon Musk"}. The left half of the image displays a realistic, high-detail photograph of the right side of his face (viewer's left). The right half of the image consists of a white background where the left side of his face (viewer's right) is revealed only through the shapes of large, bold, vertically stacked serif typography reading '{argument name="quote" default="IF YOU DREAM IT YOU CAN DO IT."}'",
"environment_type": "Studio/Graphic Art",
"time_of_day": "Indiscernible",
"weather_atmosphere": "Visionary, Motivational, Intense",
"lighting": {
"source": "Artificial Studio Lighting",
"direction": "Side lighting (lighting the face from the left)",
"quality": "Hard, dramatic chiaroscuro",
"color_temperature": "Monochrome (Black and White)"
},
"color_palette": {
"dominant_hex_estimates": [
"#FFFFFF",
"#000000",
"#333333",
"#888888"
],
"accent_colors": [],
"contrast_level": "High"
}
},
"composition": {
"camera_angle": "Eye-level",
"framing": "Close-up portrait",
"depth_of_field": "Deep (all elements in focus)",
"focal_point": "Subject's eyes and the typographic message",
"symmetry_type": "Vertical Split Asymmetry",
"rule_of_thirds_alignment": "The split occurs roughly along the vertical center line of the face (nose bridge)"
},
"objects": [
{
"id": "obj_subject_face",
"label": "Elon Musk (Face)",
"category": "Person",
"location": {
"relative_position": "Left half of canvas",
"bounding_box_percentage": {
"x": 0.0,
"y": 0.0,
"width": 0.5,
"height": 1.0
}
},
"dimensions_relative": "Large (fills height)",
"distance_from_camera": "Close-up",
"pose_orientation": "Front-facing, slight tilt, intense contemplative gaze",
"material": "Skin/Biological",
"surface_properties": {
"texture": "Smooth skin, faint stubble, characteristic facial structure",
"reflectivity": "Low (natural skin oil sheen on nose/cheek)",
"micro_details": "Faint crow's feet, straight/wavy hair texture visible at top",
"wear_state": "N/A"
},
"color_details": {
"base_color_hex": "#808080",
"secondary_colors": [
"#000000",
"#FFFFFF"
],
"gradient_or_pattern": "Grayscale continuous tone"
},
"interaction_with_light": {
Cinematic Vertical Movie Poster Prompt (Multi-Role)
poster-flyerA complex prompt for generating a cinematic vertical movie poster featuring a tough, charismatic western woman. The composition uses multiple layered portraits and action shots (with cameras, motorcycle, rifle) of the same character, requiring the model to preserve the facial features from a reference image. It specifies a dark, moody color palette and a complex geometric triangular composition.
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Use the same face from the reference image without changing facial features
{
"prompt": "cinematic vertical movie poster of a tough charismatic western woman in her 20s, long blonde hair, intense blue eyes, strong jawline, serious determined expression, Eastern European appearance, multiple layered portraits of the same woman in different outfits and roles, central large confident portrait in stylish dark grey suit white shirt, dramatic lighting, around her smaller dynamic action shots: woman with professional video camera on gimbal, woman with DSLR camera, woman in black leather vest riding black custom motorcycle, woman in tactical jacket holding rifle, woman in sunglasses looking dangerous, woman in khaki military-style jacket, woman in casual dark t-shirt, complex geometric triangular composition with sharp angle divisions, dark moody color palette, graphite grey, charcoal, warm amber accents, cinematic atmosphere, high detail, ultra-realistic faces, film poster style, dramatic rim light, shallow depth of field, professional color grading, 8k resolution",
"negative_prompt": "blurry, low quality, deformed face, bad anatomy, extra limbs, cartoon, anime, painting, drawing, illustration, text, watermark, logo, oversaturated, childish, plastic skin, ugly, tiling, out of frame, bad proportions",
"aspect_ratio": "9:16",
"style": "cinematic movie poster, photorealistic, dramatic portrait composition",
"lighting": "dramatic cinematic lighting, rim light, soft key light, moody shadows",
"color_palette": "dark grey, charcoal, black, white, warm amber highlights, desaturated tones",
"quality_tags": "masterpiece, best quality, ultra detailed, 8k, sharp focus, highly detailed skin texture, realistic eyes",
"additional_tags": "action thriller poster style, multiple exposure effect, triangular frame division, professional photographer vibe, war correspondent aesthetic, tough guy with camera and motorcycle"
}
3D Advertising Poster Template Prompt
poster-flyerA customizable template prompt for generating a high-end, hyper-realistic 3D advertising poster, featuring a product floating in a magical, surreal fantasy landscape with dynamic elements and bold typography.
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High-end 3D advertising poster for {argument name="product name" default="[INSERT PRODUCT NAME]"}. A realistic [INSERT PRODUCT DESCRIPTION] is floating in the center of a magical fantasy landscape. The product is surrounded by a dynamic swirling vortex of [INSERT LIQUID OR ELEMENT] mixed with glowing magical sparkles and floating [INSERT INGREDIENTS]. Background features surreal floating islands made of [INSERT MATERIAL] hovering over a [INSERT LANDSCAPE]. Hyper-realistic CGI render, Octane render, bright cinematic lighting, magical atmosphere. At the bottom center, bold white typography text reads "{argument name="tagline" default="[INSERT YOUR TAGLINE HERE]"}". Advertising photography style, 8k resolution --ar 2:3 --v 6.0
Blaxploitation Comic Art 'I Got 5 On It' Prompt
poster-flyerA prompt for generating a hyper-stylized, Blaxploitation-era comic caricature illustration based on the hip-hop track 'I Got 5 On It'. It specifies heavy inking, vibrant neon colors, halftone dots, and dramatic composition, depicting the Luniz duo as exaggerated 70s pimp archetypes.
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A highly stylized, hyper-exaggerated Comic caricature in the vein of 70s Blaxploitation movie posters. The hip-hop duo Luniz are depicted as larger-than-life, over-the-top 70s pimp archetypes inside a gritty, neon-lit strip club. One member, wearing an exaggerated wide-lapel velvet suit and massive gold chains, has a comically oversized hand placed on the hip of a stylized go-go dancer in retro attire. A bold, jagged comic book speech bubble erupts from his mouth containing the heavy block text: "{argument name="speech bubble text" default="I GOT 5 ON IT"}". The other member stands beside him, laughing with a stack of cash. The scene features thick outlines, heavy black inking, vibrant flat colors, and a prominent halftone dot texture. Lighting is high-contrast and dramatic, using a deep color palette of burnt orange, mustard yellow, deep purple, and electric blue neon hues. The background is crowded with stylized patrons, abstract neon signs like "{argument name="neon sign text" default="THE LOONY JOINT"}", and heavy smoke. Cel-shaded, graphic novel illustration, cinematic composition, highly detailed caricature action scene.
Minimalist Fashion Ad Studio Photograph Prompt
poster-flyerA prompt for generating a minimalist, stark white studio photograph for a fashion advertisement. It details the composition, subject (man in a black suit), props (modern chair, glasses), and the placement of placeholder text elements for a clean, diffused lighting aesthetic.
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A minimalist studio photograph fashion ad. At the top center, the bold sans-serif text "{argument name="bold text" default="[TEXT]"}" is positioned above the smaller sans-serif text "{argument name="smaller text" default="[TEXT]"}", which is above the italic script text "{argument name="italic text" default="[TEXT]"}". Below the text, a man in a black suit, black t-shirt, and polished black dress shoes sits in profile, facing left. He is seated in a modern chair with a black leather seat and backrest suspended on a tubular black metal frame. His right leg is extended, and he holds a pair of glasses in his right hand near his mouth. The background and floor are a seamless, stark white studio space with soft, diffused lighting that casts grounded shadows beneath the man and chair.
Arnold Schwarzenegger Silhouette with Volumetric Mountain Forest
poster-flyerA highly conceptual and technical prompt for generating a monumental, high-contrast image. It depicts Arnold Schwarzenegger in a Side Chest pose, where the internal negative space of his pure black silhouette is filled with a photorealistic, volumetric Austrian mountain forest scene at Golden Hour. The light rays within the forest are used to define the anatomical striations of the muscle.
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**Prompt Title:** The Austrian Oak's Volumetric Anatomy **Prompt:** A monumental, highly graphic, high-contrast silhouette of Arnold Schwarzenegger in his 1970s prime, perfectly executing a classic Side Chest pose. The exterior outline of the physique is rendered as a razor-sharp, pure black (0% light) shape, creating an extreme visual boundary. The entire internal negative space within the silhouette is intricately filled with a photorealistic, dense Austrian mountain forest landscape—specifically, deep coniferous pines and firs of the Hohe Tauern region. The scene within the body is captured at the peak of Golden Hour sunset. Deep, rich hues of fire orange, crimson, and violet dominate the internal sky. Crucially, intense, focused volumetric god rays and sun shafts cut dramatically through the thick forest canopy, filtering dust and mist. These light shafts meticulously trace and illuminate the underlying anatomy: the beams define the striations of the pectoral muscle, the peaks of the biceps, and the separation of the deltoids. The light filtering through the trees *is* the muscle definition. **Camera Settings:** Shot on Hasselblad X2D, 135mm prime lens. Wide aperture (f/2.8) for maximum environmental detail within the silhouette. **Lighting Details:** Extreme hard backlighting defines the silhouette against a neutral, slightly hazy background. Internal lighting is Deep Golden Hour, intense volumetric mist/fog, strong rim light defining individual tree branches and forming anatomical detail. **Stylistic Notes:** Masterpiece cinematic photography. Hyper-detailed realism within the silhouette. Maximal resolution. Aspect ratio 16:9. --ar 16:9 --v 6.0 --s 750
Urban Fantasy Giantess Taylor Swift with Scaffolding
poster-flyerA complex, surreal prompt to generate a hyper-realistic, cinematic image of a colossal Taylor Swift standing in a city street, surrounded by construction scaffolding and miniature construction workers, emphasizing scale and urban fantasy aesthetics.
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"A colossal woman standing in a city street, appearing to be 'under construction' with scaffolding surrounding her body.",
"aesthetic": "Hyper-realistic composite, cinematic, urban fantasy."
},
"subject_details": {
"celebrity_likeness": "{argument name="celebrity name" default="Taylor Swift"}.",
"features": {
"face": "Blue eyes, signature red lipstick, distinct facial structure.",
"hair": "Golden blonde, long, wavy texture cascading over shoulders."
},
"apparel": {
"dress": "Black satin slip dress with a deep V-neck and a high slit on the right thigh.",
"accessories": "Holding a standard white disposable coffee cup in the right hand. Carrying a brown leather luxury handbag in the left hand.",
"footwear": "Bare feet or heels (obscured by street debris/cracks)."
}
},
"surreal_elements": {
"scaffolding": "Intricate metal construction scaffolding structures built around her arms, torso, and legs, following the contour of her body.",
"miniatures": "Tiny construction workers in yellow hard hats and high-vis vests climbing the scaffolding on her body.",
"destruction": "The asphalt street beneath her feet is cracking and shattering under the immense weight, creating a crater pattern."
},
"exact_pose_anatomical": {
"posture": "Standing tall with a slight contrapposto (weight shifted to one hip).",
"orientation": "Front-facing, towering over the viewer/city.",
"right_arm": "Bent at the elbow, raised to hold the coffee cup at chest level.",
"left_arm": "Extended downwards holding the handbag.",
"gaze": "Direct, calm eye contact with the camera.",
"scale": "Subject appears to be approximately 50 stories tall, matching the height of surrounding skyscrapers."
},
"environment": {
"location": "Avenue in a major metropolis (resembling Chicago or NYC).",
"elements": "Skyscrapers flanking both sides, busy traffic with miniature yellow taxis and buses way below.",
"perspective": "Aerial view relative to the city, but eye-level relative to the subject."
},
"camera_technical_values": {
"lens": "35mm (Wide angle to capture the full scale of the subject against the skyline).",
"aperture": "f/11 (Deep depth of field to keep both the giant subject and the city background relatively sharp).",
"shutter_speed": "1/500s.",
"iso": "ISO 100.",
"resolution": "8k, high fidelity textures."
},
"lighting_setup": {
"source": "Natural Daylight.",
"quality": "Soft, diffused sunlight (slightly overcast).",
"direction": "Overhead/Frontal.",
"shadows": "Subject casts a massive, long shadow onto the city streets below."
The Rock 'Lay the Smackdown' Cinematic Visual
poster-flyerA highly detailed prompt for generating a cinematic, high-contrast studio shot featuring Dwayne 'The Rock' Johnson. The central element is the phrase 'LAY THE SMACKDOWN' sculpted from miniature fitness equipment, illuminated by dramatic amber rim lighting against a matte black backdrop.
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A colossal, photorealistic studio shot centered on the phrase **"{argument name="phrase" default="LAY THE SMACKDOWN"}**" meticulously constructed as a three-dimensional sculpture. The letters are built entirely from precision-machined, miniature fitness equipment: polished chrome dumbbells, textured black cast-iron kettlebells, and deeply etched micro-weight plates. The sculpture exhibits extreme detail, showing fingerprints on the polished metal and subtle chalk dust on the iron components.
Standing just behind the sculpture is Dwayne "The Rock" Johnson, captured mid-pose, radiating immense confidence. He is wearing a tailored, deep black suit jacket over a high-neck fitted t-shirt, emphasizing his physique. His gaze is intense, directed slightly off-camera.
**Visual Style:** High-contrast cinematic studio photography, resembling a blockbuster movie title card. Deep saturation, razor sharpness, and immense texture across all surfaces.
**Setting and Lighting:** Set against a monolithic, seamless matte black backdrop. The scene is illuminated by dramatic, controlled studio lighting. Hard, focused key light highlights the chrome surfaces with brilliant specular reflection. A powerful amber-orange rim light defines Johnson's outline and separates the sculpture from the darkness, creating a sense of heat and power. Subtle atmospheric haze enhances the volumetric lighting effects.
**Camera Settings:** Shot on Hasselblad X2D, 85mm prime lens. Aperture f/2.0. Extremely shallow depth of field (DoF) isolating the foreground text and the subject. Cinematic color grade, ultra-detailed texture mapping.
**Aspect Ratio:** --ar 16:9 --style raw --v 6.0
3x3 Black and White Photo Collage
poster-flyerA prompt designed to create a 3x3 grid photo collage in a high-contrast black and white aesthetic, reminiscent of classic photographers like Irving Penn or Avedon. It mandates strict face preservation across all nine frames while varying the pose and expression dramatically.
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{
"Objective": "Create a 3x3 grid photo collage with high contrast black and white aesthetics",
"FaceReference": {"Mode": "Strict face preservation", "Instruction": "Use uploaded reference for exact facial features", "Consistency": "Face identical across all nine frames"},
"GridComposition": {"Layout": "3x3 grid", "PoseVariety": ["Intense direct stare", "Silhouette backlit", "Hands covering face peek", "Profile strong jaw", "Full body power stance", "Eyes only close-up", "Motion blur", "Contemplative downward", "Laughing candid"]},
"PersonaDetails": {"Subject": {"Type": "Same as reference", "Wardrobe": "{argument name="wardrobe item" default="Simple black turtleneck"}", "OverallPresence": "Timeless, artistic"}},
"Environment": {"Setting": "Minimal studio", "Background": "Grey gradient or geometric", "Lighting": {"Style": "Dramatic directional", "Quality": "Hard shadows, extreme contrast"}},
"ImageQuality": {"Resolution": "8K black and white", "Details": "Fine art grain", "Aesthetic": "Irving Penn/Avedon portrait"},
"NegativePrompt": ["color", "flat lighting", "different face", "altered facial features"],
"ResponseFormat": {"Layout": "3x3 grid", "AspectRatio": "1:1"}
}
Urban Grunge Digital Advertisement
poster-flyerA highly detailed, structured prompt for generating a vertical digital advertisement featuring a young woman in streetwear holding a tablet. The aesthetic is urban and grunge, with massive typography and textured overlays, designed for high-resolution composite photo manipulation.
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{
"meta": {
"image_quality": "High",
"image_type": "Digital Advertisement / Composite Photo Manipulation",
"resolution_estimation": "High resolution, likely 1080x1080 or higher",
"file_characteristics": {
"compression_artifacts": "Low",
"noise_level": "Low (natural grain added as effect)",
"lens_type_estimation": "Portrait/Telephoto (approx 85mm equivalent)"
}
},
"global_context": {
"scene_description": "A vertical promotional graphic featuring a waist-up portrait of a young woman holding a digital tablet. She is styled in streetwear ({argument name="jacket color" default="orange"} bomber jacket, beige beanie). Behind her, massive typography spells 'DESIGN'. To her left, text in English is visible. The aesthetic is urban, grunge, and modern, with a textured overlay resembling scratched film or worn paper. The bottom of the image features {argument name="smoke color" default="orange"}, smoke-like clouds blending into the dark background.",
"environment_type": "Studio / Abstract Graphic Background",
"time_of_day": "Indiscernible (Studio Lighting)",
"weather_atmosphere": "Atmospheric, Grunge, Urban, Creative",
"lighting": {
"source": "Artificial Studio Lighting",
"direction": "Soft key light from the front-left, subtle rim light on hair",
"quality": "Soft, Diffused",
"color_temperature": "Neutral on subject, Warm orange glow at bottom"
},
"color_palette": {
"dominant_hex_estimates": [
"#E85635",
"#D6C0A6",
"#2E2E2E",
"#FDB933"
],
"accent_colors": [
"#FFFFFF",
"#A8A8A8",
"#1A1A1A"
],
"contrast_level": "High"
}
},
"composition": {
"camera_angle": "Eye-level",
"framing": "Medium shot (waist-up)",
"depth_of_field": "Medium (Subject sharp, background graphic flat but layered)",
"focal_point": "Woman's face",
"symmetry_type": "None (Asymmetrical composition)",
"rule_of_thirds_alignment": "Subject's face aligns with the top-left third intersection"
},
"objects": [
{
"id": "obj_001",
"label": "Woman",
"category": "Person",
"location": {
"relative_position": "Center",
"bounding_box_percentage": {
"x": 0.15,
"y": 0.10,
"width": 0.70,
"height": 0.90
}
},
"dimensions_relative": "Large",
"distance_from_camera": "Mid",
"pose_orientation": "Standing, body angled slightly right, head turned to her right (viewer's left), looking off-camera.",
"material": "Organic (Skin, Hair)",
"surface_properties": {
"texture": "Smooth skin, soft wavy hair",
"reflectivity": "Low (Matte skin)",
"micro_details": "Strands of loose hair, defined eyebrows, soft makeup",
"wear_state": "N/A"
},
"color_details": {
"base_color_hex": "#F0D0B8",
"secondary_colors":
Music Curation: Audio-Visual Dioramas for Pink Floyd Fans
poster-flyerA complex, multi-step prompt designed to act as a Music Historian and Set Designer. It analyzes the sonic signature of a given band (defaulting to Pink Floyd) and generates four hyper-realistic, miniature 2x2 grid dioramas representing 'hidden gem' albums from other bands, translating their sound into physical, surreal architecture built on spinning vinyl records.
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Do this for {argument name="input band" default="Pink Floyd"}: Input Variable: [INSERT BAND/ALBUM] (e.g., Pink Floyd, Daft Punk, Nirvana)
System Instruction:
Act as a Music Historian and Set Designer. Create a 2x2 Grid of "Audio-Visual Dioramas."
1. The Curation Logic (The Deep Cuts):
Analyze Input: Identify the genre and sonic signature of the Input Band.
Select 4 Hidden Gems: Identify 4 lesser-known albums from other bands that share this sonic DNA but offer a different visual flavor.
The Translation: For each album, define the "Sonic Materiality":
If Heavy Metal: Rusty Iron, Fire, Spikes.
If Synth-Pop: Neon Glass, Chrome, Laser Grids.
If Folk/Acoustic: Mossy Wood, Stone, Candlelight.
If Prog Rock: Surreal Marble, Floating Prisms, Clouds.
2. The "Immutable" Container (The Vinyl Stage):
The Base: Each diorama is built on top of a Spinning Vinyl Record acting as the circular stage floor.
The Plinth: The record sits on a high-end, thick Audiophile Turntable Base (Wood or Brushed Aluminum).
The Nameplate (CRITICAL TEXT FIX): On the vertical front face of the Plinth, there is a Polished Brass or Digital Display Plate.
Text Rule: It must clearly display the [ARTIST NAME] in bold, legible, capital letters.
3. The Composition (The Sound Made Solid):
CRITICAL: Do not just recreate the album cover. Build a world that feels like the music.
The Structure: Architecture rises from the grooves of the vinyl record.
Example: A wall of amplifiers, a surreal floating prism, a crumbling brick wall, or a forest of microphone stands.
The Atmosphere: Use particle effects to visualize the sound waves.
Visuals: Floating musical notes made of smoke, vibrating liquid surfaces, or shattered glass suspended in mid-air.
The Figures: Tiny 1:87 scale band members performing inside this surreal landscape.
4. Visual Syntax (Per Panel):
Panel A: Album 1 (Focus on Surrealism/Scale).
Panel B: Album 2 (Focus on Technology/Machinery).
Panel C: Album 3 (Focus on Nature/Organic Textures).
Panel D: Album 4 (Focus on Light/Color).
5. Lighting & Atmosphere:
Concert Lighting: Each box is lit like a stage show. Spotlights, laser beams, and stage haze.
Depth: Shallow depth of field (Tilt-Shift) to make the vinyl record look massive.
Background: Seamless Slate Grey to keep the focus on the colors.
Output: 2x2 Grid, Hyper-Realistic Miniature Set Design, 8k Resolution, "Audiophile" Aesthetic.
Graphic Design Poster Generator
poster-flyerA simple template prompt for generating a graphic design poster featuring a specific person, designed for quick creation (under 60 seconds).
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Graphic design poster with any {argument name="person" default="PERSON"}
Prompts are model-agnostic and work with Midjourney / DALL-E / Flux / Stable Diffusion.
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Marked freeRecommend curated prompts from a 10,000+ real-world image generation prompt library. Works with ANY AI image model — Nano Banana Pro, Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E 3, Flux, Stable Diffusion, and more. Use this skill when users want to: - Find proven image generation prompts (any model) - Get prompt inspiration for portraits, products, social media, posters, etc. - Create illustrations for articles, videos, podcasts, or marketing content - Browse categorized prompt templates with sample images - Translate and understand prompt techniques
海报设计工作室
FreemiumAPI key required将一段活动描述、一张产品照片或品牌参考图,转化为抓人眼球的活动海报、宣传 banner 或社交媒体配图。这款 AI海报设计与制作工具生成图片丰富的海报,搭配清晰视觉层级、按品类匹配的风格和预留文字区域,覆盖活动、音乐节、电影、产品发布和促销场景。你可以把它当作 AI宣传单制作工具来制作促销宣传单,当作活动海报设计工具,当作电影海报生成器,当作音乐节海报设计工具,当作产品发布会海报的 banner设计 AI,或当作平面设计海报工作室。从活动主题出发,用品牌风格参考图变换产品或场景照片,或在已认可草稿上做定向精修,完成可印刷或可分享的成品。
架构图一键生成
Marked paidAPI key required使用 ContextWeave 生成或修改架构图、流程图、思维导图和复杂信息图。适用于需要从代码、文件或自然语言中提取结构与关系并实际产出 CW、SVG、HTML、可编辑 PPTX 或原生 VSDX 的请求;未特别说明时,PPTX 与 Visio 使用原生形状和连接器导出。不适用于统计图表、手绘插画或像素级排版。
What is a Skill
A Skill is a packaged single capability, such as text recognition, document summarization, or keyword extraction. Developers wrap the calling logic and prompts into a plugin-like unit, so users can load it without understanding the underlying model. StackPilot indexes a large number of skills that can be tried instantly or assembled into a plan.