AI Image Prompts · 绘画提示词库
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MIT License Copyright (c) 2026 YouMind-OpenLab Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
LICENSE · 2026-09-26 23:14:14
Introduction
Recommend 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
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License information is collected from official sources and may be outdated or missing.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.
Installation
npx skills i YouMind-OpenLab/ai-image-prompts-skill
Features
- 按用途分成 11 类,不是随机堆砌
- 全文已入库,站内直接检索、可复制
- 语义检索(描述需求即可)
- 内容改写模式(贴正文生成定制提示词)
- 数据每日同步两次
- MIT 许可,无需 API Key
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.
9751 matches
Realistic Fitness Studio Editorial
social-media-postA professional fitness photography prompt of a woman in emerald-green athletic wear standing in a modern gym with realistic lighting.
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Create a photorealistic lifestyle fitness portrait of a young woman with {argument name="eye color" default="light hazel-green eyes"}, and medium-brown hair parted near the center and tied into a low ponytail, with a few loose strands framing her face. She has subtle natural makeup, defined eyebrows, soft rosy cheeks, and a warm, friendly smile. She is standing confidently in a modern gym, facing the camera at a slight three-quarter angle, with relaxed shoulders, natural posture, one arm resting comfortably near her hip, and a casual fitness-oriented pose.
She is wearing a {argument name="outfit" default="coordinated deep emerald-green athletic outfit consisting of a fitted sleeveless training top with wide shoulder straps and high-waisted matching leggings"}. The athletic fabric has a smooth performance texture with realistic folds and subtle highlights. Add a simple fitness watch or understated wrist accessory, keeping the overall styling clean and practical.
The setting is a {argument name="location" default="bright contemporary fitness studio with large wall-to-wall mirrors, treadmills, resistance machines, dumbbells, exercise mats, and other modern gym equipment"} visible naturally in the background. Large windows allow daylight into the room, creating realistic reflections across the mirrors and equipment. Use soft directional daylight combined with gentle overhead gym illumination, producing natural highlights and moderate shadows while maintaining a bright, energetic atmosphere.
Photographed on an 85mm lens at approximately f/2.8, eye-level perspective, flattering natural proportions, shallow depth of field, crisp facial focus, realistic skin texture, detailed athletic fabric, authentic gym reflections, balanced exposure, cinematic color grading, high dynamic range, subtle background bokeh, professional fitness editorial photography, natural colors, realistic anatomy, high detail, photorealistic finish.
Surrealist Honeycomb Fashion Editorial
social-media-postA high-fashion surrealist prompt depicting a defiant character in an opulent hall consumed by honeycomb structures, shot on medium format film.
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{"vibe_title_en": "Amber Defiance", "master_prompt": "A hyper-realistic, high-fashion surrealist editorial shot on Hasselblad H6D-100c with a 100mm f/2.2 lens on Kodak Portra 800 film. [SUBJECT]: The Protagonist, gender-neutral, embodying 'The Quiet Rebel', standing perfectly still with a defiant, calm posture while the world moves fast around them. [SETTING]: Shot completely THROUGH an intricate foreground of dripping, translucent amber beeswax and fast-moving, out-of-focus bees. The environment is a once-opulent hall now entirely consumed by colossal, organic honeycomb structures. [WARDROBE]: The subject wears a high-couture architectural garment woven from actual raw honeycomb and fine golden silk, glistening with highly realistic, viscous liquid honey. [LIGHTING]: Cinematic chiaroscuro; soft, warm volumetric golden hour light pierces through the hive canopy, casting rich amber hues and deep tactile shadows. [TECHNICAL]: Flawless practical effect simulation, ultra-detailed skin texture and pores, optical light refraction through the dripping honey. Intense motion blur on the flying swarm emphasizes the chaotic speed of the environment against the subject's absolute, unyielding stillness. Raw analog texture, pure photographic fidelity, NO NEON.", "meta": {"intent": "Surrealist High-Fashion Editorial", "priorities": "Tactile textures, extreme depth of field, narrative contrast between motion and stillness", "device_profile": "Medium Format Analog Camera"}, "frame": {"aspect": "4:5", "composition": "Center-framed portrait, framed through dense foreground elements", "layout": "Symmetrical core anchored by the subject, surrounded by chaotic dynamic framing", "camera_angle": "Eye-level, shooting intimately through a narrow gap in a honeycomb structure", "tilt_roll_degrees": "0"}, "subject": {"gender": "Female", "identity": "The Quiet Rebel", "demographics": "Ageless, ethereal yet grounded", "face": "Calm, defiant, unyielding, featuring highly textured, hyper-realistic skin", "hair": "Slicked back, coated in a subtle, organic golden mist", "body": "Standing tall, perfectly still, exuding a regal and grounded posture", "expression": "A defiant, calm stare piercing directly through the surrounding chaos", "pose": "Standing motionless, grounding the kinetic energy of the chaotic scene"}, "wardrobe_accessories": {"garments": [{"item": "Sculptural avant-garde gown", "material": "Raw organic honeycomb and golden silk", "color": "Translucent amber and liquid gold", "fit": "Structured, architectural, and imposing"}], "accessories": [{"item": "Dripping viscous accents", "color": "Warm amber", "material": "Realistic liquid honey", "brand_style": "Surrealist high-couture practical effects"}]}, "environment": {"setting": "An opulent, forgotten hall completely overtaken by colossal organic beehives", "surfaces": "Sticky, highly textured beeswax, crumbling ornate stone, and dripping amber", "depth": "Extreme deep space behind the subject, heavily layered and obstructed foreground", "atmosphere": "Thick, humid, buzzing with kinetic energy, glowing with suspended golden dust motes", "lens_interaction": "Motion-blurred flying bees and dripping wax passing directly in front of the lens"}, "lighting": {"key": "Soft, directional warm volumetric light piercing down from the hive canopy", "fill": "Bounced ambient amber light radiating from the surrounding beeswax", "rim": "Sharp golden rim light separating the subject from the dark, cavernous background", "shadows": "Deep, rich brown and warm black chiaroscuro, heavily textured", "color_temperature": "Warm (3200K - 3800K)", "sensor_flare": "Subtle warm halation around the specular highlights of the liquid honey"}, "camera": {"lens_type": "Medium Format Prime", "focal_length": "100mm", "aperture": "f/2.2", "focus": "Tack sharp on the subject's eyes, extreme motion blur and bokeh on the surrounding swarm", "sensor_format": "Medium Format (Hasselblad H6D-100c)", "perspective_distortion": "Zero compression, natural and intimate portrait distance"}, "post_processing": {"color": "Rich Kodak Portra 800 tones, deep ambers, muted golds, warm shadows", "tonality": "High contrast with carefully preserved highlight details in the dripping viscous elements", "texture": "Heavy, organic film grain, prominent skin pores, tactile viscosity", "digital_sharpening": "None, pure optical sharpness", "chromatic_aberration": "Slight organic edge fringing on the extreme out-of-focus foreground elements"}, "negative_specifications": ["neon lights", "cyberpunk", "plastic skin", "CGI", "digital illustration", "flat lighting", "rooftops", "minimalist office", "coffee shop", "static background", "clean modern architecture", "cartoonish bees", "fantasy art"]}
Neon Winking Selfie Portrait
social-media-postA cinematic, neon-lit selfie prompt featuring a winking woman in a moody, intimate indoor setting with purple and magenta highlights.
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A close-up portrait of a young {argument name="subject" default="East/Southeast Asian woman"} with fair skin, long dark brown-to-black hair that falls loosely around her shoulders and partially across her face in soft, slightly messy strands. She is winking with her left eye closed while looking at the camera with a soft, playful, slightly coquettish expression and a gentle closed-mouth smile. Her right hand is raised, fingers gently running through the hair on the top of her head.
She wears a {argument name="outfit" default="simple black spaghetti-strap camisole/top"} that shows her collarbones and upper chest. A delicate thin silver chain necklace with a small clear teardrop or heart-shaped pendant rests at the base of her neck.
Strong cinematic {argument name="lighting" default="purple and magenta neon lighting"} bathes the scene, casting soft pink-purple highlights and rim light on her hair, face, and shoulders, creating a moody, intimate atmosphere. The background is a plain indoor wall with soft purple ambient glow, slightly out of focus.
Shot from a slightly high angle in a selfie style, shallow depth of field, realistic skin texture, natural soft makeup with defined eyebrows, subtle eyeliner, and soft pink-coral lips. High detail, photorealistic, soft bokeh, atmospheric lighting.
Ultra-Realistic Fashion Portrait Consistency
social-media-postA comprehensive technical prompt designed for Nano Banana to achieve perfect facial and style consistency based on an uploaded reference image.
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{
"prompt": "Using the uploaded image above with 100% facial accuracy, body size, haircut and shape, create a breathtaking 16K ultra-realistic editorial fashion portrait of the same beautiful African woman. Preserve every facial feature exactly as in the uploaded image, including her face shape, warm brown skin tone, expressive eyes, eyebrows, nose, lips, smile, natural makeup, body proportions, hairstyle, head wrap, braided locs, jewelry placement, and confident pose. Maintain her right hand resting on her head and her left hand placed on her waist exactly as shown. She is wearing the same black bandeau-style wrap top with a long draped scarf in the center, low-rise light blue denim jeans, waist chain, bracelets, rings, necklace, and matching accessories. The background is a warm golden studio backdrop with the soft circular spotlight glow, identical lighting direction, smooth wall texture, and shallow depth of field. Illuminate the subject with luxurious golden-hour cinematic lighting, soft key light, subtle rim lighting, realistic shadows, and natural skin reflections. Capture with a professional full-frame cinema camera using an 85mm f/1.2 portrait lens, producing creamy bokeh, crystal-clear eyes, ultra-detailed skin pores, natural melanin texture, realistic hair strands, detailed fabric textures, physically accurate lighting, HDR, RAW image quality, ray-traced global illumination, volumetric lighting, subsurface scattering, premium fashion magazine quality, luxury editorial photography, masterpiece composition, hyper-realistic rendering, true-to-life colors, flawless anatomy, no distortion, no AI artifacts, and maximum photorealism.",
"negative_prompt": "cartoon, anime, CGI, illustration, painting, blurry, low quality, pixelated, noisy, oversharpened, overexposed, underexposed, plastic skin, fake skin texture, deformed anatomy, inaccurate facial features, extra fingers, missing fingers, extra limbs, duplicated body parts, crossed eyes, distorted proportions, bad hands, watermark, logo, text, frame, cropped body, unrealistic lighting, unnatural colors, compression artifacts",
"aspect_ratio": "16:9",
"resolution": "15360x8640",
"quality": "16K Ultra HD",
"style": "Ultra-Realistic Editorial Fashion Photography",
"camera": {
"model": "Sony A1 II",
"lens": "Sony FE 85mm f/1.2 GM",
"focal_length": "85mm",
"aperture": "f/1.2",
"iso": 100,
"shutter_speed": "1/200 sec",
"focus": "Eye Autofocus"
},
"lighting": {
"style": "Golden cinematic studio lighting",
"key_light": "Large warm softbox positioned front-left",
"fill_light": "Soft reflected fill",
"rim_light": "Warm edge light for subject separation",
"background_light": "Soft circular golden spotlight matching the reference image",
"hdr": true
},
"render_settings": {
"engine": "Photorealistic",
"ray_tracing": true,
"global_illumination": true,
"ambient_oc
Man Leaning on Classic Red Muscle Car
social-media-postA highly descriptive prompt for a realistic digital portrait of a man in a black suit leaning against a cherry red muscle car during twilight, complete with technical camera and lighting settings.
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A {argument name="subject" default="handsome young adult male"} stands center-right, leaning casually with shifted weight and level shoulders, facing the camera directly with a confident expression defined by a neutral mouth, relaxed eyebrows, and an intense, direct gaze. He features short, textured curly dark hair with a slight natural fringe and a neatly trimmed beard, dressed sharply in a formal deep black suit with crisp lines, a white shirt, and a black tie. His relaxed left hand rests naturally on the car, while his right hand is tucked entirely into his front right trouser pocket, holding the dark fabric taut. He leans against a pristine classic {argument name="car color" default="cherry red"} muscle car that anchors the heavy visual weight of the bottom-left foreground, boasting a black convertible top, a gleaming chrome side mirror and a crisp silver trim line. Behind the asymmetric composition, a medium depth of field slightly blurs a midground of thriving deciduous trees with dense dark olive green foliage sweeping from the top-left to top-center, seamlessly blending into the twilight shadows. In the deep background on the right stands a worn, low concrete building with a rough, weathered matte texture, highlighted by warm yellowish-gray patchy spots and horizontal marks over solid dark green and brown grass. The sophisticated, calm evening atmosphere is illuminated by a mixed lighting setup of natural cool twilight blue and a soft, moderately directional artificial fill light from the front and slightly above. Soft, gray, gradual-edged shadows fall gently beneath the subject's jawline and subtly cast from his body onto the car hood, while sharp specular highlights strike the vehicle's chrome mirror, trim, and glossy red paint, balanced by a soft highlight resting on the man's forehead and nose. This tack-sharp realistic digital portrait channels contemporary social media lifestyle and classic automotive editorial photography, captured straight-on using a 35mm to 50mm lens at f/2.8 to f/4.0, 1/125s, and ISO 400 to 800 with a diffused LED softbox. Post-processing introduces low-level digital noise grain, cool cinematic shadows, lifted black levels, high contrast on the suit, and boosted red channel saturation, all beautifully framed in a 9:16 aspect ratio.
Atmospheric K-pop Fan Room Portrait
social-media-postGenerates a close-up portrait of a woman with browline glasses in a room lit by cool purple and warm yellow ambient light.
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A close-up portrait of a young {argument name="ethnicity" default="East Asian"} woman with fair, smooth skin and soft natural makeup, looking directly at the camera with a calm, slightly pouty neutral expression. She has dark brown/black hair styled in a messy half-up half-down look: the top section is loosely twisted into a high messy bun/updo with loose strands and face-framing tendrils falling around her forehead and cheeks. She wears stylish black-and-silver browline glasses (thick black upper frames, thin metallic lower rims). Soft pink lips, defined but natural eyebrows, and subtle eye makeup. She is wearing a {argument name="clothing" default="black off-the-shoulder top"} that exposes her collarbones and shoulders, paired with a delicate thin gold chain necklace featuring a small five-pointed star pendant resting at the center of her chest. The lighting is soft and atmospheric: strong cool purple/magenta ambient LED lighting washes over the right side of her face, neck, and shoulders, creating a gentle glow and subtle color cast on her skin, while a warm yellow lamp light from the left provides contrast. The background is a {argument name="room style" default="cozy bedroom wall densely covered in a collage of small photos and posters"} (including a prominent BTS group poster), with a glowing table lamp visible on the left, a soft stuffed animal, and part of a bed with gray bedding. Soft bokeh and dreamy atmosphere, photorealistic, high detail, sharp focus on the face, shallow depth of field, vertical portrait composition, aesthetic K-pop fan room vibe, cinematic purple lighting, 8k quality.
Dreamy Portrait of Woman Blowing Bubbles
social-media-postA highly detailed prompt for creating a whimsical, romantic portrait of a woman blowing iridescent soap bubbles in a sunlit park.
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A photorealistic portrait of a beautiful young {argument name="ethnicity" default="East Asian"} woman with {argument name="hair style" default="long, voluminous, wavy black hair"} cascading over her shoulders and down her back, soft curtain bangs framing her face. She has fair porcelain skin, delicate features, large expressive brown eyes looking upward and slightly to the side with a soft, dreamy, serene expression, full lips gently pursed as she blows soap bubbles. She is wearing an {argument name="clothing" default="elegant white lace blouse"} with intricate floral lace detailing around the high neckline, cuffs, and front, soft and romantic in style. Her nails are painted a soft pastel blue. In her right hand she holds a white bubble wand close to her mouth, actively blowing a stream of iridescent soap bubbles; her left hand holds a small clear bottle of bubble solution with a gold-colored cap. Dozens of translucent, rainbow-iridescent soap bubbles of varying sizes float all around her — some sharp and close to the camera, others softly blurred in the background — catching the light with vibrant prismatic reflections. Setting: outdoor park on a bright sunny day, soft golden-hour-like natural light filtering through green trees, creating a dreamy bokeh background of lush foliage and circular light orbs. Warm sunlight highlights her hair and the bubbles, with gentle rim lighting. Shallow depth of field, cinematic composition, medium close-up portrait, high detail, soft ethereal atmosphere, whimsical and romantic mood. Style: ultra-realistic photography, sharp focus on the subject’s face and hands, creamy bokeh, natural skin texture, delicate lighting, aesthetic and feminine.
Miniature Inuit Fishing on Cracked Phone
social-media-postA creative prompt for a miniature scene of Inuits fishing on a cracked smartphone, featuring high detail and realism.
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{
"prompt": "{argument name="subject" default="Miniature, cracked smartphone with two inuits fishing"}, ultra realistic, ultra detailed",
"parameters": {
"version": 7,
"stylize": 50
}
}
Minimalist Indoor Lifestyle Portrait
social-media-postA relaxed lifestyle portrait of a person sitting against a minimalist wall with natural sunlight and shadow.
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Ultra-realistic full-body portrait of {argument name="subject" default="him"} sitting casually on the floor indoors, leaning back against a {argument name="background" default="plain off-white minimalist wall"} with sunlight casting a soft, natural shadow. No headphones. Outfit: {argument name="outfit" default="a plain white t-shirt, paired with slightly loose light blue ripped jeans and classic black-and-white Converse sneakers"}. Accessories include a simple leather bracelet and a casual watch. A notebook and pencil are placed casually beside him on the floor. His pose is relaxed and effortless, with a clean, modern, minimalist aesthetic and natural lifestyle photography style
Olive Green Cinematic Editorial Transformation
social-media-postTransforms a reference photo into a high-end cinematic fashion portrait with olive-green tones and professional editorial lighting.
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Transform the uploaded image into an ultra-realistic, high-end cinematic fashion editorial portrait. Preserve the subject’s appearance, outfit, and natural proportions while creating a sophisticated {argument name="color scheme" default="monochromatic olive-green"} interior with {argument name="furniture" default="sculptural furniture"}, {argument name="forms" default="curved forms"} and warm golden-hour lighting. Use realistic skin texture, detailed fabric, soft cinematic shadows, natural reflections, premium editorial photography aesthetics, professional DSLR look, shallow depth of field, HDR, cinematic color grading, and ultra-detailed 4K quality.
Gentleman's Editorial Mirror Selfie
social-media-postA sophisticated, highly detailed mirror selfie of a well-dressed man in an upscale dressing room with warm golden lighting.
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A {argument name="subject" default="well-dressed handsome male"} stands perfectly centered in a classic portrait pose, taking a mirror selfie. He maintains a serious, deliberately posed expression with a closed neutral mouth and a direct gaze. His glossy, medium-short hair features a classic gentleman's cut with a deep side part and a subtle front quiff, styled with a slightly wet pomade finish that still reveals natural flyaways and stray hairs along the top crown and sides, with moderate volume at the front hairline that slicks flatter towards the back. He wears a {argument name="outfit" default="deep black double-breasted blazer"} over a {argument name="shirt" default="light blue button-up dress shirt"}, complemented by a white pocket square and off-white pleated trousers. His right hand rests casually tucked into his trouser pocket, revealing only his thumb, wrist, and a polished gold wristwatch, while his left hand is held at chest height, securely gripping the edges of a white smartphone with his index finger relaxed along the back. He is framed symmetrically within a pristine, large oval mirror that reflects a deep, luxurious upscale dressing room. The background showcases perfectly smooth, matte warm cream walls with structurally clean recessed alcoves and polished gold brass floor-to-ceiling vertical architectural divider poles. Above, a light oak wood ceiling accent panel features a single recessed spotlight, while the midground to the left reveals a smaller oval mirror reflecting a pristine white sink vanity, a minimalist silver faucet, and a dark cylindrical bottle resting on the counter. The atmosphere is sophisticated, confident, and private, bathed in warm, golden mixed lighting from diffused overhead sources and ambient room fill. This soft light casts short, gradual gray shadows under his chin, beneath his jacket lapels, and inside his shirt collar, while catching subtle specular highlights on his forehead, nose bridge, the white phone case, his gold watch, and the brass background fixtures. The complementary color palette strikes a high-contrast balance between the warm creams of the background and the deep blacks and off-whites of his attire. Shot with tack-sharp digital photography mimicking a 24mm equivalent smartphone lens at f/2.2 for a medium depth of field, the pristine, grain-free image channels a clean menswear editorial and lifestyle influencer aesthetic. The rendering employs an ISO 100 exposure with spot metering on the face, enhanced by warm color grading that pushes yellow and cream tones, along with subtle clarity adjustments to retain the rich texture of the black blazer fabric, all beautifully framed in a 9:16 aspect ratio.
Stylish Man with Weimaraner in Modern Elevator
social-media-postA high-end fashion portrait of a stylish bearded man standing with his dog in a luxurious elevator, featuring sharp details and cinematic lighting.
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Ultra-realistic full-body fashion portrait of a {argument name="subject" default="stylish bearded man"} wearing {argument name="jacket" default="black bomber jacket"}, {argument name="shirt" default="beige turtleneck"}, black trousers, sunglasses and white sneakers, standing confidently with a Weimaraner dog inside a luxurious modern elevator, warm cinematic lighting, reflective metallic walls, DSLR photography, 8K, sharp details.
Prompts are model-agnostic and work with Midjourney / DALL-E / Flux / Stable Diffusion.
Dependencies
- Node.js 18+ - 无需任何 API Key(数据全部公开) - 提示词已完整同步到本地与数据库,站内检索不依赖第三方
Supported platforms
Changelog
Watching official sources官方源有内容更新(首次纳入监控)
Information boundary
Information on this page is collected from official documents for technical presentation only and does not imply our endorsement. Pricing, quotas and availability are subject to the latest official statements. We make no commitment regarding any action you take after leaving this site.
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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。
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。
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.