AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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betterpromptme Skill Behind The Scenes Studio PortraitThis prompt instructs an image generator to create a realistic behind-the-scenes photograph of a professional studio during a tethered portrait session, emphasizing the technical workflow and equipment. It specifies a foreground monitor and laptop that both display the same high-resolution, softly lit portrait of the subject (with the subject’s face and hair preserved exactly from a provided reference image), along with believable studio lights, reflectors, cables, and a subtle background assistant. The intended result is a clean, professional, documentary-style scene that contrasts the polished portrait on-screen with the practical working environment, without stylization, clutter, or any alteration of the subject’s identity.
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betterpromptme Skill Blueprint Mode Technical Line ArtThis prompt instructs the AI to examine a provided reference image and recreate its subject as a precise blueprint-style technical schematic, preserving key visual details such as form, structure, design elements, colors, and background. The output is a clean, engineering-oriented line drawing rendered in multiple specified pen colors on a specified paper type, enhanced with technical annotations, dimension lines, and other drafting conventions to produce a professional, highly detailed technical blueprint aesthetic.
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betterpromptme Skill Brutally Honest Strategic AdvisorThis prompt instructs the AI to act as a brutally direct strategic advisor who diagnoses a founder/creator/leader’s stated problem, calls out avoidance, naive assumptions, overconfidence, and wasted effort, then delivers a concrete, prioritized action plan to correct course and accelerate results—without comfort, vague encouragement, or therapy-style coaching.
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betterpromptme Skill Choosing The Right Business ModelThis prompt asks the AI to compare three proposed business models for a resource-limited startup in a specified industry, outlining the key advantages and disadvantages of each option with an emphasis on early-stage constraints (capital, team, time, customer acquisition, and execution risk). It then directs the AI to recommend the most suitable model for the user’s situation and justify the choice based on fit, feasibility, and likelihood of success in the given industry context.
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betterpromptme Skill Cinematic Grocery Fridge PortraitThis prompt instructs an AI image generator to take an uploaded portrait and realistically transform it into a cinematic, half-body smartphone-style photo set in a grocery aisle, with the subject posed in front of a glass-door soda fridge. It specifies the scene composition, pose, and framing, emphasizes cool fridge lighting mixed with warm store ambience, and requests film-like color grading with mild grain and low-light mobile texture. The intended outcome is an authentic, moody indie-film still that preserves the person’s facial identity and proportions while avoiding stylized, surreal, or inappropriate elements.
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betterpromptme Skill Design Icons In Your Unique StyleThis prompt instructs an image-generation system to create a high‑resolution, 3D‑rendered cute character tailored for a specific UI screen, with configurable character type, action, expression, and design details aligned to the UI’s purpose. It specifies a playful minimalist look with soft studio lighting, matte plush materials, centered full‑body composition, and no background, resulting in a transparent PNG (square, 1024×1024+), saved with a UI‑relevant filename.
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betterpromptme Skill Fifa World Cup Supporter PortraitThis prompt instructs an image-generation system to produce a photorealistic, magazine-quality portrait of a female FIFA World Cup–style supporter customized for a chosen country, depicting authentic match-day emotion in a packed stadium. It specifies the subject’s styling (jersey, face paint, accessories), lighting, depth of field, crowd and stadium elements (including an embedded scoreboard and LED displays), and overall editorial sports-photography aesthetic, while using negative constraints to avoid artifacts, unrealistic features, and copyrighted logos. The outcome is a high-detail, cinematic supporter portrait centered on national pride and tournament atmosphere, with key details controlled through template variables.
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betterpromptme Skill Full Body Memoji Avatar RecreatorThis prompt instructs an AI to recreate the subjects shown in an input image as high-quality, Apple Memoji-inspired 3D emoji avatars, preserving the original pose, expressions, interactions, and all key visual details (such as clothing, accessories, facial features, and props), and to deliver the finished characters fully visible on a transparent background in a soft, rounded, smoothly shaded cartoon style.
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betterpromptme Skill Modern Kitchen Lifestyle PortraitThis prompt instructs an AI image generator to produce a photorealistic, fashion-editorial indoor portrait in a modern minimalist kitchen, using the provided reference image as the sole, unchanged source of the subject’s facial identity. It specifies a vertical, counter-height medium composition with a confident leaning pose, glam hair and makeup, pink Y2K-inspired lounge outfit, and minimal foreground props (shot glasses and a clear bottle), along with controlled overhead lighting and a late-night upscale mood, resulting in a realistic, high-contrast lifestyle photograph that preserves the subject’s exact face and expression.
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betterpromptme Skill Parisian Street Fashion EditorialThis prompt instructs an AI image generator to produce a full-body, cinematic street-style fashion editorial photo of a specific woman, preserving her exact facial identity and original hair color while precisely replicating a one-leg balance pose with windswept hair and a defined luxury outfit. It specifies an upscale Parisian crosswalk setting in front of a black-and-gold café with visible warm interior details and a motion-blurred pedestrian, under crisp daylight with soft shadows and a film-plus-digital editorial finish. The intended outcome is a realistic, high-fashion image with no deviations in pose, styling, proportions, or accessories and no beautification or additional props.
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betterpromptme Skill Personalized Health Advice PromptThis prompt instructs the assistant to act as an experienced health expert and generate personalized, medically sound wellness guidance using the user’s name, age, gender, weight, and current health condition. The response must follow a fixed structure—greeting, gentle exercise recommendations tailored to the condition, a list of things to avoid, additional practical wellness advice (e.g., nutrition, hydration, rest), and a supportive closing with a reminder to care for one’s health and a thank-you. The outcome is an empathetic, easy-to-follow set of individualized recommendations designed to support recovery and prevent worsening symptoms.
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betterpromptme Skill Polished Chrome 3d Icon GeneratorThis prompt specifies a high-resolution, physically based 3D render of a single object in a polished chrome style, detailing its shape placeholder, mirror-gloss material properties, studio lighting, isometric/orthographic camera setup, and transparent background. The outcome is a centered PNG icon-like image with smooth gradients, sharp realistic reflections, and subtle grounding shadowing, with no text or additional elements.
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betterpromptme Skill Show Me The Questions Im AvoidingThis prompt asks the AI to avoid giving advice and instead generate five probing, potentially uncomfortable self-reflection questions tailored to the user’s stated emotion and area of life. The outcome is a concise set of challenging prompts designed to surface hidden fears, assumptions, responsibilities, or desires that may be acting as the user’s real block, helping them move toward clearer understanding through introspection rather than solutions.
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betterpromptme Skill The Editorial Nightlife AestheticThis prompt instructs an image-generation or editing system to produce a photorealistic, luxury lounge portrait that preserves the subject’s exact facial identity while placing her in an upscale, dimly lit restaurant/cocktail lounge setting. It specifies vertical medium-shot framing, refined styling (strapless blue‑grey mini dress and jewelry), a poised seated pose, key foreground props (marble table, drink, white quilted handbag), and warm candlelit lighting with shallow depth of field. The outcome is a modern, elegant nightlife editorial image with realistic textures, natural skin detail, and no artificial effects or identity changes.
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betterpromptme Skill The Social Engagement AcceleratorThis prompt instructs the AI to act as a social media content strategist and produce a numbered list of 10 scroll-stopping post ideas tailored to a specified platform and topic/product. Each idea is constrained to under 20 words and must include a hook, an emotional angle, and a call-to-action suggestion, all written in the requested brand tone.
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betterpromptme Skill Transparent Studio Render No BaseThis prompt defines a consistent visual style guide for generating a clean, studio-quality product render of an object on a fully transparent background. It instructs the model to preserve the object’s original shape while using smooth, outline-free geometry, semi-matte plastic-like materials, subtle specular highlights, and high-contrast decal-style branding, with slightly boosted color for clarity. The expected result is a centered, sharp, professional-looking cutout render with only a soft drop shadow for depth and no visible base, floor, or background elements.
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betterpromptme Skill Ugc Clothing Item Photo GeneratorThis prompt instructs an image generation/editing system to produce a realistic, high-end UGC fashion photoshoot image by keeping the woman’s face, identity, and hair exactly as shown in the first reference photo while swapping her outfit to match the specific clothing item from the second reference photo with accurate fit, material, and lighting. It also defines a luxurious studio scene with a giant cream gift box, burgundy velvet curtains, and directional editorial lighting, plus a precise pose and expression, and it constrains the output by forbidding any changes to the person’s identity, the garment design, or the established background and style so the result looks like an authentic photograph of the user wearing the chosen outfit.
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betterpromptme Skill Viral Youtube Thumbnail GeneratorThis prompt instructs an image-generation system to design a viral-style YouTube thumbnail in a 16:9 format using provided video-specific inputs (title, concept, character details, text, font, background, and lighting). The task is to create a scroll-stopping composition with the main character centered and highly expressive, bold readable text that doesn’t cover the face, dramatic high-contrast color and lighting, and a simplified background with optional cinematic effects. The outcome is a clickable, mobile-legible thumbnail optimized for strong emotional storytelling and clear visual hierarchy.
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betterpromptme Skill Western Editorial Bridal PortraitThis prompt instructs an image generator to create a high-end, cinematic indoor bridal editorial portrait that preserves the subject’s exact identity from a reference photo while styling her in a voluminous white satin couture gown, wide-brim hat with veil, and layered pearls, seated on a vintage chair amid abundant roses, greenery, and soft overhead drapery. It specifies a joyful, candid pose with a hand partly covering her smile, a bouquet in rich red and blush tones, centered full-body composition, and warm candlelit, shallow-depth lighting with creamy highlights and rich shadows, yielding a romantic, luxurious vintage room scene without altering facial features or introducing off-theme elements.
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betterpromptme Skill Restore Old ImageThis prompt instructs the AI to take an attached aged black-and-white photograph and restore it into a natural-looking, era-faithful color image by repairing physical damage artifacts, correcting tonal range and white balance, and applying realistic period-appropriate colorization while preserving authentic texture, identity details, and subtle film grain. The expected outcome is a clean, gently graded, film-like color version with controlled contrast, believable skin and material tones, minimal noise and sharpening artifacts, and no invented content or unnecessary cropping.
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betterpromptme Skill Untitled Prompt 1This prompt sets the assistant up as a narrative-focused storyteller who creates vivid, engaging stories using strong scenes, sensory detail, and a consistent point of view while maintaining concise pacing and a clear emotional arc. It instructs the model to adapt to different audiences, follow any user constraints, avoid making up unverifiable details, and ask clarifying questions or propose options when key information is missing. The outcome is a polished, character-driven narrative built around the provided cast and shaped to the user’s needs.
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betterpromptme Skill Untitled Prompt 4This prompt asks the AI to generate or describe an image featuring a cup placed in a forest setting, focusing on composing a nature scene where the cup is a clear subject among trees and foliage. The result is a forest-themed picture (or detailed visual description) that centers on the cup and conveys the atmosphere, lighting, and surroundings of the woodland environment.
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betterpromptme Skill A Personalized Nutrition Meal PlanThis prompt instructs the AI to generate a personalized, medically appropriate daily or weekly nutrition meal plan for a person with a specified health condition, using provided demographics and lifestyle factors (age, gender, weight, height, activity level) and any allergies or dietary restrictions. The resulting output is a clear, non-technical plan that includes at least three main meals plus one to two healthy snacks per day, with meal names, suggested times, estimated portion sizes, avoidance of condition-harmful foods, and an approximate daily calorie total with macronutrient breakdown, along with suitable substitutions for restricted foods.
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betterpromptme Skill Architectural Floor Plan GeneratorThis prompt instructs the AI to act as a professional architect and produce a clean, CAD/blueprint-style, top-down floor plan for a house using the provided style, size/layout, room list, special features, and optional site context. The expected outcome is a computer-drawn schematic with clearly separated and labeled rooms, accurately indicated walls, doors, windows, stairs, and any requested elements (e.g., terrace, pool, rooftop garden) integrated logically into the layout, presented with precise lines and clear proportions.
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betterpromptme Skill Automated Profit Machine BlueprintThis prompt instructs the AI to act as a seasoned business architect in a specified niche and design an automated, recurring-revenue “profit machine” with minimal manual effort. The expected outcome is a complete monetization blueprint that defines a compelling core offer, a lead capture approach, a sales and upsell funnel, a customer retention plan, and the essential automation tools required to run and scale the system.
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betterpromptme Skill Canva Hex Color Finder From ImagesThis prompt instructs the AI to act as a professional color analyst who, given an uploaded photo and a user-identified target area, extracts the most accurate Canva-ready hex color code from that specific object or surface, with an adjustable tolerance for precision versus blended tones. The result is a single, easy-to-copy hex value, while enforcing safety checks for inappropriate imagery and requesting clarification or a new upload if the specified object isn’t visible.
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betterpromptme Skill Choose A Focus That Suits You BestThis prompt asks the AI to use the user’s year in school, major, and chosen subject to recommend advanced, research-oriented topics aligned with current trends in that field. The result is a tailored shortlist of specialized areas to explore—typically highlighting emerging subfields, key methods or technologies, and promising research directions suited to the user’s background and goals.
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betterpromptme Skill Classic Photobooth Black And WhiteThis prompt instructs the AI to convert an input photo into a single, high-resolution, photorealistic black-and-white studio/photobooth-style portrait, emphasizing strong monochrome contrast, subtle film grain, clean white seamless background, tight centered waist-up cropping, and soft flash-like lighting. It requires strict, exact preservation of every subject’s face and original clothing/accessories with no beautification or identity changes, while adjusting the pose to match a specified friends-versus-couple hugging arrangement. The intended result is a frameless, borderless, sharply focused, real-photography-looking image that meets detailed validation checks for facial fidelity, pose logic, and overall photobooth aesthetic.
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betterpromptme Skill Create Theme Ideas For Your ShootsThis prompt instructs the AI to take on the role of an experienced photographer and develop a set of original photoshoot themes and concepts around a specified topic, shaping them with clear mood, tone, and aesthetic direction. The outcome is a collection of distinctive, story-driven ideas that emphasize emotional impact and visual coherence, informed by professional considerations like composition, lighting choices, and narrative visual storytelling to help the shoot feel memorable and stand out.
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betterpromptme Skill Direct Flow Language Learning PlanThis prompt instructs the AI to create a personalized, practical language-learning plan using the learner’s target language, current level, goals, available daily time, learning style, and timeframe. The AI outputs a structured daily and weekly schedule allocating time across vocabulary, listening, speaking, reading, and writing, plus level-appropriate video recommendations with progressive difficulty and specific video-based exercises (shadowing, dictation, oral/written summaries). It also includes periodic checkpoints with video-based progress measures (e.g., reducing subtitles, real-time summarizing) and finishes with motivation strategies to help the learner stay consistent.
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betterpromptme Skill Dreamy Y2k Gothic Bedroom PortraitThis prompt instructs an image-generation system to create a photorealistic, grainy, dimly lit Y2K/90s-inspired bedroom portrait that preserves the real subject’s identity while adapting styling into gothic glamour. The resulting image places the subject lounging on shiny dark red satin bedding with loose curls, dark makeup, gothic jewelry, and a 90s corded phone, surrounded by nostalgic props like popcorn, magazines, and posters. It also adds a faint, ominous Ghostface silhouette in a doorway to evoke cinematic suspense without graphic violence, while avoiding modern artifacts, logos, or beauty-smoothing effects.
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betterpromptme Skill Explorer In The Woods Kid PortraitThis prompt instructs an image-generation model to create a single photorealistic cinematic outdoor portrait of a child explorer on a hidden forest trail, using an uploaded child photo as the identity anchor to keep the face, skin tone, hairstyle, age, and proportions consistent. It specifies the exact wardrobe from a provided outfit description, adds only a simple explorer hat and small backpack, and defines a realistic woodland scene with dappled sunlight, shallow depth of field, and portrait-lens framing. The expected outcome is one clean, believable camera-like image with coherent lighting and no added text, logos, artifacts, or extra accessories.
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betterpromptme Skill Galactic Geometric Tide VisualizerThis prompt directs the AI to generate a stylized visual depiction of a chosen subject within an abstract “Galactic Geometric Tide” theme, combining flowing, wave-like arcs with crisp triangular geometry. The result is a cosmic-yet-liquid composition rendered in luminous gradients of two specified colors, creating an image that blends solid structure with fluid motion.
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betterpromptme Skill Garden Reverie Solo Album InspiredThis prompt instructs an image-generation system to produce an 8K photorealistic, cinematic fine-art portrait of a young woman in a quiet garden, specifying her pose, wardrobe, chair, petals, foliage backdrop, camera/lens look, film-grain aesthetic, and warm natural afternoon lighting to evoke serene, slightly wistful contemplation. It also enforces strict realism and continuity by requiring the subject’s face, hair, and proportions to match a provided reference exactly, while prohibiting artificial glamorization, fantasy elements, or added text, resulting in a timeless fashion-meets-emotional still frame.
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betterpromptme Skill Gothic Overhead Editorial PortraitThis prompt instructs an AI to generate a photorealistic, full-body gothic editorial portrait with a bridal-inspired mood, shot from an overhead angle in warm candlelight. It specifies the subject’s gender-dependent styling, outfit and jewelry details, a curated set of antique props, a neutral draped backdrop, and a calm seated pose to achieve a quiet, romantic, introspective atmosphere. The expected result is a cinematic, editorial-grade image with balanced top-down composition, soft chiaroscuro shadows, and an ivory-and-amber palette that emphasizes lace, glass, and texture.
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betterpromptme Skill Guide Through Mindfulness ExerciseThis prompt instructs the AI to act as a mindfulness expert and deliver a beginner-friendly, portable mindfulness session that reduces stress and improves mental clarity. It asks for a brief explanation of mindfulness and its benefits, followed by a structured, step-by-step exercise incorporating breathing, a body scan, and visualization, with reminders to stay present and non-judgmental. The outcome is a complete guided practice that ends with practical advice for building consistency and weaving mindfulness into everyday routines.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include behind-the-scenes-studio-portrait, choosing-the-right-business-model, cinematic-grocery-fridge-portrait. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.