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 Time Ripple AnalyzerThis prompt instructs the AI to act as a time travel consultant who evaluates a user-defined historical era and a specific past alteration affecting a key figure or invention, then outlines multiple plausible ripple effects across history, technology, society, and the traveler’s origin timeline. The result is a structured, accessible analysis that connects causal chains, paradoxes, and ethical considerations using both scientific reasoning and speculative imagination, concluding with open-ended questions to encourage further exploration of alternate timelines.
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betterpromptme Skill Building A Dream TeamThis prompt guides an AI to recommend an ideal lean startup founding team for a specified industry by outlining the key co-founder roles to recruit, the must-have hands-on skills each should bring, and the personality dynamics that best support early execution. It also produces a practical checklist of warning signs—skill gaps, mismatched incentives, poor collaboration habits, or unhealthy risk profiles—to help you avoid problematic co-founder choices and assemble a complementary, high-functioning team.
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betterpromptme Skill Cherry Blossom SummerThis prompt instructs an AI image generator to produce a high-resolution, photorealistic vertical outdoor lifestyle portrait of a specific young woman seated on a wooden garden bench, with strict constraints to preserve her exact facial identity, proportions, and natural skin texture. It specifies detailed composition, pose, outfit and accessories, as well as a quiet residential garden environment with identifiable background elements and soft overcast lighting. The intended outcome is a calm, editorial-style three-quarter body portrait with realistic color, depth, and natural atmosphere, free of artificial beauty effects, text, or watermarks.
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betterpromptme Skill Cozy Christmas SelfieThis prompt instructs an image model to generate a vertical, three-panel Christmas-themed selfie portrait featuring the same subject in all panels, with consistent cozy indoor lighting and a festive background of decorated trees and gifts. It specifies arm’s-length, medium close-up framing and three slightly different casual poses and expressions to create candid holiday variety while keeping the overall look warm and authentic. The key outcome is a cohesive triptych that preserves the subject’s identity exactly—maintaining natural facial features, skin texture, hair, age, and gender expression—without any beautification or stylized alteration.
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betterpromptme Skill Cvresume Roast SystemThis prompt instructs the AI to act as a harsh, sarcastic visual reviewer and art director to produce a single “roasted” version of a resume by overlaying it with red-ink, handwritten-style critiques—cross-outs, arrows, circles, underlines, margin notes, and messy-but-intentional doodles—each accurately anchored to specific resume lines or sections while keeping the underlying text readable, resulting in an aggressively marked-up image suitable for humor-forward social content.
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betterpromptme Skill Draft Follow Up EmailThis prompt instructs the AI to draft a professional follow-up email responding to an announcement or offer about a specified topic, starting with a polite acknowledgment and then clearly communicating the sender’s decision (accepting, requesting clarification, or declining with a brief, respectful reason). The resulting email maintains a confident, empathetic tone, includes any pertinent context and next steps, and ends with a courteous professional sign-off.
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betterpromptme Skill Dreamglass Icon MakerThis prompt instructs an image model to generate a modern, UI-friendly 3D icon of a specified object, rendered in a dreamy translucent glass-like plastic with soft pink and purple tones. The result is a glossy, rounded, gently glowing icon with subtle shimmer effects, floating on a clean white background with soft shadows and natural lighting for an elegant, polished look.
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betterpromptme Skill Dynamic Motion SketchPrompt này dùng để tạo (hoặc hướng dẫn vẽ) một bản phác thảo bút chì dạng “nghiên cứu chuyển động” cho chủ thể bạn điền vào {{ SUBJECT }}, nhấn mạnh tư thế động và dòng chảy chuyển động bằng nét vẽ mạnh, quét rộng và đổ bóng nhiều lớp; kết quả là hình sketch giàu cảm giác hành động, có điểm nhấn màu bằng bút chì ở hai màu bạn chọn trong {{ COLOR1 }} và {{ COLOR2 }} để tăng độ sống động.
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betterpromptme Skill Flashback On The SofaThis prompt instructs an AI image generator to create a high-resolution, vertical, realistic portrait that preserves a provided face reference while depicting the subject lounging on an olive-green vintage sofa and holding a red rotary phone, styled like an authentic 1980s flash-lit editorial shoot. It specifies warm direct-flash lighting with crisp shadows, shallow depth of field, subtle analog grain, a simple uncluttered background, and an outfit that adapts to the subject’s gender, while forbidding logos, extra people, distracting props, over-stylization, or any suggestive content. The result should look like a believable retro magazine photo—confident, relaxed, centered, and ready for social or editorial use.
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betterpromptme Skill Instant Runway Try OnThis prompt instructs an AI to generate a single, photorealistic 4‑second vertical runway video featuring a lifelike model built from provided identity attributes and wearing an uploaded outfit exactly as referenced, while maintaining a fixed cinematic runway environment, continuous forward-tracking camera move, realistic walk cycle with cloth physics, and embedded runway ambience audio, enforcing strict consistency and prohibiting any overlays, text, branding, cuts, or display of the reference image.
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betterpromptme Skill Market Size EstimatorThis prompt instructs the AI to act as a business analyst and produce a reasoned estimate of the Total Addressable Market, Serviceable Addressable Market, and Serviceable Obtainable Market for a specified product, industry, geography, and customer type. The expected outcome is a structured analysis that defines market boundaries, documents assumptions, walks through the calculation logic step by step, cites credible public data sources where possible, and summarizes key drivers and uncertainties in both a table and a brief narrative.
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betterpromptme Skill Photo Booth AestheticThis prompt instructs an image model to generate a high-resolution, photorealistic photograph of a MacBook screen viewed at a slight angle, showing the macOS Photo Booth app capturing a candid mirror-selfie scene in a warm, cozy bedroom. It specifies precise UI details, subject styling and expression, layered screen-photography realism (glare, reflections, mild softness), and lighting/color mood, while enforcing strict rules to preserve the subject’s facial identity and natural texture. The expected outcome is an authentic-looking screen photo that balances crisp interface elements with believable camera-captured display artifacts and a modern digital-lifestyle aesthetic.
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betterpromptme Skill Taxi Street EditorialThis prompt instructs an image-generation system to create a magazine-quality urban street-style editorial photograph featuring a fashionable young adult posed casually beside a yellow New York City taxi while applying lipstick, with specified outfit details, accessories, body language, city-street environment, late-afternoon natural lighting, and an eye-level full-body composition using shallow depth of field to keep the subject and taxi sharp while the background recedes into a lively, cinematic NYC atmosphere.
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betterpromptme Skill The Rooftop PaparazziThis prompt directs an AI image generator to produce a photorealistic, vertical rooftop nightlife portrait in a paparazzi/editorial style, keeping the subject’s facial identity exactly consistent with a provided reference while surrounding them with a semicircle of hands holding smartphones whose screens visibly display the subject (some with camera UI). The intended result is two pose variations in the same modern city rooftop setting—one calm stance and one contemplative hand-to-cheek gesture—lit primarily by realistic smartphone flashes against a night skyline, with sharp documentary-style detail and no beautifying or identity-altering changes.
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betterpromptme Skill Viral Tweet GeneratorThis prompt instructs the AI to act as a viral tweet strategist and produce 10 distinct, high-performing tweet drafts tailored to a specified topic, audience, goal, tone, optional call-to-action, and length. It enforces strict platform-native constraints (character limit, no hashtags/emojis/fluff, no fabricated stats, no unsafe content) and requires variety across multiple hook styles. The outcome is a clean, numbered list of tweet-ready options, each labeled with its hook type and presented without any extra commentary.
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betterpromptme Skill Virtual Hair Test FitThis prompt instructs an AI image editor to take a user-provided portrait and seamlessly replace only the subject’s hair with a user-specified hairstyle, producing a high-fidelity, photorealistic result. It emphasizes preserving the person’s identity and all non-hair elements (face, skin, expression, background, clothing, lighting setup) while integrating the new hair with accurate hairline placement, natural texture, and consistent lighting and shadows. The intended outcome is an image that looks like an untouched real photograph of the same person, differing only in hairstyle and avoiding artifacts, stylization, or unintended enhancements.
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betterpromptme Skill HelloThis prompt asks the AI to look at the provided flower image and produce a clear, user-friendly description of what’s shown—identifying notable visual details such as the type or appearance of the flower, its colors, surrounding elements, and overall scene—resulting in a concise summary of the image’s contents.
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betterpromptme Skill AI Super Search EngineThis prompt sets up an AI “super search” workflow that takes a user’s specified search term, gathers recent and credible information from multiple online sources, and presents the findings in a structured, Google-style SERP list (title, brief summary, URL, source, date) followed by a categorized insight summary (e.g., guides, discussions, videos, code, tools, key takeaways), while explicitly avoiding fabricated citations and clearly flagging any uncertainty.
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betterpromptme Skill Cool Holographic ImageThis prompt instructs an image-editing/generation model to transform a given image with a cinematic holographic overlay, producing a glossy, high-contrast, iridescent look featuring dreamy rainbow gradients, soft radial light reflections, subtle edge lighting and shadows for depth, and a gentle noise texture. The intended result is an ultra-HD, centered 1:1 composition set against a dark background, emphasizing pink, teal, cyan, and purple hues with smooth, luminous blending.
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betterpromptme Skill Disney Castle PortraitThis prompt instructs the AI to use a provided photo of the user as a likeness reference and generate a high-resolution, photorealistic, Disney-inspired travel portrait of them seated confidently on a stone ledge in front of a Cinderella-like fairytale castle. It specifies configurable details such as outfit and hand gesture, along with default composition, lighting, mood, accessories, and framing requirements. The expected outcome is a bright, cinematic, social-media-ready vacation-style image that preserves the subject’s recognizable features while placing them in the themed landmark setting.
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betterpromptme Skill Glossy Studio PortraitThis prompt instructs an image-generation or editing model to produce a 2025-style glossy luxury fashion editorial studio portrait that preserves the subject’s identity exactly while applying specified camera settings, neutral studio background, refined lighting, and detailed beauty styling. The outcome is a crisp 4K horizontal portrait with cinematic, cool-toned glossy highlights, natural skin texture, and the exact wardrobe, accessories, pose, and composition described, while explicitly avoiding any face changes, hair color shifts, or distracting elements.
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betterpromptme Skill Imac G3 Revival RenderThis prompt instructs an image model to generate a high-resolution, square 3D icon of a specified object rendered in the classic iMac G3 style, featuring glossy translucent colored plastic shells with soft white/gray accents. The result should be a perfectly centered, weightless, fully floating object on a pure white background with no text, shadows, reflections, or grounding elements.
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betterpromptme Skill Image To Action FigureThis prompt instructs an AI to transform a provided character photo into a realistic, daylight-lit indoor 3D product render depicting a premium collectible figurine display, including the figurine on a round plastic base, a branded box behind it featuring the character’s image, and a nearby computer monitor showing the Blender modeling workflow, resulting in a high-quality scene suitable for showcasing an expensive toy-like product.
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betterpromptme Skill Kaizen Habit ArchitectThis prompt instructs an AI to act as a Kaizen-focused system architect who first assesses a user’s current routines and constraints, then designs a personalized continuous-improvement protocol built from 1–3 trivial micro-changes, friction-reducing environmental tweaks, and simple measurement methods. The intended outcome is an actionable, ritualized plan tied to existing habits, with a conservative 30+ day review cycle that iterates based on data rather than motivation or dramatic overhauls.
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betterpromptme Skill Luxurious Easter PartyThis prompt instructs an image generator to create a vertical three-panel, luxury Christmas editorial portrait sequence using an uploaded reference photo to strictly preserve the subject’s identity while placing them in an opulent, warmly lit mansion decorated for the holidays. It specifies gender-appropriate wardrobe (a burgundy sequin gown with fur wrap and diamonds for a woman, or a tailored black suit for a man), mandates a consistent festive cinematic look, and defines three distinct scenes—by a grand Christmas tree holding a small white dog, ascending a decorated staircase from behind, and a cozy candlelit moment raising a champagne glass—while prohibiting text, watermarks, extra characters, and any non-Christmas or stylized deviations.
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betterpromptme Skill Madeline Ford In MilanThis prompt instructs an AI image generator to produce a high-resolution, photorealistic vertical fashion-travel portrait of a specific woman in an ornate historic European shopping arcade, with strict constraints to preserve her exact facial identity and natural skin texture. It specifies the composition (medium shot, over-the-shoulder pose, leading lines, crowd and architecture for depth), styling (black modern open-back outfit and small chain-strap bag), environment details (glass-vaulted ceiling, mosaic floors, luxury storefronts with visible Prada signage), and lighting/color/mood targets. The expected outcome is a polished editorial-style image that blends luxury fashion with lively architectural context while maintaining realism and avoiding unwanted facial or environmental alterations.
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betterpromptme Skill Plushstyle Studio DollThis prompt instructs the AI to take a provided human photo and generate a stylized image of the person as a modern collectible plush doll, keeping the original outfit’s style and colors while converting all elements into smooth, matte fabric materials with visible plush construction details. The result is a studio-lit, confidently posed character with an oversized head and short limbs, minimal facial features, and hair and clothing re-created as high-quality felt and soft textile components rather than crochet or yarn-knit aesthetics.
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betterpromptme Skill Pro Bono Legal AdvisorThis prompt instructs the AI to act as a pro bono litigation-focused legal advisor who, based on the user’s dispute type, facts, evidence, and location, provides a clear, jurisdiction-specific analysis in plain language, offers multiple realistic resolution options with pros and cons, outlines concrete next steps, and includes appropriate disclaimers and referrals to free legal aid resources while avoiding irrelevant or inaccurate legal guidance.
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betterpromptme Skill Product Spec GeneratorThis prompt instructs the AI to produce a structured feature specification document for a proposed product feature, using provided inputs such as target users, key functionalities, technical considerations, and estimated development effort. The resulting output is a clear, implementation-ready spec organized into standard product and engineering sections—overview, goals with success metrics, user stories, acceptance criteria mapped to those stories, a high-level technical design, and future considerations—so developers can begin building with aligned requirements and scope.
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betterpromptme Skill Standing On Your MusicThis prompt instructs an AI image editor to take a user-provided portrait and composite it into a photorealistic, studio-style scene where the same person—without any facial alteration—stands naturally on the glass surface of a modern smartphone angled like a premium product mockup, with a readable Spotify screen showing a playlist and track list associated with the user’s chosen singer; the result is a clean, minimal, commercial-quality image with realistic scale, perspective, and shadows, and without extra subjects, distracting elements, or non-Spotify branding.
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betterpromptme Skill Sunny Day At F1 MonacoThis prompt instructs an image-generation model to produce a photorealistic, high-end luxury lifestyle photo set during the Monaco Grand Prix, featuring a stylish young woman on a balcony with the F1 circuit and Monaco scenery behind her. It specifies her pose, facial expression, hair and makeup, exact outfit and luxury accessories, and the handbag and cap she carries, while also defining a DSLR editorial look with bright natural daylight, shallow depth of field, and cinematic color grading. It additionally lists strict exclusions (e.g., eyewear, incorrect clothing, anatomical artifacts, low quality, fake logos) to reduce common generation errors and ensure an authentic, polished Instagram-fashion outcome with the subject in sharp focus and the race background slightly blurred.
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betterpromptme Skill The Dollhouse IllusionThis prompt instructs an AI image generator to produce a hyperreal, cinematic fashion editorial portrait in which a person—matching a provided reference identity—appears oversized and physically confined within a detailed miniature dollhouse room, dressed in a pastel green couture look, posed with calm tension, and photographed with specified camera settings and soft neutral studio lighting to emphasize realistic textures, miniature props, and a refined surreal mood without distortion or cartoon styling.
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betterpromptme Skill The Midnight Muse LuxeThis prompt instructs an image-generation or photo-editing system to produce a high-resolution, photorealistic vertical rooftop night dining portrait of a young woman at an upscale poolside restaurant, specifying precise composition, pose, wardrobe, props, environment, and warm ambient lighting to achieve a romantic luxury editorial look. It also includes strict identity-preservation rules to keep the subject’s facial structure, hair, and natural skin texture unchanged and to avoid beautification filters, resulting in a realistic, intimate evening scene with softly blurred city lights and candlelit atmosphere.
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betterpromptme Skill The Rose Petal EmbraceThis prompt instructs an image-generation system to produce a high-resolution, photorealistic romantic bedroom portrait featuring a young woman posed kneeling on a neatly made white bed while hugging an oversized teddy bear, surrounded by roses, petals, balloons, and ribbons, all arranged in a polished, editorial lifestyle aesthetic. It specifies strict identity preservation for the subject’s face, detailed styling (hair, makeup, outfit, heels), precise composition (vertical, eye-level, centered framing with foreground and background elements), and soft, even indoor lighting to achieve an elegant, softly sensual, celebration-themed result without artificial beautification or stylized filtering.
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betterpromptme Skill Weekend Vibes PortraitThis prompt instructs an image-generation system to produce a high-resolution, photorealistic vertical lifestyle street portrait of a specific young woman seated waist-up at a sunny sidewalk café, preserving her exact facial identity while depicting a natural pose, defined outfit and accessories, and a detailed table setting with a seafood rice dish and strawberry dessert, all set against a modern city street backdrop with midday daylight, realistic color, and crisp focus without text or artificial beauty alterations.
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betterpromptme Skill 6 Anti Agreeing PromptsThis prompt configures the assistant to act as a rigorous critical-thinking co-pilot rather than a compliant responder, prioritizing accuracy and constructive skepticism. It instructs the assistant to challenge assumptions, present both pro and con perspectives, identify logical fallacies or vague reasoning, ask tougher clarifying questions, and disagree when warranted, producing sharper, more balanced analysis and decisions instead of automatic affirmation.
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 time-ripple-analyzer, building-a-dream-team, cherry-blossom-summer. 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.