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 Leica Monochrome DualityThis prompt instructs an AI image generator to produce an ultra-realistic, 8K high-fashion editorial portrait in stark black and white, using a minimalist studio setup with sculptural single-source lighting and a clean light background. It specifies tight framing, Leica-style optics and depth of field, matte monochrome tonality with fine grain, and gender-specific wardrobe/grooming options, while requiring the subject’s identity to match the provided reference exactly without facial reshaping or heavy retouching. The result is a timeless, high-contrast monochrome portrait with razor-sharp eyes, authentic skin and fabric texture, and an introspective, confident mood.
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betterpromptme Skill Mini Keychain From EmojiThis prompt instructs the AI to generate a square, studio-style close-up image of a cute handcrafted plush keychain character based on the provided text or emojis, held between two fingers and attached to a shiny silver keyring, with soft natural lighting, shallow depth of field, a neutral beige background, and highly detailed fuzzy or felt textures with simple embroidered facial features.
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betterpromptme Skill Prompt Engineer Pro ModeThis prompt sets up the assistant to operate as an expert prompt engineer who designs overlooked, high-impact prompt templates tailored to a specific niche, goal, target audience, and preferred style provided by the user. The outcome is a curated set of effective, ready-to-use prompts (and typically brief guidance on how to apply them) optimized for creative throughput and NLP-aware results aligned with the supplied context variables.
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betterpromptme Skill Prompt Evaluation SystemThis prompt instructs an AI to act as a structured prompt-quality inspector that evaluates a provided user prompt against ten specified prompt-engineering components, marking each as Full/Partial/Missing with a 0–10 score and a brief justification, then computing an overall average score and qualitative rating while following neutrality, formatting, and safety-stop rules (refusing to proceed if the prompt requests harmful content).
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betterpromptme Skill Realistic Bee Flight PovThis prompt instructs an AI to produce an ultra-photorealistic, documentary-style video shot from a bee’s point of view as it flies through a real-looking apartment, with the camera tracking just behind the insect so its body and wings are partially visible. It specifies physically accurate flight motion, true-to-life lighting, depth of field, and detailed interior textures (including a wooden green closet), while enforcing strict constraints against any stylized/CGI appearance. It also defines a realistic soundscape dominated by spatially accurate buzzing with subtle distant human reactions and no music or artificial effects, resulting in footage intended to be indistinguishable from real wildlife cinematography.
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betterpromptme Skill Self Projection PortraitThis prompt instructs an image model to generate a modern, gallery-installation style portrait in which a person stands calmly at eye level in front of a large, sharp projection of their own face, creating a layered, introspective self-reflection scene. It specifies framing, pose, expression, gender-inclusive hair and wardrobe variants, and projection-driven lighting so the result is a minimal, cinematic image where the real subject is subtly lit in the foreground while the oversized projected close-up dominates the background, emphasizing identity, scale, and quiet surrealism.
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betterpromptme Skill Set Your Daily DirectionThis prompt asks the AI to act as an emotionally intelligent productivity coach who turns a user’s long-term goal and today’s constraints (time and energy) into a single, concrete micro-action that’s easy to start and designed to build momentum. It also requires the AI to provide an emotionally resonant mindset reframe, a grounded motivational tie-back to the user’s bigger transformation, and a strong closing line that sparks immediate action. The outcome is a brief, layered coaching response that reduces resistance, clarifies the next step, and helps the user feel supported while taking meaningful progress today.
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betterpromptme Skill Social Media Ad CreativeThis prompt instructs an image-generation system to create a photorealistic, scroll-stopping social media ad image that showcases a specified product in a clean, professional composition tailored to a chosen platform’s ideal aspect ratio and engagement style. It applies detailed art-direction rules for lighting, realism, composition, and a selected visual aesthetic (e.g., minimal, bold, lifestyle, gradient), while explicitly requiring a purely visual result with no text, logos, or watermarks. The outcome is a high-quality, platform-optimized product hero creative that looks like a professional photoshoot and is designed to maximize attention and engagement in-feed.
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betterpromptme Skill Summarize Your Long TextThis prompt instructs the AI to act as a professional summarizer and produce a single-paragraph summary of a user-provided text that captures the main ideas and essential details in a clear, concise, and in-depth way, removing unnecessary wording and avoiding any information not found in the source.
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betterpromptme Skill The 7 Day Kickstart PlanThis prompt instructs the AI to act as a supportive learning coach and produce a simple 7-day beginner starter plan for a chosen skill, with each day containing a short plain-language lesson, a practice activity that takes under 30 minutes, and a brief open-ended reflection question. The outcome is a consistent, easy-to-skim weeklong schedule designed to reduce overwhelm, build early confidence, and create momentum while avoiding jargon, advanced material, and any unsafe advice (including adding a brief caution to seek professional guidance for sensitive topics).
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betterpromptme Skill The Mid Day Market PauseThis prompt instructs an image-generation workflow to produce a highly photorealistic, candid modern-office lifestyle portrait using a provided face reference, depicting a young woman stretching at her desk during a work break. It specifies exact framing, pose, outfit details, office environment props (including dual monitors with a readable trading chart and software dashboard), neutral fluorescent lighting, and a calm professional mood, while enforcing guardrails to preserve the subject’s facial identity, avoid beautification or stylized filters, and keep the scene realistic and grounded.
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betterpromptme Skill The Night Is Still YoungThis prompt instructs an image generator to create a vertical two-panel (top/bottom) cinematic nighttime portrait of a specific reference woman, preserving her exact facial identity, uniform, hair color/length, and overall styling, while varying only her gaze and emotional expression between panels. The intended outcome is a warm, dreamy, atmospheric close-up with consistent setting and composition across both frames, featuring soft backlighting with glowing bokeh, subtle floating particles, gentle hair movement, and filmic post-processing that maintains natural skin texture and avoids any added props, wardrobe changes, or harsh lighting artifacts.
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betterpromptme Skill Thesis Outline ArchitectThis prompt instructs the AI to act as an academic thesis advisor in a specified field, using the user’s provided topic and unstructured notes to extract core themes, generate several precise and debatable thesis statements, select one to build a coherent thesis-level outline, critically evaluate that outline for weaknesses and missing scholarship or counterarguments, and then refine research questions while recommending and justifying appropriate qualitative, quantitative, or mixed methodologies suited to committee-level expectations.
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betterpromptme Skill Urban Catwalk Film GrainThis prompt instructs an image-generation system to produce a vertical, photoreal high-fashion editorial portrait set in a nighttime urban underpass with a cool green fluorescent 35mm film aesthetic, while enforcing strict identity preservation from a provided reference face. It specifies wardrobe, pose, setting, lighting, framing, and grain/contrast requirements, bans smoothing and any new readable text or logos, and requires the model to stop and request a clearer reference image if the face is not fully visible and sharp.
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betterpromptme Skill Where They Rage You SellThis prompt instructs the AI to act as a customer intelligence researcher who scans a large set of online platforms to find recent, high-volume discussions about problems related to a specified product, then extracts and ranks users’ exact pain points with verbatim quotes, identifies solution-seekers versus venters along with their objections, and delivers a report listing the best communities to monitor or join (with links), the strongest recurring issues and language patterns, buyer intent signals such as urgency and budget, and a prioritized strategy for where and how to engage first.
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betterpromptme Skill Chiet TuPrompt này yêu cầu AI đóng vai giáo viên tiếng Trung và khi người dùng đưa vào một chữ Hán giản thể, AI sẽ phân tích chữ đó theo cấu tạo/bộ thủ (chiết tự), đồng thời cung cấp pinyin, âm Hán‑Việt, nghĩa gốc và một số từ ghép thường gặp; kết quả được trình bày theo bố cục rõ ràng như ví dụ để người học hiểu cách hình thành chữ và cách dùng trong thực tế.
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betterpromptme Skill 2 In 1 Vocabulary TrainerThis prompt instructs the AI to create a set of 80 topic-specific vocabulary items in a specified target language, organized evenly across defined subtopics, and present them in a single six-column Markdown table containing the word, consistent beginner-friendly phonetics, a pronunciation guide, the translation, and a short bilingual example sentence that includes the target word, with strict formatting and length constraints and no extra text outside the table.
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betterpromptme Skill 3 In 1 Vocabulary TrainerThis prompt instructs the AI to create a curated list of exactly 80 vocabulary words in a specified target language centered on a given topic, organized into subtopics. The result is delivered as readable Markdown tables with six columns covering the word, a beginner-friendly phonetic transcription, a pronunciation guide, meanings in Vietnamese and English, and a trilingual example sentence for each entry.
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betterpromptme Skill Alpine Cabin PhotorealismThis prompt instructs an image-generation/editing system to reconstruct a photorealistic selfie-style scene inside a gondola cabin suspended over snowy mountains, placing two specified subjects in an exact foreground/background arrangement with precise clothing, expressions, and props. It emphasizes ultra-real environmental detail (overcast cold lighting, fogged windows, reflections, and mountain textures) while requiring strict identity preservation for both people so their faces, features, and overall presence remain unchanged, producing a high-resolution, natural-looking winter gondola portrait.
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betterpromptme Skill Alpine Luxury Lake MomentThis prompt instructs an image editing model to take a reference photo of a person and place them into a realistic, candid outdoor lifestyle scene where they are casually leaning against a matte black luxury SUV beside a calm alpine lake. It specifies strict identity and outfit preservation while defining the desired pose, setting (pine forests, mountains, lakeside road), lighting, composition, realism, and overall quiet luxury mood, resulting in a natural-looking high-end travel snapshot that still matches the original subject exactly.
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betterpromptme Skill Capsule Cutie Pet EditionThis prompt instructs the AI to take a provided pet photo and recreate the animal as a high-end, studio-lit 3D collectible vinyl capsule toy render, preserving the pet’s exact identifying traits (colors/patterns, facial structure, ears, eyes, posture) while applying a chibi toy aesthetic with simplified features, oversized expressive eyes, realistic plastic materials, and a clean white background with soft shadow for a polished modern capsule-toy style result.
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betterpromptme Skill Cartoon Pantheon PortraitThis prompt instructs an image-generation system to produce an ultra-detailed, cinematic 3D scene of a casually dressed man posed as a collectible figure atop a vibrant toy-like pedestal, with multiple well-known cartoon characters arranged around him in playful interactions. The intended result is an 8K, richly colored, ultra-realistic render that blends nostalgic cartoon energy with modern action-figure aesthetics and dramatic lighting.
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betterpromptme Skill Casual Daytime Car SelfieThis prompt directs an image generator to produce a candid, phone-style, chest-up selfie of a casually styled person sitting in the driver’s seat of a modern car with the sunroof open in bright natural daylight, sipping a clear matcha latte through a straw while looking at the camera. It specifies wardrobe, grooming, accessories, framing, lighting, and background details (palm trees, blue sky, soft urban greenery blur) to ensure a realistic, unposed lifestyle moment, and it explicitly avoids studio polish, heavy retouching, full-body framing, or artificial-looking elements.
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betterpromptme Skill Cinematic Autumn PortraitThis prompt instructs an AI image generator to use the provided photo as the only reference for the subject’s identity and to produce a highly realistic, cinematic autumn head-and-shoulders portrait that matches the original framing and emotional tone. It specifies film-grade photographic choices—golden-hour natural light, shallow depth of field with an 85mm look, foreground leaf bokeh, minimal uncluttered background, and accurate skin and material micro-texture—while enforcing physically based rendering realism, restrained color grading, and strict negatives to prevent artifacts, stylization, overlays, or any changes to facial features or hair. The intended outcome is an editorial-quality, lifelike fall portrait with tack-sharp eye focus, smooth highlight roll-off, authentic texture, and immersive depth.
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betterpromptme Skill Creating A Meeting AgendaThis prompt instructs the AI to generate a professional, shareable meeting agenda tailored to a specified topic, duration, and attendee group. It produces a time-boxed schedule divided into logically ordered sections, each with a clear title, allocated time, and a concrete objective or expected outcome, ensuring the agenda flows realistically within the total meeting length.
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betterpromptme Skill Develop Quizzes And TestsThis prompt instructs the AI to design a 10-question multiple-choice quiz on a specified topic, with questions spanning varied difficulty levels and aligned to learning objectives. For each item, it requires four answer options (one correct and three plausible distractors) and a brief explanation of why the correct answer is right to reinforce understanding. The result is an engaging, appropriately challenging assessment that checks learners’ knowledge and retention while providing immediate instructional feedback.
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betterpromptme Skill Dreamy Y2k Suburban NightThis prompt instructs an image generator to create a full-body, photorealistic cinematic portrait based on an input face, preserving the subject’s identity while styling them in Y2K-inspired fashion and placing them in a dim suburban night setting. It specifies environment details, pose, props, lighting, lens and film-grain texture to produce a dreamy, nostalgic frame with a subtle horror undertone, resulting in a high-detail vertical image that feels like a still from a late-90s/early-2000s movie.
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betterpromptme Skill Dynamic Product Ad DesignThis prompt instructs the AI to take a provided beverage can product photo and replace its background with a modern, advertisement-ready scene themed around a specified concept, featuring realistic flying milk streams and floating themed fragments. The can itself must remain intact and accurately scaled, while the new background is composed dynamically with vibrant lighting and textures that highlight the product and create an eye-catching, lively promotional image.
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betterpromptme Skill Exact Font Text GeneratorThis prompt instructs the AI to render a user-provided text string exactly as written in a specified real-world font, matching authentic typographic details (glyph shapes, spacing, and proportions) and using the font’s commonly associated default color, placed centered on a solid white background with no additional visual effects or decorations, producing a clean final image containing only the styled text.
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betterpromptme Skill From Principle To ExampleThis prompt instructs the AI to act as a practical educator who takes an abstract theory provided by the user and turns it into clear, real-world examples that demonstrate how the idea plays out in everyday situations. The result is one or more concise, focused scenarios (without jargon, added assumptions, or unrelated concepts) that preserve the theory’s original meaning while making it easier to understand and apply.
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betterpromptme Skill Iced Coffee Street SelfieThis prompt instructs an image generation/editing model to produce a high-resolution, smartphone-style vertical selfie of the same person in a European summer café-travel setting, specifying exact framing, pose, expression, outfit, accessories, iced coffee details, lighting, and a textured stone-wall background with a particular green emergency sign, while enforcing strict identity preservation and realism through detailed constraints and negative exclusions to avoid retouching, distortions, or mismatched elements.
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betterpromptme Skill Neon Backseat Night DriveThis prompt instructs an image model to edit a provided portrait so the same person appears in a candid, handheld iPhone-like photo taken from the front passenger seat, capturing them leaning forward from the backseat at night. It specifies an intimate angle and medium close-up composition with the headrest foreground, preserves the subject’s exact identity and unchanged outfit, and places them inside a modern moving car amid neon-lit city streets. The intended result is a realistic, slightly imperfect snapshot with mixed neon/headlight/dashboard lighting, mild motion blur, and grain that conveys energetic nighttime urban motion.
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betterpromptme Skill Neon X Ray Sci Fi ScannerThis prompt directs an image model to generate a stylized X-ray scan of the specified subject, highlighting bones and internal anatomy with neon cyan and soft magenta illumination against a matte black background. It also calls for scientific overlay graphics and scan-like metadata to create a medical, sci‑fi diagnostic aesthetic, resulting in a high-contrast, futuristic radiography-style composition.
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betterpromptme Skill Seaside Solitude PortraitThis prompt instructs the AI to generate a photorealistic, golden-hour ocean-deck portrait in a cinematic coastal lifestyle style, depicting a specific woman in a precise medium close-up composition with an exact pose, wardrobe, jewelry, makeup, and serene expression while strictly preserving her facial identity and natural textures. The intended outcome is a realistic sunset scene on a boat with a visible horizon, deep blue water, and pastel sky, captured with natural light, true-to-life color, and shallow depth of field, without filters, text, watermarks, or any changes that would alter her appearance or styling.
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betterpromptme Skill Soft Minimal 3d RetextureThis prompt instructs an image-editing model to retexture the attached image’s main object into a soft, minimal isometric 3D “plastic” look while locking the original silhouette and using geometry-aware mapping to simplify fine details into clean, blocky forms. It specifies matte plastic surfaces with satin metallic edge trim and a semi-reflective black screen, subtle gradients, rounded bevels, and diffused low-intensity highlights with minimal soft shadows. It also directs a smooth pastel blue-to-cream gradient background with no added elements, a high-resolution render with slight bloom and no depth blur, and a cool grey/steel blue/charcoal palette with light lavender and pastel yellow accents.
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betterpromptme Skill Studio Editorial PortraitThis prompt instructs an AI image generator to produce an 8K, 4:5 minimalist editorial studio beauty portrait that matches the provided reference subject exactly, preserving identical facial features, proportions, and expression. It specifies a tight head-and-shoulders composition against a mid-gray seamless background, a serene hand-to-cheek pose, and refined styling with a black minimalist outfit. It also defines soft, professional studio lighting, neutral grayscale color treatment, realistic skin texture, and restrained retouching so the final result reads as a high-end fashion magazine beauty photograph of the same person.
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 leica-monochrome-duality, mini-keychain-from-emoji, prompt-engineer-pro-mode. 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.