Best AI Prompts by Task: A Prompt Library (2026)
36 starting-point prompts for coding, writing, images, research and business work
How to use: click Copy, replace the [amber fields] with your own material, and read the check under each set.
Browse 36 tasks
- Web Design & Glassmorphic UI Systems5
- Coding & Software Architecture5
- Content Creation & Growth Strategy5
- Long-Form Writing & Prose Editing5
- Blog Post Writing & SEO Architecture5
- Text-to-Image Generation & Photorealism5
- Text-to-Video Generation5
- Keyword Research & Semantic Clustering5
- Article Writers & Long-Form Journalism5
- Movie Scriptwriting & Scene Outlines5
- Code Testing & QA Automation5
- Find Cheap Flights & Travel Strategies5
- Songwriting & Electronic Music Lyrics5
- Suno Song Styles & Audio Generation5
- Gemini Model Workflows & Automation5
- ChatGPT Optimization & Custom Instructions5
- Claude Code Integration & CLI Workflows5
- Find Stocks & Financial Modeling5
- Market Research & Competitive Intelligence5
- Go-to-Market Strategy & SaaS Launch5
- Poster Generation & Graphic Design5
- Facebook Posts & Social Media Copy5
- LinkedIn Posts & Executive Thought Leadership5
- Job Descriptions & Technical Recruiting5
- Marketing Plans & Growth Strategies5
- App Building & Technical Specifications5
- Automated SEO Site Auditing5
- Smart Contract Security Reviews5
- Multilingual Localization & Translation5
- E-commerce Product Descriptions5
- Venture Capital Pitch Deck Architecture5
- Programmatic Video Editing Pipelines5
- UX User Persona Modeling5
- Automated Competitor Backlink Analysis5
- Local ComfyUI Workflow Design5
- Automated Financial Modeling & Forecasting5
The prompt library#
Web Design & Glassmorphic UI Systems#
5 promptsDesign systems specifications, Tailwind CSS color tokens, responsive layout grids, and minimalist glassmorphic interface architecture.
Act as a principal UI/UX architect. Outline a complete design system specifications document for a minimalist glassmorphic SaaS landing page, including exact Tailwind CSS color tokens, typography scales, spacing units, and responsive layout grids.Act as an expert frontend engineer. Write a fully responsive, production-ready React component using Tailwind CSS that features a frosted glass navigation bar, interactive Bento grid features, and smooth micro-interactions.Act as an elite web designer. Review the core principles of Apple's Human Interface Guidelines and construct a comprehensive component inventory matrix for a dark-mode dashboard tailored for professional creators.Act as a UX conversion strategist. Design a high-converting pricing page layout optimized for mobile and desktop, detailing visual hierarchy, contrast ratios for accessibility, and CTA microcopy placement.Act as a design systems lead. Create a tokenized CSS variables stylesheet and modular card component structure that implements a sophisticated monochromatic palette with subtle neon accent glows.Coding & Software Architecture#
5 promptsCodebase refactoring, performance optimization, secure API endpoints, containerization, and advanced debugging.
Act as a principal software architect. Review [PASTE YOUR CODEBASE MODULE] for architectural bottlenecks, memory leaks, and concurrency issues, and provide an optimized, refactored implementation in TypeScript.Act as a senior DevOps engineer. Write a robust, production-ready Dockerfile and multi-stage build script for a Next.js Node.js application deployed on Google Cloud Run with automated health checks.Act as an expert algorithm designer. Implement a high-performance caching layer in Python using Redis, featuring asynchronous connection pooling, TTL strategies, and fallback error handling.Act as a principal security engineer. Perform a comprehensive threat modeling and vulnerability audit on [DESCRIBE YOUR AUTHENTICATION WORKFLOW], identifying injection vectors and providing secure code patches.Act as a lead backend engineer. Write an efficient, scalable RESTful API endpoint in Node.js/Express with strict input validation using Zod, comprehensive error handling middleware, and structured JSON logging.Content Creation & Growth Strategy#
5 promptsMulti-platform content strategy, viral video scripts, growth frameworks, and editorial voice guidelines.
Act as a master digital content strategist. Develop a comprehensive 30-day cross-platform content matrix targeting tech founders, detailing core pillars, hook variations, and optimal publishing cadences.Act as an expert viral copywriter. Write three high-retention video script hooks and full narrative outlines centered around breaking down complex artificial intelligence developments for general audiences.Act as a professional audience growth manager. Formulate a step-by-step engagement playbook and community growth framework for scaling an organic tech newsletter from zero to 10k subscribers.Act as a creative director. Outline an editorial brand voice guideline document, including vocabulary do's and don'ts, sentence rhythm rules, and emotional resonance targets for a high-end AI brand.Act as an omnichannel content producer. Draft a pillar content piece on edge computing trends, then automatically derive 5 short-form thought leadership posts and 10 atomic social media micro-tips.Long-Form Writing & Prose Editing#
5 promptsExecutive speechwriting, prose styling, investigative journalism, and developmental manuscript editing.
Act as an award-winning executive speechwriter. Draft a compelling 1,000-word keynote essay on the intersection of human creativity and autonomous agent workflows, maintaining an authoritative yet intimate tone.Act as a master prose stylist. Rewrite [PASTE YOUR TECHNICAL DRAFT] to enhance narrative flow, eliminate passive voice, and integrate sophisticated pacing that commands reader attention from the opening sentence.Act as an elite investigative journalist. Construct a deeply researched, long-form journalistic feature examining the evolution of decentralized neural networks and edge-first AI architectures.Act as a professional developmental editor. Analyze [PASTE YOUR MANUSCRIPT EXCERPT] for structural coherence, character voice consistency, and emotional pacing, providing line-by-line editorial enhancement suggestions.Act as a master essayist. Compose a thought-provoking philosophical meditation on the nature of digital consciousness and algorithmic autonomy, utilizing vivid metaphors and precise vocabulary.Blog Post Writing & SEO Architecture#
5 promptsSEO-optimized blog posts, tutorial walkthroughs, product roundups, and Answer Engine Optimization (AEO) guides.
Act as an expert SEO content architect. Write an exhaustive, 2,500-word authoritative blog post on local ComfyUI workflow optimization, complete with H2/H3 hierarchies, semantic keyword integration, and code snippet breakdowns.Act as a tech blogger. Craft a high-engagement, highly skimmable tutorial blog post detailing how to build an edge-first AI middleware application using modern TypeScript and Python stacks.Act as a professional web publisher. Generate an engaging product roundup blog post reviewing top-tier generative video pipelines, structured with clear comparison criteria, pros/cons, and definitive verdict scores.Act as an inbound marketing specialist. Write a comprehensive 'How-To' guide on Answer Engine Optimization (AEO) strategies for modern digital publishers, featuring actionable schema markup examples.Act as a niche authority blogger. Compose an in-depth analysis of emerging design token systems in modern UI engineering, formatted with clear takeaways, takeaways tables, and expert commentary.Text-to-Image Generation & Photorealism#
5 promptsHyper-realistic portraits, cinematic lighting, architectural visualization, and design token UI mockups.
Act as a master AI prompt engineer. Write an ultra-detailed, production-grade text-to-image prompt for Midjourney / Flux generating a cinematic portrait with volumetric neon backlighting, anamorphic lens flares, and hyper-realistic skin textures.Act as an expert architectural visualizer. Construct a precise text-to-image prompt for a brutalist concrete penthouse overlooking a rainy Tokyo skyline at twilight, specifying focal length, ray-traced reflections, and photorealistic materials.Act as a conceptual fashion director. Generate an avant-garde text-to-image prompt for an editorial fashion shoot featuring liquid glass apparel, ethereal soft-box studio lighting, and high-fashion editorial composition.Act as a senior UI mockup artist. Formulate a clean, minimalist text-to-image prompt for a futuristic glassmorphic mobile banking application interface floating in a dark ambient workspace.Act as a sci-fi concept artist. Write an epic text-to-image prompt depicting an autonomous humanoid robotics lab in Shenzhen, featuring intricate mechanical sub-assemblies, dramatic industrial lighting, and cinematic depth of field.Text-to-Video Generation#
5 promptsCinematic video generation, product reveals, motion design, and high-fidelity physics simulations.
Act as a master cinematic director. Write a high-fidelity text-to-video prompt for a text-to-video model depicting a seamless drone shot soaring through a glowing fiber-optic neural network core with dynamic particle physics.Act as an expert commercial videographer. Create a precision text-to-video prompt for a sleek product reveal of a titanium smart device rotating slowly on a reflective obsidian surface under dramatic studio rim lighting.Act as a visual effects supervisor. Design a complex text-to-video generation prompt showing a futuristic metropolis transforming in real-time as autonomous drone swarms construct glass architectural structures.Act as an artistic motion designer. Draft a fluid, hypnotic text-to-video prompt featuring abstract liquid chrome waves merging and crystallizing into geometric typography against a dark minimalist background.Act as a documentary filmmaker. Write an atmospheric text-to-video prompt capturing misty morning light piercing through an advanced high-tech greenhouse managed by autonomous robotic arms.Keyword Research & Semantic Clustering#
5 promptsSemantic keyword clustering, search intent mapping, competitive intelligence, and cannibalization audits.
Act as an elite SEO data scientist. Conduct an exhaustive semantic keyword cluster analysis for the niche of 'edge AI middleware and neural network kernels,' grouping terms by search intent, volume potential, and difficulty.Act as a programmatic search strategist. Generate a high-intent keyword mapping framework optimized for Answer Engine Optimization (AEO) targeting high-net-worth tech founders and AI engineers.Act as an expert competitive intelligence analyst. Extract high-value long-tail keyword opportunities and question-based query variations for autonomous robotic software systems.Act as an organic growth lead. Build a comprehensive keyword cannibalization audit checklist and a strategic redirection taxonomy for a multi-domain digital publishing network.Act as a search intent specialist. Analyze user behavior patterns for technical developer tools and generate a prioritized matrix of transactional versus informational search queries.Article Writers & Long-Form Journalism#
5 promptsLong-form journalism, industry analysis, technical masterclasses, and thought-leadership op-eds.
Act as a Pulitzer-winning technology journalist. Write a comprehensive, deeply reported long-form article examining the shift from centralized cloud giants to decentralized edge-first intelligence architectures.Act as a principal industry analyst. Compose an authoritative, data-backed article evaluating the economic and architectural implications of autonomous agent middleware in enterprise robotics.Act as a seasoned technical writer. Craft a clear, step-by-step masterclass article explaining how to integrate local GGUF models into complex ComfyUI automation pipelines.Act as a thought-leading digital publisher. Write an engaging op-ed article exploring the evolution of minimalist glassmorphic web design systems in modern frontend engineering.Act as an expert software architecture chronicler. Author a detailed architectural review article breaking down the engineering challenges of real-time emotional cognition engines.Movie Scriptwriting & Scene Outlines#
5 promptsSci-fi screenplay formatting, scene-by-scene script outlines, dialogue polishing, and suspense sequences.
Act as a visionary sci-fi screenwriter in the style of Denis Villeneuve. Write a gripping 3-page opening sequence script for a feature film about an AI architect uncovering an anomalous transmission from an edge node in Shenzhen.Act as an expert script doctor. Format and polish [PASTE YOUR DRAMATIC DIALOGUE SCENE] between a CTO and an autonomous robotic entity, heightening subtext, pacing, and tension.Act as a master cinematic storyteller. Construct a detailed scene-by-scene script outline for a psychological thriller set inside a high-security server facility during a neural network synchronization event.Act as a professional screenplay writer. Write a tense action-suspense sequence featuring an engineer racing against time to patch a compromised kernel middleware before automated defense protocols trigger.Act as an indie film writer-director. Compose an atmospheric, visually driven short film script exploring human memory preservation through immersive generative audio-visual archives.Code Testing & QA Automation#
5 promptsUnit testing, integration test suites, security penetration fuzzing, and load testing configurations.
Act as a principal QA automation engineer. Write a complete suite of unit and integration tests using Jest and Supertest for a high-concurrency Node.js REST API endpoint, covering edge cases and race conditions.Act as an expert security penetration tester. Construct a comprehensive fuzzing and security test script in Python to evaluate a web application's resilience against injection attacks and rate-limiting bypasses.Act as a senior frontend test architect. Write robust end-to-end Cypress test specifications for a complex interactive multi-step web application form with real-time validation states.Act as a performance testing specialist. Write a k6 load testing script designed to simulate 10,000 concurrent virtual users hitting an edge-first AI inference server endpoint under stress.Act as a meticulous code auditor. Review [PASTE YOUR PYTHON TEST HARNESS], identify gaps in test coverage, and write rigorous property-based testing routines using Hypothesis.Find Cheap Flights & Travel Strategies#
5 promptsAirfare tracking algorithms, routing strategies, frequent flyer optimization, and programmatic price scraping.
Act as an expert travel data engineer. Provide a strategic algorithm and step-by-step framework for tracking, predicting, and booking optimal round-trip flight tickets between Tel Aviv and Amsterdam across seasonal pricing fluctuations.Act as a elite corporate travel coordinator. Analyze flight pricing models and outline advanced multi-city routing strategies, hidden-city ticketing caveats, and optimal booking windows for international business itineraries.Act as a frequent flyer optimization expert. Write a comprehensive guide on leveraging airline alliance sweet spots, credit card transfer multipliers, and fare-class alerts to secure the lowest possible ticket rates.Act as a programmatic travel hacker. Construct a Python script blueprint utilizing Skyscanner and Google Flights APIs to scrape real-time pricing data and alert users when airfare drops below historical median thresholds.Act as a luxury travel concierge. Detail an actionable tactical blueprint for securing business class upgrades and discounted long-haul fares for complex transcontinental routes.Songwriting & Electronic Music Lyrics#
5 promptsElectronic music lyric composition, atmospheric vocal cues, progressive house themes, and cinematic EDM structures.
Act as an elite electronic music lyricist and producer. Compose original lyrics and structural cue sheets for a melodic house anthem featuring ethereal themes of digital connection, nocturnal cityscapes, and neon light.Act as a master progressive house songwriter. Write deeply emotional, atmospheric lyrics with a hypnotic cadence, optimized for lush synth pads, driving basslines, and euphoric melodic drops.Act as a cinematic EDM composer. Craft epic, soaring lyrics and breakdown arrangements for a high-energy festival anthem exploring themes of transcendence, speed, and algorithmic awakening.Act as a deep house lyricist. Write moody, soulful, groove-oriented lyrics centered around late-night studio sessions, urban solitude, and analog warmth.Act as a professional commercial pop songwriter. Compose a catchy, structurally sound verse-chorus-bridge song about futuristic romance in an interconnected digital society.Suno Song Styles & Audio Generation#
5 promptsSuno v4 generation tags, analog synth styling, rhythmic grooves, and professional mixing prompts.
Act as a master Suno AI prompt architect. Write an optimal generation tag and style prompt for Suno: 'Melodic house, progressive house, deep house, lush analog synth pads, hypnotic warm bassline, driving four-on-the-floor rhythm, ethereal melancholic female vocals, cinematic atmosphere, pristine mixing, 124 BPM.'Act as an expert audio prompt engineer. Construct a precise Suno style prompt for cinematic EDM: 'Cinematic electronic dance music, epic brass swells, pulsing synth arpeggios, massive festival drop, emotional tension, soaring harmonic vocals, high dynamic range, 128 BPM.'Act as a sound design specialist. Formulate an advanced Suno prompt for deep house: 'Deep house, hypnotic rhythmic grooves, subtle vinyl crackle, warm sub-bass, atmospheric chord stabs, soulful rhythmic vocal chops, intimate club mix, 122 BPM.'Act as an electronic music producer. Write a targeted Suno style prompt for progressive trance: 'Progressive trance, intricate layering, ethereal emotional pads, soaring melodic synth leads, driving rhythmic pulse, pristine studio production, 132 BPM.'Act as an audio generation director. Create a bespoke Suno prompt for ambient synthwave: 'Ambient synthwave, retro-futuristic analog synthesizers, lush reverb, cinematic soundscapes, gentle rhythmic pulse, moody and atmospheric, 110 BPM.'Gemini Model Workflows & Automation#
5 promptsMulti-modal workflow pipelines, chain-of-thought code refactoring, function calling, and research synthesis.
Act as a lead AI systems architect. Design an advanced multi-modal Gemini workflow pipeline that ingests raw architectural design diagrams, extracts spatial token data, and automatically generates production-ready React Tailwind code.Act as an expert prompt engineer. Construct a systematic, chain-of-thought prompting framework optimized for Gemini to perform complex code refactoring across massive multi-file repositories.Act as a senior machine learning engineer. Build an end-to-end automated research synthesis workflow using Gemini function calling to query external databases, parse unstructured PDFs, and generate executive summaries.Act as an enterprise AI integrations lead. Outline a robust streaming API implementation pattern using the Gemini SDK for real-time natural language processing in customer-facing applications.Act as a digital product strategist. Formulate a comprehensive prompt workflow for Gemini to analyze competitive web properties and output structured feature comparison matrices in JSON.ChatGPT Optimization & Custom Instructions#
5 promptsSystem prompt architecture, XML tagging, constraint enforcement, few-shot optimization, and custom GPTs.
Act as a principal AI interaction designer. Create a master System Prompt template utilizing XML tagging, strict persona constraints, and output formatting rules to eliminate generic responses and enforce expert-level execution in ChatGPT.Act as an advanced prompt optimization engineer. Refactor [PASTE YOUR CONVERSATIONAL PROMPT] using few-shot learning examples, recursive logic checks, and boundary constraints to maximize accuracy in complex data analysis tasks.Act as an expert GPTs builder. Write a comprehensive set of custom instructions and Action schemas for a specialized coding assistant GPT tailored for full-stack Next.js and Python development.Act as a cognitive workflow designer. Construct a multi-step prompt chain for ChatGPT that guides users through software architecture design from initial requirements gathering to deployment spec sheets.Act as an AI response quality auditor. Develop a rigorous evaluation framework and test prompt suite to measure prompt drift and token efficiency across long-context ChatGPT conversations.Claude Code Integration & CLI Workflows#
5 promptsTerminal CLI integrations, shell configuration, agentic multi-file refactoring, and security guardrails.
Act as a senior terminal tools engineer. Write a complete configuration and workflow guide for integrating Claude Code CLI into a macOS zsh development environment with custom shell aliases and secure API credential management.Act as a principal software architect. Formulate optimal execution prompts and command sequences for Claude Code to perform safe, multi-file refactoring and automated test generation across a TypeScript Next.js repository.Act as an expert DevOps automation specialist. Design a streamlined workflow utilizing Claude Code CLI for automated bug diagnosis, git branch creation, commit message standardization, and pull request generation.Act as a full-stack engineering lead. Write a comprehensive developer playbook for leveraging Claude Code's agentic file editing capabilities while maintaining strict codebase architectural integrity.Act as a security-focused systems engineer. Establish best practices and permission guardrails for running Claude Code CLI on production-adjacent virtual instances and cloud server environments.Find Stocks & Financial Modeling#
5 promptsFundamental equity screening, DCF valuation modeling, insider buying filters, and growth investment theses.
Act as a senior quantitative equity analyst. Construct a comprehensive fundamental and technical screening framework using P/E ratios, discounted cash flow (DCF) modeling, and momentum indicators to identify high-growth artificial intelligence infrastructure stocks.Act as an expert venture capital portfolio manager. Evaluate the risk-reward profile, balance sheet strength, and competitive moats of mid-cap enterprise software companies poised for institutional capital inflows.Act as a financial data scientist. Write a Python script blueprint utilizing financial market APIs to screen for undervalued stocks exhibiting strong insider buying and expanding operating margins.Act as a macroeconomic strategist. Analyze current semiconductor supply chain dynamics and identify top-tier publicly traded semiconductor equipment manufacturers with exceptional pricing power.Act as an expert growth investor. Formulate a rigorous investment thesis template focusing on SaaS companies transitioning to profitable unit economics and expanding enterprise net retention rates.Market Research & Competitive Intelligence#
5 promptsTAM/SAM/SOM market sizing, competitor feature matrices, consumer surveys, and industry forecasting.
Act as a principal market research director. Execute a comprehensive total addressable market (TAM), serviceable addressable market (SAM), and serviceable obtainable market (SOM) analysis for edge-first emotional cognition middleware in humanoid robotics.Act as an expert competitive intelligence lead. Construct a detailed feature-by-feature competitor matrix comparing top generative AI platforms, identifying unaddressed market gaps and underserved user personas.Act as a consumer behavior analyst. Outline a qualitative and quantitative research methodology for surveying enterprise CTOs regarding their cloud migration bottlenecks and edge computing requirements.Act as a strategic industry forecaster. Produce an in-depth market trends report examining the commercial trajectory of autonomous vehicle human-machine interfaces over the next five years.Act as a venture research partner. Analyze emerging venture capital funding patterns across deep tech sectors, highlighting valuation multiples, investor sentiment shifts, and syndication trends.Go-to-Market Strategy & SaaS Launch#
5 promptsProduct-led growth (PLG) playbooks, ICP definitions, enterprise sales enablement, and multi-channel funnels.
Act as a chief marketing officer. Design a comprehensive go-to-market (GTM) strategy and product-led growth (PLG) launch playbook for an edge-first AI developer middleware targeting global enterprise engineering teams.Act as an expert B2B SaaS growth strategist. Formulate a multi-channel customer acquisition plan combining developer-first open-source adoption, targeted LinkedIn thought leadership, and strategic venture partnerships.Act as a VP of Sales. Construct an enterprise sales enablement framework, including ideal customer profile (ICP) definitions, objection handling playbooks, and tiered pricing package structures.Act as a digital product launch director. Outline a 90-day pre-launch, launch, and post-launch roadmap for introducing a new generative video production platform to the digital creator economy.Act as a growth marketing lead. Develop a high-conversion inbound funnel architecture, detailing lead magnet creation, email sequence automation, and conversion rate optimization (CRO) touchpoints.Poster Generation & Graphic Design#
5 promptsMinimalist tech conference posters, electronic music festival visuals, brutalist typography, and editorial layouts.
Act as a master graphic design director. Create an ultra-detailed text-to-image prompt for a high-end minimalist tech conference poster featuring bold brutalist typography, geometric glassmorphic shapes, and a sophisticated monochromatic color palette.Act as an expert visual artist. Write a precise generative art prompt for an electronic music festival promotional poster, incorporating psychedelic vector gradients, futuristic synthwave aesthetics, and striking high-contrast composition.Act as a senior brand designer. Formulate a professional poster generation prompt for an artificial intelligence research symposium, detailing clean grid alignment, editorial typography hierarchies, and subtle neon accent lines.Act as a conceptual design lead. Generate a striking editorial poster prompt for an architectural design exhibition, featuring stark brutalist concrete textures, dramatic architectural shadows, and elegant serif typography.Act as a creative advertising director. Draft a compelling promotional poster prompt for a luxury product launch, emphasizing sleek product silhouettes, reflective metallic finishes, and minimalist studio lighting.Facebook Posts & Social Media Copy#
5 promptsHigh-conversion hooks, community discussion questions, customer success stories, and educational tips.
Act as a master social media copywriter. Write an engaging, high-conversion Facebook post announcing a new product release, structured with a powerful hook, scannable bullet points, and a clear call-to-action link.Act as an expert community growth manager. Craft a thought-provoking Facebook community discussion post asking tech founders about their biggest challenges in scaling AI infrastructure, optimized for organic comments.Act as a professional digital marketer. Write a compelling, story-driven Facebook post highlighting a customer success win, emphasizing transformation, emotional resonance, and social proof.Act as a brand engagement specialist. Formulate a short, punchy Facebook post promoting a new blog article on web design trends, utilizing engaging emojis and an inviting conversational tone.Act as an inbound lead generation expert. Draft a high-value educational Facebook post breaking down 3 actionable tips for optimizing Claude Code workflows, designed for maximum shares and saves.LinkedIn Posts & Executive Thought Leadership#
5 promptsExecutive thought leadership, engineering post-mortems, founder updates, and carousel design breakdowns.
Act as a top-tier executive thought leader on LinkedIn. Write a high-performing post analyzing the strategic shift from cloud-heavy LLMs to edge-first AI intelligence kernels, formatted with short paragraphs and strong hook mechanics.Act as a principal engineering manager. Craft a viral LinkedIn post sharing hard-earned lessons from refactoring a massive TypeScript Next.js codebase, emphasizing practical developer takeaways and architectural insights.Act as a venture-backed startup founder. Write an engaging, authentic LinkedIn update celebrating a company milestone, reflecting on team resilience, strategic pivots, and the future of autonomous robotics.Act as a UX design director. Compose a compelling LinkedIn carousel-style text post breaking down the core principles of minimalist glassmorphic interface design and tokenized design systems.Act as a digital publishing strategist. Draft a high-engagement LinkedIn post announcing a new AEO (Answer Engine Optimization) research guide, designed to drive newsletter signups and direct professional networking.Job Descriptions & Technical Recruiting#
5 promptsTechnical role requirements, UI/UX architect specifications, mission-driven startup descriptions, and DevOps roles.
Act as a principal technical recruiter. Write a comprehensive, compelling job description for a Senior Full-Stack AI Engineer role at an edge computing startup, detailing tech stack requirements, core responsibilities, and equity compensation ranges.Act as an engineering director. Draft an elite job description for a Lead UI/UX Architect specializing in design systems, minimalist interfaces, and React frontend engineering.Act as a startup co-founder. Formulate an inspiring, mission-driven job description for a Chief Robotics Software Architect leading Relational Intelligence Engine kernel development.Act as a VP of Product. Write a clear, structured job description for a Digital Product Strategist to oversee affiliate web properties, content publishing pipelines, and AEO optimization.Act as a technical talent acquisition lead. Compose a detailed job description for a Senior DevOps & Cloud Run Infrastructure Engineer, outlining Docker, GCP, and Kubernetes requirements.Marketing Plans & Growth Strategies#
5 prompts12-month marketing roadmaps, organic search dominance, account-based marketing (ABM), and product launch plans.
Act as a chief marketing officer. Outline a comprehensive 12-month strategic marketing plan for an enterprise AI middleware company, covering positioning, target audience segments, channel budgeting, and quarterly KPIs.Act as an expert growth marketer. Build a multi-channel digital marketing plan focusing on organic search dominance, Answer Engine Optimization (AEO), and high-value programmatic content publishing.Act as a B2B SaaS marketing director. Formulate a detailed account-based marketing (ABM) plan targeting tier-1 robotics and autonomous vehicle manufacturers.Act as a digital product marketer. Write an exhaustive product launch marketing plan, including competitive differentiation messaging, beta tester acquisition, and PR outreach sequences.Act as an e-commerce growth strategist. Construct a performance marketing and content syndication plan designed to scale organic traffic and affiliate revenue across digital properties.App Building & Technical Specifications#
5 promptsTechnical specifications, database schemas, frontend architecture, and MVP sprint planning.
Act as a principal mobile and web app architect. Outline the complete technical specification, database schema, and frontend component architecture for building a real-time AI design token studio web application.Act as a senior full-stack engineer. Write a comprehensive boilerplate setup guide and core routing structure in Next.js and TypeScript for a custom life-size standup cutout visualizer web app.Act as an expert frontend engineer. Provide the complete code implementation for a reactive glassmorphic event printing studio dashboard featuring dynamic canvas rendering and Tailwind styling.Act as a systems integration lead. Design a robust API architecture and serverless backend worker pattern in Python and Google Cloud Run for processing high-volume text-to-image generation requests.Act as a product engineering manager. Formulate a rapid MVP development sprint plan, user story backlog, and deployment pipeline configuration for launching an interactive developer utility app.Automated SEO Site Auditing#
5 promptsAutomated SEO crawling, heading hierarchy audits, broken link detection, and schema markup validation.
Act as an expert SEO technical auditor. Write a Python script using Beautiful Soup and Requests to crawl a website, extract all H1-H3 heading hierarchies, check meta descriptions, and flag missing alt tags.Act as a principal search engine architect. Formulate a comprehensive programmatic audit checklist for evaluating core web vitals, server response latency, and mobile responsiveness across large publishing networks.Act as an advanced technical SEO strategist. Write an automated audit script to detect broken internal links, redirect chains, and orphaned pages within a Next.js static site generation (SSG) deployment.Act as an enterprise SEO specialist. Construct an automated schema markup validator script that checks JSON-LD structured data for article, product, and organization entities across all site URLs.Act as a site performance engineer. Design an automated monitoring pipeline script that tracks page load bottlenecks, unoptimized image assets, and CSS stylesheet bloat.Smart Contract Security Reviews#
5 promptsSolidity vulnerability detection, Slither/Mythril configuration, gas optimization, and time-lock audits.
Act as a lead smart contract security auditor. Perform a rigorous vulnerability analysis on [PASTE YOUR SOLIDITY SMART CONTRACT], checking for reentrancy attacks, integer overflows, and unauthorized access vectors.Act as an expert blockchain security engineer. Write a comprehensive Slither and Mythril static analysis script configuration for automated smart contract security auditing in CI/CD pipelines.Act as a principal DeFi protocol architect. Review [PASTE YOUR TOKEN VESTING SMART CONTRACT], identifying gas optimization opportunities and logical edge cases in time-lock mechanisms.Act as a Web3 security researcher. Formulate a detailed threat model and fuzzing test suite using Foundry/Echidna for an algorithmic stablecoin and liquidity staking contract.Act as an expert smart contract auditor. Provide secure, gas-optimized code patches for permission control vulnerabilities and access control flaws in a multi-signature wallet implementation.Multilingual Localization & Translation#
5 promptsHebrew and Spanish cultural adaptation, i18n JSON pipeline architecture, and hreflang tagging strategies.
Act as a master localization director. Translate and culturally adapt [PASTE YOUR EXECUTIVE MARKETING COPY] into fluent, idiomatically natural Hebrew, maintaining the authoritative, professional brand tone.Act as an expert internationalization (i18n) software engineer. Design a robust JSON-based localization asset management and translation pipeline architecture for a multi-language Next.js web application.Act as a senior technical translator. Translate complex AI engineering documentation into precise, professional Spanish, ensuring accurate terminology for edge computing and neural networks.Act as a global content strategist. Formulate a multilingual SEO and hreflang tagging strategy for scaling digital properties across European and Middle Eastern target markets.Act as a professional linguistic quality reviewer. Review [PASTE YOUR AUTOMATED TRANSLATION OUTPUT], correct syntactic nuances, and refine industry-specific terminology for technical software tutorials.E-commerce Product Descriptions#
5 promptsConversion-focused copywriting, e-commerce SEO descriptions, luxury retail copy, and Amazon FBA listings.
Act as an elite conversion copywriter. Write a compelling, high-converting e-commerce product description for a premium ergonomic vacuum cleaner, emphasizing sensory details, superior suction power, and minimalist aesthetic design.Act as an expert e-commerce SEO specialist. Craft an SEO-optimized product page description for a high-end specialty consumer appliance, incorporating semantic feature keywords and a clear benefits-driven narrative.Act as a luxury retail copywriter. Write an exquisite, sophisticated product description for an exclusive designer fashion item, highlighting fine materials, bespoke craftsmanship, and timeless elegance.Act as a digital merchandising director. Formulate a structured product description template featuring bulleted spec breakdowns, care instructions, and warranty guarantees for high-ticket consumer electronics.Act as an Amazon FBA listing optimization expert. Write a high-ranking e-commerce product listing copy set, including optimized backend search terms, compelling bullet points, and A+ content section outlines.Venture Capital Pitch Deck Architecture#
5 promptsSeed round narrative arcs, Problem-Solution scripts, TAM/SAM/SOM financial models, and defensibility slides.
Act as a top-tier venture capital partner. Outline the exact slide-by-slide narrative arc, financial projection requirements, and visual storytelling structure for a $2.5M seed round pitch deck for an edge AI startup.Act as an expert startup pitch coach. Write a compelling executive summary and Problem-Solution slide script for an investor presentation targeting deep tech and robotics venture funds.Act as a principal financial modeller. Construct a detailed unit economics, market sizing (TAM/SAM/SOM), and 5-year financial forecast slide structure for an enterprise software pitch deck.Act as a tech startup founder. Formulate a high-impact 'Competition and Defensibility' slide narrative that clearly articulates proprietary technology moats and intellectual property advantages.Act as an angel investor syndicate lead. Review [PASTE YOUR PITCH DECK OUTLINE] and provide critical feedback on valuation positioning, team credibility slides, and the 'Ask' structure.Programmatic Video Editing Pipelines#
5 promptsFFmpeg batch processing, scene change detection, cloud video transcoding, and automated watermarking.
Act as a master video processing engineer. Write an advanced, production-ready FFmpeg command script to batch process raw video footage, normalize audio levels, apply cinematic color grading LUTs, and export optimized MP4 files.Act as an automated media pipeline architect. Design a Python script utilizing FFmpeg and OpenCV to automatically detect scene changes, extract high-res thumbnail frames, and generate preview GIFs.Act as a senior video workflow automation lead. Construct a serverless cloud video transcoding and watermarking pipeline script running on Google Cloud Run with automated error recovery.Act as an expert motion graphics developer. Write a Node.js script using Remotion or FFmpeg bindings to programmatically overlay dynamic text captions and branding watermarks onto video clips.Act as a media asset management specialist. Formulate a structured metadata extraction and tagging script for indexing large repositories of generative video generation outputs.UX User Persona Modeling#
5 promptsAI engineer personas, high-net-worth wealth managers, fashion stylists, and enterprise CTO behavioral studies.
Act as a principal UX researcher. Construct a detailed, empathetic user persona profile for a professional AI engineer and ComfyUI power user, detailing daily workflows, core frustrations, and software tool preferences.Act as an expert product strategist. Develop a comprehensive target persona matrix for high-net-worth family office wealth managers inquiring about luxury Manhattan residential real estate developments.Act as a senior interaction designer. Write an exhaustive behavioral persona study for a fashion stylist and digital creator utilizing custom editorial web portfolios and visual design systems.Act as a user experience lead. Formulate a detailed enterprise CTO persona document focusing on decision-making criteria for adopting edge-first AI middleware and robotics kernel software.Act as a digital consumer researcher. Construct a behavioral persona archetype for high-intent online shoppers researching premium home appliance consensus reviews and product specifications.Automated Competitor Backlink Analysis#
5 promptsBacklink profile crawling, authority gap analysis, anchor text tracking, and toxic link detection.
Act as an elite SEO intelligence analyst. Write a Python script using SEO API data to crawl competitor backlink profiles, identify high-authority referring domains, and flag toxic link sources.Act as a principal organic growth strategist. Formulate an automated competitor backlink gap analysis framework to uncover unexploited link-building opportunities in the tech publishing niche.Act as an advanced search engine optimization specialist. Construct a script that tracks competitor anchor text distributions, domain rating changes, and newly acquired media mentions in real-time.Act as a digital PR and outreach lead. Design an automated workflow for extracting competitor guest posting partners and resource page link targets for targeted digital outreach.Act as an algorithmic search analyst. Analyze backlink velocity patterns and authority score correlations for top-ranking Answer Engine Optimization (AEO) domains.Local ComfyUI Workflow Design#
5 promptsFlux graph blueprints, ControlNet integration, custom node Python scripts, and VRAM memory optimization.
Act as a master ComfyUI workflow engineer. Write a complete step-by-step blueprint for building a local image generation graph featuring Flux models, ControlNet integration, upscale latent tiling, and custom node chaining.Act as an expert generative AI pipeline architect. Design an advanced ComfyUI workflow configuration optimized for multi-GPU video generation, integrating animatediff and RIFE frame interpolation nodes.Act as a senior node-based programmer. Construct a custom ComfyUI custom node script in Python that processes custom JSON text tokens and injects dynamic prompt modifiers into generative pipelines.Act as an image synthesis optimization specialist. Formulate a troubleshooting guide and memory-saving configuration playbook for running heavy checkpoint models locally in ComfyUI without VRAM overflow.Act as a creative automation workflow lead. Outline a fully automated ComfyUI API execution script in Python for batch generating localized graphic design assets and website mockups.Automated Financial Modeling & Forecasting#
5 promptsAutomated 3-statement financial models, DCF equity valuations, SaaS metrics forecasting, and Monte Carlo simulations.
Act as a principal financial engineer. Write an advanced Python script utilizing Pandas and NumPy to construct an automated 3-statement financial model (Income Statement, Balance Sheet, Cash Flow) with dynamic scenario analysis.Act as a senior quantitative analyst. Build an automated discounted cash flow (DCF) valuation model in Python that pulls live financial data from APIs and calculates intrinsic share values.Act as an expert startup CFO. Construct a comprehensive SaaS metrics financial forecasting model template tracking MRR growth, churn rates, Customer Acquisition Cost (CAC), and Lifetime Value (LTV).Act as a corporate risk management specialist. Write a Monte Carlo simulation script in Python to model revenue uncertainty, market volatility risks, and cash runway probabilities for business ventures.Act as an investment portfolio manager. Formulate an automated financial portfolio optimization script utilizing Modern Portfolio Theory (MPT) to maximize risk-adjusted returns.How to adapt any prompt#
Our reading of the three providers' documentation, in the order we would apply it:
- State the task and the output you want. Anthropic says Claude "responds well to clear, explicit instructions" and recommends being specific about format and constraints. Google recommends clear and specific instructions and stating constraints.
- Give a role and context. Anthropic recommends setting a role in the system prompt and explaining why you want the result. OpenAI describes developer instructions that set identity, instructions, examples and context.
- Add a few varied examples. Anthropic suggests 3 to 5, OpenAI recommends a diverse range of inputs and outputs, and Google warns that too many examples can cause the model to overfit to them.
- Specify the response format. Google and Anthropic both advise stating the format you need.
- Test and iterate. Google says prompt design can need a few iterations, and OpenAI recommends building tests that measure prompt behaviour as you change prompts or upgrade models.
Why these are starting points, not recipes#
A prompt is a draft instruction, not a guaranteed recipe. None of the prompting guides we read promises that a prompt will work or names a single best wording. OpenAI says that because model output is non-deterministic, prompting is "a mix of art and science", and that even different snapshots of the same model family can behave differently. Anthropic says to treat model-specific techniques as measured on that model and to re-check them against your own tests.
So the prompts on this page are starting points. They apply the structure the providers recommend, which is a clear task, a role, context, constraints and an output format. We have not measured which wording performs best, and the right wording depends on the model you use and your data.
At a Glance#
Facts are as printed on provider pages read on 2026-10-21. The prompts themselves are our own and untested.
| Question | What the documentation says | What it means here |
|---|---|---|
| Is there one best prompt? | None of the three guides names one | Treat every prompt as a draft |
| Is output predictable? | OpenAI: output is non-deterministic and can differ across snapshots | Test on your own inputs |
| How many examples? | Anthropic: 3 to 5; Google: avoid too many; OpenAI: diverse | Start with a few and vary them |
| Who checks the result? | Nobody but you | Verify facts, run code, check numbers |
Sources & Further Reading#
Every source below was fetched on 2026-10-21.
| Claim | Source | Section or date |
|---|---|---|
| Clear and explicit instructions; role; context; 3 to 5 examples; re-check model-specific techniques against your own tests | Prompting best practices (Anthropic) | General principles; Use examples effectively; Give Claude a role; undated |
| Non-deterministic output; snapshots can differ; message roles; few-shot with diverse inputs; build tests and evaluation suites | Prompt engineering (OpenAI) | Prompt engineering; Message roles and instruction following; Few-shot learning; undated |
| Clear and specific instructions; constraints; few-shot examples and overfitting; response format; iteration | Prompting strategies (Google Gemini API) | Clear and specific instructions; Zero-shot vs few-shot prompts; Prompt iteration strategies; last updated 2026-10-13 |
Direct answer
What are the best AI prompts for common tasks?
No prompt is established as the best for any task. These 36 are untested starting points that follow the structure Anthropic, OpenAI and Google document: clear instructions, a role, context, constraints and examples. Adapt each, test the output and verify facts before relying on it.
How we sourced this
Model names, features and limits change often. The prompts below are our own untested starting points, not benchmarked results, and we did not measure which wording performs best. Facts about prompting come from the providers documentation pages read on the date shown.
How we weigh evidence, and what terms like AGI and ASI mean on this site, is explained in our methodology.
Frequently asked questions
What are the best AI prompts for common tasks?
No prompt is established as the best for any task. These 36 are untested starting points that follow the structure Anthropic, OpenAI and Google document: clear instructions, a role, context, constraints and examples. Adapt each, test the output and verify facts before relying on it.
How do I write a good AI prompt?
Be clear and specific about the task, output format and constraints, give the model a role and relevant context, and include a few varied examples. Anthropic, OpenAI and Google all document these steps, and all describe prompting as something to test and iterate for your own model and use case.
Can I trust AI output from a prompt without checking?
No. OpenAI notes that model output is non-deterministic and can differ between model snapshots, and Google says prompts often need a few iterations. Check facts, run and test code, and verify figures before relying on any output, especially for money, security, legal or health decisions.
