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AI Prompt Library

250 free prompts you can copy and paste into any AI tool. Grouped by what you are trying to do.

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✍️Writing 18

Drafting, rewriting, and editing text

AI Prompt for Long-Form Content Outliner

writingChatGPT / ClaudeAdvanced
Create a detailed outline for a [CONTENT TYPE: whitepaper / ebook / ultimate guide] about [TOPIC]. Target length: [3,000-10,000 words] Target audience: [DESCRIBE] Primary goal: [educate / convince / convert] Target keyword: [KEYWORD] Outline requirements: 1. Working title (3 options with different angles) 2. Executive summary / introduction outline 3. 6-10 major sections, each with: - Section title (H2) - 3-5 subsections (H3) - Key points to cover in each - Data, examples, or case studies to include 4. Conclusion with clear CTA 5. Estimated word count per section

AI Prompt for Professional Bio Writer

writingAny AIBeginner
Write professional bios in 3 lengths for [PERSON NAME]. Role: [CURRENT TITLE AND COMPANY] Key achievements: [LIST 3-5] Expertise areas: [LIST] Education: [DEGREES/CERTIFICATIONS] Personal touch: [HOBBY, INTEREST, OR FUN FACT] Bio 1: Twitter/short bio (160 characters) - punchy, personality-forward Bio 2: LinkedIn/conference bio (100 words) - professional, achievement-focused Bio 3: Website/speaker bio (250 words) - storytelling arc, credibility + relatability Tone: [formal / conversational / creative] Perspective: [first person / third person] Avoid buzzwords like passionate, guru, ninja, rockstar.

AI Prompt for Technical Blog Post Writer

writingAny AIIntermediate
Write a technical blog post about [TOPIC] for [TARGET AUDIENCE: developers / marketers / data scientists]. Target keyword: [KEYWORD] Word count: [1,500-2,500 words] Technical depth: [beginner-friendly / intermediate / expert] Structure: 1. Hook: start with a problem or surprising statistic 2. Context: why this matters now 3. Core content: explain the concept with code examples or step-by-step instructions 4. Practical example: a real-world use case the reader can replicate 5. Common pitfalls: 3-5 mistakes to avoid 6. Conclusion: key takeaways and next steps Use short paragraphs (3-4 sentences max). Add H2/H3 subheadings every 200-300 words.

Blog Post Outline Generator

writingAny AIBeginner
Create a detailed outline for a blog post about [TOPIC]. Include an engaging title, H2 and H3 headings, key points under each section, a compelling introduction hook, and a conclusion with a call to action. Target audience: [AUDIENCE]. Tone: [TONE].

Case Study Template

writingClaude / ChatGPTIntermediate
Write a customer case study for [COMPANY] about [CLIENT NAME/TYPE]. Results achieved: [KEY METRICS]. Write in this structure: 1) Title: "[Metric], How [Client] Achieved [Result] with [Product]", 2) Executive summary (3 sentences), 3) Challenge section (specific pain points), 4) Solution section (how they implemented your product), 5) Results section (metrics with before/after), 6) Quote from client (draft a realistic-sounding one), 7) Key takeaways (3 bullets). 800-1000 words total.

Case Study Writer

writingAny AIIntermediate
Write a compelling case study about [COMPANY/PROJECT]. Structure: challenge faced, solution implemented using [TOOL/METHOD], measurable results (use specific numbers), key takeaways, and a quote from a stakeholder. Tone: professional but engaging. Length: 800-1000 words.

Email Newsletter Writer

writingChatGPT / ClaudeBeginner
Write a weekly email newsletter about [TOPIC] for [AUDIENCE]. Include: a catchy subject line (under 50 chars), a personal opening paragraph, 3 key insights or tips with brief explanations, one curated resource recommendation, and a clear CTA. Keep total length under 400 words. Tone: conversational and valuable.

Executive Summary Compressor

writingClaude / ChatGPTIntermediate
Compress this document into an executive summary for [AUDIENCE: board/client/exec team]: [PASTE DOCUMENT]. Produce: 1) a one-sentence bottom line, 2) three bullets covering the decision, the evidence, and the risk, 3) the single number that matters most and why, 4) what you need from the reader. Hard limit 200 words. Do not introduce any claim that is not in the source.

Ghostwriter Voice Match

writingClaudeAdvanced
Here are three samples of my writing: [PASTE SAMPLES]. First, analyse my voice across sentence length, vocabulary level, use of contractions, humour, hedging, and paragraph rhythm, and summarise it as a style guide. Then write [DELIVERABLE] about [TOPIC] in that voice. Flag any place you had to guess because the samples did not cover it.

LinkedIn Article Writer

writingClaudeIntermediate
Write a LinkedIn article about [TOPIC] targeting [AUDIENCE: founders/marketers/engineers/executives]. Length: 800-1200 words. Structure: 1) Attention-grabbing opening line (no "In today's world"), 2) Personal anecdote or data point, 3) 3-5 actionable insights with subheadings, 4) Real examples or mini case studies, 5) Contrarian or nuanced take that sparks discussion, 6) Strong closing with a question to drive comments. Avoid corporate jargon, buzzwords, and AI-sounding phrases. Make it sound like a real person wrote it.

LinkedIn Post Generator

writingAny AIBeginner
Write a LinkedIn post about [TOPIC] that uses the hook-story-lesson format. Start with a bold opening line that stops the scroll. Tell a brief personal or professional anecdote. End with an actionable takeaway and a question to drive engagement. Keep it under 200 words. No hashtags in the body.

Newsletter Welcome Sequence

writingAny AIIntermediate
Create a 5-email welcome sequence for new subscribers to [BRAND/NEWSLETTER]. Email 1: warm welcome + what to expect. Email 2: best content/resource. Email 3: personal story + value proposition. Email 4: social proof + testimonial. Email 5: soft CTA. Include subject lines with estimated open rates for each.

Plain English Rewriter

writingAny AIBeginner
Rewrite the following text in plain English for a [AUDIENCE] reader: [PASTE TEXT]. Rules: replace jargon with everyday words, cut sentences over 25 words, use active voice, and keep every fact and number exactly as written. Return: 1) the rewritten version, 2) a short list of the jargon you replaced and what you replaced it with, 3) the reading level before and after.

Press Release Draft

writingAny AIAdvanced
Draft a press release announcing [NEWS/LAUNCH]. Follow AP style. Include: headline (under 10 words), dateline, lead paragraph (who/what/when/where/why), 2-3 body paragraphs with quotes from [SPOKESPERSON], boilerplate about [COMPANY], and media contact info placeholder. Target audience: [INDUSTRY] journalists.

Product Description Creator

writingAny AIBeginner
Write a compelling product description for [PRODUCT NAME]. Details: [KEY FEATURES]. Target customer: [AUDIENCE]. Include: a benefit-driven headline, 3-4 short paragraphs covering pain points solved, key features as benefits, social proof elements, and a clear CTA. Optimize for SEO with natural keyword placement. Tone: [TONE].

Social Media Thread Writer

writingChatGPT / ClaudeIntermediate
Create a viral Twitter/X thread (10 tweets) about [TOPIC]. Requirements: Tweet 1 = strong hook with a bold claim or question. Tweets 2-9 = one actionable insight each with specific examples. Tweet 10 = summary + CTA to follow. Use short sentences. Add a relevant emoji per tweet. No hashtags in the thread body.

Structured Case Study Writer

writingAny AIIntermediate
Write a customer case study from these notes: [PASTE NOTES]. Structure: 1) Customer snapshot (industry, size, role of the person quoted), 2) The problem before, with a concrete cost, 3) Why they chose us over alternatives, 4) Implementation in three steps, 5) Results with specific metrics, 6) One direct quote. Mark any figure I still need to confirm with [VERIFY] rather than estimating it.

Technical Documentation Writer

writingClaudeAdvanced
Write technical documentation for [FEATURE/API/TOOL]. Audience: [DEVELOPERS/END USERS/ADMINS]. Include: 1) Overview (what it does, why it matters), 2) Prerequisites, 3) Quick start guide (get running in under 5 minutes), 4) Detailed configuration options in a table, 5) Code examples in [LANGUAGE], 6) Troubleshooting (5 common issues and fixes), 7) FAQ (5 questions), 8) Changelog/version notes. Use clear headings, code blocks, and callout boxes for warnings/tips.

✍️Creative 20

Ideas, scripts, and story structure

AI Image Prompt Generator for DALL-E and Midjourney

creativeAny AIBeginner
Generate 5 detailed AI image generation prompts for [SUBJECT/CONCEPT]. Intended use: [social media / blog header / product mockup / art print / presentation] Style preference: [photorealistic / illustration / watercolor / 3D render / flat design] Mood: [DESCRIBE] For each prompt: - The full prompt text optimized for [DALL-E / Midjourney / Stable Diffusion] - Suggested aspect ratio - Key style modifiers (lighting, camera angle, color palette) - What to include in negative prompts (what to avoid) Make each prompt progressively more detailed and specific.

AI Prompt for Brand Storytelling Framework

creativeAny AIIntermediate
Develop a brand storytelling framework for [BRAND NAME]. Brand info: - What you do: [DESCRIPTION] - Who you serve: [TARGET AUDIENCE] - Core values: [LIST 3-5 VALUES] - Origin story: [BRIEF FOUNDING STORY] Create: 1. Brand narrative arc (the hero journey applied to your customer) 2. 3 signature stories: origin story, customer transformation story, mission story 3. Storytelling guidelines: tone, vocabulary, themes to reinforce 4. Content pillars that align with your story (3-5 recurring themes) 5. Story templates for: social media, email, about page, sales conversations

AI Prompt for Dialogue Writing Coach

creativeAny AIIntermediate
Rewrite the following dialogue to make it more natural and revealing of character. Original dialogue: [PASTE DIALOGUE] Character A personality: [DESCRIBE] Character B personality: [DESCRIBE] Scene context: [WHAT IS HAPPENING] Subtext: [WHAT IS LEFT UNSAID] Provide: 1. Rewritten dialogue with distinct voices for each character 2. Notes on what makes each line work (subtext, rhythm, character revelation) 3. Stage directions / beats between lines (pauses, gestures, actions) 4. An alternative version with higher conflict/tension

AI Prompt for Podcast Episode Concept Generator

creativeAny AIIntermediate
Generate 10 podcast episode concepts for a show about [TOPIC/NICHE]. Show format: [solo / interview / co-hosted / narrative] Target listener: [DESCRIBE IDEAL LISTENER] Episode length: [X minutes] For each episode concept: 1. Episode title (catchy, searchable) 2. One-line hook (why someone would click play) 3. 5-point outline of key talking points 4. Suggested guest type (if interview format) 5. Listener takeaway (what they will learn or be able to do) 6. Conversation starter question for social media promotion Mix of evergreen topics and timely/trending angles.

AI Prompt for Short Story Writing Workshop

creativeChatGPT / ClaudeAdvanced
Guide me through writing a short story (1,500-3,000 words). Genre: [GENRE: literary fiction / sci-fi / thriller / romance / horror] Theme: [THEME OR CENTRAL IDEA] Setting: [TIME AND PLACE] Step 1: Generate 3 character profiles (protagonist, antagonist/obstacle, supporting) with motivations, flaws, and voice. Step 2: Outline the plot using: hook, rising tension, turning point, climax, resolution. Step 3: Write the opening paragraph (250 words) in two different styles. Step 4: Identify the emotional core and suggest a closing line that echoes it. Wait for my feedback at each step before proceeding.

AI Prompt for Social Media Caption Generator

creativeAny AIBeginner
Write 10 social media captions for [BRAND/PRODUCT] about [TOPIC/CAMPAIGN]. Platform: [Instagram / Twitter / LinkedIn / TikTok] Tone: [playful / professional / inspirational / edgy] Target audience: [DESCRIBE] For each caption: - The caption text (appropriate length for the platform) - 5-10 relevant hashtags - A call-to-action - Emoji usage matching the brand tone Mix of formats: 3 question-based, 3 story/hook-based, 2 educational, 2 promotional. None should feel like ads.

AI Prompt for Worldbuilding Framework

creativeClaudeAdvanced
Help me build a consistent fictional world for a [GENRE] story. Core premise: [1-2 SENTENCE CONCEPT] Develop these worldbuilding pillars: 1. Geography and environment: key locations, climate, natural resources 2. Social structure: governance, class system, power dynamics 3. Technology/Magic level: what is possible, what is rare, what is forbidden 4. Economy: what is traded, what is valuable, who controls wealth 5. Culture: customs, language quirks, food, art, religion 6. History: 3-5 pivotal events that shaped the current world 7. Conflict sources: what tensions exist between groups For each pillar, create details that produce story opportunities.

Brand Naming Workshop

creativeClaude / ChatGPTBeginner
Generate 20 brand name ideas for a [INDUSTRY] company that [WHAT IT DOES]. Target audience: [AUDIENCE]. Brand personality: [ADJECTIVES]. Requirements: 1) 5 descriptive names (clearly state what we do), 2) 5 abstract/invented names (unique, memorable), 3) 5 metaphor names (evocative imagery), 4) 5 compound/portmanteau names. For each: check if .com is likely available (no common English word = higher chance), rate memorability 1-5, note any negative associations in other languages.

Brand Tagline Generator

creativeAny AIBeginner
Generate 15 tagline options for [BRAND/PRODUCT]. Requirements: under 7 words each, memorable and easy to say aloud. Create 5 in each style: benefit-driven (what the customer gets), emotion-driven (how it makes them feel), and differentiation-driven (what makes it unique vs competitors). For each tagline, add a 1-sentence explanation of why it works. Target audience: [AUDIENCE].

Brand Voice Guide

creativeAny AIIntermediate
Create a brand voice guide for [BRAND/COMPANY]. Define: brand personality (3 adjectives with explanations), tone spectrum (formal to casual, where does this brand sit?), vocabulary preferences (words to use vs. avoid), sentence structure guidelines, emoji/punctuation rules, examples of on-brand vs. off-brand copy for 5 contexts (social post, error message, email subject, CTA button, customer reply).

Character Development Workshop

creativeClaude / ChatGPTIntermediate
Create a detailed character profile for a [GENRE] story. Include: Name, age, appearance (3 distinctive features), Background (childhood, key life events), Personality (Myers-Briggs type, 3 strengths, 3 flaws), Motivation (what they want + what they need), Voice (speech patterns, favorite phrases, vocabulary level), Relationships (3 key people), Arc (how they change through the story), Secret (something they hide).

Content Repurposing Plan

creativeAny AIBeginner
Take this piece of content and create a repurposing plan to maximize distribution: [PASTE CONTENT OR DESCRIBE IT] Generate: 5 Twitter/X posts (each with a different angle), 2 LinkedIn posts (one insight, one story), 1 email newsletter segment (3 paragraphs), 3 Instagram carousel slide concepts, 1 short-form video script (60 seconds), 1 blog post expansion outline, and 1 infographic concept with 5 data points.

Midjourney Prompt Crafter

creativeMidjourneyIntermediate
I want to create an image of [DESCRIBE WHAT YOU WANT]. Help me craft 5 Midjourney prompts, each with a different style: 1) Photorealistic, 2) Digital illustration, 3) Oil painting style, 4) Minimalist/modern, 5) Cinematic/dramatic. For each prompt include: subject, composition, lighting, color palette, camera angle, and style modifiers. Add technical parameters (--ar, --v, --stylize). Explain why each modifier was chosen.

Podcast Episode Planner

creativeClaude / ChatGPTIntermediate
Plan a [LENGTH: 30/45/60 min] podcast episode about [TOPIC] for my [GENRE] podcast called [NAME]. Include: 1) Episode title + description for show notes (SEO-optimized), 2) Cold open / teaser quote, 3) Intro script, 4) Segment breakdown with timing, 5) 10 interview questions (if guest episode) or key talking points, 6) Listener engagement prompt, 7) Show notes with 5 resource links to include, 8) Social media promotional posts (Twitter, LinkedIn, Instagram caption).

Podcast Episode Script Breakdown

creativeAny AIIntermediate
Plan a podcast episode about [TOPIC]. Include: episode title (catchy, under 8 words), 2-sentence description for show notes, cold open hook (first 30 seconds, what grabs the listener), 3-4 segment outline with timestamps, 5 key talking points per segment, 3 potential guest questions if interviewing, audience engagement prompt (question to ask listeners), and 3 social media clips to extract (describe the moments).

Short Film Logline and Beat Sheet

creativeAny AIIntermediate
Develop a short film concept from this premise: [PREMISE]. Genre: [GENRE]. Runtime: [MINUTES]. Deliver: 1) three logline options in under 30 words each, 2) protagonist want versus need, 3) a beat sheet with opening image, inciting incident, midpoint reversal, low point, climax, final image, and a target minute marker for each, 4) the single location that would make this cheapest to shoot.

Short Film Script Writer

creativeClaudeAdvanced
Write a complete short film script (5-7 minutes) about [THEME/CONCEPT]. Genre: [GENRE]. Setting: [LOCATION/ERA]. Include: 1) Proper screenplay format (INT/EXT, action lines, dialogue), 2) 2-3 characters with distinct voices, 3) A clear three-act structure within the short format, 4) Visual storytelling (show don't tell), 5) A twist or emotional payoff, 6) Minimal dialogue where possible. The film should be producible with [BUDGET LEVEL: micro/low/medium] budget.

Story Plot Generator

creativeClaudeIntermediate
Generate a compelling story outline for a [GENRE] [FORMAT: novel/screenplay/short story]. Include: 1) Logline (1 sentence pitch), 2) Three-act structure breakdown, 3) Protagonist + antagonist profiles, 4) 5 major plot points, 5) Key themes, 6) Opening scene description, 7) Climax description, 8) Resolution with twist. Setting: [TIME/PLACE]. Tone: [TONE].

Video Script Writer

creativeAny AIIntermediate
Write a script for a [LENGTH: 60s/90s/3min] [TYPE: explainer/testimonial/product demo/educational] video about [TOPIC]. Include: hook (first 3 seconds), problem statement, solution presentation, social proof moment, call to action. Format with columns: VISUAL (what viewer sees), AUDIO (voiceover/dialogue), TEXT ON SCREEN (lower thirds, captions). Target audience: [AUDIENCE].

YouTube Video Script Writer

creativeClaude / ChatGPTIntermediate
Write a complete YouTube video script for a [LENGTH: 8-12 min] video about [TOPIC]. Target audience: [AUDIENCE]. Include: 1) Hook (first 15 seconds to stop scrolling), 2) Intro with promise of value, 3) Main content broken into 3-5 chapters with timestamps, 4) B-roll suggestions in brackets, 5) 2 engagement prompts ("comment below if..."), 6) Sponsor integration segment placeholder, 7) End screen CTA. Write in a conversational, spoken style (not written style).

✍️Design 18

UI, brand, and design system work

AI Prompt for Design System Token Generator

designChatGPT / ClaudeAdvanced
Generate a design system token structure for [BRAND/PRODUCT]. Brand colors: [LIST PRIMARY, SECONDARY, ACCENT] Typography: [FONT FAMILIES] Target platforms: [web / iOS / Android / all] Create tokens for: 1. Colors: primitive palette (50-950 scale), semantic tokens (background, foreground, border, states) 2. Typography: font families, sizes (8-point scale), weights, line heights 3. Spacing: base unit and scale (4px or 8px grid) 4. Border radius: small, medium, large, full 5. Shadows: elevation levels (0-4) 6. Breakpoints: mobile, tablet, desktop, wide Output as: CSS custom properties and JSON token file (Style Dictionary format).

AI Prompt for Responsive Email Template Spec

designAny AIIntermediate
Write the specification for a responsive email template for [EMAIL TYPE: welcome / newsletter / promotional / transactional]. Brand: [BRAND NAME] Brand colors: [PRIMARY, SECONDARY] Font: [PREFERRED WEB-SAFE FONT] Specification: 1. Layout structure (header, hero, content blocks, CTA, footer) 2. Content hierarchy and section descriptions 3. Mobile breakpoint behavior (what stacks, what hides) 4. Image specifications (dimensions, alt text, fallback) 5. CTA button design (size, color, padding, bulletproof button code) 6. Dark mode considerations 7. Accessibility requirements (min font size, color contrast, alt text)

AI Prompt for UX Research Interview Script

designAny AIIntermediate
Create a user research interview script for [PRODUCT/FEATURE]. Research goal: [WHAT YOU WANT TO LEARN] Participant profile: [WHO YOU ARE INTERVIEWING] Interview duration: [30/45/60 minutes] Script sections: 1. Introduction and rapport building (2-3 minutes) 2. Background questions about their current workflow (5 minutes) 3. Core questions about [TOPIC] - open-ended, non-leading (15-20 minutes) 4. Task-based questions / scenario exploration (10 minutes) 5. Reaction to concept/prototype (if applicable) (5-10 minutes) 6. Wrap-up and ask for referrals (2 minutes) Rules: No leading questions. Include follow-up probes for each question.

AI Prompt for Usability Heuristic Evaluation

designAny AIIntermediate
Conduct a usability heuristic evaluation of [WEBSITE/APP] using Nielsen's 10 heuristics. Product: [PRODUCT NAME AND URL/DESCRIPTION] Key user tasks to evaluate: [LIST 3-5 TASKS] For each of the 10 heuristics: 1. Visibility of system status 2. Match between system and real world 3. User control and freedom 4. Consistency and standards 5. Error prevention 6. Recognition rather than recall 7. Flexibility and efficiency of use 8. Aesthetic and minimalist design 9. Help users recover from errors 10. Help and documentation Rate each: pass / minor issue / major issue. Describe problems and recommended fixes.

AI Prompt for User Flow Diagram Description

designAny AIBeginner
Describe a user flow diagram for [TASK: e.g., new user signup, checkout process, password recovery]. Product: [PRODUCT NAME/TYPE] User type: [new user / returning user / admin] For each step in the flow: 1. Screen/page name 2. What the user sees (key UI elements) 3. Actions available (buttons, inputs, links) 4. Decision points (if/then branches) 5. Success and error paths 6. Edge cases to handle Format as a numbered sequence with branches clearly marked. Include: - Entry point (where does the user come from?) - Happy path and error recovery paths - Exit points and what happens at each

Accessibility Audit Checklist

designAny AIAdvanced
Create a WCAG 2.1 AA accessibility audit checklist for [WEBSITE/APP]. Organize by: perceivable (text alternatives, captions, color contrast, responsive design), operable (keyboard navigation, focus indicators, no time limits, skip links), understandable (readable text, predictable behavior, error prevention), and robust (valid HTML, ARIA labels, screen reader compatibility). For each item, include: what to check, how to test it, common failures, and fix priority (P1/P2/P3).

Accessibility Audit Prompt

designClaude / ChatGPTAdvanced
Audit this interface for accessibility: [PASTE MARKUP OR DESCRIBE]. Check against WCAG 2.2 AA and report: 1) colour contrast failures with the measured ratio and the required one, 2) keyboard traps and focus order problems, 3) missing or wrong semantic structure, including headings, landmarks and labels, 4) images and icons without meaningful alternatives, 5) motion and timing issues. For each finding give the specific fix, and mark anything you cannot verify from what I gave you.

Color Palette Generator

designClaude / ChatGPTIntermediate
Generate a cohesive color palette for a [BRAND TYPE] in the [INDUSTRY]. Brand personality: [ADJECTIVES]. Provide: 1) Primary color (with psychological reasoning), 2) Secondary color, 3) Accent/CTA color, 4) Neutral scale (5 shades from near-white to near-black), 5) Semantic colors (success, warning, error, info), 6) All colors in hex, RGB, and HSL. Show: dark mode equivalents, WCAG contrast ratios for text combinations, and 3 example UI applications (button, card, banner).

Design Critique Checklist

designAny AIIntermediate
Critique this design: [DESCRIBE OR PASTE SPEC]. Purpose of the screen: [GOAL]. Primary user: [WHO]. Review in this order: 1) does the layout make the primary action obvious within three seconds, 2) visual hierarchy, and what competes for attention, 3) content and labelling clarity, 4) states you have not designed yet (empty, loading, error, too much data), 5) accessibility concerns, 6) the one change with the highest impact. Separate objective problems from taste.

Design System Component Spec

designClaudeAdvanced
Write a component spec for [COMPONENT] in our design system. Deliver: 1) what it is for and, importantly, when not to use it, 2) anatomy with named parts, 3) variants and the decision rule for choosing between them, 4) every state including default, hover, focus, active, disabled, loading and error, 5) sizing, spacing and responsive behaviour, 6) accessibility requirements including roles, keyboard interaction and announcements, 7) two correct examples and two misuses.

Design System Documentation

designAny AIAdvanced
Create documentation for a design system component: [COMPONENT NAME, e.g., Button, Card, Modal]. Include: component description and use cases, anatomy diagram (describe visual parts), variants (primary, secondary, ghost, destructive), states (default, hover, active, disabled, loading), sizing options, spacing and padding specs, accessibility requirements (ARIA labels, keyboard navigation, contrast ratios), and do/don't usage examples.

Empty State Copy and Art Direction

designAny AIBeginner
Design the empty state for [FEATURE] in [PRODUCT]. The user sees this when [SITUATION]. Deliver: 1) a headline under 8 words, 2) one sentence explaining what goes here and why it is worth doing, 3) the primary action label, 4) an optional secondary action for users who are not ready, 5) art direction in two sentences, 6) a different version for the case where the state is empty because of a filter rather than because the user is new.

Icon Set Description for AI

designAny AIIntermediate
I need [NUMBER] custom icons for [PROJECT/APP]. Icon style: [LINE/FILLED/DUOTONE], stroke width: [1.5/2/2.5px], grid: [24x24/32x32]. For each icon describe: 1) Icon name, 2) Detailed visual description (shapes, proportions, distinctive elements), 3) Metaphor/concept it represents, 4) Alignment with the set style. Icons needed: [LIST CONCEPTS]. Ensure visual consistency across the set. Output as prompts I can paste into an AI image tool to generate each icon.

Landing Page Wireframe

designAny AIIntermediate
Describe a wireframe for a landing page for [PRODUCT/SERVICE]. Section by section from top to bottom: navigation bar, hero section (headline, subheadline, CTA, visual), social proof bar, problem/solution section, features grid (3-4 features), testimonial carousel, pricing table, FAQ accordion, final CTA section, and footer. For each section, describe: content, layout (how elements are arranged), and the user psychology behind the placement.

Landing Page Wireframe Prompt

designClaude / ChatGPTIntermediate
Describe a detailed wireframe layout for a [PRODUCT TYPE] landing page. Target conversion: [GOAL: signup/purchase/demo]. Specify for each section: 1) Hero (headline placement, CTA position, visual element), 2) Social proof bar, 3) Problem/solution section, 4) Feature showcase (3-column with icons), 5) Testimonials (carousel vs. grid), 6) Pricing table, 7) FAQ accordion, 8) Final CTA. Include mobile layout adaptations for each section. Note fold position and scroll depth targets.

UI Color System with Semantic Tokens

designAny AIBeginner
Generate a complete color palette for [BRAND/APP TYPE]. Include: primary color (with hex, RGB, and HSL), secondary color, accent color, semantic colors (success green, warning amber, error red, info blue), neutral scale (9 shades from near-white to near-black), and background/surface colors for both light and dark mode. Explain the reasoning behind each choice and show WCAG contrast ratios for text combinations.

UI Copy Audit

designAny AIIntermediate
Audit the UI copy for [APP/FEATURE]. Review every piece of text the user sees: button labels, empty states, error messages, tooltips, onboarding flows, confirmation dialogs, and notification copy. For each: current text, issue identified (unclear, too long, inconsistent tone, missing context), and suggested revision. Follow the voice guidelines: [DESCRIBE BRAND VOICE or say 'suggest one'].

UI/UX Design System Spec

designClaudeAdvanced
Create a design system specification for [PRODUCT/APP TYPE]. Include: 1) Color palette (primary, secondary, neutral, semantic colors with hex values), 2) Typography scale (font family, sizes, weights, line heights for h1-h6, body, captions), 3) Spacing scale (4px base unit system), 4) Border radius tokens, 5) Shadow/elevation levels, 6) Button states (default, hover, active, disabled, loading), 7) Form field states, 8) Component list with specs (cards, modals, toasts, badges). Use CSS custom properties format.

📈Marketing 21

Campaigns, positioning, and copy that sells

A/B Test Hypothesis Writer

marketingAny AIIntermediate
Write 5 A/B test hypotheses for [PAGE/FEATURE]. Format each as: 'If we change [VARIABLE] from [CURRENT] to [PROPOSED], then [METRIC] will [INCREASE/DECREASE] by [ESTIMATED %] because [RATIONALE].' Prioritize by: expected impact (high/medium/low), implementation effort (hours), and confidence level. Include control and variant descriptions and minimum sample size estimate for each test.

AI Prompt for Competitive Positioning Statement

marketingAny AIIntermediate
Craft a competitive positioning statement for [PRODUCT/SERVICE]. Market category: [CATEGORY] Target customer: [DESCRIBE IDEAL CUSTOMER] Top 3 competitors: [LIST] Your key differentiators: [LIST 2-3] Generate: 1. Positioning statement: For [target], [product] is the [category] that [key benefit] unlike [competitor reference] because [reason to believe] 2. Elevator pitch (30 seconds) 3. Positioning matrix: plot you vs competitors on 2 axes (suggest the best axes) 4. Messaging hierarchy: primary message, 3 supporting messages, proof points 5. Objection handling: top 5 objections and how to address them

AI Prompt for Customer Testimonial Request Email

marketingAny AIBeginner
Write 3 email templates to request customer testimonials/reviews. Business: [YOUR BUSINESS] Product/service: [WHAT THEY PURCHASED] Timeline: [HOW LONG SINCE PURCHASE] Template 1: Short and casual (for email or SMS) Template 2: Detailed request with guiding questions Template 3: Video testimonial request with preparation tips Guiding questions to include: - What problem were you trying to solve? - Why did you choose us over alternatives? - What specific results have you seen? - Would you recommend us? Why? Include subject lines and follow-up sequence for non-responders.

AI Prompt for Email Subject Line Generator

marketingAny AIBeginner
Write 20 email subject lines for [EMAIL PURPOSE: newsletter / promotion / product launch / re-engagement]. Product/topic: [DESCRIBE] Audience: [DESCRIBE] Tone: [casual / professional / urgent / playful] Create 4 subject lines in each style: 1. Curiosity gap (tease without revealing) 2. Benefit-driven (what the reader gets) 3. Urgency/scarcity (time-sensitive language) 4. Personalization (using [FIRST_NAME] or behavioral data) 5. Question-based (engage with a relevant question) For each, note character count and predict open rate potential (high/medium/low).

AI Prompt for Landing Page Conversion Optimizer

marketingAny AIIntermediate
Audit my landing page for conversion rate optimization. Page URL or description: [DESCRIBE THE PAGE] Current conversion rate: [X%] Target action: [signup / purchase / demo request / download] Traffic source: [paid ads / organic / email / social] Analyze and improve: 1. Headline: rewrite for clarity and urgency (3 variants) 2. Value proposition: is the benefit clear in 5 seconds? 3. Social proof: what is missing (testimonials, logos, numbers)? 4. CTA button: text, color, placement, urgency (3 variants) 5. Friction points: forms, confusing copy, missing trust signals 6. Above-the-fold content: what should stay, what should go

AI Prompt for Marketing Attribution Model

marketingChatGPT / ClaudeAdvanced
Design a marketing attribution model for [COMPANY TYPE] with [X] marketing channels. Channels: [LIST ALL CHANNELS: e.g., Google Ads, organic search, email, social media, referral, direct] Current data available: - [DESCRIBE WHAT TRACKING YOU HAVE] - Average deal cycle: [X days] - Average touchpoints before conversion: [X] Provide: 1. Comparison of attribution models (first-touch, last-touch, linear, time-decay, position-based) 2. Recommended model with justification 3. Implementation guide: what to track, UTM strategy, tool setup 4. How to handle cross-device tracking gaps 5. Monthly reporting template with channel-level ROI

AI Prompt for Product Launch Announcement Sequence

marketingAny AIIntermediate
Create a product launch announcement sequence for [PRODUCT NAME]. Product: [DESCRIBE] Launch date: [DATE] Audience: [DESCRIBE] Channels: [email, social, blog, press release] Timeline: 1. T-14 days: Teaser (build curiosity) 2. T-7 days: Sneak peek (reveal key feature) 3. T-3 days: Early access offer (for existing customers) 4. Launch day: Full announcement across all channels 5. T+3 days: Social proof roundup (early results, testimonials) 6. T+7 days: Deep dive content (use cases, tutorials) For each touchpoint, provide the copy for email AND social media.

Ad Copy A/B Test Generator

marketingChatGPTIntermediate
Generate 5 ad copy variations for [PRODUCT] on [PLATFORM: Google/Facebook/LinkedIn]. For each variation, provide: Headline (platform-specific length), Description, CTA button text. Approaches: 1) Benefit-focused, 2) Problem-focused, 3) Social proof, 4) Urgency/scarcity, 5) Question-based. Target audience: [AUDIENCE]. Budget range: [BUDGET].

B2B Buyer Persona Profile

marketingAny AIIntermediate
Create a detailed customer persona for [PRODUCT/SERVICE]. Include: name, age, job title, company size, goals (3), frustrations (3), preferred channels, decision-making process, budget authority, tech stack they use, objections to buying, and a day-in-the-life narrative. Base it on the [INDUSTRY] market.

Brand Voice Documentation

marketingClaudeAdvanced
Help me document my brand voice for [BRAND/COMPANY]. Analyze these writing samples that represent our ideal voice: [PASTE 2-3 SAMPLES]. Create: 1) Brand voice summary (3-4 adjectives with definitions), 2) Do/Don't table with 10 examples, 3) Vocabulary preferences (words we use vs. words we avoid), 4) Sentence structure guidelines, 5) Tone variations by channel (website, social, email, support), 6) 3 before/after examples showing generic copy transformed into our voice.

Churn Win-Back Campaign

marketingClaude / ChatGPTAdvanced
Design a win-back campaign for customers who cancelled [PRODUCT] in the last [TIMEFRAME]. Known cancellation reasons: [LIST REASONS]. Build: 1) three segments based on cancellation reason, 2) a distinct offer and message angle per segment, with the reason we believe it will work, 3) a 3-touch sequence per segment, 4) what we should NOT say to each segment, 5) the metric that tells us the campaign is annoying people rather than winning them back.

Cold Email Sequence (3-part)

marketingClaude / ChatGPTAdvanced
Write a 3-email cold outreach sequence for [PRODUCT/SERVICE] targeting [ROLE] at [COMPANY TYPE]. Email 1: Personalized opener + one key pain point + soft CTA (reply to learn more). Email 2: Follow-up with a specific case study or data point + social proof + CTA. Email 3: Breakup email with a final compelling reason + easy yes/no CTA. Keep each email under 100 words. Subject lines under 40 chars.

Competitor Analysis Framework

marketingAny AIIntermediate
Analyze [COMPETITOR] as a competitor to [YOUR PRODUCT]. Cover: positioning and messaging, pricing strategy and packaging, feature comparison (strengths and gaps), target audience overlap, content and SEO strategy, social media presence, customer sentiment from reviews, and 3 opportunities where we can differentiate. Present findings in a structured brief.

Content Repurposing Workflow

marketingClaude / ChatGPTIntermediate
I have a [CONTENT TYPE: blog post/podcast/webinar/video] about [TOPIC] that is [LENGTH] long. Create a complete repurposing plan: 1) 5 Twitter/X posts with hooks, 2) 3 LinkedIn posts (different angles), 3) 1 email newsletter version, 4) 10 Instagram/TikTok short-form video scripts (under 60s each), 5) 1 infographic outline, 6) 5 Quora/Reddit answers I could adapt it for. Include the actual draft copy for each, not just descriptions.

Customer Persona Builder

marketingClaude / ChatGPTIntermediate
Create a detailed buyer persona for [PRODUCT/SERVICE] in the [INDUSTRY] market. Include: 1) Demographics (age, income, location, job title), 2) Psychographics (values, interests, lifestyle), 3) Goals and motivations (professional and personal), 4) Pain points and frustrations (3-5 specific ones), 5) Information sources (podcasts, blogs, social platforms), 6) Buying triggers and objections, 7) A day-in-the-life narrative, 8) Messaging do's and don'ts for reaching this persona.

Landing Page Copy Framework

marketingClaude / ChatGPTIntermediate
Write landing page copy for [PRODUCT/SERVICE] using the PAS (Problem-Agitate-Solution) framework. Include: Hero headline (under 10 words) + subheadline, Problem section (3 pain points), Agitation (consequences of not solving), Solution (how product solves it), 3 key benefits with icons, Social proof section, FAQ (5 questions), Final CTA. Target audience: [AUDIENCE].

Positioning Statement Builder

marketingAny AIIntermediate
Build a positioning statement for [PRODUCT]. Inputs: target customer [WHO], the alternative they use today [ALTERNATIVE], our key differentiator [DIFFERENTIATOR], proof [EVIDENCE]. Deliver: 1) a one-sentence positioning statement, 2) three supporting messages ranked by how hard they are to copy, 3) the claim a competitor could most easily make too, so we avoid leading with it.

Product Launch Checklist

marketingAny AIAdvanced
Create a 30-day product launch plan for [PRODUCT]. Break into phases: Pre-launch (day 1-14): audience building, teaser content, beta access. Launch week (day 15-21): announcement, PR outreach, social blitz, email sequence. Post-launch (day 22-30): feedback collection, iteration, case studies. Include specific deliverables, channels, and KPIs for each phase.

SEO Meta Description Generator

marketingAny AIBeginner
Write 5 variations of an SEO meta description for a page about [TOPIC]. Requirements: Each must be 150-160 characters. Include the primary keyword [KEYWORD] naturally. Include a clear value proposition. End with a CTA or benefit. Make each variation unique in approach (question, statistic, benefit-led, urgency, social proof).

Webinar Promotion Kit

marketingAny AIBeginner
Create a promotion kit for a webinar titled [TITLE] on [DATE] about [TOPIC], aimed at [AUDIENCE]. Produce: 1) a registration page headline and 80-word description, 2) three email subject lines with preview text, 3) a 4-email sequence (announce, value, day-before, one-hour-before) with word counts under 120 each, 4) three social posts, 5) a post-event follow-up for attendees and one for no-shows.

Webinar Promotion Plan

marketingClaude / ChatGPTAdvanced
Create a complete webinar promotion plan for a [TOPIC] webinar targeting [AUDIENCE]. Webinar date: [DATE]. Include: 1) Webinar title and description (compelling, benefit-driven), 2) Landing page copy, 3) Email sequence (invitation, reminder 1 week, reminder 1 day, reminder 1 hour, follow-up with recording), 4) Social media posts (LinkedIn, Twitter, Instagram, 3 each), 5) Paid ad copy for LinkedIn/Facebook, 6) Partner outreach email for co-promotion, 7) Post-webinar nurture sequence (3 emails).

📈SEO & AI Visibility 22

Search and AI visibility, from keywords to citations

AI Search Visibility Audit

seoClaude / ChatGPTAdvanced
Act as a GEO analyst. Brand: [BRAND]. Category: [CATEGORY]. Main competitors: [LIST]. Build an audit plan covering: 1) 15 prompts a real buyer would type, spread across category, qualified, comparison, and brand intent, 2) for each prompt, what a good answer for us would look like, 3) which of our pages should be the cited source, 4) the on-page gaps stopping that page being quotable, 5) a weekly tracking sheet with the four metrics worth recording. Do not invent our current visibility, leave those cells blank for me to fill.

Competitor Content Gap Analysis

seoClaude / ChatGPTIntermediate
Analyze content gaps between my site [MY SITE DESCRIPTION] and competitors in the [NICHE] space. 1) List 10 high-value topics my competitors cover that I do not, 2) For each topic, estimate search volume tier (high/medium/low) and difficulty, 3) Suggest content format (blog, tool, landing page), 4) Identify 5 unique angles I could take that competitors miss, 5) Prioritize by potential ROI. My current content covers: [BRIEF DESCRIPTION].

Content Brief Generator

seoAny AIIntermediate
Create an SEO content brief for the target keyword [KEYWORD]. Include: primary keyword and search intent, 5-8 secondary keywords, suggested title (under 60 chars), meta description (under 155 chars), recommended word count, H2/H3 outline with target keywords per section, competitor URLs to reference, internal linking suggestions, and featured snippet opportunity analysis.

Content Gap Analysis Prompt

seoChatGPT / ClaudeAdvanced
I run [WEBSITE URL] in the [NICHE] space. My top 3 competitors are: 1. [COMPETITOR 1] 2. [COMPETITOR 2] 3. [COMPETITOR 3] Analyze what content topics and keywords my competitors likely rank for that I don't cover. Organize findings into: - High-priority gaps (high volume, low competition) - Medium-priority gaps (moderate volume) - Quick wins (long-tail keywords I can target with existing pages) For each gap, suggest a content format (blog post, comparison page, guide, tool page) and a draft title.

FAQ Schema Markup Generator

seoAny AIIntermediate
Generate valid FAQPage JSON-LD schema markup for the following questions and answers about [TOPIC]: Q1: [QUESTION 1] A1: [ANSWER 1] Q2: [QUESTION 2] A2: [ANSWER 2] Q3: [QUESTION 3] A3: [ANSWER 3] Requirements: - Valid JSON-LD that passes Google's Rich Results Test - Properly escaped special characters - Include the @context and @type fields - Output as a complete script block ready to paste into HTML

Image Alt Text Writer for SEO

seoAny AIBeginner
Write SEO-optimized alt text for the following images on my [PAGE TYPE] page about [TOPIC]. Image 1: [DESCRIBE WHAT THE IMAGE SHOWS] Image 2: [DESCRIBE WHAT THE IMAGE SHOWS] Image 3: [DESCRIBE WHAT THE IMAGE SHOWS] Rules: - Under 125 characters each - Naturally include relevant keywords without stuffing - Describe the image accurately for screen readers - Don't start with "Image of" or "Picture of" - Match the context of surrounding content

Internal Linking Planner

seoAny AIIntermediate
Here is a list of my pages with titles and target topics: [PASTE LIST]. Propose an internal linking plan: 1) which pages are hubs and which are spokes, 2) for each spoke, the two most valuable links out and the anchor text to use, 3) orphan pages with no logical inbound link, 4) any link you would remove because it sends readers away at the wrong moment. Use descriptive anchors, never 'click here'.

Internal Linking Strategy Generator

seoAny AIIntermediate
Analyze the following list of pages on my website and create an internal linking strategy. Pages: [PASTE LIST OF URLs AND TITLES] For each page, recommend 3-5 internal links to add, specifying: - The anchor text to use - Which page to link to - Where in the content to place the link (intro, body, conclusion) - Why this link helps both users and SEO Prioritize links that pass authority to high-value pages and improve topical relevance.

Keyword Cluster & Content Plan

seoClaudeAdvanced
I want to rank for [MAIN TOPIC]. Create a keyword cluster strategy: 1) Identify the pillar page topic and 8-10 cluster topics, 2) Map search intent (informational/commercial/transactional) for each, 3) Suggest URL structure, 4) Internal linking plan between pillar and clusters, 5) Content type for each (guide, comparison, listicle, tool), 6) Priority order based on difficulty vs. potential traffic. Target market: [COUNTRY].

Keyword Cluster Organizer

seoAny AIIntermediate
Organize these keywords into topic clusters for content planning: [PASTE KEYWORD LIST]. Group by: search intent (informational, commercial, transactional, navigational), topic theme, and funnel stage (awareness, consideration, decision). For each cluster, suggest a pillar page title and 3-5 supporting article titles. Estimate relative search volume (high/medium/low).

Local SEO Google Business Profile Optimizer

seoAny AIIntermediate
Optimize my Google Business Profile for [BUSINESS NAME], a [BUSINESS TYPE] located in [CITY, STATE]. Provide: 1. Optimized business description (750 characters max, include top 3 local keywords) 2. 10 relevant categories (primary + secondary) 3. 15 Google Business Profile posts (mix of offers, updates, events) 4. Q and A section: 10 questions customers commonly ask, with keyword-rich answers 5. Review response templates: 3 for positive reviews, 3 for negative reviews 6. Attributes to enable for my business type

Programmatic SEO Page Template Designer

seoAny AIIntermediate
Design a programmatic SEO page template for [PAGE TYPE, e.g., "best [tool] alternatives"]. I need to generate [NUMBER] pages from this template. Provide: 1. Page title formula with dynamic variables 2. Meta description formula 3. H1, H2, H3 heading structure 4. Content sections with placeholder variables: [VARIABLE_NAME] 5. Internal linking logic (what related pages to link to) 6. Schema markup template (JSON-LD) 7. URL slug pattern The template must produce unique, valuable content for each variation.

Prompt Set Builder for GEO

seoAny AIIntermediate
Generate a prompt set for tracking AI search visibility for [BRAND] in [CATEGORY]. Produce 25 prompts split into: category prompts (5), qualified prompts with a constraint such as budget, company size or integration (10), comparison and alternatives prompts (5), and brand reputation prompts (5). Write them the way a person actually types into a chatbot, in full sentences, not as keywords. Mark the 5 you would track first and say why.

SEO Content Audit and Pruning Plan

seoChatGPT / ClaudeAdvanced
I have [NUMBER] pages on [WEBSITE]. Help me create a content audit plan. For each page category below, define the action (keep, update, merge, redirect, noindex, delete): Pages with thin content (under 300 words): [LIST OR DESCRIBE] Pages with zero organic traffic in 12 months: [LIST OR DESCRIBE] Pages with duplicate/cannibalized keywords: [LIST OR DESCRIBE] For each recommended action, provide: - Specific steps to execute - Priority (P1/P2/P3) - Expected SEO impact - Implementation effort (hours)

SEO Content Brief Generator

seoClaude / ChatGPTIntermediate
Create a comprehensive SEO content brief for the target keyword [KEYWORD]. Include: 1) Primary and secondary keywords with search intent, 2) Suggested title (with keyword near front, under 60 chars), 3) Meta description (155 chars, includes CTA), 4) Recommended word count based on top-ranking competitors, 5) H2 and H3 heading structure, 6) Key questions to answer (People Also Ask), 7) Internal linking suggestions, 8) Content angle that differentiates from existing results.

SEO Title and Meta Description A/B Variants

seoAny AIBeginner
Write 5 alternative title tags and 5 meta descriptions for a page about [TOPIC]. Primary keyword: [KEYWORD] Page type: [blog post / product page / landing page / comparison] Current title: [CURRENT TITLE] For each variant: - Title: under 60 characters, keyword near the front - Meta description: 150-160 characters, includes a CTA - Explain the angle (curiosity, urgency, benefit, social proof, question) Rank the variants by expected CTR from highest to lowest.

SEO-Friendly URL Slug Generator

seoAny AIBeginner
Generate SEO-friendly URL slugs for these page titles: 1. [TITLE 1] 2. [TITLE 2] 3. [TITLE 3] 4. [TITLE 4] 5. [TITLE 5] Rules for each slug: - Lowercase, hyphens only (no underscores or special characters) - Include the primary keyword - Under 60 characters - Remove stop words (the, a, an, and, or, but, in, on, at, to, for) - Prioritize readability and keyword relevance For each, explain which words you kept and why.

Schema Markup Generator

seoClaude / ChatGPTAdvanced
Generate structured data markup (JSON-LD format) for a [PAGE TYPE: article/product/FAQ/how-to/recipe/local business] page about [TOPIC]. Include all required and recommended properties per schema.org specifications. Provide the complete script tag ready to paste into the HTML head. Validate the output against Google Rich Results requirements. Explain which rich result type this enables in search.

Schema Markup Generator with Validation

seoAny AIAdvanced
Generate JSON-LD structured data markup for a [PAGE TYPE: article/product/FAQ/recipe/event/local business] page about [TOPIC]. Include all required and recommended properties per schema.org specifications. Add the correct @context and @type. Validate against Google's rich results requirements. Include comments explaining each property.

Technical SEO Audit Checklist

seoClaudeAdvanced
Create a technical SEO audit checklist for [WEBSITE URL or TYPE]. Cover: 1) Crawlability (robots.txt, XML sitemap, crawl budget), 2) Indexation issues (canonical tags, noindex directives, pagination), 3) Page speed (Core Web Vitals targets), 4) Mobile-friendliness, 5) HTTPS and security, 6) Structured data, 7) Internal linking health, 8) URL structure, 9) Duplicate content, 10) International SEO (hreflang if applicable). Format as a checklist with pass/fail criteria.

Topical Authority Map

seoClaudeAdvanced
Build a topical authority map for [SITE] targeting [CORE TOPIC]. Deliver: 1) the pillar page and its promise, 2) 12 to 18 supporting subtopics grouped into 3 clusters, 3) for each subtopic, the search intent and the format that best serves it, 4) the internal linking pattern between pillar and cluster, 5) which subtopics we should skip because they serve a different buyer. Flag any subtopic where the intent is ambiguous.

Topical Authority Map Builder

seoChatGPT / ClaudeAdvanced
Build a topical authority content map for the subject [MAIN TOPIC]. Create a hub-and-spoke model with: 1. Pillar page topic (comprehensive, 3000+ word guide) 2. 10-15 cluster articles (each targeting a specific subtopic) 3. Supporting content (glossary terms, FAQs, how-tos) For each piece, provide: - Suggested title (with target keyword) - Estimated keyword difficulty (low/medium/high) - Content format (guide, listicle, comparison, tutorial) - Internal links to/from other pieces in the cluster - Priority order for publishing

🛠️Coding 25

Writing, reviewing, and refactoring code

AI Prompt for Generating CSS Animations

codingAny AIBeginner
Create a CSS animation for [DESCRIBE THE ANIMATION: e.g., a button that pulses on hover, a loading spinner, a slide-in sidebar]. Provide: 1. The @keyframes definition 2. The CSS class with animation properties (duration, easing, iteration) 3. HTML example to apply it to 4. A variant for prefers-reduced-motion (accessibility) 5. Browser compatibility notes Keep it pure CSS. Optimize for performance (prefer transform and opacity over layout-triggering properties).

AI Prompt for Writing TypeScript Utility Types

codingAny AIIntermediate
Create TypeScript utility types for the following use cases in my [PROJECT TYPE] codebase: 1. [DESCRIBE TYPE NEED, e.g., Make all properties of a nested object optional] 2. [DESCRIBE TYPE NEED, e.g., Extract only string-valued keys from an interface] 3. [DESCRIBE TYPE NEED, e.g., Create a strict union type for API response variants] For each utility type: - Provide the type definition with generic parameters - Explain how it works step by step - Show 2-3 usage examples - Note any edge cases or limitations

AI Prompt to Explain Code Line by Line

codingAny AIBeginner
Explain the following code line by line. I am a [SKILL LEVEL: beginner/intermediate] developer working in [LANGUAGE]. [PASTE CODE HERE] For each line: 1. What it does in plain English 2. Why it is needed in this context 3. Any potential issues or edge cases At the end, provide: - A summary of the overall logic flow - Suggestions for improvement (readability, performance, best practices) - Any security concerns

API Design Specification

codingClaudeAdvanced
Design a RESTful API for [SYSTEM/FEATURE]. Include: 1) List of endpoints (method, path, description), 2) Request/response schemas (JSON), 3) Authentication approach, 4) Error handling format, 5) Rate limiting strategy, 6) Pagination approach. Follow OpenAPI 3.0 conventions. Include example requests and responses for each endpoint.

API Endpoint Designer

codingAny AIIntermediate
Design a RESTful API for [FEATURE/RESOURCE]. Include: endpoint URLs (GET/POST/PUT/DELETE), request/response JSON schemas with example payloads, authentication method, error response format with HTTP status codes, rate limiting strategy, and pagination approach. Follow OpenAPI 3.0 conventions.

API Error Handler Generator

codingAny AIIntermediate
Generate a comprehensive error handling module for a [LANGUAGE] REST API. Requirements: - Custom error classes for: validation errors (400), auth errors (401/403), not found (404), rate limiting (429), and server errors (500) - Consistent JSON error response format: { error: { code, message, details, requestId } } - Error logging with severity levels - A global error middleware/handler - Input validation error formatting (field-level errors) Include example usage for 3 common scenarios.

CI/CD Pipeline Configuration Generator

codingChatGPT / ClaudeAdvanced
Generate a CI/CD pipeline configuration for a [LANGUAGE/FRAMEWORK] project. Platform: [GitHub Actions / GitLab CI / Jenkins / CircleCI] Project type: [web app / API / library / monorepo] Pipeline stages: 1. Lint and format check 2. Unit tests with coverage threshold ([X]%) 3. Build/compile 4. Integration tests 5. Security scan (dependencies) 6. Deploy to staging (on PR merge to develop) 7. Deploy to production (on release tag) Include: caching strategy, parallel jobs, env vars handling, and rollback mechanism.

ChatGPT Prompt to Write Docker Compose Configs

codingAny AIIntermediate
Create a docker-compose.yml for a [PROJECT TYPE] with the following services: [LIST SERVICES, e.g.: - Web app (Node.js 20) - PostgreSQL 16 database - Redis cache - Nginx reverse proxy] Requirements: - Named volumes for persistent data - Custom network for inter-service communication - Environment variables via .env file - Health checks for each service - Restart policies - Resource limits (memory, CPU) - Include a .env.example with all required variables

Code Comment and Docstring Pass

codingAny AIBeginner
Add comments and docstrings to this code: [PASTE CODE]. Language: [LANGUAGE]. Rules: docstring on every public function covering purpose, parameters, return value and raised errors; inline comments only where the code is genuinely non-obvious, explaining why rather than what; do not comment self-explanatory lines. Return the annotated code, then list anything whose intent you had to guess.

Code Review Assistant

codingClaude / ChatGPTIntermediate
Review the following code for: 1) Bugs and potential errors, 2) Security vulnerabilities, 3) Performance issues, 4) Code style and readability, 5) Best practices violations. For each issue found, explain: what the problem is, why it matters, and provide the corrected code. Rate overall code quality 1-10. ```[LANGUAGE] [PASTE CODE HERE] ```

Code Review Checklist

codingAny AIAdvanced
Review this code and provide feedback on: 1) Security vulnerabilities (injection, auth issues, data exposure) 2) Performance concerns (N+1 queries, memory leaks, unnecessary computations) 3) Maintainability (naming, complexity, SOLID principles) 4) Error handling gaps 5) Test coverage suggestions. Rate severity of each issue as Critical/Warning/Info. [PASTE CODE HERE]

Database Migration Script Writer

codingChatGPT / ClaudeAdvanced
Write a database migration script for [DATABASE: PostgreSQL/MySQL/SQLite]. Current schema: [PASTE CURRENT TABLE DEFINITIONS] Desired changes: [DESCRIBE WHAT NEEDS TO CHANGE] Requirements: - Up migration (apply changes) and down migration (rollback) - Handle data transformation if columns are renamed or split - Preserve existing data during migration - Add appropriate indexes for new columns - Include safety checks (e.g., IF EXISTS/IF NOT EXISTS) - Wrap in a transaction where supported

Database Schema Designer

codingClaudeAdvanced
Design a database schema for [APPLICATION TYPE] with the following entities: [LIST ENTITIES]. For each table provide: table name, columns (name, type, constraints), primary keys, foreign keys, indexes. Include: 1) An ER diagram description, 2) Explanation of normalization decisions, 3) Sample queries for common operations, 4) Migration SQL statements. Use [PostgreSQL/MySQL/SQLite].

Database Schema Generator

codingAny AIIntermediate
Design a database schema for [APPLICATION/FEATURE]. Include: table definitions with column names, data types, and constraints. Add primary keys, foreign keys, indexes for common queries, and junction tables for many-to-many relationships. Provide the SQL CREATE TABLE statements and explain your normalization decisions.

Debug This Error

codingClaude / ChatGPTBeginner
I am getting this error in my [LANGUAGE/FRAMEWORK] project: Error: [PASTE ERROR MESSAGE] Relevant code: ``` [PASTE CODE] ``` Environment: [OS, runtime version, package versions] What I have tried: [LIST ATTEMPTS] Please: 1) Explain what causes this error, 2) Provide the fix with corrected code, 3) Explain why the fix works, 4) Suggest how to prevent this in the future.

Error Budget and SLO Drafter

codingAny AIAdvanced
Draft SLOs for [SERVICE], which does [DESCRIBE]. Current traffic: [VOLUME]. Deliver: 1) two or three SLIs that reflect what users actually feel, with precise definitions including what counts as a failure, 2) a proposed target for each with the reasoning, 3) the resulting error budget in minutes per month, 4) what the team stops doing when the budget is exhausted, 5) the metric people will be tempted to game and how to prevent it.

Git Commit Message Writer

codingAny AIBeginner
Write a conventional commit message for this change: [DESCRIBE CHANGE]. Follow the format: type(scope): description. Types: feat, fix, refactor, docs, test, chore, perf, style. Add a body explaining WHY the change was made (not what). Include BREAKING CHANGE footer if applicable. Keep the subject under 72 characters.

Git Workflow & PR Template

codingAny AIIntermediate
Create a Git workflow for a team of [SIZE] developers working on [PROJECT TYPE]. Include: 1) Branch naming convention, 2) Branch strategy (GitFlow vs trunk-based), 3) Commit message format (conventional commits), 4) Pull request template with checklist, 5) Code review guidelines (what to look for), 6) CI/CD pipeline stages, 7) Release process and versioning (semver), 8) Hotfix procedure. Provide the actual PR template in markdown.

Migration Plan Generator

codingClaude / ChatGPTAdvanced
Plan a migration from [CURRENT] to [TARGET] for a system that [DESCRIBE WHAT IT DOES]. Constraints: [TEAM SIZE, DEADLINE, DOWNTIME TOLERANCE]. Deliver: 1) a phased plan where each phase ships independently, 2) the rollback for each phase, 3) what runs in parallel during transition and how the two stay in sync, 4) the riskiest step and how to de-risk it, 5) what we should deliberately not migrate.

React Component from Design Description

codingClaudeAdvanced
Build a React component based on this design description: [DESCRIBE THE UI COMPONENT IN DETAIL: layout, colors, interactions, responsive behavior] Requirements: - TypeScript with proper types/interfaces - Tailwind CSS for styling (or CSS modules if specified) - Responsive: mobile-first, works at 320px to 1440px+ - Accessible: proper ARIA labels, keyboard navigation, focus management - Props interface with sensible defaults - Include usage example - Handle loading, empty, and error states

Refactor to Testable Units

codingClaudeAdvanced
Refactor this code so it can be unit tested: [PASTE CODE]. Language: [LANGUAGE]. Steps: 1) name the hidden dependencies (time, randomness, network, filesystem, global state), 2) show the refactored code with those dependencies injected, 3) write three tests covering the happy path, one edge case, and one failure mode, 4) list the behaviour you could not test and why. Do not change the observable behaviour.

Regex Pattern Builder

codingClaude / ChatGPTIntermediate
I need a regular expression for [LANGUAGE/PLATFORM] that matches [DESCRIBE WHAT TO MATCH]. Examples of strings that SHOULD match: [LIST EXAMPLES]. Examples that should NOT match: [LIST NON-EXAMPLES]. Provide: 1) The regex pattern, 2) A line-by-line explanation of each part, 3) Test cases with expected results, 4) Edge cases to be aware of, 5) Performance considerations for large inputs. If the regex is complex, suggest a simpler alternative approach.

Regex Pattern with Test Cases

codingAny AIAdvanced
Create a regex pattern to match [DESCRIBE WHAT YOU NEED TO MATCH]. Provide: the regex pattern with explanation of each part, 5 strings that should match (with the matched portion highlighted), 5 strings that should NOT match, edge cases to be aware of, and the pattern in both PCRE and JavaScript syntax. If there are performance concerns with the pattern (catastrophic backtracking), flag them.

System Architecture Diagram

codingClaudeAdvanced
Design a system architecture for [APPLICATION TYPE] that handles [SCALE: e.g., 10K users, 1M requests/day]. Requirements: [LIST KEY REQUIREMENTS]. Include: 1) High-level architecture diagram description (components and connections), 2) Technology stack recommendations with justification, 3) Database design (SQL vs NoSQL decisions), 4) API gateway and authentication flow, 5) Caching strategy, 6) Message queue usage, 7) Deployment architecture (containers, serverless, etc.), 8) Monitoring and alerting plan.

Unit Test Generator

codingClaude / ChatGPTIntermediate
Write comprehensive unit tests for the following [LANGUAGE] function/class: ```[LANGUAGE] [PASTE CODE] ``` Use [TESTING FRAMEWORK: Jest/Pytest/JUnit/etc]. Include: 1) Happy path tests, 2) Edge cases (null, empty, boundary values), 3) Error cases (invalid input, exceptions), 4) Integration-relevant mocks if applicable. Each test should have a descriptive name following the pattern: should_[expected]_when_[condition]. Aim for >90% code coverage.

🛠️Data & Analytics 20

Analysis, metrics, and reporting

A/B Test Design Framework

dataClaude / ChatGPTAdvanced
Design an A/B test for [WHAT YOU WANT TO TEST] on [PLATFORM/PAGE]. Include: 1) Hypothesis statement (if we change X, Y will improve because Z), 2) Primary and secondary metrics to track, 3) Sample size calculation (given [BASELINE CONVERSION] and [MINIMUM DETECTABLE EFFECT]), 4) Test duration estimate, 5) Control vs. variant description, 6) Segmentation plan, 7) Statistical significance threshold, 8) Risks and mitigation, 9) Decision framework (what results lead to what action).

A/B Test Result Interpreter

dataClaude / ChatGPTAdvanced
Interpret this A/B test: variant A [N, CONVERSIONS], variant B [N, CONVERSIONS], run from [START] to [END]. Primary metric: [METRIC]. Deliver: 1) the observed lift with a confidence interval, 2) whether the sample supports a decision at all, 3) threats to validity you can see, including novelty effects, sample ratio mismatch and peeking, 4) a plain-language recommendation, 5) what you would need to be confident. If the result is inconclusive, say so plainly rather than finding a story in it.

AI Prompt for Cohort Analysis Setup

dataAny AIIntermediate
Design a cohort analysis for [PRODUCT/APP] to understand user retention. Data available: - User signup date - [LIST KEY EVENTS: e.g., first purchase, feature usage, subscription renewal] Create: 1. Cohort definition strategy (weekly vs monthly, by signup date vs first action) 2. SQL query to build the cohort retention table 3. How to read and interpret the cohort matrix 4. Key patterns to look for (improving vs declining cohorts) 5. Action items for each retention drop-off pattern 6. Visualization recommendation (heatmap with conditional coloring)

AI Prompt for Data Quality Validation Rules

dataAny AIIntermediate
Create data quality validation rules for my [TABLE/DATASET NAME] that contains [DESCRIBE DATA]. Columns: [LIST COLUMN NAMES AND EXPECTED TYPES] Generate validation rules for: 1. Completeness: which fields must not be null 2. Uniqueness: which fields or combinations must be unique 3. Range checks: valid min/max for numeric fields 4. Format validation: regex patterns for strings (emails, phones, codes) 5. Referential integrity: foreign key relationships to check 6. Freshness: expected update frequency and staleness threshold 7. Business logic: cross-field validation rules Output as SQL queries or Python assertions.

AI Prompt for ETL Pipeline Design

dataChatGPT / ClaudeAdvanced
Design an ETL pipeline for [USE CASE: e.g., syncing e-commerce data to a data warehouse]. Sources: [LIST DATA SOURCES] Destination: [DATA WAREHOUSE: BigQuery/Snowflake/Redshift] Volume: approximately [X] rows per day Freshness requirement: [real-time / hourly / daily] Provide: 1. Architecture diagram (describe the components and data flow) 2. Extract: connection method and incremental vs full load strategy 3. Transform: data cleaning rules, deduplication, schema mapping 4. Load: merge strategy (upsert/append/replace) 5. Error handling: dead letter queue, retry logic, alerting 6. Monitoring: key metrics (lag, row counts, failure rate)

AI Prompt for Funnel Drop-Off Analysis

dataAny AIIntermediate
Analyze my conversion funnel and identify optimization opportunities. Funnel stages and conversion rates: 1. [STAGE 1, e.g., Landing page]: [X] visitors 2. [STAGE 2, e.g., Signup form]: [X] users ([X%] conversion) 3. [STAGE 3, e.g., Onboarding]: [X] users ([X%] conversion) 4. [STAGE 4, e.g., First purchase]: [X] users ([X%] conversion) 5. [STAGE 5, e.g., Repeat purchase]: [X] users ([X%] conversion) For each stage transition, provide: - Is this rate good, average, or poor for [INDUSTRY]? - Top 3 likely reasons for drop-off - Specific improvements to test - Expected impact (estimated % lift)

AI Prompt for Google Analytics Report Summary

dataAny AIBeginner
Summarize this Google Analytics data into an actionable report for [STAKEHOLDER: CEO/marketing team/client]. Period: [DATE RANGE] Key metrics: - Sessions: [X] (vs [X] previous period) - Users: [X] (vs [X]) - Bounce rate: [X%] (vs [X%]) - Top pages: [LIST TOP 5] - Top sources: [LIST TOP 5] - Conversion rate: [X%] (vs [X%]) Provide: 1. Performance summary (up/down/flat, why) 2. Top 3 wins to celebrate 3. Top 3 concerns to address 4. Specific action items with owners and deadlines

AI Prompt for Predictive Model Feature Selection

dataChatGPT / ClaudeAdvanced
Help me select features for a predictive model. Objective: Predict [TARGET VARIABLE] Dataset: [NUMBER] rows, [NUMBER] features Feature list: [PASTE FEATURE NAMES AND DESCRIPTIONS] For each feature, assess: 1. Likely predictive power (high/medium/low) with reasoning 2. Potential data leakage risk 3. Multicollinearity concern (which other features it may correlate with) 4. Missing data handling strategy 5. Feature engineering suggestions (interactions, bins, transformations) Recommend a final feature set for the first model iteration.

ChatGPT Prompt for Survey Data Analysis

dataAny AIBeginner
Analyze the following survey results and generate insights. Survey topic: [TOPIC] Respondents: [NUMBER] people, [DESCRIBE DEMOGRAPHIC] Questions and response data: [PASTE SURVEY DATA OR KEY FINDINGS] Provide: 1. Executive summary (3-5 key takeaways) 2. Statistical highlights (percentages, trends, notable outliers) 3. Cross-tabulation insights (correlations between questions) 4. Sentiment analysis of open-ended responses (if included) 5. Limitations and caveats of the data 6. Recommended next steps or follow-up questions 7. 3 suggested chart types to visualize the findings

Dashboard KPI Designer

dataClaude / ChatGPTIntermediate
Design a KPI dashboard for a [BUSINESS TYPE: SaaS/e-commerce/agency/startup]. Role: [WHO VIEWS IT: CEO/CMO/PM/Sales]. Include: 1) 5-7 primary KPIs with definitions and calculation formulas, 2) Target benchmarks for each (industry standard), 3) Dashboard layout sketch (which charts go where), 4) Chart type recommendation for each metric (line, bar, gauge, table), 5) Time period filters needed, 6) Alert thresholds (when to flag red/yellow/green), 7) Data sources and refresh frequency.

Dashboard KPI Selector

dataAny AIIntermediate
Design a KPI dashboard for [ROLE/DEPARTMENT] at a [COMPANY TYPE]. Select 8-12 key metrics organized into: leading indicators (predictive), lagging indicators (outcome), and health metrics (operational). For each KPI: define the metric, calculation formula, data source, update frequency, benchmark/target, and red/yellow/green thresholds.

Dashboard Spec Writer

dataAny AIIntermediate
Write a spec for a dashboard answering this question: [QUESTION]. Audience: [WHO] who will look at it [HOW OFTEN]. Deliver: 1) the single headline number and its comparison, 2) three to five supporting charts, each with the chart type and the reason that type suits the data, 3) the filters worth having and the ones that would just add noise, 4) what a reader should do differently after looking at it, 5) what to leave off deliberately.

Data Analysis Report Template

dataClaudeAdvanced
I have a dataset about [DESCRIBE DATA] with [NUMBER] rows and these columns: [LIST COLUMNS]. Write a Python analysis script using pandas that: 1) Loads and cleans the data (handle missing values, duplicates, outliers), 2) Generates descriptive statistics, 3) Creates 5 visualizations (matplotlib/plotly) that reveal key insights, 4) Performs [SPECIFIC ANALYSIS: correlation, trends, segmentation], 5) Outputs a summary with 3-5 actionable findings. Include comments explaining each step.

Data Cleaning Checklist

dataAny AIIntermediate
Create a data cleaning checklist for a dataset about [DATA DESCRIPTION]. Cover: identifying and handling missing values (strategy for each column), detecting and treating outliers, standardizing formats (dates, currencies, text casing), removing duplicates (define matching criteria), validating data types, cross-field consistency checks, and documentation of all transformations applied.

Data Storytelling Script

dataAny AIIntermediate
Turn this data into a compelling narrative for [AUDIENCE: executives/board/team/investors]: [PASTE DATA OR KEY FINDINGS] Structure: opening hook (surprising finding), context (why this matters now), 3 key insights with supporting data points, implications for the business, recommended actions (3, ranked by impact), and a memorable closing statement. Suggest 3 chart types to visualize the most important findings.

Dataset Quality Report

dataAny AIIntermediate
Here is a sample of my dataset with column names and 20 rows: [PASTE SAMPLE]. Produce a data quality report covering: 1) inferred type and meaning per column, 2) missing values and whether missingness looks random or systematic, 3) outliers with the rule you used to flag them, 4) suspected duplicates, 5) columns that appear to encode the same thing twice, 6) the three checks I should run before trusting any analysis of this.

Excel Formula Assistant

dataAny AIBeginner
I am working in Excel/Google Sheets with data structured as: [DESCRIBE COLUMNS AND SAMPLE DATA]. I need a formula that [DESCRIBE WHAT YOU WANT]. Provide: 1) The formula with cell references, 2) Step-by-step explanation of how it works, 3) A simpler alternative if the formula is complex, 4) Common errors to watch for, 5) How to drag/copy the formula across rows. If the task is better solved with a pivot table or Power Query, explain that approach instead.

Metric Definition Sheet

dataAny AIIntermediate
Write precise definitions for these metrics: [LIST METRICS]. Business context: [DESCRIBE]. For each: 1) a one-sentence definition a new hire could not misread, 2) the exact numerator and denominator, 3) which records are excluded and why, 4) the time grain and timezone, 5) the most common way this metric gets miscalculated, 6) one metric it should never be compared against directly.

SQL Query Builder

dataClaude / ChatGPTIntermediate
I have a database with these tables: [DESCRIBE TABLES AND KEY COLUMNS]. Write SQL queries for: 1) [QUERY 1 DESCRIPTION], 2) [QUERY 2 DESCRIPTION], 3) [QUERY 3 DESCRIPTION]. For each query: provide the SQL, explain the logic step by step, suggest an index that would improve performance, and show expected output format. Use [PostgreSQL/MySQL/SQLite] syntax. Include CTEs for complex queries rather than nested subqueries.

SQL Query Optimizer

dataAny AIAdvanced
Analyze this SQL query for performance issues and rewrite it optimized: [PASTE SQL QUERY] Check for: missing indexes, unnecessary JOINs, SELECT * usage, subquery vs JOIN opportunities, WHERE clause optimization, proper use of LIMIT/OFFSET, and N+1 query patterns. Explain each optimization and estimate the performance improvement.

🏢Business 26

Strategy, planning, and decisions

12-Slide Pitch Deck Outline

businessAny AIAdvanced
Create a 12-slide pitch deck outline for [STARTUP/PRODUCT]. Slides: 1) Hook/problem 2) Solution 3) Market size (TAM/SAM/SOM) 4) Business model 5) Traction/milestones 6) Product demo highlights 7) Go-to-market strategy 8) Competitive landscape 9) Team 10) Financials (3-year projection) 11) The ask 12) Vision. Include talking points and data suggestions for each slide.

AI Prompt for Business Process Automation Map

businessChatGPT / ClaudeAdvanced
Map out automation opportunities for the [DEPARTMENT] department at [COMPANY TYPE]. Current manual processes: [DESCRIBE 3-5 MANUAL PROCESSES] For each process, provide: 1. Current state: steps, people involved, time spent per week 2. Automation recommendation: tool/approach (Zapier, custom script, AI agent, RPA) 3. Implementation complexity (low/medium/high) 4. Estimated time savings per week 5. Cost to implement vs annual savings (ROI calculation) 6. Risk assessment and mitigation plan Prioritize by ROI and create a 90-day implementation roadmap.

AI Prompt for Customer Churn Analysis

businessAny AIIntermediate
Analyze customer churn for my [BUSINESS TYPE] business and create a retention strategy. Context: - Monthly churn rate: [X%] - Average customer lifetime: [X months] - Top reasons customers leave: [LIST IF KNOWN] - Current retention efforts: [DESCRIBE] Provide: 1. Churn prediction indicators (behavioral signals that precede cancellation) 2. Segmented retention strategies for: at-risk, recently churned, long-term customers 3. Win-back email sequence (3 emails with subject lines and key messaging) 4. Product improvements that directly address churn reasons 5. Metrics to track weekly/monthly

AI Prompt for Stakeholder Communication Plan

businessAny AIBeginner
Create a stakeholder communication plan for [PROJECT/INITIATIVE]. Stakeholders: - [STAKEHOLDER GROUP 1]: role and interest level - [STAKEHOLDER GROUP 2]: role and interest level - [STAKEHOLDER GROUP 3]: role and interest level For each stakeholder group, define: 1. Communication frequency (daily/weekly/monthly/milestone-based) 2. Preferred channel (email, Slack, meeting, report) 3. Level of detail (executive summary, detailed, technical) 4. Key messages and framing 5. Escalation triggers Include a RACI matrix for key project decisions.

AI Prompt for Unit Economics Calculator

businessAny AIIntermediate
Calculate and analyze unit economics for my [BUSINESS MODEL: SaaS/e-commerce/marketplace/subscription box]. Inputs: - Average revenue per user (ARPU): $[X]/month - Customer acquisition cost (CAC): $[X] - Gross margin: [X%] - Monthly churn rate: [X%] - Average support cost per user: $[X]/month Calculate: 1. Customer lifetime value (LTV) using both simple and DCF methods 2. LTV:CAC ratio (and whether it is healthy) 3. Months to recover CAC (payback period) 4. Contribution margin per user 5. Break-even analysis 6. Sensitivity table: how metrics change if churn improves by 1-3%

AI Prompt for Vendor Evaluation Scorecard

businessAny AIIntermediate
Create a vendor evaluation scorecard to compare [NUMBER] vendors for [PRODUCT/SERVICE CATEGORY]. Vendors to evaluate: 1. [VENDOR 1] 2. [VENDOR 2] 3. [VENDOR 3] Evaluation criteria (weight each 1-5 by importance): - Pricing and total cost of ownership - Feature completeness for our requirements: [LIST KEY REQUIREMENTS] - Implementation timeline and complexity - Customer support quality and SLA - Security and compliance certifications - Integration with our existing stack: [LIST CURRENT TOOLS] Output as a weighted scoring matrix with a recommendation.

AI Prompt to Write a Partnership Proposal

businessAny AIIntermediate
Write a partnership proposal for [YOUR COMPANY] to partner with [TARGET COMPANY]. Partnership type: [co-marketing / integration / reseller / affiliate / joint venture] Include: 1. Executive summary (2-3 sentences on the opportunity) 2. About your company (credibility, audience size, relevant metrics) 3. Partnership value proposition: what is in it for them 4. Proposed partnership structure and terms 5. Revenue/growth projections for both parties 6. Implementation timeline (30/60/90 days) 7. Success metrics and reporting cadence 8. Next steps and call to action

Board Meeting Preparation Prompt

businessChatGPT / ClaudeAdvanced
Prepare materials for a board meeting for [COMPANY NAME], a [STAGE] startup in [INDUSTRY]. Current metrics: - ARR/Revenue: [AMOUNT] - Growth rate: [X%] MoM - Burn rate: [AMOUNT]/month - Runway: [X months] Generate: 1. Executive summary (1 paragraph) 2. Financial overview with key metrics table 3. Product update: milestones hit, roadmap next quarter 4. Go-to-market update: pipeline, conversion rates, CAC/LTV 5. Team update: hires, departures, org chart changes 6. Key decisions needed from the board (frame as clear asks) 7. Risk register: top 3 risks with mitigation plans

Board Update Memo

businessAny AIIntermediate
Write a monthly board update for [COMPANY]. Inputs: highlights [LIST], lowlights [LIST], key metrics with last month's comparison [LIST], asks [LIST]. Structure: 1) three-line summary, 2) metrics table with movement and one line of commentary each, 3) what went wrong and what we are changing, 4) specific asks with names and dates, 5) risks we are watching. Lead with the bad news. Do not editorialise the numbers.

Competitive Analysis Framework

businessClaude / ChatGPTAdvanced
Conduct a competitive analysis of [YOUR COMPANY] against [COMPETITOR 1], [COMPETITOR 2], and [COMPETITOR 3]. Analyze: 1) Product/service comparison (features, quality, UX), 2) Pricing strategies, 3) Market positioning, 4) Target audience overlap, 5) Marketing channels used, 6) Strengths and weaknesses of each, 7) Market gaps and opportunities. Present as a comparison matrix + strategic recommendations.

Customer Success Playbook

businessClaudeAdvanced
Create a customer success playbook for [PRODUCT TYPE: SaaS/service/platform]. Customer segments: [LIST]. Include: 1) Onboarding workflow (first 30 days timeline), 2) Health score model (5-7 metrics with weights), 3) Expansion trigger events, 4) At-risk intervention plays, 5) QBR (Quarterly Business Review) template, 6) Renewal process (90-day countdown), 7) Churn post-mortem template, 8) Email templates for each stage (welcome, check-in, value delivered, renewal).

Financial Model Assumptions

businessAny AIAdvanced
Define financial model assumptions for a [BUSINESS TYPE] startup. Include: revenue drivers (pricing tiers, conversion rates, churn), cost structure (fixed vs variable, unit economics), growth assumptions (monthly growth rate, CAC, LTV), staffing plan (roles and timing), capital expenditure schedule, and working capital assumptions. For each assumption, provide a base case, bull case, and bear case scenario with reasoning.

Investor Pitch Deck Outline

businessClaudeAdvanced
Create a pitch deck outline for [COMPANY] seeking [AMOUNT] in [STAGE: seed/Series A/B] funding. Industry: [INDUSTRY]. Include slide-by-slide breakdown: 1) Title + one-liner, 2) Problem (with market data), 3) Solution + demo, 4) Market size (TAM/SAM/SOM), 5) Business model, 6) Traction & metrics, 7) Competition + differentiation, 8) Go-to-market strategy, 9) Team, 10) Financial projections (3-year), 11) The Ask + use of funds, 12) Closing/vision. Include speaker notes for each slide.

Meeting Agenda & Follow-up

businessAny AIBeginner
Create a structured meeting agenda for a [MEETING TYPE: standup/planning/review/brainstorm] with [NUMBER] participants about [TOPIC]. Include: 1) Meeting objective (1 sentence), 2) Pre-meeting prep for attendees, 3) Timed agenda items (total: [DURATION] minutes), 4) Discussion questions for each item, 5) Template for meeting notes, 6) Follow-up email template with action items format.

Meeting Agenda Template

businessAny AIBeginner
Create a structured meeting agenda for a [MEETING TYPE] meeting about [TOPIC]. Include: meeting purpose (1 sentence), attendees needed, pre-read materials, timed agenda items (total 45 minutes), decision items vs. discussion items, action item template, and follow-up timeline. Ensure the most important decisions come first.

OKR Framework Builder

businessClaude / ChatGPTIntermediate
Create OKRs (Objectives and Key Results) for [TEAM/DEPARTMENT] for [TIME PERIOD: Q1/Q2/annual]. Company mission: [MISSION]. Top company objectives: [LIST]. Create: 1) 3-4 team objectives (inspiring, qualitative), 2) 3-5 key results per objective (measurable, time-bound, ambitious), 3) Leading indicators for each KR, 4) Weekly check-in template, 5) Scoring rubric (0.0-1.0 scale), 6) Common pitfalls to avoid. Ensure alignment with company-level OKRs.

OKR Generator

businessAny AIIntermediate
Generate quarterly OKRs for [TEAM/DEPARTMENT] focused on [STRATEGIC GOAL]. Create 3 objectives, each with 3-4 measurable key results. Each key result should have: a specific metric, current baseline, target value, and owner. Ensure objectives are ambitious but achievable and key results follow the 70% achievement benchmark.

One-Page Business Plan Generator

businessAny AIBeginner
Create a one-page business plan for [BUSINESS IDEA]. Target market: [DESCRIBE TARGET CUSTOMER] Revenue model: [DESCRIBE HOW YOU MAKE MONEY] Include these sections (keep each to 2-3 sentences): - Problem: what pain point you solve - Solution: your product/service - Target Market: who and how big - Revenue Streams: how you make money - Cost Structure: main expenses - Key Metrics: 3-5 KPIs to track - Competitive Advantage: why customers choose you - Team: key roles needed - 12-Month Milestones: 4 quarterly goals

Post-Mortem Facilitator

businessClaude / ChatGPTIntermediate
Facilitate a blameless post-mortem for this incident: [DESCRIBE WHAT HAPPENED, WHEN, AND IMPACT]. Produce: 1) a timeline of events with detection, escalation and resolution marked, 2) contributing factors grouped into technical, process and communication, 3) what went right and is worth keeping, 4) action items with an owner slot and a due date slot, each one testable, 5) the questions still unanswered. Attribute causes to systems and conditions, never to individuals.

Pricing Model Comparison

businessAny AIIntermediate
Design a pricing strategy for [PRODUCT/SERVICE]. Analyze: cost-plus pricing (calculate with margins), value-based pricing (estimate willingness to pay), competitive pricing (benchmark 3-5 competitors), and freemium model feasibility. Recommend a pricing structure with: number of tiers (2-4), features per tier, price points, and annual vs monthly discount. Include a sensitivity analysis: what happens to revenue if price changes ±20%.

Pricing Strategy Framework

businessClaude / ChatGPTAdvanced
Help me develop a pricing strategy for [PRODUCT/SERVICE]. Current situation: [DESCRIBE]. Competitors charge: [LIST COMPETITOR PRICES]. My costs: [ROUGH COSTS]. Provide: 1) Analysis of 3 pricing models (freemium, tiered, usage-based) with pros/cons for my case, 2) Recommended pricing tiers (name, price, features per tier), 3) Psychological pricing tactics to apply, 4) Launch vs. mature pricing recommendations, 5) Metrics to track for pricing optimization, 6) A/B testing plan for pricing page.

Privacy Policy Checklist

businessAny AIIntermediate
Create a privacy policy compliance checklist for [APP/WEBSITE]. Cover GDPR, CCPA, and general best practices. Sections: what data you collect (categories), how you collect it (forms, cookies, analytics), why you collect it (legal basis), who you share it with (third parties), how long you store it (retention periods), user rights (access, deletion, portability), cookie consent requirements, children's data (COPPA), and data breach notification procedures. Mark each item as implemented/pending.

SOW & Proposal Template

businessClaudeAdvanced
Draft a Statement of Work (SOW) / proposal for [PROJECT TYPE] for client [CLIENT DESCRIPTION]. Scope: [DESCRIBE]. Include: 1) Executive summary, 2) Project objectives, 3) Scope of work (deliverables with descriptions), 4) Out of scope (explicitly stated), 5) Timeline with milestones, 6) Team and responsibilities, 7) Pricing table (itemized), 8) Payment terms, 9) Assumptions and dependencies, 10) Acceptance criteria, 11) Change request process. Professional but not overly legal.

SWOT Analysis Generator

businessClaude / ChatGPTIntermediate
Conduct a comprehensive SWOT analysis for [COMPANY/PRODUCT] in the [INDUSTRY] market. For each quadrant (Strengths, Weaknesses, Opportunities, Threats), provide: 5-7 specific points with brief explanations. Then provide: 1) SO strategies (use strengths to capture opportunities), 2) WO strategies (overcome weaknesses via opportunities), 3) ST strategies (use strengths to counter threats), 4) WT strategies (minimize weaknesses and avoid threats). Format as a clear matrix.

Terms of Service Outline

businessAny AIAdvanced
Outline a Terms of Service document for [APP/SERVICE]. Cover: service description, eligibility requirements, account creation and security, acceptable use policy (what users can and cannot do), intellectual property rights, user-generated content policy, payment terms and refund policy, limitation of liability, dispute resolution (arbitration vs litigation), termination conditions, and governing law. Note: this is a starting point, always have a lawyer review.

Vendor Evaluation Scorecard

businessAny AIIntermediate
Build a scorecard to evaluate vendors for [NEED]. Candidates: [LIST]. Deliver: 1) 8 to 10 weighted criteria tied to our actual constraints, with the weighting rationale, 2) what evidence counts as proof for each criterion, so we score facts rather than impressions, 3) the disqualifying conditions, 4) the questions to ask each vendor that they cannot answer with marketing copy, 5) how to score a criterion where a vendor simply will not tell us.

🏢Productivity 19

Getting through the week with less friction

AI Prompt for Email Template Library Builder

productivityAny AIBeginner
Create a library of email templates for common professional situations. My role: [JOB TITLE] Industry: [INDUSTRY] Tone: [formal / semi-formal / casual] Generate templates for: 1. Introducing yourself to a new contact 2. Following up after a meeting (same day) 3. Requesting a deadline extension 4. Declining a meeting politely 5. Asking for feedback on work 6. Sharing bad news or a delay 7. Requesting an introduction to someone 8. Thank you after receiving help Each template: subject line, body (under 150 words), [VARIABLES] for personalization, timing advice.

AI Prompt for Personal Knowledge Management System

productivityAny AIIntermediate
Design a personal knowledge management (PKM) system for a [ROLE: developer / researcher / marketer / student]. Tools I use: [LIST: Notion / Obsidian / Google Docs / etc.] Types of content I save: [articles, meeting notes, code snippets, research papers, ideas] Weekly volume: approximately [X] items Create: 1. Folder/tag taxonomy (categories and subcategories) 2. Note-taking template for each content type 3. Capture workflow: how to quickly save from different sources 4. Processing workflow: how to review and organize weekly 5. Retrieval strategy: how to find things when needed 6. Connection strategy: how to link related ideas across topics

Calendar Audit and Time Reclaim

productivityAny AIIntermediate
Here is a typical week from my calendar: [PASTE MEETINGS WITH DURATION AND ATTENDEE COUNT]. My role: [ROLE]. What I am actually measured on: [OUTCOMES]. Analyse: 1) hours spent by category, and the share going to work only I can do, 2) meetings I could leave, shorten, or turn into a written update, with the sentence to send, 3) recurring meetings that have outlived their reason, 4) how much uninterrupted time I have in blocks over 90 minutes, 5) the one change that reclaims the most hours for the least political cost.

Decision Log Entry

productivityAny AIBeginner
Write a decision log entry. Decision: [WHAT WE DECIDED]. Context: [SITUATION]. Options considered: [LIST]. Capture: 1) the decision in one sentence, 2) the date and who decided, 3) why this option over the others, in terms of the trade-off accepted, 4) what we expect to be true if it was right, 5) what would make us revisit it, 6) the assumption most likely to be wrong.

Decision Matrix Builder

productivityAny AIIntermediate
Help me make a decision about [DECISION]. Create a weighted decision matrix. Criteria to evaluate: [LIST CRITERIA or suggest relevant ones]. Options to compare: [LIST OPTIONS]. For each criterion, suggest a weight (1-5 based on importance), then score each option (1-10). Calculate weighted totals and provide a clear recommendation with reasoning.

Decision-Making Framework

productivityClaudeBeginner
Help me make a decision about [DECISION]. Options I am considering: [OPTION A], [OPTION B], [OPTION C]. My priorities: [LIST PRIORITIES]. Constraints: [LIST CONSTRAINTS]. Please: 1) Create a weighted scoring matrix (1-10) for each option against my priorities, 2) List pros/cons for each, 3) Identify risks and mitigation strategies, 4) Recommend the best option with reasoning, 5) Suggest what information I should gather before deciding.

Delegation Brief Template

productivityAny AIIntermediate
Create a delegation brief for handing off [TASK/PROJECT] to [ROLE/PERSON]. Include: task description, desired outcome (what done looks like), constraints and non-negotiables, resources and access needed, decision-making authority (what they can decide vs. what needs approval), milestones and check-in dates, communication preferences, and what success looks like. Keep it to one page.

Email Inbox Zero System

productivityAny AIBeginner
I receive approximately [NUMBER] emails per day. My current pain points: [DESCRIBE]. Create a complete email management system: 1) Folder/label structure with rules for auto-sorting, 2) Template responses for common email types (list 5), 3) Daily email processing routine (timed), 4) Rules for when to reply, delegate, defer, or delete, 5) Weekly email cleanup checklist. Optimize for [EMAIL CLIENT: Gmail/Outlook].

Inbox Zero Strategy

productivityAny AIBeginner
Create a personalized email management strategy for [MY ROLE]. Include: folder/label structure (max 8 categories), rules for auto-sorting by sender type, a triage system (respond/delegate/defer/delete decision tree), time-blocking recommendations for email processing, templates for the 5 most common reply types in my role, and metrics to track (response time, inbox count at EOD). Goal: process email in under 30 minutes daily.

Inbox Zero Triage Rules

productivityAny AIIntermediate
Help me design email triage rules. My role: [ROLE]. Typical daily volume: [NUMBER]. The senders and topics that genuinely need me: [LIST]. Produce: 1) four to six categories with a clear rule for what lands in each, 2) the action and target response time per category, 3) filter or label rules I can set up mechanically, 4) templates for the three replies I send most often, 5) the category most likely to swallow something important, and the safeguard for it.

Meeting Notes to Action Items

productivityAny AIBeginner
Here are my raw meeting notes: [PASTE MEETING NOTES] Please: 1) Write a clean summary (3-5 bullet points of key decisions), 2) Extract all action items with owner and deadline, 3) List any open questions that need follow-up, 4) Identify any risks or blockers mentioned, 5) Draft a follow-up email to attendees with the summary and action items. Format the action items as a table: Task | Owner | Deadline | Priority.

Morning Routine Optimizer

productivityAny AIBeginner
Help me design a productive morning routine. I wake up at [TIME], need to leave/start work by [TIME]. Current habits I want to keep: [LIST]. Goals: [ENERGY/FOCUS/HEALTH/CREATIVE]. Create: 1) Minute-by-minute schedule, 2) Explain the science behind each activity placement, 3) Two versions (weekday and weekend), 4) 30-day habit stacking plan (start simple, build up), 5) Recovery plan for when I miss a day. Account for: [CONSTRAINTS: kids, gym, commute, etc.].

Notion/Workspace Setup Guide

productivityClaudeAdvanced
Design a complete Notion workspace for a [TEAM TYPE: startup/marketing/engineering/freelancer] team of [SIZE]. Include: 1) Database structure (what databases, what properties), 2) Page hierarchy and navigation, 3) Dashboard views (what each role sees), 4) Templates for recurring items (meeting notes, project briefs, weekly reviews), 5) Automation suggestions (Notion API or Zapier), 6) Naming conventions, 7) Permission structure. Provide the actual template content, not just descriptions.

Process Automation Identifier

productivityAny AIIntermediate
Analyze my workflow for automation opportunities. Here is what I do regularly: [DESCRIBE YOUR WEEKLY TASKS]. For each task, evaluate: time spent per week, repeatability score (1-5), complexity score (1-5), error rate impact, and automation feasibility. Recommend specific tools (Zapier, Make, n8n, or custom scripts) for each automatable task. Estimate time saved per week after automation.

SOP Document Writer

productivityAny AIIntermediate
Write a Standard Operating Procedure for [PROCESS]. Include: purpose and scope, roles and responsibilities, required tools/systems, step-by-step instructions (numbered with sub-steps), decision points with if/then logic, quality checkpoints, common errors and troubleshooting, and version/review date. Write for someone doing this task for the first time.

Standard Operating Procedure Writer

productivityAny AIIntermediate
Write an SOP for [PROCESS] performed by [ROLE] [FREQUENCY]. Deliver: 1) purpose and the trigger that starts it, 2) prerequisites and access needed, 3) numbered steps, each a single action with the expected result, 4) decision points with the criteria for each branch, 5) common failure modes and how to recover, 6) how to tell the process finished correctly. Write for someone doing it for the first time without help.

Weekly Planning Template

productivityAny AIBeginner
Help me plan my week. My top priorities are: [LIST 3-5 PRIORITIES]. My available work hours: [HOURS/DAY]. Recurring commitments: [LIST]. Create: 1) A prioritized task list using Eisenhower matrix, 2) Time-blocked daily schedule (Mon-Fri), 3) Buffer time for unexpected tasks, 4) End-of-day review checklist, 5) Weekly review questions. Include breaks and focus time blocks.

Weekly Priorities Triage

productivityAny AIBeginner
Here is everything on my plate this week: [PASTE LIST]. My role: [ROLE]. The one outcome that matters most: [OUTCOME]. Sort into: 1) do first, because it moves the outcome, 2) do because it will get worse if delayed, 3) delegate, with a one-line handover note for each, 4) drop, with the consequence of dropping it stated plainly. Then tell me which single item I am most likely to avoid, and why.

Weekly Review Template

productivityAny AIBeginner
Create a weekly review template I can fill out every Friday. Sections: What I accomplished this week (wins), What didn't go as planned (lessons), Key metrics/numbers update, Top 3 priorities for next week, Blocked items needing help, One thing I learned, Energy/satisfaction rating (1-10). Keep it to one page maximum.

🏢HR & People 15

Hiring, onboarding, and managing people

AI Prompt for Employee Engagement Survey Design

hrAny AIIntermediate
Design an employee engagement survey for a [COMPANY SIZE] company in [INDUSTRY]. Survey goals: [WHAT YOU WANT TO MEASURE] Frequency: [quarterly / biannual / annual] Anonymous: [yes/no] Create: 1. 15-20 survey questions across these dimensions: - Job satisfaction (3-4 questions) - Manager relationship (3-4 questions) - Growth and development (3-4 questions) - Company culture and values (3-4 questions) - Work-life balance (2-3 questions) 2. Rating scale recommendation (5-point vs 7-point, with labels) 3. 2-3 open-ended questions for qualitative insights 4. Results analysis framework (what scores mean and action thresholds)

Compensation Band Rationale

hrAny AIAdvanced
Help me document the rationale for a compensation band for [ROLE] at [LEVEL] in [LOCATION]. Inputs: market data I have [PASTE], internal comparators [PASTE], budget constraint [AMOUNT]. Produce: 1) the proposed band with entry, mid and top, 2) what a person at each point of the band looks like in terms of scope and autonomy, 3) how this sits against internal equity, 4) the rationale in language that can be shared with the candidate, 5) the questions this will provoke from existing staff and honest answers to them. Do not invent market figures I have not supplied.

Difficult Conversation Script

hrClaudeIntermediate
Help me prepare for a difficult conversation with [WHO] about [ISSUE]. Context: [BACKGROUND]. Desired outcome: [OUTCOME]. Prepare: 1) the opening two sentences, specific and non-accusatory, 2) the evidence to cite and the evidence to leave out, 3) three likely responses and how to handle each without escalating, 4) the line I should not cross, 5) what agreement looks like and how to close on it, 6) what to do if we do not reach it today.

Employee Onboarding Checklist

hrAny AIBeginner
Create a 30-day onboarding checklist for a new [ROLE] at [COMPANY TYPE]. Organize by: Pre-start (IT setup, accounts, welcome package), Week 1 (orientation, team intros, tool training), Week 2 (shadow sessions, first small project), Week 3-4 (independent work, 1:1 with manager, 30-day check-in). Include who is responsible for each item and completion checkboxes.

Employee Survey Designer

hrAny AIIntermediate
Design an employee survey to understand [TOPIC] at a [SIZE] company. Deliver: 1) 10 to 15 questions mixing scale and open response, 2) for each, what decision the answer will inform, and cut any question that informs nothing, 3) wording checked for leading phrasing and social desirability bias, 4) how to protect anonymity at small team sizes, 5) what you will tell staff about what happens with the results, 6) the question most likely to produce results we then ignore.

Interview Question Bank

hrClaudeIntermediate
Create 20 interview questions for a [JOB TITLE] role at [SENIORITY LEVEL]. Include: 1) 5 behavioral questions (STAR format expected), 2) 5 situational questions (hypothetical scenarios), 3) 5 technical/skill-based questions with evaluation rubric, 4) 3 culture-fit questions, 5) 2 candidate-asks-you questions to prepare for. For each question: explain what you are really evaluating, provide a sample strong answer, and a red flag answer to watch for.

Interview Questions by Competency

hrAny AIIntermediate
Create 20 interview questions for a [ROLE] position. Organize into: behavioral questions (6, using STAR format prompts), technical/skill questions (6), culture fit questions (4), and situational questions (4). For each question, include what the interviewer should listen for in a strong answer. Add 3 red flag responses to watch for.

Job Description Writer

hrClaude / ChatGPTBeginner
Write a job description for a [JOB TITLE] at [COMPANY TYPE] company. Include: 1) Compelling opening paragraph (sell the role and mission), 2) Key responsibilities (8-10, starting with most impactful), 3) Required qualifications (separate must-haves from nice-to-haves), 4) Benefits and perks, 5) Salary range: [RANGE]. Avoid: gendered language, unnecessary degree requirements, jargon that excludes diverse candidates. Optimize for job board SEO with natural keyword placement. Tone: [PROFESSIONAL/CASUAL/STARTUP].

Onboarding 30-60-90 Plan

hrAny AIBeginner
Write a 30-60-90 day plan for a new [ROLE] joining [TEAM]. Their first project: [PROJECT]. For each phase give: the theme, three to five specific outcomes, who they should meet and why, what they should be able to do unsupervised by the end, and how their manager will know it is going well. Make day 1 to 5 concrete hour by hour. Keep the 30-day phase mostly about learning rather than delivery.

Onboarding Checklist Builder

hrAny AIBeginner
Create a comprehensive 90-day onboarding plan for a new [JOB TITLE] joining [TEAM/DEPARTMENT]. Include: Week 1 (setup, introductions, orientation), Week 2-4 (training, shadowing, first tasks), Month 2 (independent work, feedback), Month 3 (full productivity, goals). For each phase: specific tasks with owners, meetings to schedule, tools/access to provision, success milestones, check-in schedule. Include a buddy/mentor pairing recommendation.

Performance Review Draft

hrClaude / ChatGPTIntermediate
Draft a performance review for [ROLE] covering [PERIOD]. Evidence: [PASTE ACHIEVEMENTS, FEEDBACK, METRICS]. Structure: 1) summary judgement in two sentences, 2) strengths with a specific example each, 3) areas to develop, framed as the next capability rather than a character flaw, with an example each, 4) goals for next period that are observable, 5) what I as manager should do differently to support them. Use only the evidence provided, and mark gaps as [NEEDS EXAMPLE].

Performance Review Template

hrAny AIIntermediate
Create a performance review template for [ROLE/LEVEL]. Sections: goal achievement (rate 5 goals from last period), competency assessment (7 competencies rated 1-5), strengths (top 3 with examples), growth areas (2-3 with specific development actions), peer feedback summary, employee self-assessment prompts, SMART goals for next period (5), and overall rating with calibration guidance.

Performance Review Writer

hrClaude / ChatGPTIntermediate
Help me write a performance review for [EMPLOYEE NAME/ROLE]. Performance level: [EXCEEDS/MEETS/BELOW EXPECTATIONS]. Key accomplishments this period: [LIST]. Areas for growth: [LIST]. Write: 1) Overall summary paragraph, 2) 3-4 specific strength paragraphs with evidence, 3) 2-3 development area paragraphs (constructive, growth-oriented), 4) Goals for next period (SMART format), 5) Career development recommendations. Tone: honest, supportive, and specific. Avoid vague language.

Structured Interview Scorecard

hrAny AIIntermediate
Build an interview scorecard for [ROLE] at [LEVEL]. Deliver: 1) four to six competencies that actually predict success in this role, defined behaviourally, 2) for each, one question and the follow-up that gets past a rehearsed answer, 3) a 1 to 4 rating scale with a written anchor for every point, so scores mean the same thing across interviewers, 4) evidence the interviewer must record, 5) the competencies this interview cannot assess, and where they should be assessed instead.

Structured Job Description Spec

hrAny AIBeginner
Write a job description for a [JOB TITLE] at [COMPANY TYPE]. Include: job title, department, reporting structure, role summary (3 sentences), 8 key responsibilities, required qualifications (5), preferred qualifications (3), salary range placeholder, benefits highlights, and an inclusive equal opportunity statement. Tone: professional but approachable. Avoid gendered language.

🏢Customer Support 16

Replies, policies, and ticket triage

AI Prompt for Chatbot Conversation Flow Designer

customer supportAny AIIntermediate
Design a customer support chatbot conversation flow for [PRODUCT/WEBSITE]. Top customer intents to handle: 1. [INTENT 1, e.g., pricing questions] 2. [INTENT 2, e.g., account issues] 3. [INTENT 3, e.g., product how-to] 4. [INTENT 4, e.g., complaints] 5. [INTENT 5, e.g., sales inquiry] For each intent, provide: - Greeting and intent detection question - Decision tree with 2-3 branches - Quick-reply button options at each step - When to hand off to a human agent - Fallback message for unrecognized inputs Also include: welcome message, away message, and conversation closing script.

AI Prompt for Customer Satisfaction Survey Builder

customer supportAny AIBeginner
Create a customer satisfaction survey for [PRODUCT/SERVICE]. Survey trigger: [after purchase / after support ticket / quarterly / after onboarding] Target length: 5-8 questions (under 3 minutes to complete) Include: 1. Overall satisfaction (NPS or CSAT scale) 2. Specific experience rating questions (2-3) 3. Open-ended feedback question 4. Demographic or segmentation question (optional) 5. Follow-up permission question For each question, provide: - The question text - Answer format (1-10 scale, multiple choice, open text) - Why this question matters for business decisions Also include: email invitation text and thank-you message.

AI Prompt for Knowledge Base Article Writer

customer supportChatGPT / ClaudeAdvanced
Write a comprehensive knowledge base article for [TOPIC/FEATURE]. Product: [PRODUCT NAME] Target reader: [customer / internal team / new employee] Reader goal: [WHAT THEY WANT TO ACCOMPLISH] Article structure: 1. Title (clear, searchable, starts with action verb) 2. One-sentence summary 3. Prerequisites (what the reader needs before starting) 4. Step-by-step instructions (numbered, with expected outcomes at each step) 5. Screenshots/diagram descriptions 6. Troubleshooting section (3-5 common issues and fixes) 7. Related articles to link to Writing rules: present tense, second person, under 8th grade reading level.

AI Prompt for Support SLA and Escalation Policy

customer supportAny AIIntermediate
Create a customer support SLA and escalation policy for [COMPANY]. Support tiers: [e.g., free / pro / enterprise] Support channels: [email / chat / phone] Team size: [X support agents] Business hours: [HOURS AND TIMEZONE] Define: 1. Response time SLAs by priority (P1-P4) and tier 2. Resolution time targets by priority 3. Escalation matrix: when and to whom each priority escalates 4. On-call rotation structure for P1 issues 5. Internal communication template for escalations 6. Customer communication template during escalations 7. SLA breach consequences and recovery procedures

AI Prompt for Support Ticket Auto-Response Generator

customer supportAny AIIntermediate
Create automated response templates for common customer support ticket categories. Product/service: [DESCRIBE] Support channels: [email / chat / help desk] Generate templates for: 1. Password reset request 2. Billing/payment issue 3. Bug report acknowledgment 4. Feature request acknowledgment 5. Account cancellation request 6. Refund request 7. How-to question (with link to docs) 8. Outage/downtime notification Each template must: - Acknowledge the issue specifically - Set expectations for resolution time - Provide immediate self-help steps where possible - Sound human, not robotic

Angry Customer De-escalation

customer supportClaudeBeginner
A customer has written this: [PASTE MESSAGE]. Context I know: [BACKGROUND]. Draft a reply that: 1) acknowledges the specific thing that went wrong, without a generic apology, 2) says plainly what happened, if we know, 3) states what we are doing now with a time frame, 4) offers the remedy within [WHAT I CAN OFFER], 5) closes with a direct route back to a person. Do not be defensive, do not over-apologise, and do not promise anything I have not said I can give.

Chatbot Conversation Flow

customer supportAny AIAdvanced
Design a chatbot conversation flow for [USE CASE: order tracking / billing inquiry / technical troubleshooting / returns]. Map out: greeting and intent detection, 3-4 conversation branches with decision trees, information collection steps, API call points (where the bot queries systems), handoff criteria to human agent, fallback responses for unrecognized inputs, and conversation closing with satisfaction survey. Format as a decision tree.

Customer Feedback Analyzer

customer supportAny AIIntermediate
Analyze the following customer feedback and extract: overall sentiment (positive/negative/mixed with confidence score), key themes mentioned (tag each), specific feature requests, pain points with severity (critical/moderate/minor), compliments to share with the team, and 3 actionable recommendations. Group by theme and prioritize by frequency. [PASTE CUSTOMER FEEDBACK]

Escalation Decision Tree

customer supportAny AIAdvanced
Build an escalation decision tree for [PRODUCT] support. Tiers available: [DESCRIBE]. Produce: 1) the criteria that trigger escalation, written so two agents would decide the same way, 2) the tree itself with explicit branches, 3) what information must travel with the escalation so tier 2 does not start over, 4) the cases agents escalate unnecessarily and how to handle them in tier 1, 5) the case that must never sit in a queue, and its path.

Escalation Playbook

customer supportAny AIAdvanced
Create a customer escalation playbook for [COMPANY]. Include: escalation tiers (L1/L2/L3) with criteria for each, response time SLAs by severity, communication templates for each stage, when to involve engineering/management, de-escalation techniques for angry customers, post-incident review template, and metrics to track (MTTR, CSAT, repeat escalation rate).

FAQ Page Generator

customer supportAny AIBeginner
Generate 15 frequently asked questions and answers for [PRODUCT/SERVICE]. Organize by category: Getting Started (4), Features and Usage (4), Pricing and Billing (3), Troubleshooting (2), Account and Security (2). Each answer should be 2-3 sentences, direct, and include a link placeholder to relevant documentation.

Knowledge Base Article Template

customer supportAny AIBeginner
Write a knowledge base article about [TOPIC/ISSUE]. Structure: title (descriptive, under 8 words), summary (2 sentences), step-by-step solution (numbered, with screenshots described), common variations of this issue, related articles (suggest 3 titles), and troubleshooting checklist if the solution does not work. Write for a non-technical user. Reading level: 8th grade.

Macro Library Builder

customer supportAny AIIntermediate
Build a support macro library for [PRODUCT]. Our most common tickets: [LIST TOP 10]. For each: 1) a macro with placeholders for the details that must be personalised, 2) the conditions under which an agent should not use it, 3) a variant for a frustrated customer, 4) the follow-up that prevents a repeat ticket. Keep every macro under 120 words and make sure each one sounds like a person rather than a policy document.

Refund and Exception Policy Drafter

customer supportAny AIIntermediate
Draft a refund and exception policy for [PRODUCT] with pricing [DESCRIBE]. Deliver: 1) the standard policy in plain language, 2) the exceptions agents can approve without asking, with limits, 3) what needs a manager and why, 4) three edge cases and the reasoning to apply, 5) the internal-only guidance on when to make an exception anyway because the relationship is worth more than the amount, 6) the wording to decline a request without inviting an argument.

Support Response Templates

customer supportAny AIBeginner
Create 8 customer support response templates for [PRODUCT/SERVICE]. Cover: welcome/onboarding, feature request acknowledgment, bug report response, billing inquiry, cancellation save attempt, positive review thank you, negative feedback response, and escalation notification. Tone: empathetic, professional, solution-oriented. Include personalization placeholders.

Support Ticket Root Cause Tagger

customer supportClaude / ChatGPTAdvanced
Here are [NUMBER] support ticket subjects and first messages: [PASTE]. Cluster them by underlying root cause rather than surface symptom. Deliver: 1) the clusters with a count and a plain-language description of the actual cause, 2) which are product defects, which are UX or documentation gaps, and which are expectation mismatches from sales or marketing, 3) the three fixes that would remove the most tickets, 4) the cluster that looks small but signals something serious.

🎓Education 16

Teaching, learning, and explaining

AI Prompt for Adaptive Learning Path Generator

educationChatGPT / ClaudeAdvanced
Create a personalized learning path for mastering [SKILL/SUBJECT]. Current level: [beginner / intermediate / advanced] Time available: [X hours per week] Goal: [SPECIFIC OUTCOME, e.g., pass AWS certification, build a full-stack app] Preferred learning style: [video / reading / hands-on projects / mixed] Generate a structured plan with: 1. Prerequisites to verify first (with self-assessment questions) 2. Learning milestones (4-6 phases, each with clear completion criteria) 3. Resources for each milestone (free and paid options) 4. Practice projects that build on each other 5. Assessment checkpoints 6. Estimated timeline for the complete path

AI Prompt for Assignment Rubric Generator

educationAny AIIntermediate
Create a detailed grading rubric for [ASSIGNMENT TYPE: essay / presentation / project / lab report]. Subject: [SUBJECT] Grade level: [GRADE/LEVEL] Assignment description: [BRIEFLY DESCRIBE THE ASSIGNMENT] Rubric format: - 4-5 criteria (dimensions of quality) - 4 performance levels: Excellent (A), Proficient (B), Developing (C), Beginning (D/F) - Specific, observable descriptors for each cell - Point values that total [X] points Also provide: - Student-friendly version (simplified language) - Self-assessment checklist students can use before submitting - Common mistakes to address in assignment instructions

AI Prompt for Concept Analogy Explainer

educationAny AIBeginner
Explain [COMPLEX CONCEPT] using 3 different analogies for different audiences. Concept: [DESCRIBE THE CONCEPT] Field: [science / technology / business / philosophy] Analogy 1: For a 10-year-old (simple, fun, relatable to everyday life) Analogy 2: For a college student in a different field (more nuanced, general knowledge) Analogy 3: For a professional in a related field (precise, highlights key mechanics) For each analogy: - The analogy itself (2-3 sentences) - Where the analogy holds well - Where the analogy breaks down (important limitations) - A follow-up question to check understanding

AI Prompt for Interactive Quiz Generator

educationAny AIBeginner
Create a quiz to test understanding of [TOPIC]. Audience: [GRADE LEVEL OR AUDIENCE] Difficulty: [easy / medium / hard / mixed] Number of questions: [X] Question types to include: - [X] multiple choice (4 options each) - [X] true/false with explanation - [X] fill-in-the-blank - [X] short answer For each question: 1. The question text 2. Correct answer 3. Explanation of why it is correct 4. Common wrong answer and why students choose it Organize by difficulty: start easy, build to harder. Include a scoring guide.

AI Tutoring Prompt for Math Problem Solving

educationAny AIIntermediate
Act as a patient math tutor helping me solve this problem. Do NOT give the answer directly. Problem: [PASTE MATH PROBLEM] My level: [middle school / high school / college] Subject: [algebra / calculus / statistics / geometry] Teaching approach: 1. Ask me what I understand about the problem first 2. Guide me to identify what type of problem this is 3. Suggest the first step and ask me to try it 4. If I make an error, explain what went wrong conceptually 5. After solving, give me a similar practice problem 6. Connect this problem to real-world applications Use clear formatting with step numbers.

Concept Explainer at Three Levels

educationAny AIBeginner
Explain [CONCEPT] three times: 1) to a curious 10-year-old, using one concrete analogy and no jargon, 2) to a smart adult outside the field, including why it matters and the most common misunderstanding, 3) to someone in the field, precise and including the edge cases the simpler versions glossed over. Then state explicitly what the first two explanations sacrificed for clarity, so nobody walks away with a wrong model.

Course Curriculum Outline

educationAny AIAdvanced
Design an 8-week course curriculum for [SUBJECT/SKILL]. Include: course description, 3-5 learning outcomes, weekly breakdown with topic, readings, activities, and assignments. Add a capstone project description, grading breakdown (participation, assignments, midterm, final), required materials, and prerequisite knowledge. Target audience: [LEVEL].

Explain Like I'm 5 (ELI5)

educationAny AIBeginner
Explain [COMPLEX TOPIC] in the simplest possible terms, as if explaining to a 5-year-old. Use: 1) A relatable analogy from everyday life, 2) Simple vocabulary (no jargon), 3) A short story or scenario to illustrate the concept, 4) A "fun fact" that makes it memorable. Then provide the same explanation at three increasing levels: elementary school, high school, and college level. Show how the understanding deepens at each level.

Flashcard Set Generator

educationAny AIBeginner
Create a set of 20 flashcards for studying [SUBJECT/TOPIC] at [LEVEL]. For each card: Front (question or term), Back (concise answer with key details). Organize by subtopic. Include: 5 definition cards, 5 concept application cards, 5 comparison/contrast cards, 5 problem-solving cards. Add memory hooks or mnemonics where helpful. Format so each card can be directly imported into Anki or Quizlet (use | as separator).

Lesson Plan Builder

educationAny AIIntermediate
Create a 50-minute lesson plan for teaching [TOPIC] to [GRADE LEVEL/AGE GROUP]. Include: learning objectives (3, using Bloom's taxonomy verbs), warm-up activity (5 min), direct instruction (15 min), guided practice (15 min), independent practice (10 min), assessment check (5 min), differentiation for advanced and struggling learners, and materials needed.

Lesson Plan Creator

educationClaude / ChatGPTIntermediate
Create a detailed lesson plan for teaching [TOPIC] to [GRADE LEVEL/AUDIENCE]. Duration: [TIME]. Include: 1) Learning objectives (3-5, measurable), 2) Materials needed, 3) Warm-up activity (5 min), 4) Main instruction with scaffolding, 5) Guided practice activity, 6) Independent practice, 7) Assessment method, 8) Differentiation for advanced and struggling learners, 9) Homework/extension activity.

Research Paper Outline

educationClaudeAdvanced
Create a detailed outline for a research paper on [TOPIC] at [LEVEL: undergrad/graduate/doctoral] level. Include: 1) Thesis statement (arguable, specific), 2) Abstract (200 words), 3) Introduction with research question and significance, 4) Literature review structure (3-4 key themes), 5) Methodology section outline, 6) Expected findings/argument structure, 7) Discussion points, 8) Conclusion with implications, 9) 10 suggested sources to look for (describe the type, not fake citations). Citation style: [APA/MLA/Chicago].

Rubric Generator

educationAny AIIntermediate
Create an assessment rubric for [ASSIGNMENT TYPE] on [TOPIC]. Include 5 criteria, each with 4 performance levels: Exemplary (4), Proficient (3), Developing (2), Beginning (1). Write specific, observable descriptors for each cell. Add a row for total points and letter grade conversion. The rubric should be fair, transparent, and aligned with [LEARNING OBJECTIVES].

Socratic Tutoring Session

educationClaudeIntermediate
I want to learn [TOPIC]. Instead of explaining it directly, guide me through understanding it using the Socratic method. Ask me one thought-provoking question at a time. Based on my answer, either: a) Ask a follow-up question that builds on my understanding, b) Gently correct misconceptions with a guiding question, c) Confirm correct understanding and move to the next concept. Start with the most fundamental concept and progressively build complexity. Begin with your first question now.

Study Guide Creator

educationAny AIBeginner
Create a comprehensive study guide for [SUBJECT/EXAM]. Include: key concepts organized by topic, definitions of essential terms, important formulas or frameworks, common exam question types with example answers, memory aids (mnemonics, acronyms), a self-test section with 10 practice questions, and a study schedule for [TIMEFRAME].

Study Guide Generator

educationAny AIBeginner
Create a comprehensive study guide for [SUBJECT/TOPIC] at [LEVEL] level. Include: 1) Key concepts with clear definitions, 2) Important formulas/rules/dates, 3) Concept map showing relationships, 4) 10 practice questions (mix of difficulty), 5) Answer key with explanations, 6) Common mistakes to avoid, 7) Memory aids/mnemonics, 8) Recommended study schedule.

🎓Research 14

Finding, checking, and synthesizing evidence

AI Prompt for Literature Review Summarizer

researchClaudeAdvanced
I have [NUMBER] research papers about [TOPIC]. Summarize the key findings into a structured literature review. For each paper, extract: 1. Research question and hypothesis 2. Methodology (sample size, approach, tools) 3. Key findings (with specific data points) 4. Limitations acknowledged by the authors 5. How it relates to the other papers (agreements, contradictions, gaps) Then synthesize into: - Overall state of research on this topic - Areas of consensus across papers - Contradictions or debates - Identified gaps for future research - Recommended citation format for each paper

Competitive Landscape Map

researchAny AIIntermediate
Create a competitive landscape analysis for [PRODUCT/MARKET]. Map competitors across two axes: [AXIS 1, e.g., price] and [AXIS 2, e.g., feature depth]. For each quadrant, identify 3-5 players with: company name, key differentiator, estimated market share, target customer, and recent strategic moves. Identify white space opportunities, quadrants with few competitors that represent market gaps.

Competitive Teardown

researchClaudeAdvanced
Do a structured teardown of [COMPETITOR] for a company that does [OUR THING]. Cover: 1) who they are built for, judged from their own positioning and pricing rather than assumption, 2) the job their product does best, 3) where their design shows what they will not compromise on, 4) their pricing logic and what it reveals about their target customer, 5) the gap they are choosing to leave open, 6) what we should not copy and why. Mark anything you are inferring rather than observing.

Findings to Recommendations

researchClaude / ChatGPTIntermediate
Here are my research findings: [PASTE FINDINGS]. Turn them into recommendations. For each: 1) the recommendation as a specific action, not a theme, 2) the finding that supports it, quoted, 3) confidence level and what drives the uncertainty, 4) the cost and effort of acting, 5) what happens if we do nothing. Then list the findings that are interesting but do not support any action, so they are not quietly turned into work.

Grant Proposal Outline

researchAny AIAdvanced
Create a grant proposal outline for research on [TOPIC]. Sections: abstract (250 words), statement of need with supporting data, project objectives (3-5 SMART goals), methodology and approach, timeline (Gantt chart description for 12-24 months), evaluation plan with metrics, budget justification categories (personnel, equipment, travel, indirect costs), sustainability plan, and organizational capacity. Target funder type: [GOVERNMENT/FOUNDATION/CORPORATE].

Interview Guide for User Research

researchAny AIIntermediate
Write a user interview guide to learn about [RESEARCH QUESTION]. Participants: [WHO]. Session length: [MINUTES]. Deliver: 1) a warm-up that gets them talking about real behaviour rather than opinions, 2) 8 to 12 open questions ordered from broad to specific, 3) follow-up probes for each, 4) the questions to avoid because they invite speculation about future behaviour, 5) what to observe rather than ask, 6) how to close. Keep every question free of our product's vocabulary.

Literature Review Synthesizer

researchAny AIAdvanced
Synthesize the key findings from these sources about [RESEARCH TOPIC]: [PASTE SOURCES/SUMMARIES]. Organize by: major themes identified, areas of consensus, conflicting findings, methodological approaches used, gaps in current research, and suggested directions for further investigation. Use academic tone and cite sources by author name.

Market Research Brief

researchAny AIIntermediate
Create a market research brief for [PRODUCT/MARKET]. Cover: market size and growth rate, key players and market share estimates, customer segments and their needs, pricing benchmarks, distribution channels, regulatory considerations, technology trends affecting the market, and 3 key opportunities with supporting rationale. Use data-backed reasoning.

Research Brief to Hypotheses

researchAny AIIntermediate
Turn this research brief into testable hypotheses: [PASTE BRIEF]. Deliver: 1) the underlying question restated precisely, 2) three to five hypotheses, each written so evidence could disprove it, 3) for each, what data would confirm it and what would kill it, 4) the cheapest test that would move our belief the most, 5) the hypothesis we are most emotionally attached to, since that one needs the harshest test.

SWOT Analysis Generator

researchAny AIBeginner
Conduct a SWOT analysis for [COMPANY/PRODUCT/IDEA]. For each quadrant, provide 5 specific, actionable items (not generic statements). Strengths: internal advantages. Weaknesses: internal limitations. Opportunities: external factors to leverage. Threats: external risks to mitigate. Then suggest 3 strategic actions that leverage strengths to capture opportunities.

Source Credibility Check

researchClaude / ChatGPTIntermediate
Assess the credibility of these sources on [TOPIC]: [PASTE SOURCES]. For each: 1) who produced it and what interest they have in the conclusion, 2) primary research or secondary reporting, 3) sample, method and date, and whether those support the claim being made, 4) how the headline claim differs from what the data actually shows, 5) a credibility rating with your reasoning. Say clearly where you cannot assess a source from what I have given you.

Survey Question Bias Audit

researchAny AIAdvanced
Audit these survey questions for bias: [PASTE QUESTIONS]. For each, identify: leading phrasing, loaded words, double-barrelled questions, assumed knowledge or behaviour, unbalanced scales, and social desirability pressure. Give a rewritten version of each problem question, and explain what the original would have overstated or understated. Flag any question where the underlying construct is unclear enough that no rewrite fixes it.

Survey Question Designer

researchAny AIBeginner
Design a 15-question survey to measure [RESEARCH GOAL] for [TARGET AUDIENCE]. Include a mix of: Likert scale (3), multiple choice (4), open-ended (2), ranking (2), yes/no with follow-up (2), and demographic (2). Avoid leading questions and double-barreled items. Add skip logic notes where relevant. Estimate completion time.

User Interview Script

researchAny AIIntermediate
Write a 30-minute user interview script for researching [TOPIC/PRODUCT AREA]. Include: introduction and consent script, 3 warm-up questions, 8 core questions (mix of behavioral, opinion, and scenario-based), 2 follow-up probes per question, wrap-up and thank you. Avoid leading questions. Include interviewer notes on what to observe (body language cues, hesitations). End with an open-ended question for unexpected insights.

Frequently Asked Questions

What are AI prompts?

AI prompts are instructions you give to AI tools like ChatGPT, Claude, or Gemini to get specific outputs. Well-crafted prompts include context, desired format, and constraints to produce better results. Our library provides 250 ready-to-use templates you can customize for your needs.

Do these prompts work with ChatGPT and Claude?

Yes. All prompts are designed to work with any major AI assistant including ChatGPT (GPT-4o), Claude, Google Gemini, Perplexity, and more. Simply copy the prompt and paste it into your preferred AI tool.

Are these AI prompts free?

Yes, all 250 prompts are completely free. No signup required. Copy any prompt and use it for personal or commercial purposes.

What prompt categories are available?

The library covers 13 categories: Business (26), Coding (25), SEO (22), Marketing (21), Creative (20), Data (20), Productivity (19), Writing (18), Design (18), Education (16), Customer Support (16), HR (15), Research (14). They are grouped into five task areas: Create, Market and Grow, Build and Analyze, Operate, and Learn and Research. Every prompt shows its difficulty level and the AI tools it suits.

Need a custom prompt?

Our AI Prompt Generator creates tailored prompts for your specific task.

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What is a prompt library?

A prompt library is a curated collection of pre-written instructions for AI tools like ChatGPT, Claude, and Midjourney. Instead of writing prompts from scratch, you can copy proven templates and customize the bracketed variables for your specific needs. Our library includes prompts tested across multiple AI models for consistent, high-quality results.

How to use these prompts

  • Copy the prompt, Click the copy button on any prompt
  • Replace [VARIABLES], Fill in the bracketed placeholders with your specifics
  • Paste into your AI tool, Works with ChatGPT, Claude, Gemini, and others
  • Iterate, Refine the output by asking follow-up questions