🔧 AI Prompt Library

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3,112 prompts

design Design Systems intermediate

Figma Design Handoff: Specification Documentation for Developers

Act as a product designer and design systems expert with experience in Figma-to-code handoffs. Help me create a professional design specification that developers can implement without constant back-and-forth. My context:…

💡 Use Figma Variables for colors, spacing, and typography tokens — developers can map these directly t…

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writing Technical Writing Advanced

Technical Documentation Writing Guide: Developer API Docs Template

Help me write professional technical documentation for [software/API/system]. I need a complete documentation structure covering: 1. OVERVIEW SECTION: - What this product/API does (2-3 sentences for developers) - …

💡 Use real code examples that actually work — developers lose trust if samples have errors. Keep expla…

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coding Frontend Development Advanced

React Component Library: Setup with Storybook Documentation

Help me set up a React component library with Storybook documentation from scratch. I need: 1. PROJECT SETUP: - Folder structure for a component library - Package.json configuration (dependencies, scripts, exports…

💡 Start with the simplest component (Badge) to establish patterns before tackling complex ones. Docume…

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hr Performance Management Advanced

Performance Improvement Plan (PIP): Writing Template for Managers

Help me write a Professional Performance Improvement Plan (PIP) that is clear, fair, and legally defensible. I need: 1. PIP STRUCTURE: - Employee information section - Purpose and context statement - Specific p…

💡 Always consult HR and legal before issuing a PIP. Document all coaching conversations BEFORE startin…

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coding Python advanced

Python FastAPI REST API Production-Ready Setup Guide

Build a production-ready Python FastAPI REST API from scratch with enterprise patterns. Include: (1) Project structure: router organization, dependency injection architecture, settings management with Pydantic Settings, …

💡 Use async SQLAlchemy with asyncpg driver for PostgreSQL to get true async performance — synchronous …

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design Design Systems intermediate

Design System Component Documentation Guide Standards Template

Create a comprehensive guide for documenting design system components for cross-functional teams. Cover: (1) Documentation hierarchy: design principles → patterns → components → tokens — what belongs at each level, (2) C…

💡 The best design system documentation is written for the person who has never seen the component befo…

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finance Financial Modeling advanced

Financial Model Builder for Startups

Help me build a financial model for my startup. Business details: Business type: [SaaS/e-commerce/marketplace/service/product] Revenue model: [subscription/transaction/usage/advertising/services] Current stage: [idea/pr…

💡 Financial models are tools for thinking, not predictions. The most important output is the sensitivi…

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excel Data Validation Intermediate

Excel Data Validation Rules for Error-Free Spreadsheets

Create comprehensive Excel data validation rules for a spreadsheet used for [describe your spreadsheet purpose, e.g., employee expense tracking]. For each column, define: 1) What type of data is allowed (numbers, dates, …

💡 Test your validation rules with both valid and invalid data before deploying. Use dropdown lists for…

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hr Recruitment Intermediate

Job Description Template That Attracts Top Candidates

Write a compelling job description for a [job title] role at [company type, e.g., a Series B fintech startup]. The description should go beyond a boring list of requirements and instead: 1) Open with a compelling "why jo…

💡 Remove degree requirements unless the job genuinely requires formal education — it eliminates great …

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marketing Research Advanced

Customer Persona Research Interview Guide Jobs-to-be-Done

Act as a UX researcher trained in Jobs-to-be-Done. Build an interview guide for understanding [TARGET CUSTOMER]'s purchase decision around [PRODUCT/CATEGORY]. Cover: (1) the timeline interview structure (first thought ->…

💡 Talk to people who switched recently, not satisfied users. The 'fired previous solution' moment reve…

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legal Contracts Intermediate

ChatGPT Prompt: Independent Contractor Agreement Key Clauses Explainer

You are a contracts educator (NOT giving legal advice). Walk a freelancer or small business through the most important clauses in an independent contractor agreement. Context: [WHO_IS_HIRING_WHOM] Work type: [DELIVERABL…

💡 This is education, not legal advice. The single most negotiable clause is usually IP — push back on …

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customer-service Support Operations Intermediate

ChatGPT Prompt: Customer Support Macros Library with Variable Tone

Build a library of support macros for [PRODUCT] covering common scenarios. Context: - Product: [DESCRIPTION] - Support channels: [Email/Chat/Phone] - Brand voice: [DESCRIBE] - Common ticket types: [LIST] - Tier structur…

💡 Macros should feel personal. Agents should always edit in something specific. Audit macros quarterly…

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business Strategy Intermediate

Business Model Canvas Walkthrough with Strategic Stress-Test Prompts

Act as a strategy consultant. Walk me through the 9 blocks of the Business Model Canvas for my venture: [SHORT DESCRIPTION]. For each block (Customer Segments, Value Propositions, Channels, Customer Relationships, Reven…

💡 Do this exercise twice — once for the current state, once for the desired state in 12 months. The ga…

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hr Onboarding Intermediate

30-60-90 Day Onboarding Plan for New Hires by Role Level

Act as a senior people partner. Build a 30-60-90 day onboarding plan for a new [ROLE TITLE] at level [IC/MANAGER/DIRECTOR]. For each 30-day window, produce: 1) Theme — the single phrase capturing the focus (e.g., "Learn…

💡 Make goals outcome-based, not task-based — "ship one improvement to checkout" beats "attend training…

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data Data Cleaning Intermediate

Pandas Cleanup Pipeline for a Messy Real-World CSV

Below is a sample of a messy CSV (10 rows shown). Build a pandas cleaning pipeline as a single function `clean(df)` that handles everything I list, with each step as a `.pipe()` call so it's readable and testable. Requir…

💡 Each `.pipe()` step should be a named function — that's what makes the pipeline debuggable when row …

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legal Employment Law Advanced

Employment Contract Independent Contractor Misclassification Risk Analysis

I'm hiring someone in [jurisdiction] as a 1099 independent contractor (US) / freelancer / consultant. Run a misclassification risk analysis using the relevant test (US: ABC test for CA / common law / IRS 20-factor; UK: I…

💡 Calling it a contractor relationship doesn't make it one — regulators look at substance, not the con…

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excel Data Cleaning Intermediate

Convert Messy Text Column Into Clean Structured Fields

I have a single column in Excel containing messy entries like "{{example raw entry, e.g., John Doe | [email protected] | +1 (415) 555-1234 | NY}}" with inconsistent separators ({{list separators}}) and occasional missing fields…

💡 Share 5–10 sample rows that cover the worst variations so the assistant can target real edge cases i…

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data SQL Advanced

Write Window Functions That Replace a Subquery Loop

Act as a senior SQL engineer. I need to compute {{describe: e.g., 7-day rolling average revenue per customer cohort, or rank-per-group, or running total per partition}} on table {{table name with relevant columns}}. Writ…

💡 Window functions are silent about NULLs — explicitly decide whether NULLs should be excluded from th…

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customer-service Difficult Conversations Intermediate

Respond to an Angry Customer Without Caving

Act as a senior support lead. Write a reply to an angry customer who is demanding {{specific demand: refund / exception / escalation}} that is outside our policy because {{policy reason}}. The reply must (1) acknowledge …

💡 Holding the line and being warm are not opposites — read the reply aloud and ask whether you'd feel …

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finance Modeling Advanced

Build a Three-Statement Model Skeleton From Scratch

Act as an FP&A senior. Sketch the structure of a three-statement model (Income Statement, Balance Sheet, Cash Flow) for a {{business model: e.g., SaaS subscription / e-commerce / services agency}} with these inputs: {{re…

💡 Build the Inputs sheet first and make sure no other sheet contains hardcoded numbers — that single d…

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