🔧 AI Prompt Library

coding Python Intermediate

REST API with Flask

Build a simple REST API using Python Flask with these endpoints: 1) GET /items - list all items with pagination, 2) GET /items/<id> - get single item, 3) POST /items - create new item (validate input), 4) PUT /items/<id>…

💡 Add rate limiting and authentication before deploying to production.

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legal Compliance Advanced

GDPR Compliance Checklist for Small Business

Create a practical GDPR compliance checklist for my small business. Business type: [your business type] Website: [yes/no, what it does — e-commerce, SaaS, blog] Customer data collected: [list types — names, emails, paym…

💡 Start with the Critical items first. GDPR applies if you serve EU customers, even if your business i…

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legal Data Privacy Advanced

Data Processing Agreement (DPA) for GDPR Compliance

Draft a Data Processing Agreement (DPA) that complies with GDPR requirements: - Data Controller: [your company name, country] - Data Processor: [vendor/service provider name, country] - Services provided by processor: […

💡 A DPA is legally required under GDPR Article 28 whenever you share personal data with a processor. R…

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customer-service Operations & Workflow Advanced

Customer Feedback Categorization System and Response Workflow

Act as a CX (Customer Experience) operations designer. Build a complete customer feedback categorization and response system for my [type of business]. Create: (1) **Taxonomy**: A 3-level categorization hierarchy. Level …

💡 Start with Level 1 categories only and add depth as volume grows. Over-categorizing early creates ma…

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email customer onboarding Advanced

ChatGPT prompt for writing an onboarding email sequence for new customers

Act as a lifecycle email strategist. Help me write a customer onboarding email sequence. Business details: - Product/service: [describe] - Customer type: [who they are] - Main first-win action: [what success looks like…

💡 If you know your activation event, mention it clearly. Good onboarding sequences revolve around one …

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creative video content Intermediate

ChatGPT prompt for storyboard of short product explainer video

You are a creative director. I need a storyboard for a 30-60 second product explainer video. Inputs: product, target audience, core problem, desired action, brand tone, and any must-include features. Create a scene-by-sc…

💡 Mention whether the video is for ads, landing page, social media, or investor demo because the hook …

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excel sales operations Advanced

ChatGPT prompt for Excel sales commission tracker with tiered rates and clawbacks

Act as a sales operations analyst who is great at Excel. I need a commission tracker for sales reps that handles tiered payout rates, quota attainment, and clawbacks for refunded or canceled deals. My context: - Number …

💡 Include one or two sample deals with closed date, contract value, plan type, and refund or churn rul…

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email internal communication Intermediate

ChatGPT prompt for internal handoff email from sales to onboarding team

Act as a revenue operations manager. I need an internal handoff email from sales to onboarding or implementation so the customer experience stays smooth after the deal closes. Use this information: - Customer/company: […

💡 Include what was promised in the sale, the customer goal, deadlines, and any risk factors. The more …

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data Qualitative Analysis Intermediate

ChatGPT Prompt for Analyzing Form Survey Responses into Themes and Actions

You are a research analyst. Analyze open text survey responses and turn them into useful themes, pain points, and action items. I will provide the responses, the survey goal, and any audience segments. Group the response…

💡 Tell the model if responses come from customers, employees, or students because the interpretation c…

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coding SQL Intermediate

ChatGPT Prompt for SQL Query to Build Weekly Active User Trend and Segments

Write a SQL query for weekly active user reporting from this schema: [paste tables and key columns]. I need weekly active users for the last [number] weeks, plus separate counts for new users, returning users, and reacti…

💡 Include table names, timestamp columns, and user ID keys. Ask for a version optimized for your actua…

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legal Privacy Advanced

ChatGPT Prompt for Privacy Policy Gap Check on a SaaS Signup Flow

Act as a privacy risk spotter. Review my SaaS signup and onboarding flow against the promises in my privacy policy and point out possible gaps. My context: - Product type: [SaaS] - Data collected at signup: [email, phon…

💡 Include screenshots or text from forms, checkboxes, and welcome emails if possible. Privacy problems…

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Customer Support Operations Intermediate

Ticket Prioritization Framework

Create a ticket prioritization framework with: severity levels (P1-P4), response time SLAs, escalation paths, categorization tags, and routing rules. Include decision tree diagram description and example scenarios.

💡 Align with team capacity and business impact. Include after-hours procedures.

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excel inventory management Intermediate

ChatGPT prompt for creating an Excel inventory tracker with automatic reorder alerts

Act as an Excel inventory management specialist. I need to build an inventory tracking spreadsheet for a small retail business. Requirements: 1. Design a clean table structure with columns for: SKU, Product Name, Categ…

💡 Replace the sample categories and suppliers with your actual ones. If you track multiple warehouse l…

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customer-service feedback intermediate

Customer Satisfaction Survey Design

Design a customer satisfaction survey for [company/product] measuring satisfaction after [touchpoint — purchase, support interaction, onboarding, product usage]. The survey should include: (1) Core satisfaction metrics: …

💡 Shorter surveys get higher completion rates. Send the survey within 24–48 hours of the touchpoint wh…

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writing academic-writing Intermediate

Personal Statement for Graduate School Application

Help me write a compelling personal statement for applying to [specific graduate program] at [university]. Background: I have [X years] of experience in [field], my undergraduate degree is in [subject], and my key accomp…

💡 Admissions committees read thousands of statements. The opening anecdote is your differentiator — ma…

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legal contracts Intermediate

Freelance Contract Template for Service Providers

Create a freelance service contract template for a [type of freelancer, e.g., graphic designer, developer, copywriter] providing services to clients. The contract should include: (1) Parties and engagement description, (…

💡 The IP clause is the most contested — be very explicit about when IP transfers (usually upon full pa…

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marketing paid-advertising Advanced

Google Ads Campaign Structure for E-commerce

Build a complete Google Ads campaign structure for an e-commerce store selling [product category] with a monthly budget of [$X]. Target audience: [describe]. Top products/categories: [list]. Goals: [ROAS target or CPA ta…

💡 Don't launch Performance Max without providing strong asset groups and audience signals — it needs d…

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coding API Development advanced

GraphQL Schema Design API Query Optimization Best Practices

Build a production-ready GraphQL API with optimal schema design and performance. Cover: (1) Schema design principles: naming conventions, nullable vs. non-null fields decision framework, input type design for mutations, …

💡 The N+1 problem kills GraphQL performance in production — implement DataLoader from day one, not as …

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data Data Engineering advanced

Data Pipeline Architecture Design ETL vs ELT Decision Framework

Design a modern data pipeline architecture with guidance on ETL vs ELT approach selection. Cover: (1) ETL vs ELT decision matrix — when each approach makes sense based on data volume, transformation complexity, tooling, …

💡 Start with the simplest architecture that works — many startups over-engineer data infrastructure. A…

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coding Frontend Development intermediate

Vue.js 3 Component Design: State Management with Pinia & Composables

Help me build well-structured Vue.js 3 components with proper state management. My project: App type: [DESCRIBE YOUR VUE APP] Current Vue version: [2 OR 3] State management: [CURRENTLY USING VUEX / PINIA / NONE] Composi…

💡 Prefer composables over mixins for logic reuse in Vue 3 — they are explicit and TypeScript-friendly.…

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