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93 prompts

Act as a DevOps engineer. App: [language/framework and version] Services needed: [database, cache, queue] Ports: [list] Environment variables: [names only] Goal: [local dev / production] Create: 1. A multi-stage Dockerfile (small image, non-root user, cached dependencies) 2. A .dockerignore 3. docker-compose.yml with…

ChatGPT
Coding & Development

Dockerfile and docker-compose setup

Containerise your app with an optimised, secure Dockerfile and a docker-compose file for local development.

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You are an SEO outreach specialist known for high response rates. My site: [site and niche] My content to promote: [URL and what's special about it] Target site: [site, editor name, a specific article of theirs] Outreach type: [guest post / resource page / broken link replacement / data or quote offer] Write: 1. Initi…

Claude
Marketing & SEO

Link-building outreach email

Personalised outreach emails for guest posts, resource pages and broken links that offer real value to the site owner.

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Act as an experienced grant writer. Organisation: [name, mission] Funder and grant: [name, focus, amount] Project: [what you'll do] Need: [problem and evidence] Beneficiaries: [who and how many] Timeline: [months] Budget: [main items] Funder's criteria: [paste requirements] Write sections: Executive summary, Statement…

ChatGPT
Writing & Copywriting

Grant proposal or funding application

Draft a compelling grant proposal with need statement, objectives, methods, evaluation and budget narrative.

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Act as a senior backend developer. Framework: [e.g. Express, FastAPI, Laravel, Django REST, Spring Boot] Database/ORM: [e.g. PostgreSQL + Prisma] Endpoint: [METHOD /path] What it does: [description] Request body/params: [fields and rules] Auth: [public / logged-in user / admin] Write: 1. The route/controller code 2. I…

ChatGPT
Coding & Development

Build a REST API endpoint with validation

Generate a production-ready API endpoint with input validation, error handling, status codes and tests in your framework.

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Act as a performance engineer. Language: [language] What the code does: [description] Typical input size: [e.g. 1M rows, 10k requests/min] Current speed/problem: [e.g. takes 40 seconds, high memory] Please: 1. Identify the bottlenecks and explain the current time and space complexity 2. Propose optimisations (better a…

ChatGPT
Coding & Development

Optimise slow code for performance

Find the bottlenecks in slow code, understand the time complexity, and get a faster version with benchmarks to prove it.

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You are a spreadsheet expert. App: [Excel / Google Sheets / both] My data layout: [describe columns, e.g. A = date, B = customer, C = amount, rows 2–500] What I want: [describe the result, e.g. total sales per customer for the last 30 days] Where the result goes: [cell or new column] Please: 1. Give the formula ready…

Copilot
Business & Productivity

Excel and Google Sheets formula helper

Describe what you want your spreadsheet to calculate and get the exact formula, how it works, and a version for both Excel and Google Sheets.

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Write unit tests for the function below. Language: [language] Testing framework: [e.g. Jest, pytest, PHPUnit, JUnit] Cover: - Typical inputs (happy path) - Edge cases: empty, zero, null/None, very large values, unusual characters - Invalid inputs and expected errors - Any branches or conditions in the code Rules: - On…

Copilot
Coding & Development

Write unit tests for any function

Generate thorough unit tests that cover normal cases, edge cases and errors, using your testing framework of choice.

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You are a senior software engineer writing a technical spec. Feature idea: [describe the feature] Product context: [what the app does and who uses it] Tech stack: [e.g. Next.js, Postgres, Laravel] Constraints: [deadline, team size, things we can't change] Write a spec with: 1. Goal and success metrics 2. User stories…

Claude
Coding & Development

Turn a feature idea into a technical spec

Go from a one-paragraph feature idea to a developer-ready spec with user stories, data model, API endpoints, edge cases and a task breakdown.

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Act as a SQL expert. Database: [MySQL / PostgreSQL / SQLite / SQL Server] Tables: [table_name](column1 type, column2 type, ...) [table_name](...) What I want: [describe the result in plain English, e.g. "top 10 customers by total spend in 2025, with their order count"] Please: 1. Write the query with clear aliases and…

ChatGPT
Coding & Development

SQL query from plain English

Describe the data you need in normal words and get a correct, readable SQL query with an explanation and performance tips.

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