12+ prompts

AI Coding Prompts

100+ expert AI prompts for developers — code review, debugging, architecture, documentation and more. Works with ChatGPT, Claude, and Gemini.

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Sample prompts — AI Coding Prompts

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code~45 minutes saved

Security-focused code review checklist

Rapidly audit any code block for security vulnerabilities before merging to production.

You are a senior application security engineer. Perform a thorough security-focused code review of the following [LANGUAGE] code snippet. Check for OWASP Top 10… view full prompt →

code~1 hour saved

Performance bottleneck code review

Identify and fix performance problems before they reach production under real load.

You are a performance engineering expert. Review the following [LANGUAGE] code for performance bottlenecks. Analyze: time complexity of algorithms (Big-O notati… view full prompt →

code~30 minutes saved

Readability and style code review

Get a mentor-level readability review to make any codebase easier to onboard into.

You are a senior software engineer who values clean, readable code. Review the following [LANGUAGE] code for readability and maintainability. Check for: unclear… view full prompt →

code~20 minutes saved

Write a detailed pull request description

Create a thorough PR description that helps reviewers understand context and merge confidently.

You are a senior engineer writing a pull request description for your team. Using the diff and context below, write a comprehensive PR description that includes… view full prompt →

code~25 minutes saved

Write a structured bug report

Turn a vague Slack message about a bug into a properly structured, actionable bug report.

You are a QA engineer writing a detailed bug report for the engineering team. Based on the issue description below, generate a well-structured bug report that i… view full prompt →

code~45 minutes saved

Debug a specific runtime error

Get a fast, structured diagnosis and fix for any runtime error you're stuck on.

You are an expert [LANGUAGE] debugger. I am seeing the following error in my application. Analyze the error message, stack trace, and relevant code, then provid… view full prompt →

code~20 minutes saved

Explain a cryptic error message clearly

Quickly understand any confusing error message and know exactly how to fix it.

You are a patient senior developer explaining an error to a junior engineer. Take the following error message and explain it in plain English. Cover: what the e… view full prompt →

code~1 hour saved

Write unit tests for a function

Generate a full unit test suite for any function in minutes instead of hours.

You are a test-driven development expert. Write comprehensive unit tests for the following [LANGUAGE] function using [TEST FRAMEWORK e.g. Jest / pytest / RSpec]… view full prompt →

code~1.5 hours saved

Write integration tests for an API endpoint

Get a complete integration test suite for any API endpoint that tests real behavior end-to-end.

You are a backend testing specialist. Write integration tests for the following REST API endpoint using [TEST FRAMEWORK e.g. Supertest / pytest / RestAssured]. … view full prompt →

code~2 hours saved

Write E2E tests with Playwright

Automate critical user journeys with reliable, maintainable Playwright tests.

You are a QA automation engineer. Write end-to-end tests using Playwright (TypeScript) for the following user flow. Each test should: use the page object model … view full prompt →

code~1 hour saved

Identify and improve test coverage gaps

Find and fill the most impactful gaps in your test suite systematically.

You are a quality engineering lead. Review the following source code and its existing test file, then identify coverage gaps. For each gap found, explain: what … view full prompt →

code~45 minutes saved

Refactor code for readability

Transform hard-to-read legacy code into clean, self-documenting code your team will thank you for.

You are a senior engineer performing a readability refactor. Refactor the following [LANGUAGE] code to be significantly more readable and maintainable without c… view full prompt →

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