AI Tools — AI Tools and Services Catalog

Q: How do I write a prompt for code generation?

Specify the programming language, task description, input/output data, constraints, and desired code style. Example: 'Write a Python function that takes a list of dictionaries and returns it sorted by the "date" key. Use type hints and add a docstring.' The more precise your description, the fewer revisions needed.

Q: Which AI writes better code: ChatGPT or Claude?

ChatGPT (GPT-4o) excels at generating short functions and working with popular frameworks. Claude 3.5 handles larger files, refactoring, and project context better. Both deliver excellent results for code review and bug finding. We recommend trying both.

Q: Can I use prompts for debugging and finding errors?

Yes, AI is excellent at finding bugs. Paste the code and error description into a prompt. Specify expected behavior vs. actual behavior. The AI will analyze the code, identify the issue, and suggest a fix with an explanation. Our debugging prompts structure the request for maximum accuracy.

Q: How do I use a prompt for code review?

Paste your code into the prompt and ask to check: code cleanliness, potential bugs, performance, security, and best practices compliance. Specify context: language, framework, team standards. The AI will provide a list of comments with improvement suggestions — like an experienced reviewer.

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Prompts for Programming

Ready-made queries for writing code, debugging, refactoring, and SQL queries. For ChatGPT, Claude, and GitHub Copilot

AI model

Grok 3Latest version from xAIGrok 3 miniFast version

Developer Prompts — From Code Generation to Review

AI programming prompts cover the entire development cycle: code generation from task descriptions, refactoring and optimization, bug finding and fixing, test writing, code review, and documentation. Each prompt is adapted to a specific language and task.

Prompts in this section work with ChatGPT, Claude, and GitHub Copilot. Specify the programming language, framework, and coding standards — the AI will produce code you can use with minimal modifications.

Currently 20 prompts in this category — choose an AI model via the filter to find the right one.

Prompts for Programming

Developer Prompts — From Code Generation to Review

Frequently Asked Questions

Regex Pattern Creator

SQL Query Builder

Unit Test Generator

Debug and Fix Error

Code Generator from Spec

Database Schema Designer

React Component from Description

Code Language Converter

Code Explainer for Beginners

Regex Generator

Debug Error Helper

Unit Test Writer

Git Commit Message Generator

Python Automation Script Generator

Senior Code Review

REST API Endpoint Generator

Code Review Assistant

Legacy Code Refactoring

Programming Language Converter

Docker Compose Generator