Prompts for Programming
Ready-made queries for writing code, debugging, refactoring, and SQL queries. For ChatGPT, Claude, and GitHub Copilot
AI model
ChatGPT
Claude
Gemini
Copilot
DeepSeek
GrokRegex Pattern Creator
Creates regular expressions with detailed part-by-part explanations
Output: Complete regex pattern with test cases. Context: {{LANGUAGE}} regex, use...
SQL Query Builder
Builds SQL queries from natural language descriptions
Output: Complete, optimized SQL query with explanation. Context: {{DATABASE_TYPE...
Unit Test Generator
Creates comprehensive unit tests with edge case coverage
Write unit tests for the following code. Language: {language} Test framework: {...
Debug and Fix Error
Debugs errors and provides fixes with root cause analysis
Help me find and fix a bug in my code. Language: {language} Framework: {framewo...
Code Generator from Spec
Generates production-ready code from a technical specification
Output: Complete, working, production-ready code file with detailed inline comme...
Database Schema Designer
Designs database schemas with tables, relations, and indexes
Output: Complete database schema design with DDL. Context: {{DATABASE_TYPE}}, sc...
React Component from Description
Builds a React component based on a text description
Create a React component based on a description. Description: {description} Sty...
Code Language Converter
Converts code from one programming language to another while preserving logic
Convert the following code from {source_language} to {target_language}. Code: `...
Code Explainer for Beginners
Explains code in simple terms for beginners with step-by-step breakdown
Explain the following code in simple terms, as if I just started learning progra...
Regex Generator
Creates regex patterns with explanations and match examples
Create a regular expression for the following task: Task: {description} Requir...
Debug Error Helper
Helps diagnose and fix errors with step-by-step debugging guidance
Output: Bug fix with detailed explanation. Context: {{LANGUAGE}} code, error: {{...
Unit Test Writer
Writes unit tests with comprehensive test scenarios
Output: Comprehensive unit test suite with high coverage. Context: {{LANGUAGE}} ...
Git Commit Message Generator
Generates clear and descriptive git commit messages
Output: Complete Conventional Commit message. Context: {{COMMIT_TYPE}} commit fo...
Python Automation Script Generator
Generates Python scripts for task automation
Output: Complete, production-ready Python script. Context: {{AUTOMATION_TASK}} u...
Senior Code Review
Provides senior-level code review with architectural feedback
Conduct a code review as a senior developer. Code: ```{language} {code} ``` An...
REST API Endpoint Generator
Generates REST API endpoint code with proper structure and validation
Output: Complete REST API endpoint with documentation. Context: {{FRAMEWORK}} in...
Code Review Assistant
Reviews code for bugs, performance issues, and best practices
Output: Detailed code review report with specific recommendations. Context: {{LA...
Legacy Code Refactoring
Refactors legacy code to modern patterns while preserving functionality
Output: Refactored code with detailed migration guide. Context: {{LANGUAGE}} leg...
Programming Language Converter
Converts code between programming languages using idiomatic patterns
Output: Converted code with detailed explanations. Context: Convert from {{SOURC...
Docker Compose Generator
Creates Docker Compose configurations for multi-service setups
Create a docker-compose.yml for the project. Project: {project_description} Ser...
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.