Free AI Prompt Library

Generate Differentiated Exercises by Level with AI

A prompt to automatically generate exercises adapted to three student levels, with answer keys and integrated pedagogical advice.

Create a Structured and Engaging Lesson Plan with AI

This prompt generates a complete lesson plan with pedagogical objectives, detailed sequencing, differentiation strategies and assessment methods, ready to use for any teacher.

Configure an Optimized Dockerfile for Your Application

This prompt generates a production-ready Dockerfile with multi-stage build, security best practices and cache optimization, tailored to your language and framework.

Create Clean and Reusable React Components with AI

A complete prompt to generate typed, accessible, and reusable React components with custom hooks, tests, and modern best practices.

Automate Your Git Commits with AI

This prompt analyzes a Git diff and automatically generates structured commit messages following project conventions, with atomic splitting if needed.

Design a Robust Microservices Architecture

A complete prompt to design a professional microservices architecture covering DDD decomposition, inter-service communication, Kubernetes deployment, and observability.

Generate Complete Technical Documentation for Your Code

A complete prompt to generate structured and professional technical documentation, adapted to the target audience and project type.

Refactor Legacy Code Step by Step

This prompt guides AI to analyze legacy code and produce a structured refactoring plan with diagnosis, prioritization, tests, and modernized code.

Create a Complete REST API from A to Z

A complete prompt to generate a professional REST API with authentication, validation, documentation, and integrated tests.

Optimize Your SQL Queries and Boost Performance

A complete prompt to analyze, diagnose, and optimize your SQL queries with indexing and rewriting recommendations adapted to your database engine.

AI-Assisted Complete Code Review

A complete prompt to get an in-depth code review covering bugs, security, performance, readability, and best practices, with concrete fixes.

Automatically Generate Unit Tests with AI

Automatically generate an exhaustive unit test suite covering nominal cases, edge cases, and error cases for any source code.