Browse Prompts

The project intelligence documentation system transforms Amazon Q Developer from a stateless assistant into a persistent development partner by providing comprehensive context about your application.

Use Amazon Q Developer to assist you in creating a step-by-step specification for a feature idea.

Let Amazon Q create an implementation plan as a sequence of prompts that can be executed to implement a feature or task.

Commit you changes to git with a meaningful commit message following conventional commit specification.

Transforms Amazon Q into a critical thinking partner that challenges your ideas instead of simply agreeing. The AI questions your assumptions, offers skeptical viewpoints, checks your reasoning for flaws, suggests alternative perspectives, and prioritizes accuracy over agreement. Perfect for refining arguments, avoiding confirmation bias, and developing more robust thinking.

Let Q do a code review of your staged files before committing and pushing your changes.

Turn Amazon Q Developer into an AWS Solutions Architect that guides you to create a solution design document.

This prompt assists you to calculate costs for your workload using up-to-date pricing information from the AWS service websites.

This prompt guides you through the process of refactoring Java 17 code to improve its quality, readability, and performance. It covers various aspects of code improvement, from basic cleanup to advanced optimization techniques.

Generate comprehensive JUnit 5 tests for the selected Java code/function/class using best practices and design patterns.

Looking at your code and find new areas that needs to be tested

Generates a drawio architecture diagram to visualize/document the design of your application

Let Amazon Q prepare your Well-Architected Review, based on an analysis of a provided Cloudformation template

Generates a mermaid application flow diagram as code to visualize/document the design of your application

Create a project diagram using PlantUML and C4 Model for your project based in your codebase

Before starting a task, you want to make sure that Amazon Q knows about important project documentation generated by cline.

Generates a mermaid sequence diagram as code to visualize/document the design of your application

Refactors a given application using 12-factor as a methodology for building software-as-a-service apps.

Frontend React Tailwind Vitests Good practices Senior Developer

This prompt allows for creating a complete Flask-based user interface from scratch on top of this application that only exposes APIs (https://github.com/aws-containers/votingapp). I often use this for demoing Amazon Q Developer capabilities but hopefully can inspire for other type of real usage.

This prompt creates a shell script to copy data from a target DynamoDB table to a source table.

Analyzes a React-based application and generates documentation visualizing the component hierarchy, component relationships, and key component metadata.

Automate the creation of Github pull requests.

For a given selection of code, provide useful documentation to help others understand your code

Create an extendable AWS architecture blueprint using AWS CDK for an asynchronous message processing system based on the API Gateway HTTP to SQS pattern. This blueprint is designed to facilitate a scalable and decoupled system that handles incoming API requests, enqueues them in SQS, and processes them asynchronously with Lambda.

Generates realistic user personas based on your existing documentation or customer descriptions.

Adding unit tests for the code in the page

Given an ADR template, provide context so Q can quickly generate the ADR

Transforms Amazon Q into a speaking coach that analyzes presentation videos, providing detailed feedback on delivery, body language, and content structure. Creates multiple analysis files including comprehensive feedback, timestamp-specific notes, talk structure outline, and a personalized scorecard based on your experience level. Organizes outputs for easy reference and future analyses.

Creates a Lambda layer zip file, given a list of Python libraries. Checks for vulnerabilities.

Multi-prompt /dev agent prompt to create a new EKS cluster

Take the QR code from the clipboard and convert it to a URL.

Let Amazon Q Developer act as a Senior Engineer with deep experience in a defined area, asking clarifying questions instead of jumping into conclusions.

Q&A Prompting that helps Amazon Q Developer giving you a recommendation about best practices on how to structure your project.

Writes a git commit message using information about your current git repository and staged changes.

Generates a complete application (code + infrastructure) from a drawio diagram

Analyzed and summarized an Eclipe MAT report with clear, actionable insights.

Generates a mermaid class diagram as code to visualize/document the design of your application

Prompt to send Q CLI Chat to do research on recent libraries for you.

generate functional test for a UI page that is built using a react framework

Generates recommandations to improve my application with well architected best practices

Learn from sketchy things you did in your CLI in the past and their risks

Use the CLI to install all your development tools from a .zshrc file. Without it, the manual setup would have taken hours. The CLI completes the task in minutes.

Requirement from client user to github issue, with step function and lambda

To generate permutations of data using a sample response. This specific example has an array of a complex object type in its response

Add comprehensive JUnit5 Parameterized Tests

Create an extendable AWS architecture blueprint for a scalable file-processing pipeline, capable of handling periodic CSV file uploads for processing and notifications

This will generate ready to use python code using external libraries

This will generate a consistent output from /dev

Test test test

Testing constructs with fine-grained assertions focussing on covering relevant business logic, integration aspects and guardrails.

Creates a pull request workflow template for Github Actions

The prompt is useful for generating catchy titles

prompt bank for fishing-game demo

Generates a complete application (code + infrastructure) from a Mermaid application diagram as code

Uses the dev agent to create CDK snapshot tests following best practices and testing guidelines.

Prompt that instructs Q to behave in certain way when I use 'PYTHONEXPERT' keyword