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Discover and explore prompts created by the community to enhance your Amazon Q Developer workflow

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CLI
Chat
Enhance

Independent Thought Challenger

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.

CLI
Chat
Optimize

Professional Speaking Coach Feedback Generator

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.

CLI
Chat
Design
Documentation
Enhance
Optimize
Operate
Requirements
Security

Well Architected Review

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

CLI
Doc Agent

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

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

CLI
Chat

Github Pull Requests

Automate the creation of Github pull requests.

CLI
Chat
Requirements
Design
Optimize

Cost Calculation

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

Create project C4 model

create C4 model diagram by PlantUML

CLI
Chat
Documentation

Project Intelligence

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.

IDE
CLI
Chat
Test

Unit test generation

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

IDE
Chat
Design
Documentation
Requirements
Plan

Specifications for development tasks

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

CLI
Chat
Implement

Copy data from DynamoDB across accounts

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

IDE
CLI
Chat
Dev Agent
Test

Parameterize Like a Pro: Generating JUnit 5 Tests"

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

IDE
Chat

Read Cline Memory Bank

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

CLI
Chat
Design
Documentation
IDE

Implementation Plan

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

IDE
Dev Agent

Generate CDK & Lambda code from Drawio diagram

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

Identifying metrics/alarms related to service health

This prompt aims to identify missing metrics/alarms related to service health in a target package. A reference package is used to limit the response to required metrics/alarms, assuming it follows best practices for service health monitoring.

Identifying metrics/alarms related to AWS Resources

This prompt aims to identify missing metrics/alarms related to AWS Resources in a target package. A reference package is used to limit the response to required metrics/alarms, assuming it follows best practices for the particular resource type setup.

CLI
Chat

Analyze Bash History

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

CLI
Chat

Setup shell from .zshrc

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.

CLI
Chat
Documentation

React Component Documentation

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

CLI
Chat
Optimize

Java Heap Dump analysis

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

CLI
Chat
Implement

Conventional Commit Messages

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

CLI
Implement
Chat

Automated Code Review

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

Draw like a Pro : Sequence Diagrams for a system flow

Better prompts for drawing sequence diagram

IDE
Dev Agent
Chat
Refactoring

Refactor Like a Pro: Improve your Java17 code

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.

Test
IDE
Chat

Parameterize Like a Pro: Supercharge Your JUnit 5 Tests!

Add comprehensive JUnit5 Parameterized Tests

Unknown
IDE
Dev Agent

Test

Test test test

Implement
IDE
Dev Agent

Python Lambda Layer Generator

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

Implement
IDE
Dev Agent

QR code to URL

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

Unknown
IDE
Chat

requirement-to-issue-stepfunction

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

Unknown
IDE
Dev Agent

TDD-fishing-game-prompt

prompt bank for fishing-game demo

Deploy
IDE
Dev Agent

Create EKS Cluster using aws and terraform best practices

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

Design
IDE
Chat

Solution Design

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

Test
IDE
Chat

generate REST API fixtures for cypress testing

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

Test
IDE
Chat

Generate UI functional test using cypress for a specific page.

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

Test
IDE
Dev Agent

CDK unit tests for Typescript and jest

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

Test
IDE
Dev Agent

CDK Snapshot Tests for Typescript and jest

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

Documentation
IDE
Chat

Create a project diagram for your project

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

Design
IDE
Chat

Adit's Prompt for Generating Titles

The prompt is useful for generating catchy titles

Implement
IDE
Chat

PYTHONEXPERT - DIY Profile Prompt

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

Design
IDE
Chat

Frontend Engineer

Frontend React Tailwind Vitests Good practices Senior Developer

Design
IDE
Chat

ADR Creation

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

Unknown
CLI
Chat

Git commit message

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

Unknown
IDE
Dev Agent

Boostrap Flask App in /dev

This will generate a consistent output from /dev

Enhance
IDE
Dev Agent

Build a UI for a votingapp

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.

Implement
IDE
Inline

Document Codeblock

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

Deploy
IDE
Dev Agent

Github Actions pull request workflow

Creates a pull request workflow template for Github Actions

Design
IDE
Chat

Senior React Engineer

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

Design
IDE
Chat

Generate Well Architected recommendations on my Drawio diagram

Generates recommandations to improve my application with well architected best practices

Design
IDE
Dev Agent

AWS architecture blueprint for an API Gateway to SQS pattern

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.

Design
IDE
Chat

Generate Draw.io architecture diagram from code

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

Design
IDE
Dev Agent

Generate CDK & Lambda code from Mermaid diagram

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

Design
IDE
Chat

Generate Mermaid class diagram from code

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

Design
IDE
Chat

Generate Mermaid sequence diagram from code

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

Design
IDE
Chat

Generate Mermaid application flow diagram from code

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

Test
IDE
Chat

Add unit test

Adding unit tests for the code in the page

Design
IDE
Dev Agent

AWS architecture blueprint for a scalable file-processing pipeline

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

Design
IDE
Chat

Project Structure Q&A

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

Refactoring
IDE
Dev Agent

12-factor refactoring

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

Implement
IDE
Dev Agent

Python code for external libraries

This will generate ready to use python code using external libraries