download dots

🛠️ Engineering Prompts

Advance your engineering projects with AI prompts, fostering innovative solutions and efficient problem-solving.

Generate AI Changelog AI Prompt

Interpret the [Commit and Diff Messages] to create meaningful, concise descriptions for each commit. Review the commit messages and changes made in each commit. Summarize the purpose and impact of each commit in a clear and concise manner. Provide a brief description that communicates what was achieved or fixed in each commit. Ensure that the […]

Virtual Github PR Reviews AI Prompt

Review the pull request in Github diff format. Take into account that you only have access to the [Code_Diff]. Provide improvements in code, adhering to [Language_Conventions]. Evaluate the changes for code quality, readability, and adherence to coding standards. Identify any potential bugs, security vulnerabilities, or performance issues. Offer specific recommendations for improvement, including code snippets […]

Machine Learning Model Evaluation AI Prompt

Evaluate the provided [Machine_Learning_Model] for accuracy, precision, and recall. Analyze the prediction results against the test dataset. Provide suggestions for model improvement, including hyperparameter tuning, feature selection, and algorithm adjustments. Ensure that your review adheres to best practices in [Data_Science]. Present your findings in a clear and understandable manner, suitable for both technical and non-technical […]

Containerization Strategy AI Prompt

Devise a containerization strategy for [Software_Application] using [Container_Technology]. Outline the benefits of containerization for this application, including portability, scalability, and development velocity. Provide a step-by-step guide for containerizing the application, including writing Dockerfiles, managing container images, and orchestrating containers with [Orchestration_Tool]. Address multi-service communication, data persistence, and container networking as part of the strategy.

Blockchain Smart Contract Development AI Prompt

Develop a smart contract for [Blockchain_Platform] that fulfills the specified contractual conditions for [Use_Case]. Provide a secure and efficient code implementation with inline comments for clarity. Address common smart contract vulnerabilities and include a suite of tests to ensure the contract’s reliability. Offer best practices for deploying and interacting with the smart contract.

Embedded Systems Optimization AI Prompt

Optimize the provided [Embedded_System_Code] to improve resource efficiency and execution speed. Analyze the existing codebase for inefficiencies in CPU usage, memory footprint, and power consumption. Propose optimizations such as algorithm enhancement, code refactoring, and hardware-specific adjustments. Provide revised code snippets demonstrating the optimizations and describe the expected improvements in system performance.

Multithreaded Program Debugging AI Prompt

Analyze and debug the provided [Multithreaded_Code_Snippet] that is experiencing synchronization issues and deadlocks. Identify the root causes of concurrency bugs and provide solutions that ensure correct thread synchronization and improve thread safety. Suggest code changes to resolve race conditions and other parallel execution problems while maintaining optimal performance.

Real-Time Data Processing AI Prompt

Design an architecture for real-time data processing using [Streaming_Technology] for [Use_Case]. Provide a flow diagram illustrating the components of the data pipeline. Recommend efficient data serialization and deserialization methods, stream processing functions, and persistent storage solutions. Detail the mechanisms for fault tolerance, data partitioning, and scaling to handle high-throughput data streams.

Network Protocol Implementation AI Prompt

Implement the [Network_Protocol] for efficiently managing communication between distributed system components. Provide a structured code framework outlining the protocol’s layers and functionalities. Incorporate essential features such as packet structuring, error detection and correction, and flow control mechanisms. Ensure the implementation is robust and adheres to the protocol’s specifications for interoperability and performance.

Firmware Update Mechanism AI Prompt

Design a secure and reliable mechanism for updating the firmware of [Embedded_Device]. Detail the update process, including new firmware distribution, installation, verification, and rollback strategies in case of failures. Ensure the solution incorporates secure authentication methods to protect against unauthorized updates and provides seamless user experience.

Cyber-Physical System Security AI Prompt

Assess and fortify the security of a [Cyber_Physical_System] against potential cyber threats. Conduct a vulnerability assessment to identify weaknesses in data transmission, storage, and processing. Recommend defense strategies such as secure coding practices, encryption techniques, and real-time threat monitoring systems. Provide a security plan that mitigates risks and ensures the physical safety and integrity of […]

Advanced Data Visualization Techniques AI Prompt

Develop a suite of advanced data visualization techniques to represent the complexities of [Data_Set]. Explore various visualization methods such as interactive charts, heatmaps, and 3D modeling to convey insights effectively. Provide examples with code snippets and a guide on selecting the appropriate visualization type based on the data characteristics and analysis objectives.

Scalability Analysis AI Prompt

Analyze the scalability of a [Software System]. Identify potential bottlenecks and suggest architectural changes to handle increased load. Provide cost estimates for scaling the system. Begin with a comprehensive assessment of the current system’s architecture, including hardware and software components. Analyze performance metrics and usage patterns to pinpoint scalability challenges. Outline architectural changes or optimizations […]

Accessibility Audit AI Prompt

Conduct an accessibility audit for a [Web Application]. Identify areas that do not meet WCAG (Web Content Accessibility Guidelines) guidelines. Provide recommendations and code fixes to improve accessibility. Begin by defining the scope of the audit, including the specific pages or components to be assessed. Use automated accessibility testing tools and manual testing to identify […]

Serverless Architecture AI Prompt

Design a serverless architecture for a [Project_Type]. Choose the appropriate cloud services (e.g., AWS Lambda, AWS API Gateway) and outline the data flow. Specify how data will be processed, stored, and communicated between services. Provide sample configuration files (e.g., AWS SAM or Serverless Framework templates) for setting up the architecture. Include deployment steps, including how […]

Generate Changelog AI Prompt

Interpret the [Commit and Diff Messages] to create meaningful, concise descriptions for each commit. Review the commit messages and changes made in each commit. Summarize the purpose and impact of each commit in a clear and concise manner. Provide a brief description that communicates what was achieved or fixed in each commit. Ensure that the […]

Automated Test Suite Design AI Prompt

Design an automated test suite for the [Software_Project]. Identify the critical components and modules of the software project and outline the types of tests that would be most effective. Provide code snippets for implementing these tests in [Programming_Language]. Start by categorizing the types of tests needed, such as unit tests, integration tests, and end-to-end tests. […]

Performance Optimization AI Prompt

Analyze the performance bottlenecks in the provided [Code Snippet]. Recommend changes to improve speed and efficiency. Provide before and after benchmarks to quantify the improvement. Ensure the recommendations adhere to the [Coding Standards]. Begin by conducting a code review to identify potential bottlenecks, such as inefficient algorithms or resource-intensive operations. Propose code optimizations, such as […]

Code Review Checklist AI Prompt

Create a comprehensive code review checklist tailored for [Programming Language] and [Project Type]. Include checks for syntax, performance, security, and maintainability. Provide explanations for each item on the checklist to guide reviewers effectively. Ensure that the checklist covers aspects specific to the chosen programming language and project type, such as code structure, libraries, and best […]

Security Audit AI Prompt

Conduct a security audit on the given [Code Repository]. Identify vulnerabilities related to data leaks, injection attacks, and poor authentication mechanisms. Provide code fixes and best practices to mitigate these risks. Begin by reviewing the codebase thoroughly, focusing on areas where sensitive data is handled, inputs are accepted, and authentication is implemented. Identify potential security […]

Database Design AI Prompt

Design a database schema for a [Project_Type] with [Number_of_Tables] tables. Provide an Entity-Relationship (ER) diagram and SQL code for table creation. Ensure the design is optimized for query performance and data integrity. Define the relationships between tables and specify primary keys, foreign keys, and indexes where necessary. Include data types, constraints, and any additional details […]

DevOps Pipeline Configuration AI Prompt

Outline a DevOps pipeline for a [Project_Type] built with [Technology_Stack]. Include stages for code linting, unit testing, building, and deployment. Suggest tools and provide sample configuration files. Start by defining the project’s technology stack and development environment. Specify the version control system (e.g., Git) and repository structure. Describe the process for code linting using tools […]

API Design and Documentation AI Prompt

Design a RESTful API for a [Project Type]. Provide endpoint URLs, request-response structures, and HTTP methods for each endpoint. Include comprehensive documentation that details the functionality of each endpoint, required headers, and possible response codes. Specify the data formats (e.g., JSON, XML) for requests and responses. Define authentication and authorization mechanisms if applicable. Ensure that […]

Front-end Component Library AI Prompt

Create a component library for a [Project Type] using [Frontend Framework]. Identify the reusable UI elements, such as buttons, cards, and modals, that can be standardized. Provide code snippets and usage guidelines for each component, including variations and customization options. Ensure consistency in design, functionality, and accessibility across the library. Specify best practices for integrating […]

Code Refactoring AI Prompt

Review the given [Legacy_Code] and identify areas for refactoring. Suggest changes to improve code readability, maintainability, and performance. Provide before and after code snippets to demonstrate improvements. Focus on optimizing algorithms, reducing redundancy, and enhancing code structure. Ensure that the refactored code aligns with best practices and coding standards. Highlight how the proposed changes will […]

Cloud Infrastructure Cost Optimization AI Prompt

Analyze and optimize the cloud infrastructure costs for [Cloud_Service] being used in production. Suggest cost-saving measures such as resource right-sizing, reserved instances, and auto-scaling policies. Provide insights into cost allocation and identify underutilized resources. Propose a comprehensive cost management plan that aligns with the company’s budget and resource usage patterns.

semi circlediagonal moon line

All Prompts Categories


Explore AI-enhanced research prompts to streamline your data gathering and analysis, boosting efficiency and accuracy in your research endeavors.


Revolutionize learning and teaching strategies with AI-driven education prompts, enhancing engagement and comprehension in academic environments.

Email Marketing

Elevate your email marketing campaigns with AI prompts, designed to create compelling content that resonates with your audience.


Enhance user experience and interface design with AI prompts, aiding in the creation of intuitive and user-friendly digital products.


Boost your efficiency with productivity-focused AI prompts, streamlining workflows and enhancing time management across projects.

Influencer Marketing

Leverage AI prompts for innovative influencer marketing strategies, connecting with audiences effectively and authentically.


Harness the power of analytics with AI prompts, providing insights to guide data-driven decisions and strategies.


Empower your entrepreneurial journey with AI prompts, sparking innovative ideas and strategies for business growth and development.


Navigate legal complexities with AI prompts, offering guidance for compliance, documentation, and legal strategy formulation.


Unlock exceptional customer support with our curated prompts designed for support teams. Boost your service quality, enhance problem-solving skills, and deliver unforgettable customer experiences. I


Discover expert-crafted prompts tailored for agencies seeking innovative strategies and ideas. Perfect for marketing, design, and consulting firms aiming to enhance creativity and productivity.


Optimize your online presence with SEO-focused AI prompts, tailored to improve search rankings and drive organic traffic effectively.


Advance your engineering projects with AI prompts, fostering innovative solutions and efficient problem-solving.


Boost your sales tactics with AI-driven prompts, enhancing engagement and conversion rates through targeted strategies.


Reinvent your advertising efforts with AI prompts, crafting impactful campaigns that resonate with diverse audiences.

Social Media

Elevate your social media presence with AI prompts, creating engaging content that amplifies reach and engagement.


Refine your copywriting skills with AI prompts, producing compelling and persuasive content that captivates audiences.


Enrich your content creation process with AI prompts, generating innovative and relevant material for various platforms.

Project Management

Streamline project management with AI prompts, enhancing organization, collaboration, and execution in team projects.

Website Creation

Revolutionize website creation with AI prompts, guiding the development of visually appealing and user-centric websites.

Branding / Design

Reimagine branding and design with AI prompts, crafting unique identities and visuals that stand out in the market.


Develop winning strategies with AI prompts, offering guidance for effective planning and execution in business and marketing.


Transform your e-commerce strategies with AI prompts, driving sales and enhancing customer experiences in the digital marketplace.

Real Estate

Explore top-notch prompts for real estate professionals looking to elevate their marketing, sales, and property management strategies.