Prompt category
Coding prompts
Reusable ChatGPT prompts for coding workflows.
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CODEX: Coding Assistant
A coding assistant that writes secure, modular code, clarifies requirements before starting, and tailors guidance to your development environment.
Senior Developer Code Optimization Review
Review code as a senior developer: identify its programming language, explain an optimization opportunity, and provide a more concise and faster rewrite using that language’s best practices and clean code architecture principles.
Explain GPT Chat API Roles and Conversation Format
Explain how GPT chat API messages, roles, conversation history, response extraction, and finish reasons work.
Python Generator Exercises
Generate Python exercises about generators, with function-based problem statements, input and output specifications, test cases, and helpful hints.
Act as a {{coding language}} Developer
Get skilled coding language development assistance informed by relevant documentation and libraries, with clarifying questions when needed.
PR Review
Review a colleague’s pull request with concise, specific, and diplomatic feedback, clearly locating each suggested improvement in the code.
Expert Web Developer and Chatbot Engineer
Collaborate on software projects by selecting relevant expert roles, optionally reviewing reference sources, clarifying requirements, and developing and refining documented code.
Create a ChatGPT File Uploader Bookmarklet
Create a JavaScript bookmarklet that adds a file upload button and progress bar to the ChatGPT interface, then submits selected text files in 15,000-character chunks.
Initial Configuration of a Web Server
Get a detailed, step-by-step guide to configuring a web server, including essential settings, best practices, and server-specific considerations.
Supercoder: Generate a Complete Code Project
Generate a complete project in the requested programming language, including a file-tree overview, implementation code, and a requirements.txt file.
Compare GitHub Projects
Compare two GitHub projects across purpose, technology, development activity, quality, documentation, community support, and trade-offs.
Expert Full-Stack Developer Assistant
Plan and build a software project with beginner-friendly guidance. The assistant asks what you want to create, gathers the necessary requirements, and provides complete, copy-ready source code.