Idea Breakdown & Prompt Gen
Turn vague ideas into tech workflows and AI prompts
Idea Breakdown & Prompt Gen
Turn vague ideas into tech workflows and AI prompts
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Description
Transform a vague idea into clear, actionable automated tasks and AI programming instructions. Whether it is content organization, data processing, file operations, or tasks requiring web access, model calls, or result generation, this Skill redefines your requirements from an engineering perspective, clarifying inputs, processing logic, and final outputs. It breaks down complex goals into specific atomic capabilities such as searching, reading, parsing, summarizing, judging, writing, and API calls, and helps you evaluate the practical feasibility of each step. It then presents how the task runs using a concise logic flow, allowing you to see what the system needs to accomplish before you start developing. Finally, you receive an English prompt ready to be handed directly to AI coding assistants like Claude Code and Cursor, complete with clear task goals, execution requirements, and input-output specifications. It is ideal for quickly turning everyday requirements, product concepts, or ideas you want to build but are unsure how to tackle into actionable Vibe Coding development plans.
Best for
Ideal for creators, product visionaries, and developers looking to turn vague requirements or product ideas into clear development plans.
How to use this Skill
Provide your input
Provide a vague idea, daily requirement, or task you want to automate.
Run the Skill
The system redefines your requirement, breaks it down into viable technical capabilities and processing steps, and clarifies the input, logic, and output.
Review your result
Receive a structured development plan along with English programming instructions ready for AI coding assistants.
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Have you ever had moments like these— You ask AI to write a weekly report, and it gives you a childish play-by-play; you ask it to revise a résumé, and it serves up “teamwork, diligence, and a strong sense of responsibility”; you ask it to analyze data, and it starts with, “As an AI, I’m happy to help you…” It’s not that AI is incapable—the problem is that your instructions are too amateurish. There are already plenty of Prompt templates teaching you how to write Prompts. But even after using them, you still can’t write your own—because what you’re missing isn’t a template. It’s the ability to compile requirements. This SKILL is my Prompt compiler: a condensed version of the Prompt architecture methodology I use every day as an AI OPC—someone working on the front lines of AI implementation—to write Prompts for teams. You explain what you need in plain language, and it gives you a top-tier architecture. Input: “Help me write a monthly report” Output: a complete eight-module Prompt architecture—role, task, audience, process, constraints, format, self-check, and examples, all locked in. Copy and paste it into ChatGPT / Claude / DeepSeek / Kimi, and the first output will be ready to use. Even better, it will tell you: ✓ Which model is best for this Prompt ✓ Which variables you can change directly next time (learn once, reuse repeatedly) ✓ Which one missing piece of information could take the output to the next level How is it different from an ordinary Prompt template SKILL? Other SKILLs give you a fish—one finished Prompt. This SKILL gives you a compiler—the ability to compile any requirement into a Prompt. Install it once, and every AI use case you have will improve—writing, reporting, analysis, translation, customer service, content creation, and more. Who should install it: People who use AI every day but are never satisfied with the output People who want to learn Prompt engineering without spending thousands on a course Team leaders who want to standardize AI use but don’t know where to start Content creators, researchers, students, job seekers, and side-hustle builders How well you use AI doesn’t depend on which model you choose. It depends on whether you can compile your requirements. Install it today, and the quality of your conversations with AI will take a dramatic leap forward.
Information
- Version
- v2
- Last updated
- Runtime credits
- Usage-based
- Models
- Auto
- Use cases
- Software development
- What you get
- PromptPlan