How to convert messy AI prompts into production-ready code without losing context

How to convert messy AI prompts into production-ready code without losing context

This task can be performed using Get Shit Done

Turn messy AI prompts into clean, spec-driven code fast

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Get Sh

Get Shit Done is a spec-driven workflow that powers Claude Code, OpenCode, and Gemini CLI with robust context engineering. It eliminates context rot and vibecoding, turning your high-level ideas into consistent, production-ready code without heavyweight project management overhead.

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What to expect from an ideal product

  1. Captures your messy ideas and automatically structures them into clear technical specifications before any code gets written
  2. Maintains project context across multiple coding sessions so you never lose track of what you were building or why
  3. Works with Claude, OpenCode, and Gemini to generate consistent code that follows the same patterns and standards throughout your project
  4. Prevents the common problem of AI tools drifting away from your original requirements as conversations get longer
  5. Transforms rough concepts into working code without forcing you to write detailed project plans or documentation upfront

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