This task can be performed using Get Shit Done
Turn messy AI prompts into clean, spec-driven code fast
Best product for this task
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.
What to expect from an ideal product
- Transforms vague prompts into detailed technical specifications before any code gets generated, preventing the usual back-and-forth confusion that leads to inconsistent results
- Maintains clean context boundaries across multiple AI coding sessions so your project requirements don't get muddled or forgotten as you work
- Integrates directly with Claude, OpenCode, and Gemini CLI tools to create a structured pipeline that produces predictable outputs instead of random code variations
- Eliminates guesswork coding by enforcing specification-first development, ensuring every piece of generated code aligns with your actual project needs
- Streamlines the entire workflow from messy idea to production-ready code without forcing you into complex project management tools that slow down development
