From Thinking To Coding — AI skill for Claude Code

This is how I move from using coding agents as a [product thinking partner](https://talraviv.co/put-llms-to-work/using-cursor-plain-english/intro-to-cursor) to building a "working proof of concept" (i.e. more than a shallow prototype, less than production code) with an AI coding agent.

_TLDR: These are prompts I use to create a spec, plan, and agents file, and then I just have to say "let's execute."_

Getting Started

If you're already using an AI coding agent (like Cursor, Claude Code, or similar) as a product thinking partner, here's a [video walkthrough](https://talraviv.co/put-llms-to-work/product-thinking-to-prototyping#and-so-can-you) of how to turn your thoughts into functional prototypes. The steps are also written out below.

_The UI library in the video is [Wired Elements](https://github.com/rough-stuff/wired-elements) and the font is [Gloria Hallelujah](https://fonts.google.com/specimen/Gloria+Hallelujah)._

Option 1: Have your AI coding agent copy these prompts into your project directory

Create a fresh new directory for your prototype, and open it in your AI coding agent (or change into it).

Tell your AI coding agent:

Let's clone 

https://github.com/talsraviv/from-thinking-to-coding 

into a new top-level directory in this project called "from thinking to coding/"

Option 2: Download the prompts as a ZIP and drag it into your project directory

Download the zip file from GitHub and drag the `from thinking to coding` directory into your existing AI copilot directory. Your AI agent will then be able to reference these templates using `@from thinking to coding/`.

Once integrated, the AI can see and use these templates when you reference them with `@` mentions in your conversati