socratic-ai-prompt-skill

# socratic-ai-prompt-skill
Socratic prompting is a strategy that shifts AI from a "vending machine" for answers to a "thinking partner". Instead of providing a direct answer, the AI is instructed to ask questions, challenge assumptions, or lead you to a conclusion through dialogue.
It follows the [socratic method](https://en.wikipedia.org/wiki/Socratic_method) principles.

## Core Principles
- **Interrogation Before Execution**: Force the AI to ask clarifying questions about your goal before it attempts to solve it.
- **Assumption Surfacing**: The AI identifies hidden beliefs or unstated constraints in your request.
- **Iterative Refinement**: You and the AI engage in a back-and-forth "dance" to narrow down the best possible solution.
- **Role Reversal**: You can act as the student while the AI acts as a Socratic Tutor that guides you to the answer rather than giving it to you.

## How To Use It
This skill intercepts a standard request, performs domain research (if necessary), transforms the request into a rigorous Socratic dialogue framework, and requires your sign-off before execution. <br>
### Example:
Once the skill is added to your Agent configuration:

1. Trigger it:
```
"Use the Socratic Architect to help me design a scalable microservices architecture."
```
2. Observe Research:
Agent will likely run a search command like: `google_search("common pitfalls in microservices scaling").`
3. Review the Draft:
Agent will present a prompt: `"Act as a Senior Architect. Challenge my choice of database consistency models. Ask me to justify why a monolith wouldn't suffice..."`
4. Prompt refinement loop:
  - `added constraint - we use PostgreSQL`
  - `I have refined the Socratic inquiry. Should I execute this to begin our dialogue or would you like to further adjust the technical focus?`
5. Approve & Execute: `"Execute!"` <br>
Agent immediately switches modes: `"Understood. Before we discuss scaling, what specific failure domains are you trying to isolate by splitting you