adv-prototype

Create throwaway prototypes to validate business logic and UI designs.

4|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/Sharper-Flow/Advance --skill adv-prototype
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: adv-prototype
Source: https://github.com/Sharper-Flow/Advance/tree/main/skills/adv-prototype
Command: npx skills add https://github.com/Sharper-Flow/Advance --skill adv-prototype

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the uncertainty of building features by providing a structured way to prototype business logic or UI variations before committing to production code.

Core Features & Use Cases

  • Logic Prototyping: Build interactive terminal applications to test state machines and complex business logic edge cases.
  • UI Exploration: Generate multiple radical UI variations on a single route to compare layouts and information hierarchy.
  • Use Case: When unsure if a state machine handles a specific edge case, use this Skill to build a throwaway TUI that lets you manually trigger transitions and observe state changes in real-time.

Quick Start

Use the adv-prototype skill to generate a new logic prototype for the current state machine design.

Frequently Asked Questions about adv-prototype

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate a state machine design before writing production code?

You can validate a state machine by generating a throwaway terminal application that lets you manually trigger transitions and observe state changes in real-time before committing to implementation.

What is the best way to compare multiple UI variations for a single route?

Comparing UI variations involves generating multiple radical interface layouts on a single route to evaluate information hierarchy and design choices before selecting a final approach.

How do I prototype business logic edge cases without affecting my main codebase?

You can prototype business logic using throwaway code executed in an isolated, memory-only environment, ensuring your main codebase remains unaffected during empirical verification.

Do I need a specific task runner to execute throwaway prototypes?

Yes, executing throwaway prototypes requires a project-specific task runner to run the validation code in an isolated, memory-only environment.

When should I use throwaway code for engineering prototyping instead of building directly?

Use throwaway code for engineering prototyping when design decisions require empirical verification, such as testing complex business logic or exploring radical UI variations before implementation.