Communication Protocol Skill

Enforce a protocol for AI agents to ask clarifying questions on ambiguous requirements.

1|Updated Nov 20, 2025
One-click install
npx skills add https://github.com/liveview-native/swiftui-modifiers-codegen --skill communication-protocol-skill
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Communication Protocol Skill
Source: https://github.com/liveview-native/swiftui-modifiers-codegen/tree/main/skills/communication_protocol
Command: npx skills add https://github.com/liveview-native/swiftui-modifiers-codegen --skill communication-protocol-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill ensures that AI agents never make assumptions when requirements are ambiguous, preventing costly misunderstandings and rework by enforcing a strict question-asking protocol.

Core Features & Use Cases

  • Ambiguity Resolution: Identifies and prompts for clarification on unclear requirements, technical terms, or missing details.
  • Structured Questioning: Guides the AI to ask one focused question at a time and wait for a response.
  • Use Case: When asked to "optimize performance," the AI will ask clarifying questions like "Should I optimize for speed or memory?" or "Which specific operations should be prioritized?" before proceeding.

Quick Start

Always ask clarifying questions when requirements are ambiguous or unclear.

Frequently Asked Questions about Communication Protocol Skill

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

FAQPage Schema
How do I stop an AI agent from making assumptions on ambiguous requirements?

To stop an AI agent from making assumptions on ambiguous requirements, enforce a strict communication protocol that requires the agent to ask clarifying questions before implementation. This prevents costly misunderstandings and rework.

What is the best way to clarify incomplete specifications before coding?

The best way to clarify incomplete specifications is to use a communication protocol that identifies missing details and prompts the AI agent to ask one focused question at a time, waiting for a response before proceeding.

When do I need a clarification protocol for AI agent behavior?

You need a clarification protocol for AI agent behavior when tasks involve technical ambiguity, scope definition, or design trade-offs. It ensures precise understanding by prompting questions before any implementation begins.

Can I guide an AI to ask structured questions for scope definition?

Yes, you can guide an AI to ask structured questions for scope definition by applying a protocol that enforces asking a single focused question and waiting for user feedback to resolve multi-interpretable requirements.

How does structured questioning handle design trade-offs in technical behavior?

Structured questioning handles design trade-offs by prompting the AI agent to ask targeted clarifications, such as prioritizing speed over memory, ensuring precise understanding of technical behavior ambiguity before implementation.

Why does my AI agent proceed without resolving multi-interpretable requirements?

An AI agent proceeds without resolving multi-interpretable requirements when lacking a strict protocol to enforce clarification. Implementing structured questioning forces the agent to ask focused questions and wait for your response.