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example-skill

Apply boundary-aware communication protocols with uncertainty disclosure for AI agents.

3|1|Updated Feb 28, 2026
Search Tags:#communication#clarity#uncertainty#AI ethics#boundaries#humane AI
One-click install
npx skills add https://github.com/humanity4ai/project_human --skill example-skill-humanity4ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: example-skill
Source: https://github.com/humanity4ai/project_human/tree/main/templates/skill
Command: npx skills add https://github.com/humanity4ai/project_human --skill example-skill-humanity4ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and scenarios (resource) components.

What problem does it solve?

This skill helps AI agents communicate more effectively by ensuring clarity, respecting boundaries, and acknowledging uncertainty, leading to more humane and trustworthy interactions.

Core Features & Use Cases

  • Contextual Awareness: Understands user intent and applies communication protocols.
  • Boundary Management: Adheres to defined limits, such as avoiding clinical advice or legal counsel.
  • Uncertainty Disclosure: Clearly communicates assumptions and confidence levels.
  • Use Case: An AI assistant helping a user draft an email can use this skill to ensure the tone is appropriate, sensitive information is handled correctly, and any potential misunderstandings are flagged.

Quick Start

Use the example skill to draft a polite refusal to a request outside of its defined boundaries.

Frequently Asked Questions about example-skill

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

FAQPage Schema
How do I make AI communication clearer and more humane for user interactions?▼

AI agents manage boundaries by adhering to defined limits, such as avoiding clinical advice or legal counsel, and clearly communicating assumptions and confidence levels to users.

What is uncertainty disclosure in AI agent interactions?▼

AI agents manage boundaries by adhering to defined limits, such as avoiding clinical advice or legal counsel, and clearly communicating assumptions and confidence levels to users.

How do I format a polite refusal when an AI request is outside defined boundaries?▼

AI agents manage boundaries by adhering to defined limits, such as avoiding clinical advice or legal counsel, and clearly communicating assumptions and confidence levels to users.

Can I use this for safety-critical communication protocols in AI?▼

AI agents manage boundaries by adhering to defined limits, such as avoiding clinical advice or legal counsel, and clearly communicating assumptions and confidence levels to users.

What are the limitations of using boundary-aware communication for AI agents?▼

AI agents manage boundaries by adhering to defined limits, such as avoiding clinical advice or legal counsel, and clearly communicating assumptions and confidence levels to users.

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