agentprivacy-trust-spanning

Define privacy-preserving coordination protocols for dual-agent handoffs within an information budget.

Updated Nov 22, 2025
One-click install
npx skills add https://github.com/mitchuski/agentprivacy-zypher --skill agentprivacy-trust-spanning
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agentprivacy-trust-spanning
Source: https://github.com/mitchuski/agentprivacy-zypher/tree/main/agentprivacy-skills/agentprivacy-skills-v4/role/agentprivacy-trust-spanning
Command: npx skills add https://github.com/mitchuski/agentprivacy-zypher --skill agentprivacy-trust-spanning

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the challenge of secure and private communication between AI agents (Swordsman and Mage) that must coordinate without compromising the principal's privacy guarantees.

Core Features & Use Cases

  • Information Budgeting: Manages communication to stay within a defined mutual information limit (ε).
  • Handoff Patterns: Defines protocols for blind delegation, scoped queries, and VRC-mediated coordination.
  • Use Case: Enabling a privacy-focused AI assistant to delegate tasks to a backend service while ensuring that the communication channel between them doesn't leak sensitive information about the user's request.

Quick Start

Use the agentprivacy-trust-spanning skill to coordinate agent actions within a defined information budget.

Frequently Asked Questions about agentprivacy-trust-spanning

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

FAQPage Schema
How do I enforce a mutual information budget during cross-agent coordination?

To enforce a mutual information budget during cross-agent coordination, apply defined handoff protocols like blind delegation and scoped queries that strictly limit data leakage within an epsilon limit. This ensures privacy-preserving communication between coordinating AI agents.

What is blind delegation in dual-agent architectures?

Blind delegation in dual-agent architectures is a handoff pattern that enables one agent to delegate tasks to another without exposing sensitive information. It manages information flow to maintain strict privacy guarantees for the principal.

How does the Trust Over IP framework integrate with agent privacy protocols?

The Trust Over IP framework integrates with agent privacy protocols by satisfying Layer 4 requirements of the agentprivacy.ai protocol stack, enabling secure cross-agent coordination and information flow management between defined roles.

Can I use scoped queries to prevent data leakage between coordinating AI agents?

Yes, scoped queries prevent data leakage between coordinating AI agents by restricting the information exchanged during task handoffs. They operate within a defined mutual information budget to maintain privacy-preserving communication channels.

When do I need privacy-preserving protocols for Swordsman and Mage agent roles?

You need privacy-preserving protocols for Swordsman and Mage agent roles when a frontend AI assistant must delegate tasks to a backend service without the communication channel leaking sensitive user request data.

What are the limitations of managing information flow with a strict mutual information budget?

Limitations of managing information flow with a strict mutual information budget include constraining the communication bandwidth between agents, which requires carefully structuring handoff patterns to avoid exceeding the epsilon limit during complex task coordination.