Navigator Diagnose Skill

Detect when human-AI collaboration quality drops and prompt re-anchoring to restore effective communication.

Why This Exists (Theory of Mind)

Based on Riedl & Weidmann 2025 research on Human-AI Synergy:

• Theory of Mind varies dynamically within users (moment-to-moment)
• Quality drops occur when ToM alignment degrades
• Early detection and re-anchoring restores collaboration effectiveness
• Both user ToM (understanding Claude) and Claude's model of user can drift

This skill detects when collaboration is degrading and prompts corrective action.

When to Invoke