Documentation
README
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
This is the opening of the README. Read the full README on GitHub.