nav-diagnose
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
Auto-invoke when:
- 2+ corrections on the same topic detected
- User says "something seems off", "you're not getting this"
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