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
More from dkyazzentwatwa/supernavigator
nav-task
Manage Navigator task documentation - create implementation plans, archive completed tasks, update task index. Use when user starts new feature, completes work, or says "document this feature".
2dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
2nav-init
Initialize SuperNavigator (OS + App layers) documentation structure in a project. Auto-invokes when user says "Initialize SuperNavigator", "Initialize Navigator", "Set up SuperNavigator", etc.
2nav-loop
Run tasks until complete with structured completion signals. Auto-invoke when user says "run until done", "keep going until complete", "iterate until finished", "loop mode", "autonomous mode".
2nav-compact
Clear conversation context while preserving knowledge via context marker. Use when user says "clear context", "start fresh", "done with this task", or when approaching token limits.
2nav-release
Validate and release Navigator plugin to marketplace. Auto-invoke when user says "release plugin", "publish navigator", "create release", or "deploy new version".
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