Navigator Loop Skill

Execute tasks iteratively until completion with structured signals, stagnation detection, and dual-condition exit gates.

Why This Exists

Traditional AI coding requires manual "keep going" prompts. Navigator Loop provides:

• Structured completion signals (NAVIGATOR_STATUS block)
• Dual-condition exit gate (heuristics + explicit signal)
• Stagnation detection (circuit breaker for stuck loops)
• Progress visibility (phases: INIT → RESEARCH → IMPL → VERIFY → COMPLETE)

Based on Ralph's autonomous loop innovations, adapted for Navigator's context-efficient architecture.

When to Invoke

Auto-invoke when:

• User says "run until done", "keep going until complete"
• User says "iterate until finished", "autonomous mode"