Signals Scout AI Observability

Sophisticated, self-contained AI observability scout with clear lenses, memory strategy, and actionable workflows

• +Rotates through well-defined cost/latency/error/eval lenses with concrete disqualifiers
• +Leverages durable memory to avoid re-emitting known issues and builds team-specific baselines
• +Delegates deep analysis to bundled exploring-llm-* skills rather than duplicating query logic
• -Shell execution permission appears unnecessary for read-only analytics and scratchpad writes