Agent Analytics Skill

Goal

Provide visibility into the "Black Box" of agent execution by tracking cost (tokens) and efficiency (time/loops).

Flow

Steps

1. Metric Capture

Input: Completion of a Task / Tool Call / Phase. Action: Log the following structured data:

• timestamp: ISO 8601
• agent_id: Loki / Claude / Gemini
• task_id: T-NNN
• tokens_in: (Estimated)
• tokens_out: (Estimated)
• duration_ms: Execution time
• status: SUCCESS | FAILURE | RETRY