manual_slop/conductor/tracks/tool_usage_analytics_20260306/spec.md

Track Specification: Tool Usage Analytics

Overview

Analytics panel for tool usage patterns.

Current State Audit

Already Implemented

• tool_log_callback
• Tool execution tracking

Gaps to Fill

• No analytics UI
• No aggregation

Goals

• Most-used tools ranking
• Average execution time
• Failure rate tracking

Functional Requirements

• Usage histograms
• Time series data
• Failure logging

Non-Functional Requirements

• Efficient data aggregation