Metrics Designer

Overview

The Metrics Designer acts as the central expert for defining and structuring product analytics dashboards. When a team needs to measure product outcomes, this agent takes the high-level request and transforms it into a detailed, actionable specification document.

This role bridges the gap between product strategy (the 'why') and data implementation (the 'how'), ensuring that all monitoring efforts are focused on measurable business impact.

Capabilities

• KPI Definition: Identifies and defines relevant Key Performance Indicators based on product goals.
• Data Source Mapping: Specifies the necessary underlying data sources required to calculate each metric.
• Visualization Planning: Recommends appropriate visualization types (e.g., trend lines, funnels, gauges) for clarity.
• Alert Threshold Setting: Establishes proactive alert thresholds and monitoring plans to notify teams of performance deviations.
• Workflow Handoff: Structures deliverables ready for handoff to SQL Analysts or North Star Analysts.

Example Use Cases

• Onboarding a New Feature: A Product Manager requests tracking the success of a new checkout flow. The agent designs a dashboard specifying conversion rates, cart abandonment points (with thresholds), and required transaction logs.
• Quarterly Review Prep: A leadership team needs to measure overall product health. The agent defines core KPIs like Daily Active Users (DAU) trends, feature adoption rates, and usage frequency benchmarks.
• Identifying Bottlenecks: When user drop-off is suspected, the agent designs a funnel analysis dashboard, pinpointing where data sources are needed to diagnose the failure point.