What does /lens-metrics do?

It defines a metrics framework with North Star, input metrics, SQL per metric, ownership, review cadence, and action triggers.

How do I install /lens-metrics?

Install Tonone for Claude Code via tonone.ai/get-started.

AI Metrics Definition Doc Generator

Metrics drift in their definitions. Active users means seven different things across the team. Revenue is reported three ways depending on the report. Conversion is timed differently in product analytics than in finance. Without a single definition source, every report becomes a discussion of what the numbers mean.

The /lens-metrics skill defines the metrics framework top-down. North Star metric with rationale. Supporting input metrics with precise definitions. SQL per metric so the math is reproducible. Ownership assignment per metric. Review cadence. Action triggers (what to do when the metric moves).

What the framework includes

North Star: one metric that captures product success. Input metrics: 4-7 supporting metrics that move the North Star. SQL definitions: exact query per metric. Ownership: a person or team owns each metric. Cadence: weekly, monthly, quarterly review. Action triggers: what to do when the metric moves outside the expected band.

Tonone's /lens-metrics skill defines metrics frameworks with North Star, input metrics, SQL definitions, ownership, cadence, and action triggers.

LensAnalytics

/lens-metrics

Defines a metrics framework from the top down: North Star metric with rationale for why it is the right measure of success, supporting input metrics with precise definitions, SQL queries for each metric, ownership assignment to a specific person or team, review cadence, and action triggers specifying what to do when each metric moves.

When starting a new product or feature and need to…

LensAnalytics

/lens-dashboard

Builds an analytical dashboard where every chart answers exactly one question for one specific audience. Detects your data stack (Metabase, Grafana, Streamlit, or Chart.js), designs a metric hierarchy, and implements the dashboard with proper labeling, filtering, drill-down capability, and data refresh configuration.

When building a new analytics dashboard for a prod…

LensAnalytics

/lens-report

Builds an automated reporting pipeline: SQL queries for each metric, scheduling logic (daily, weekly, monthly), delivery via Slack or email with proper formatting, threshold alerts for unusual values that need attention, and historical comparison tables. Low-maintenance once set up.

When stakeholders need recurring metric reports de…

LumenProduct Analytics

/lumen-metrics

Designs a metrics framework: North Star metric with rationale for why it correctly captures product value, input metrics that drive it and can be influenced by product decisions, operational metrics for engineering health, and guardrail metrics that flag regressions. Each metric has a precise definition, an owner, a cadence, and an action trigger.

When a product team is starting from scratch on me…

Install

/lens-metrics ships with the Lens agent in Tonone for Claude Code.

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Lens

$ claude plugin install lens@tonone-ai

Frequently asked questions

What does /lens-metrics do?: It defines a metrics framework with North Star, input metrics, SQL per metric, ownership, review cadence, and action triggers.
How do I install /lens-metrics?: Install Tonone for Claude Code via tonone.ai/get-started.