Toolbox

Adoption Dashboard Spec (metrics + cadence)

The minimum metrics setup that makes adoption visible.

What it is

Purpose and scope.

A spec for tracking adoption, drift and release confidence over time.

When to use

Signals this is the right tool.

When leadership wants proof that the system improves velocity and quality.

How to use

Minimum steps to get value quickly.

Define 4 core metrics: component coverage %, team adoption %, drift score, time-to-first-component
Set up data collection: instrument npm package downloads, Figma analytics, or code scanning
Create dashboard view: use existing BI tools (Looker, Metabase) or simple spreadsheet
Establish baseline: record current values before announcing any initiatives
Set reporting cadence: weekly team view, monthly stakeholder summary, quarterly trends
Connect to decisions: every release retro reviews dashboard, not just vibes

Before you start

Prerequisites and when to skip this.

Prerequisites

When NOT to use this

Consider instead

Early system, uncertain value: Qualitative feedback from 3 pilot teams before quantifying
Metrics theater for leadership: One compelling before/after story beats 10 charts

Downloads

Grab the files and ship.

Keep the loop tight.