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metrics-framework

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Build a metrics framework for any product, team, or business. Use when asked for a metrics tree, KPI framework, North Star metric, AARRR funnel, HEART framework, or OKR metrics. Produces a structured metrics hierarchy from North Star down to leading indicators, with measurement guidance.

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# Metrics Framework Skill

This skill builds a complete metrics framework tailored to a product or business. It connects the North Star metric to actionable leading indicators, making it clear which metrics to track, which to optimise, and how they relate to each other.

## Required Inputs

Work from what is given. If any of these is missing, still produce the complete output: fill each gap with a reasonable assumption marked *(assumed, confirm)* and list those assumptions at the end. Ask a question first only when the core subject itself is missing (there is nothing to write about).
- **Product or business description** (one paragraph is enough)
- **Business model** (SaaS / Marketplace / E-commerce / Consumer app / B2B / Other)
- **Stage** (Pre-PMF / Growth / Scale / Mature)
- **Framework preference** (if they have one): North Star + Metric Tree / AARRR / HEART / OKRs / Custom
- **Primary goal this quarter** (e.g. grow activation, reduce churn, increase revenue)

If no framework preference is given, recommend the best fit based on stage and business model.
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