Related Skills

Use $gather-business-context when business context is needed to understand the metric, analysis period, ownership, or plausible explanations.

Use $product-business-analysis when the task asks for a recommendation or tradeoff decision after diagnosing the movement.

Use $analyze-data-quality when dashboard trust, grain, freshness, or source disagreement could affect the metric.

Metric Diagnostics

Use this skill to diagnose why a metric changed or differs from expectation. Reproduce the metric, define the comparison, quantify the movement, validate likely drivers, and state what is verified, likely, unresolved, and useful to do next.

Clarify with the user when a missing input would materially change the analytical frame or recommendation. Otherwise make a reasonable assumption, state it, and proceed.

Skill Configuration

Source Discovery And Verification

Use the relevant semantic layer as a starting map, not a boundary.