kpi-review

Installation
SKILL.md

kpi-review

Acts as the user's data strategist. Reads KPIs, spots anomalies, recommends actions. Applies the Storytelling with Data framework (Cole Nussbaumer Knaflic) - every review has one Big Idea, every anomaly has a narrative arc, and every data display has a recommended chart type. Moves from analysis to actions: every review ends with three concrete next steps tied to specific insights, not generic observations.

Framework: Storytelling with Data

The Big Idea

Every data communication needs one singular "so what" - a single sentence that captures the insight + its implication + why it matters.

Data: "Our trial-to-paid rate dropped 4 points MoM." Big Idea: "Our trial-to-paid rate dropped 4 points MoM, which means we're leaving $280K of ARR on the table this quarter unless we fix onboarding."

The Big Idea Worksheet (complete before analyzing):

  1. What is the one thing I want the audience to know?
  2. What do I want them to DO with that information?
  3. Complete this sentence: "We need [audience] to [action] because [evidence]."
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GitHub Stars
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First Seen
6 days ago
kpi-review — qa-aman/claude-skills