community-automations/metric-explainer

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PublicClaude subagent

Metric Explainer

A KPI moves and the first question is always why; the dashboard shows the shift but not the cause. This explainer does the breakdown for you.

sonnet4 daysSnowflakeOpenAIdbtSlack
ClaudeClaude
ROI for
README.md

Why this subagent

A KPI moves and the first question is always why; the dashboard shows the shift but not the cause. This explainer does the breakdown for you.

It pulls the metric, decomposes the change across the dimensions that drive it, and ranks segments by how much each one moved the number. The top three drivers come back as plain bullets in Slack, so the answer arrives before anyone opens a single chart.

How it runs

    • Read

      Used at step 01 to kick off the pipeline.

    • Write

      Used at step 01 to kick off the pipeline.

    • WebFetch

      Used at step 01 to kick off the pipeline.

    • WebSearch

      Used at step 01 to kick off the pipeline.

Sample output

json
// Sample output
// (generated when the pipeline finishes)

Explain a KPI's change as three ranked bullets, each naming the segment and its contribution to the move.

Unlock the rest

The full agent definition, install snippet, and starter task are gated for community members.

Members get the full `.md` agent file, the npm / pnpm install one-liners, a starter prompt that we've tuned against real runs, and the open-source repo when this automation ships there. One email, magic link, done.