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.
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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
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.
Break the change down by the dimensions that drive it, such as region, plan, or channel.
pending
Rank the contributing segments by how much each one moved the headline number.
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Write the top three drivers as plain bullets and post them to the metric's Slack channel.
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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.