Monitor Automation

Command: monitor-automation

Inputs

• journey – automation identifier.
• window – reporting cadence (7d, 14d, 30d, rolling).
• metrics – comma-separated KPIs (activation, retention, revenue, NPS, pipeline).
• experiments – optional list of A/B/C tests to track.

Workflow

1. KPI Mapping – align goals to metrics, data sources, attribution windows.
2. Instrumentation Audit – confirm events/fields exist, dashboards, alerts, and experiment IDs.
3. Insight Generation – highlight drop-offs, bottlenecks, fatigue, list growth, deliverability, suppression trends.
4. Action Plan – recommend experiments, content refresh, cadence tweaks, or routing updates.
5. Governance – log changes in journey changelog, assign owners, set follow-up dates.

Outputs

• Dashboard spec (Looker/Tableau/GDS) plus SQL snippets.
• Weekly digest template with insights + recommended actions.
• Alert configuration guide (Amplitude/Braze/Husky) for SLA breaches.

Agent/Skill Invocations

• data-orchestrator – ensures accurate instrumentation.
• workflow-testing skill – sets up regression tests/alerts.
• lifecycle-mapping skill – contextualizes metrics by stage.