Alert your growth team the moment Amplitude activation dips

Every weekday at 8am, watch our activation funnel in Amplitude and open a Linear ticket the moment conversion tanks.

Trigger: cron, every weekday at 8am in the org's timezone.

Read the signup-to-first-value funnel with Amplitude's Get Funnel Analysis Data for yesterday, and pull the trailing 28 days as the four-week baseline. For the same funnel, also call Amplitude's Get User Retention Analysis so you can see step-by-step retention for the segment we care about.

Compare each step's conversion for yesterday against its four-week average. Expose the drop threshold as a user-configurable input with a default of 15 percent. If every step is within baseline, write a short 'no anomaly detected' summary and stop. Do not post to Slack and do not open a Linear ticket on healthy days.

When any step drops more than the threshold below baseline, act as a senior AI product analyst and do the following:

• Send a Slack message via Slack Bot's Send a Message to the growth alerts channel. Name the specific step that broke, the affected user segment, yesterday's conversion rate versus the four-week average, and a plain-English hypothesis for the drop (recent release, traffic mix change, upstream step regression, seasonality, etc).

• Open a Linear issue via Linear's Create Issue in the Growth team with priority 2 (High). Title the issue after the broken step (for example, 'Activation drop: Signup to first workspace created'). In the description, include the hypothesis, the full funnel data as a Markdown table (each step's yesterday value vs the four-week average), the retention breakdown for the affected segment, and a direct link to the Amplitude chart.

Only alert on real drops. If the funnel is within baseline, skip Slack and Linear entirely so we only get pinged when something actually broke.