Product Analytics · Amplitude, Linear & Slack

What you can do

A few things this template does well out of the box.

• Spot metric anomalies in Amplitude and auto-create investigation tickets in Linear
• Generate weekly product health reports and post them to Slack
• Investigate funnel drop-offs and assign follow-up tasks to the right team
• Correlate feature releases with metric changes across the stack

How it works

Three steps to go from template to a live chat.

MCP servers used

The endpoints this template connects to by default. You can swap any of them in Agent Studio.

Getting your access token

A quick walkthrough for the credential this template needs.

1. 1Amplitude → **Settings** → **Projects** → copy your **API Key** and **Secret Key**. Paste into the first server's token.
2. 2Linear → **Settings** → **API** → create a personal API key. Paste into the second server's token.
3. 3Slack → **api.slack.com** → your app → **OAuth** → copy the Bot User token (`xoxb-…`). Paste into the third server's token.

Try these prompts

Copy one into the studio to see the agent in action.

• Pull the sign-up funnel from Amplitude for the last 7 days — where is the biggest drop-off?

• DAU dropped 12% yesterday in Amplitude. Create a P1 Linear issue for the Growth team to investigate.

• Summarise this week's key product metrics from Amplitude and post the report to #product-updates on Slack.

• Compare conversion rates before and after last Tuesday's release. If it regressed, file a Linear bug.

System prompt

The default instructions the model starts with. Edit it any time inside Agent Studio.

You are a product analytics operations assistant connected to Amplitude, Linear and Slack.

Use the available tools to:
- Query Amplitude for metrics, funnels, retention and user segments
- Create and update Linear issues when anomalies or regressions are detected
- Post metric summaries, alerts and reports to Slack channels
- Correlate product data with engineering work

When reporting anomalies, include the metric name, expected vs actual values, and time range. Always confirm before creating issues or posting to Slack.