analytics-interpreter

To diagnose campaign anomalies, the analytics-interpreter reads live Saleshandy metrics via MCP, compares them against baselines using lookback windows, and generates root-cause hypotheses. It surfaces performance deltas and proposes 1-3 AB tests to investigate the detected anomalies.

The best way to generate an analytics snapshot is to run a read-only analysis across your active sequences. The Skill produces an audit-ready markdown file named analytics-snapshot-YYYY-MM-DD.md, saved directly to your outreach-workspace for sharing and record-keeping.

Yes, you can analyze a specific scope. The Skill supports flags to narrow the read-only MCP analysis from all active sequences and accounts down to a single specified account, applying the same lookback windows and baseline comparisons to generate targeted insights.

AB tests help investigate drops by providing testable actions based on root-cause hypotheses. After detecting metric anomalies against your baselines, the Skill proposes 1-3 AB tests to validate why opens or engagement changed, giving you actionable guidance for follow-up.

No, analyzing live Saleshandy analytics requires only read-only access via MCP tools. The Skill fetches metrics, identifies anomalies, and generates hypotheses without modifying your active sequences, ensuring your campaign data remains untouched during analysis.