signals-scout-anomaly-detection

Signals scout that watches the project's most-viewed dashboards and insights for anomalies — bursts, drops, flat-lines, and trend breaks — against each insight's own seasonality-matched baseline.

Compatibility

Runs as the PostHog Signals scout in a Claude sandbox with read-only analytics scopes plus signal_scout_internal:write (scratchpad), signal_scout_report:write (the report channel — emit_report / edit_report), and notebook:write (the notebook write-up behind each report). Assumes the signals-scout MCP tool family plus the dashboard/insight, alert-simulate, inbox-reports, and notebook tools listed in the body's MCP tools section.