signals-scout-anomaly-detection - Detect anomalies in dashboards and insights
Monitors frequently viewed dashboards and insights for recent spikes, drops, flat-lines, and trend breaks against seasonality-matched baselines.
Tags
Updated: 2026-10-04Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Monitor dashboards and insights
- Detect metric anomalies
- Score complete time buckets
- Compare seasonality-matched baselines
- Attribute changes by segment
- Maintain anomaly watchlists
- Explore high-value analytics
- Emit anomaly reports
Inputs
- Dashboard data
- Saved insight series
- Project activity profile
- Watchlist entries
- Prior scout runs
- Insight trend rankings
- Detector configuration
Outputs
- Anomaly reports
- Notebook write-ups
- Watchlist entries
- Baseline records
- Retirement tombstones
- Scratchpad state changes
Requirements
- Claude sandbox
- PostHog Signals scout runtime
- Read-only analytics scopes
- signal_scout_internal:write permission
- signal_scout_report:write permission
- notebook:write permission
- Signals scout MCP tools
- Dashboard and insight tools
- Alert simulation tools
- Inbox report tools
- Notebook tools