Tools provided
Tools the agent exposes — your AI client calls them automatically when it needs them.
- run_full — Run the GA4 anomaly detector end-to-end: collect metric series (mock/provided/live), detect anomalies deterministically (z-score/IQR), synthesize a narrative alert, return the full JSON result.
- detect_anomalies — Given ready GA4 metric series (MetricSeries[]) and optional sensitivity, run pure deterministic anomaly detection (no LLM) and return scored anomalies.
- analyze — Lower-level: given a full RawData object (series + method), run the deterministic analyzer and return anomalies.
- connector_status — Report GA4 connector readiness: required credential slots, the allowlisted egress host, and whether live credentials are present (secret-safe; values never shown).
- list_capabilities — List the agent's static capabilities: tools, detection methods, default metrics, and credential slots.
- plan_inputs — Plan/brainstorm the inputs for a tool: returns the questions, schema and a ready-to-edit example.
