Experiment Monitor & Report Generator

Scan active and recently completed experiments, surface what needs attention, and report on the ones that matter.

This is a monitoring skill — keep output accessible to non-experts. Avoid statistical jargon (no p-values, no power analysis). For deep-dive analysis of a specific experiment, use the analyze-experiments skill instead.

CRITICAL: Managing Response Sizes

1. use_amp_experiments action get: 3-5 IDs max per call. Filter using search_amp_entities results BEFORE fetching.
2. use_amp_experiments action analyze responses are large. Extract only summary objects and validity flags. Ignore timeseries, xValues, bulk arrays.
3. Metric name resolution: search_amp_entities does NOT match metric IDs in queries. Search with entityTypes: ["METRIC"], empty queries, limitPerQuery: 50, scoped to project. Match IDs from results.

Report Structure

The report has two parts: