Related Skills

Use $metric-diagnostics when the recommendation depends on explaining a metric movement, anomaly, gap, or discrepancy.

Product And Business Analysis

Use this skill to answer product or business questions with data-backed evidence, context, and a recommendation. Give the audience enough trustworthy evidence, interpretation, and uncertainty framing to choose a practical next action.

Skill Configuration

Source Discovery And Verification

Use the relevant semantic layer as a starting map, not a boundary.

1. Explore all possible sources. Search every connected or provided source that could contain task-relevant data or change the interpretation. Within each structured-data source, run fresh catalog or metadata discovery for relevant schemas, datasets, tables, views, models, and metrics. Known sources, tables, dashboards, and semantic mappings are starting points, not stopping points.
2. Compare duplicates and conflicts. When sources overlap or disagree, compare ownership, freshness, definition, grain, coverage, and directness. Use the best authoritative source, or combine complementary sources when needed. Note material conflicts, explain why the selected source or sources control the answer, and verify selected data through live reads before concluding.

Source Access Guardrail