Auditing experiments and feature flags

This skill teaches you how to run configuration audits on experiments and feature flags. All checks use read_data and list_data — no SQL queries are needed for Phase 1 checks.

Usage modes

Quick check (single entity)

When the user asks about a specific experiment or flag:

1. Fetch the entity via read_data (e.g., read_data("experiments", id) or read_data("feature_flags", id)).
2. Apply the relevant checks from experiment checks or flag checks.
3. Report findings inline as markdown, grouped by severity (CRITICAL first, then WARNING, then INFO).
4. Include entity links as [Experiment: name](/experiments/id) or [Flag: key](/feature_flags/id).

Scoped audit (one domain)

When the user asks to audit all experiments or all flags: