fitness
Fitness — read-only goal measurement
Inspect the active goals document and run only the caller-selected measurement, validation, drift, history, export, or meta-goal command.
Renamed from goals (2026-07-29): the semantic skill is fitness; the
ao goals CLI command family is a separate product surface and keeps its
name. A thin goals compatibility alias resolves to this skill.
Measurement stays trustworthy only because it cannot mutate what it measures; the moment a fitness report edits a goal, the next report measures the editor, not the project.
Named failure mode — advice creep: a measurement report that ends with "you should…" has silently become work selection.
Anti-pattern: padding the report with recommendations to look helpful. Corrective: return the numbers, the evidence gaps, and checked/not-checked scope, and let the caller decide.