metric-spec-builder

What problem does it solve?

Formalizes loosely defined metric concepts into precise, implementation-ready metric specifications with fields like numerator, denominator, data source, owner, and thresholds. This skill enforces a disciplined intake, validation, formalization, and conflict-check process to reduce metric sprawl and governance risk.

Core Features & Use Cases

• Intake-driven spec generation: collects {{METRIC_CONCEPT}}, {{OBJECTIVE}}, {{AUDIENCE}}, SOURCE_MATERIAL, CONSTRAINTS, and OWNER to produce a complete spec.
• Phase-driven quality: performs Phase 2 validation (precision, completeness, alignment) and Phase 4 conflict checks, returning actionable gaps and resolutions.
• Production-ready output: delivers a fully populated spec with name, definition, formula (plain + symbolic), numerator, denominator, data source, refresh cadence, owner, calculation example, thresholds, and known limitations.
• Conflict resolution readiness: includes migration notes and deprecation guidance when overlaps exist.
• Documentation companion: ready for inclusion in a data dictionary or wiki with a clear pre-production note if any gaps remain.

Quick Start

Supply a metric concept and objective; the builder will generate a complete specification with formulas, data sources, ownership, and thresholds.