project-stage-detect

This Skill scans repository artifacts like design documents, source files, architecture records, and tests to detect the project maturity stage. It uses heuristic classification to generate a structured report with completeness estimates and confidence levels.

Performing a project audit is best handled by scanning existing codebase artifacts to identify missing or incomplete documentation and validation materials. This Skill turns those gaps into clarifying questions and prioritized recommendations for informed next-step decisions.

Gap analysis works by scanning design, source, architecture, and test artifacts to identify missing or incomplete planning materials. It then converts these gaps into clarifying questions and role-aware recommendations to help new contributors understand what work remains.

Yes, you can use repository analysis to generate role-aware recommendations for new contributors. This Skill evaluates existing artifacts and produces a structured stage report that highlights maturity, documentation coverage, and prioritized follow-up work tailored to specific roles.

Stage detection requires a codebase containing design documents, source files, architecture records, tests, or production planning materials. The Skill performs directory scanning across these artifacts to apply heuristic classification and determine the current project stage.