6-phase read-only analysis workflow for Python code in markdown documents.Detects design principle violations, code smells, and suggests modern Python improvements.Applies project-type-aware thresholds (POC, MVP, Private, Enterprise, Open Source).Processes one or more documents, generating per-document analysis with summary.