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The Architecture Validator skill implements a robust documentation improvement loop by helping developers create, refine, and synchronize human-validated C4 models with actual code structure. By leveraging devac MCP tools to query code graphs, it identifies container groupings, key components, and data flows while applying rigorous M1-M4 documentation quality standards. This skill generates dual-format outputs—human-readable Markdown with ASCII diagrams and machine-usable LikeC4 DSL—allowing teams to detect architectural drift, calculate gap scores, and maintain a high-fidelity 'source of truth' for system design.