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RAG Knowledge & Intent Engine: Added semantic archetype retrieval, structured reasoning loops, and confidence scoring for autonomous document synthesis.
Universal Agent Architecture: Established AGENTS.md as the Universal Master Architecture with synchronized guides for Gemini, Claude Desktop, and Codex.
Full Glama 5.0/5.0 Quality Optimization: 100% parameter coverage, behavioral disclosures, operational prerequisites, and typed output schemas across all 15 MCP tools.