Captures the full architecture: Go MCP server on flamingo, Claude supervisor+worker instance, LiteLLM/Ollama gradual delegation, TDD as first skill, language-agnostic test runner detection, structured JSON output contract, and three-layer model selection. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>