Two-Phase Analysis
Phase 1 uses automated tools (Grep, Glob, regex) for definitive pass/fail structural checks. Phase 2 uses LLM judgment via parallel subagents for semantic analysis of JSON schema coherence. This separation ensures deterministic issues are caught reliably while nuanced problems get appropriate reasoning.