Stage 1: Declarative Rules Stage 2: AST Transforms Stage 3: AI Skills workflow.yaml rules/ scripts/ tests/ agents/skill/ RENAME PARSE EDGE GUARDED TARGETED REVIEW Breaking Change Rule Card AST Tree TS Transform Rust Call Chain AI Skill Area Human Judgment Merged Output