Gate and commit ML architecture paths

Orchestrate Decompose the realize-path bulk onto the

Executing bulk operations with completion validation.

• · workflow args

• · GATE_SCHEMA schema result

• · grep

• · Workflow runtime initialized
• · Input args properly structured

• · Agent timeout or failure
• · Schema validation mismatch
• · Input data incomplete or malformed

• · Strict schema validation with required fields