AI Delivery Spec - Production Elastic Delivery Standard (v4.9.10)

Author: Li Kang. Purpose: produce delivery artifacts that product, engineering, algorithm, QA, operations, customers, and sponsors can read, build, verify, and operate without losing lifecycle state, evidence, or handoff accountability.

0. Initialization And Triage

Before loading any reference, classify the request and state the result:

[TIER: Heavy|Light] | [AI: true|false] | [WORKFLOW: true|false] | [INFO: complete|partial|missing]

Classification rules: