What problem does it solve? AI coding assistants suffer from amnesia, convention drift, and security blindness because they lack institutional knowledge. This Skill provides the reference for the COC (Cognitive Orchestration for Codegen) framework, a five-layer architecture that encodes organizational context, guardrails, and procedures directly into the AI's operating environment. ## Core Features & Use Cases - Five-Layer Architecture Reference: Covers Intent (30 specialized agents), Context (progressive disclosure skills), Guardrails (9 rules plus 9 hooks), Instructions (7-phase workflow with quality gates), and Learning (observation-instinct-evolution pipeline). - Vibe Coding Critique: Explains the three fault lines of unstructured AI coding and why institutional knowledge matters more than model capability. - Autonomous Execution Model: Details the 10x throughput multiplier, structural versus execution gates, and Human-on-the-Loop development roles. - Use Case: When discussing AI-assisted development methodology, anti-amnesia patterns, or designing enforcement hooks for coding agents, load this reference to ground the conversation in the COC framework's terminology and principles. ## Quick Start Ask the AI to explain how the COC five-layer architecture prevents convention drift in AI-generated code.
