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 replaces unstructured vibe coding with disciplined, context-aware AI development. ## 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 Diagnosis: 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 developer responsibilities. - Use Case: When discussing AI-assisted development methodology or deciding how to structure agents, rules, and hooks in a Claude Code project, load this reference to ground the conversation in the COC framework. ## Quick Start Ask the AI to explain how the COC five-layer architecture prevents convention drift in AI-generated code.
