coc-reference

Document the COC framework's five-layer architecture and anti-amnesia patterns.

Updated Mar 23, 2026

Search Tags:#architecture #reference #guardrails #five-layer #coc #human-on-the-loop

Ready to run

npx skills add https://github.com/esperie/midas --skill coc-reference-esperie

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: coc-reference
Source: https://github.com/esperie/midas/tree/main/.claude/skills/28-coc-reference
Command: npx skills add https://github.com/esperie/midas --skill coc-reference-esperie

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This reference consolidates the COC framework knowledge, enabling teams to align on the five-layer architecture and anti-amnesia patterns without scattering information across documents.

Core Features & Use Cases

Provides a concise, authoritative overview of the five layers (Intent, Context, Guardrails, Instructions, Learning) and key patterns.
Supports discussions of AI-assisted development methodologies, Human-on-the-Loop workflows, and institutional knowledge engineering.
Use Case: A team references the framework during design reviews to ensure consistent guardrails and context.

Quick Start

Ask the coc-reference skill for a concise, structured explanation of the five-layer architecture and related patterns.

Frequently Asked Questions about coc-reference

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

What is the five-layer architecture in AI-assisted development frameworks?▼

The five-layer architecture structures AI-assisted development workflows into Intent, Context, Guardrails, Instructions, and Learning layers to maintain consistency and prevent knowledge loss.

How do I establish guardrails for Human-on-the-Loop workflows?▼

To establish guardrails for Human-on-the-Loop workflows, reference the COC framework's five-layer architecture to define operational boundaries and institutional oversight mechanisms during AI-assisted development.

What are anti-amnesia patterns in AI coding workflows?▼

Anti-amnesia patterns are structural methodologies within the COC framework that consolidate institutional knowledge, preventing context loss and ensuring continuity across AI-assisted development cycles.

How do I structure a design review using the COC framework?▼

Structure a design review using the COC framework by applying its five-layer architecture reference to verify consistent guardrails, validate context alignment, and enforce Human-on-the-Loop oversight.

Does the COC architecture require specific dependencies to implement?▼

No, the COC architecture reference operates without external dependencies, providing a standalone conceptual framework for institutional knowledge engineering and AI-assisted development methodology alignment.

When should I use the COC framework instead of standard vibe coding?▼

Use the COC framework instead of standard vibe coding when you need structured anti-amnesia patterns, explicit architectural guardrails, and consistent Human-on-the-Loop oversight to prevent institutional knowledge loss.