# AI Instructions

## 1. Purpose

## 2. Operating Principles

> AI implements decisions. Humans own important decisions.

## 3. Documentation Reading Order

## 4. Traceability Requirements

## 5. Implementation Rules

## 6. Decision Boundaries

### AI May Decide

### Human Must Decide

## 7. Specification Gaps

If documentation is insufficient or contradictory:

### Detect

### Report

### Pause

### Request Decision

### Resume

Resume only after the decision is documented.

## 8. Conflict Handling

## 9. Verification Requirements

## 10. Reporting Requirements

## 11. Definition of Done

## 12. Final Workflow

READ
↓
TRACE
↓
CHECK
↓
IMPLEMENT
↓
VERIFY
↓
REPORT