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Specification

Source: spec.md

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# Specification
<!-- Budget: 3000 tokens max -->

## Context
<!-- ~300 tokens: What exists today and why this work is needed -->

## Problem
<!-- ~400 tokens: What specific problem are we solving -->

## Users
<!-- ~200 tokens: Who are the users and what do they need -->

## Requirements
<!-- ~1000 tokens: EARS-format requirements -->
<!-- Use: "The <system> shall <action>" for each requirement -->

### Functional Requirements

### Non-Functional Requirements

## Out of Scope
<!-- ~200 tokens: Explicitly list what this work does NOT cover -->

## Success Metrics
<!-- ~200 tokens: How we measure success -->

## Open Questions
<!-- ~200 tokens: Unresolved questions that need answers before planning -->