# Specification Quality Checklist: Thai-Optimized AI Model Stack

**Purpose**: Validate specification completeness and quality before proceeding to planning
**Created**: 2026-06-03
**Feature**: [spec.md](../spec.md)

## Content Quality

- [x] No implementation details (languages, frameworks, APIs)
- [x] Focused on user value and business needs
- [x] Written for non-technical stakeholders
- [x] All mandatory sections completed

## Requirement Completeness

- [x] No [NEEDS CLARIFICATION] markers remain
- [x] Requirements are testable and unambiguous
- [x] Success criteria are measurable
- [x] Success criteria are technology-agnostic (no implementation details)
- [x] All acceptance scenarios are defined
- [x] Edge cases are identified
- [x] Scope is clearly bounded (nomic-embed-text excluded; n8n boundary explicit)
- [x] Dependencies and assumptions identified

## Feature Readiness

- [x] All functional requirements have clear acceptance criteria
- [x] User scenarios cover primary flows (OCR, main AI, health check)
- [x] Feature meets measurable outcomes defined in Success Criteria
- [x] No implementation details leak into specification

## Notes

- ADR-034 is the authoritative source; spec captures user-value perspective
- SC-001 OCR quality metric (>90% readable) is aspirational; verify with real docs post-deploy
- A1 (internet access on Desk-5439) should be confirmed before deploy