lcbp3/specs/100-Infrastructures/134-ai-model-change/checklists/requirements.md

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

Content Quality

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

Requirement Completeness

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

Feature Readiness

• All functional requirements have clear acceptance criteria
• User scenarios cover primary flows (OCR, main AI, health check)
• Feature meets measurable outcomes defined in Success Criteria
• 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