lcbp3/specs/200-fullstacks/224-intent-classification/checklists/requirements.md

Specification Quality Checklist: Intent Classification System

Purpose: Validate specification completeness and quality before proceeding to planning
Created: 2026-05-19
Feature: spec.md

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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
• Dependencies and assumptions identified

Feature Readiness

• All functional requirements have clear acceptance criteria
• User scenarios cover primary flows
• Feature meets measurable outcomes defined in Success Criteria
• No implementation details leak into specification

Notes

• ฟีเจอร์นี้อ้างอิงจาก ADR-024 ซึ่งกำหนดกลยุทธ์ Hybrid Pattern First → LLM Fallback ไว้แล้ว
• Intent Definitions 12 รายการถูกกำหนดใน ADR-024 — ไม่ต้องตัดสินใจใหม่
• Tool Layer (ADR-025) จะรับ Intent ต่อไป — ฟีเจอร์นี้จบที่การ Classify Intent เท่านั้น