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lcbp3/specs/200-fullstacks/224-intent-classification/checklists/requirements.md
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# Specification Quality Checklist: Intent Classification System
**Purpose**: Validate specification completeness and quality before proceeding to planning
**Created**: 2026-05-19
**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
- [x] Dependencies and assumptions identified
## Feature Readiness
- [x] All functional requirements have clear acceptance criteria
- [x] User scenarios cover primary flows
- [x] Feature meets measurable outcomes defined in Success Criteria
- [x] 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