- 8 user stories (P1-P3): text triple extraction, image quadruple extraction, video frame extraction, video-to-text, QA generation (text/image), finetune management, health check - 18 functional requirements covering all 8 API endpoints - 9 success criteria with measurable metrics - Technical environment section: Python 3.12.13, FastAPI, conda label env - Quality checklist: all items pass
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2.3 KiB
Specification Quality Checklist: AI 服务需求文档
Purpose: Validate specification completeness and quality before proceeding to planning Created: 2026-04-10 Feature: ../spec.md
Content Quality
- No implementation details (languages, frameworks, APIs) — 注:Technical Environment 节单独列出,明确标注为已确认技术约束,不影响需求层表述
- Focused on user value and business needs
- Written for non-technical stakeholders(业务场景均以 ADMIN/标注员/系统为视角描述)
- All mandatory sections completed
Requirement Completeness
- No [NEEDS CLARIFICATION] markers remain
- Requirements are testable and unambiguous(每条 FR 含明确行为和可验证条件)
- Success criteria are measurable(SC 含具体时间、像素精度等量化指标)
- Success criteria are technology-agnostic (no implementation details)
- All acceptance scenarios are defined(8 个 User Story 均含 Acceptance Scenarios)
- Edge cases are identified(6 条边界情况,覆盖文件损坏、空结果、并发等)
- Scope is clearly bounded(明确:不处理上传逻辑,不管理训练资源,不对外暴露)
- Dependencies and assumptions identified(9 条假设,含内外网访问、ZhipuAI 托管等)
Feature Readiness
- All functional requirements have clear acceptance criteria(FR-001~FR-018 逐一可追溯到 User Story 验收场景)
- User scenarios cover primary flows(P1: 文本/图像提取;P2: 视频/QA;P3: 微调/健康检查)
- Feature meets measurable outcomes defined in Success Criteria
- No implementation details leak into specification(Technical Environment 节独立,不混入 FR/SC)
Notes
- Technical Environment 节超出传统需求文档范围,但用户明确要求包含环境约束(Python 3.12.13、FastAPI、conda label 环境),已单独成节并说明其性质。
- SC-009(测试覆盖)为工程质量指标,非用户感知需求,但对服务可靠性有实质影响,保留。
- 所有 [NEEDS CLARIFICATION] 均已通过合理默认值或设计文档确认,无待用户回答的开放问题。
VERDICT: ✅ 规格就绪,可进行 /speckit.clarify 或 /speckit.plan