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label_ai_service/specs/001-ai-service-requirements/checklists/requirements.md
wh e0d080ceea feat: add AI service requirements spec (001-ai-service-requirements)
- 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
2026-04-10 14:51:34 +08:00

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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 measurableSC 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 defined8 个 User Story 均含 Acceptance Scenarios
  • Edge cases are identified6 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 identified9 条假设含内外网访问、ZhipuAI 托管等)

Feature Readiness

  • All functional requirements have clear acceptance criteriaFR-001~FR-018 逐一可追溯到 User Story 验收场景)
  • User scenarios cover primary flowsP1: 文本/图像提取P2: 视频/QAP3: 微调/健康检查)
  • Feature meets measurable outcomes defined in Success Criteria
  • No implementation details leak into specificationTechnical 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/speckit.plan