{
  "datasetId": "ai-product-requirement-evidence-chain-v1",
  "schemaVersion": "1.0.0",
  "createdAt": "2026-07-21",
  "language": "zh-CN",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "licenseScope": "The field structure, Chinese descriptions, status model, and blank records created by DragonAI. Third-party materials and user research records are excluded and remain subject to their own rights and restrictions.",
  "purposeZh": "用于把 AI 产品的原始需求证据连接到用户任务、当前基线、理想输出、方案比较、数据权限、失败切片和进入 PRD 的决定。",
  "disclosureZh": "DragonAI 运营 AI 产品经理课程。本文件提供第一方七段字段规范与两个关键空白记录，不包含真实用户研究、项目数据或结果，也不是统一行业标准。",
  "evidenceStates": [
    {
      "state": "signal",
      "criterionZh": "仅有原始线索，尚未形成可检验解释。"
    },
    {
      "state": "hypothesis",
      "criterionZh": "已提出用户问题或原因假设，但仍缺目标范围内的验证。"
    },
    {
      "state": "validated_for_scope",
      "criterionZh": "只在声明的人群、任务、时间和证据范围内获得支持；不得外推。"
    },
    {
      "state": "rejected_or_deferred",
      "criterionZh": "证据反对、价值不足、条件不具备或已明确暂缓，并保留理由。"
    }
  ],
  "sections": [
    {
      "sectionId": "raw-evidence-register",
      "nameZh": "原始证据登记",
      "requiredFields": [
        "evidenceId",
        "sourceType",
        "collectedAt",
        "targetSegment",
        "taskContext",
        "rawRecordReference",
        "collectionMethod",
        "permissionOrConsent",
        "limitations",
        "reviewer"
      ],
      "verificationQuestionsZh": [
        "分析能否回到具体原始记录？",
        "模型生成的归纳是否与用户证据分开标记？"
      ]
    },
    {
      "sectionId": "current-task-baseline",
      "nameZh": "当前任务与非 AI 基线",
      "requiredFields": [
        "user",
        "trigger",
        "desiredOutcome",
        "currentSteps",
        "tools",
        "handoffs",
        "failurePoints",
        "workarounds",
        "frequencyEvidence",
        "failureCostEvidence"
      ],
      "verificationQuestionsZh": [
        "是否描述用户实际任务而非拟议功能？",
        "当前替代办法能否作为后续比较基线？"
      ]
    },
    {
      "sectionId": "ideal-output-contract",
      "nameZh": "理想输出与不可接受结果",
      "requiredFields": [
        "requiredFacts",
        "requiredEvidence",
        "formatRules",
        "allowedVariation",
        "uncertaintyBehavior",
        "clarificationRules",
        "refusalRules",
        "humanHandoff",
        "prohibitedOutputs",
        "correctionPath"
      ],
      "verificationQuestionsZh": [
        "理想输出是否由可观察属性而非空泛形容词定义？",
        "信息不足、冲突和失败时的行为是否明确？"
      ]
    },
    {
      "sectionId": "solution-comparison",
      "nameZh": "AI 与非 AI 方案比较",
      "requiredFields": [
        "manualOption",
        "ruleOrDatabaseOption",
        "searchOrSoftwareOption",
        "modelWorkflowOption",
        "agentOption",
        "sharedTaskSet",
        "comparisonMetrics",
        "selectionReason",
        "stopCondition"
      ],
      "verificationQuestionsZh": [
        "所有候选方案是否使用同一任务和指标？",
        "更简单方案达标时是否允许停止增加 AI？"
      ]
    },
    {
      "sectionId": "data-context-rights",
      "nameZh": "数据、上下文与权利",
      "requiredFields": [
        "source",
        "owner",
        "originalPurpose",
        "allowedUse",
        "sensitivity",
        "populationCoverage",
        "qualityLimitations",
        "updateCadence",
        "retention",
        "deletionPath",
        "provenanceFields"
      ],
      "verificationQuestionsZh": [
        "相应责任人是否确认用途和权限？",
        "缺失、冲突、过期和无权访问是否进入测试？"
      ]
    },
    {
      "sectionId": "failure-slices-tests",
      "nameZh": "失败切片与初始样例",
      "requiredFields": [
        "caseId",
        "userSlice",
        "taskContext",
        "input",
        "allowedData",
        "expectedOutputAttributes",
        "prohibitedBehavior",
        "handoff",
        "severity",
        "reviewer",
        "resultStatus"
      ],
      "resultStatusValues": [
        "pending",
        "pass",
        "fail",
        "blocked"
      ],
      "verificationQuestionsZh": [
        "是否覆盖正常、边界、少数高影响与依赖失败？",
        "严重失败是否独立记录而非被平均结果抵消？"
      ]
    },
    {
      "sectionId": "requirement-decision",
      "nameZh": "需求状态与进入 PRD 决定",
      "requiredFields": [
        "requirementId",
        "statement",
        "evidenceState",
        "scope",
        "supportingEvidenceIds",
        "contradictingEvidenceIds",
        "decision",
        "decisionReason",
        "owner",
        "decidedAt",
        "nextValidation",
        "reviewTrigger"
      ],
      "verificationQuestionsZh": [
        "状态是否绑定范围、依据、日期与责任人？",
        "缺少证据时是否保持假设而不是写成已验证？"
      ]
    }
  ],
  "blankEvidenceRecord": {
    "evidenceId": "",
    "sourceType": "",
    "collectedAt": "",
    "targetSegment": "",
    "taskContext": "",
    "rawRecordReference": "",
    "collectionMethod": "",
    "permissionOrConsent": "pending",
    "limitations": [],
    "reviewer": ""
  },
  "blankRequirementDecision": {
    "requirementId": "",
    "statement": "",
    "evidenceState": "signal",
    "scope": "",
    "supportingEvidenceIds": [],
    "contradictingEvidenceIds": [],
    "decision": "continue_research",
    "decisionReason": "",
    "owner": "",
    "decidedAt": "",
    "nextValidation": "",
    "reviewTrigger": ""
  },
  "sources": [
    {
      "evidenceId": "google-ml-problem-framing-20260720",
      "url": "https://developers.google.com/machine-learning/problem-framing/problem-framing"
    },
    {
      "evidenceId": "google-pair-mental-models-20260720",
      "url": "https://pair.withgoogle.com/guidebook-v2/chapter/mental-models/"
    },
    {
      "evidenceId": "google-pair-data-collection-evaluation-20260720",
      "url": "https://pair.withgoogle.com/guidebook-v2/chapter/data-collection/"
    },
    {
      "evidenceId": "nist-ai-rmf-core-20260720",
      "url": "https://airc.nist.gov/airmf-resources/airmf/5-sec-core/"
    }
  ],
  "title": "AI 产品需求证据链模板 v1",
  "description": "把原始需求证据连接到当前任务与基线、理想输出、方案比较、数据权限、失败切片和进入 PRD 的状态决定。",
  "url": "https://course.dragonai.tech/datasets/ai-product-requirement-evidence-chain-v1.json",
  "creator": "烛龙智元内容研究组"
}