idea-tracker.json

{
  "version": "1.1.0",
  "lastSync": "2026-04-03T01:00:00Z",
  "lastReview": "2026-04-02T02:30:00Z",
  "lastEvaluation": "2026-04-03T02:30:00Z",
  "evaluationCriteria": {
    "technicalFeasibility": "技术实现难度和可行性 (1-10)",
    "marketDemand": "市场需求强度 (1-10)",
    "innovation": "创新性和差异化 (1-10)",
    "developmentCost": "开发成本效率 (1-10, 分数越高越低成本)",
    "commercialPotential": "商业化潜力 (1-10)"
  },
  "ideas": {
    "ai-appointment-manager": {
      "name": "AI 预约管家",
      "file": "ai-appointment-manager.md",
      "status": "completed",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 7,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 7.8,
      "summary": "多模态预约管理，解决健忘痛点，市场强需求",
      "priority": 1,
      "startedAt": "2026-03-29T02:30:00Z",
      "completedAt": "2026-03-30T18:45:00Z"
    },
    "ai-career-soft-skills-coach": {
      "name": "AI职场软技能导师",
      "file": "awesome-ai-ideas/ideas/ai-career-soft-skills-coach.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 9,
        "marketDemand": 9,
        "innovation": 7,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 8,
      "priority": 5,
      "evaluationDate": "2026-04-04T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "职场新人刚需痛点",
          "场景模拟训练创新",
          "邮件优化和会议准备实用",
          "B2B企业培训市场大",
          "学习曲线平缓，易推广"
        ],
        "developmentStrategy": "MVP场景模拟→邮件优化→企业版功能",
        "marketOpportunity": "职场培训市场，年度培训预算充足",
        "riskLevel": "中等",
        "estimatedTimeline": "4-6个月完成MVP",
        "notes": "内容质量要求高，需要职场专家持续更新"
      }
    },
    "ai-contract-reader": {
      "name": "AI 合同阅读助手",
      "file": "ai-contract-reader.md",
      "status": "completed",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 8,
        "innovation": 7,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 7.6,
      "summary": "普通人看懂法律条款，租房场景优先，B2B潜力大",
      "priority": 3,
      "startedAt": "2026-03-29T04:50:00Z",
      "completedAt": "2026-03-29T08:50:00Z"
    },
    "ai-error-diagnostician": {
      "name": "AI 错误信息诊断师",
      "file": "ai-error-diagnostician.md",
      "status": "completed",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 9,
        "developmentCost": 6,
        "commercialPotential": 9
      },
      "totalScore": 8.2,
      "summary": "开发者刚需，环境感知+代码补丁，差异化明显",
      "priority": 4,
      "completedAt": "2026-03-29T06:50:00Z"
    },
    "code-knowledge-map-generator": {
      "name": "代码库知识地图生成器",
      "file": "code-knowledge-map-generator.md",
      "status": "completed",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 8,
        "innovation": 9,
        "developmentCost": 6,
        "commercialPotential": 8
      },
      "totalScore": 7.6,
      "summary": "新成员快速理解架构，问答式探索，企业级需求",
      "priority": 5,
      "startedAt": "2026-03-29T23:45:00Z",
      "completedAt": "2026-03-30T18:45:00Z"
    },
    "ai-email-manager": {
      "name": "AI 邮件智能管家",
      "file": "ai-email-manager.md",
      "status": "completed",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 8,
        "innovation": 7,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 7.6,
      "summary": "行动项自动提取，智能分类，隐私友好设计",
      "priority": 6,
      "startedAt": "2026-03-29T11:30:00Z",
      "completedAt": "2026-03-29T11:45:00Z"
    },
    "ai-voice-notes-organizer": {
      "name": "AI 语音笔记结构化助手",
      "file": "ai-voice-notes-organizer.md",
      "status": "completed",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 7,
        "innovation": 8,
        "developmentCost": 8,
        "commercialPotential": 8
      },
      "totalScore": 7.8,
      "summary": "语音转结构化笔记，知识关联，情感标记",
      "priority": 7,
      "startedAt": "2026-03-29T16:45:00Z",
      "completedAt": "2026-03-29T16:45:00Z"
    },
    "ai-interview-coach": {
      "name": "AI 面试场景模拟教练",
      "file": "ai-interview-coach.md",
      "status": "completed",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 7,
        "developmentCost": 8,
        "commercialPotential": 8
      },
      "totalScore": 8,
      "summary": "面试模拟训练，实时反馈，求职者刚需",
      "priority": 8,
      "startedAt": "2026-03-29T12:50:00Z",
      "completedAt": "2026-03-29T12:50:00Z"
    },
    "ai-pr-summary-analyzer": {
      "name": "AI PR 自动摘要与变更影响分析",
      "file": "ai-pr-summary-analyzer.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 6,
        "innovation": 6,
        "developmentCost": 6,
        "commercialPotential": 6
      },
      "totalScore": 6.2,
      "summary": "PR分析工具，GitHub Copilot已有类似功能",
      "priority": null
    },
    "ai-daily-briefing": {
      "name": "AI 每日简报助手",
      "file": "ai-daily-briefing.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 9,
        "marketDemand": 5,
        "innovation": 5,
        "developmentCost": 8,
        "commercialPotential": 5
      },
      "totalScore": 6.4,
      "summary": "RSS聚合+摘要，市场已有成熟产品",
      "priority": null
    },
    "ai-digital-declutter-assistant": {
      "name": "AI 数字断舍离助手",
      "file": "ai-digital-declutter-assistant.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 5,
        "innovation": 6,
        "developmentCost": 7,
        "commercialPotential": 5
      },
      "totalScore": 6,
      "summary": "数字清理，需求弱，付费意愿低",
      "priority": null
    },
    "ai-intergenerational-translator": {
      "name": "AI 代际沟通翻译官",
      "file": "ai-intergenerational-translator.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 6,
        "marketDemand": 6,
        "innovation": 7,
        "developmentCost": 7,
        "commercialPotential": 5
      },
      "totalScore": 6.2,
      "summary": "家庭沟通辅助，场景特殊，商业化难",
      "priority": null
    },
    "ai-meeting-health-guardian": {
      "name": "AI 会议健康守护者",
      "file": "ai-meeting-health-guardian.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 4,
        "innovation": 5,
        "developmentCost": 8,
        "commercialPotential": 4
      },
      "totalScore": 5.8,
      "summary": "会议疲劳提醒，需求弱，价值有限",
      "priority": null
    },
    "ai-meeting-organizer": {
      "name": "AI 聚会召集官",
      "file": "ai-meeting-organizer.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 6,
        "innovation": 6,
        "developmentCost": 7,
        "commercialPotential": 5
      },
      "totalScore": 6.2,
      "summary": "社交活动协调，微信已有基础功能",
      "priority": null
    },
    "ai-outfit-decision-advisor": {
      "name": "AI 穿搭决策顾问",
      "file": "ai-outfit-decision-advisor.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 5,
        "innovation": 6,
        "developmentCost": 7,
        "commercialPotential": 5
      },
      "totalScore": 6,
      "summary": "穿搭建议，市场小众，竞争激烈",
      "priority": null
    },
    "ai-pet-health-analyst": {
      "name": "AI 宠物健康日志分析师",
      "file": "ai-pet-health-analyst.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 6,
        "marketDemand": 5,
        "innovation": 6,
        "developmentCost": 6,
        "commercialPotential": 5
      },
      "totalScore": 5.6,
      "summary": "宠物健康分析，准确率要求高，责任风险",
      "priority": null
    },
    "ai-photo-story-generator": {
      "name": "AI 照片故事生成器",
      "file": "ai-photo-story-generator.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 6,
        "innovation": 5,
        "developmentCost": 7,
        "commercialPotential": 6
      },
      "totalScore": 6.4,
      "summary": "照片生成故事，Google Photos已有类似功能",
      "priority": null
    },
    "ai-rights-evidence-assistant": {
      "name": "AI 维权证据助手",
      "file": "ai-rights-evidence-assistant.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 5,
        "innovation": 7,
        "developmentCost": 7,
        "commercialPotential": 5
      },
      "totalScore": 6.2,
      "summary": "维权文书生成，场景低频，法律风险",
      "priority": null
    },
    "ai-running-coach": {
      "name": "AI 跑步陪练",
      "file": "ai-running-coach.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 6,
        "innovation": 6,
        "developmentCost": 7,
        "commercialPotential": 6
      },
      "totalScore": 6.4,
      "summary": "跑步陪练，已有大量竞品（Keep等）",
      "priority": null
    },
    "ai-speaking-companion": {
      "name": "AI 口语陪练伴侣",
      "file": "ai-speaking-companion.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 6,
        "innovation": 5,
        "developmentCost": 8,
        "commercialPotential": 6
      },
      "totalScore": 6.6,
      "summary": "口语练习，市场已有成熟产品（Duolingo等）",
      "priority": null
    },
    "ai-subscription-manager": {
      "name": "AI 订阅管家",
      "file": "ai-subscription-manager.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 6,
        "innovation": 5,
        "developmentCost": 7,
        "commercialPotential": 6
      },
      "totalScore": 6.2,
      "summary": "订阅管理，银行APP已有类似功能",
      "priority": null
    },
    "ai-tech-meeting-speaking-coach": {
      "name": "AI 技术会议发言教练",
      "file": "ai-tech-meeting-speaking-coach.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 5,
        "innovation": 6,
        "developmentCost": 7,
        "commercialPotential": 5
      },
      "totalScore": 6,
      "summary": "技术会议发言，场景过于细分",
      "priority": null
    },
    "ai-travel-translator": {
      "name": "AI 境外游翻译官",
      "file": "ai-travel-translator.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 6,
        "innovation": 5,
        "developmentCost": 8,
        "commercialPotential": 6
      },
      "totalScore": 6.6,
      "summary": "旅游翻译，Google Translate已很成熟",
      "priority": null
    },
    "energy-assistant": {
      "name": "AI 个人能源管家",
      "file": "energy-assistant.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 5,
        "innovation": 6,
        "developmentCost": 7,
        "commercialPotential": 5
      },
      "totalScore": 6,
      "summary": "能源账单分析，场景低频，智能家居已有",
      "priority": null
    },
    "gift-recommendation-assistant": {
      "name": "AI 礼物推荐助手",
      "file": "gift-recommendation-assistant.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 5,
        "innovation": 5,
        "developmentCost": 8,
        "commercialPotential": 5
      },
      "totalScore": 6.2,
      "summary": "礼物推荐，场景低频，已有大量竞品",
      "priority": null
    },
    "moving-assistant": {
      "name": "AI 搬家打包指挥官",
      "file": "moving-assistant.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 4,
        "innovation": 6,
        "developmentCost": 7,
        "commercialPotential": 4
      },
      "totalScore": 5.6,
      "summary": "搬家打包，场景极低频，市场小",
      "priority": null
    },
    "spaced-repetition-system": {
      "name": "AI 遗忘曲线复习助手",
      "file": "spaced-repetition-system.md",
      "status": "low-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 6,
        "innovation": 5,
        "developmentCost": 8,
        "commercialPotential": 6
      },
      "totalScore": 6.6,
      "summary": "复习系统，Anki等已有成熟方案",
      "priority": null
    },
    "voice-notes-structure": {
      "name": "AI 语音笔记结构化",
      "file": "voice-notes-structure.md",
      "status": "duplicate",
      "scores": {},
      "totalScore": 0,
      "summary": "与 ai-voice-notes-organizer 重复",
      "priority": null
    },
    "ai-rental-detective": {
      "name": "AI 租房看房侦探",
      "file": "rental-detective/README.md",
      "status": "completed",
      "scores": {
        "technicalFeasibility": 7.5,
        "marketDemand": 8.25,
        "innovation": 8.25,
        "developmentCost": 5.5,
        "commercialPotential": 7.75
      },
      "totalScore": 7.45,
      "summary": "租房避坑神器，拍照诊断+合同风险扫描，刚需痛点明确，B2B/C端双重价值",
      "priority": 1,
      "startedAt": "2026-03-29T02:45:00Z",
      "completedAt": "2026-03-30T18:45:00Z"
    },
    "ai-carbon-footprint-tracker": {
      "name": "AI 碳足迹追踪助手",
      "file": "awesome-ai-ideas/ai-carbon-footprint-tracker.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 8,
        "innovation": 7,
        "developmentCost": 6,
        "commercialPotential": 8
      },
      "totalScore": 7.8,
      "summary": "AI驱动的个人碳足迹追踪与管理工具",
      "priority": 5,
      "evaluationDate": "2026-03-31T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "环保趋势契合",
          "多维度数据整合",
          "社交激励机制",
          "B2B企业ESG需求",
          "商业模式多元"
        ],
        "developmentStrategy": "数据源对接→AI分析引擎→社交功能",
        "marketOpportunity": "环保科技市场，ESG政策利好",
        "riskLevel": "中等",
        "estimatedTimeline": "6-8个月完成MVP"
      }
    },
    "ai-workspace-orchestrator": {
      "name": "AI Workspace Orchestrator",
      "file": "awesome-ai-ideas/ai-workspace-orchestrator.md",
      "status": "in-progress",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 9
      },
      "totalScore": 8.2,
      "summary": "企业级AI工作流自动化平台，通过自然语言界面智能调度多个AI引擎",
      "priority": 1,
      "startedAt": "2026-03-30T19:45:00Z",
      "lastUpdated": "2026-04-12T00:45:00Z",
      "githubUrl": "https://github.com/ai-ideas-lab/ai-workspace-orchestrator",
      "localPath": "/Users/wangshihao/projects/openclaws/ai-workspace-orchestrator",
      "createdAt": "2026-03-30",
      "phase": "UserAuthService已实现：用户注册/登录/JWT令牌管理/角色更新，18个测试全通过",
      "evaluation": {
        "evaluator": "孔明",
        "evaluationDate": "2026-03-31T02:30:00Z",
        "keyStrengths": [
          "自然语言交互创新",
          "多AI引擎智能调度",
          "企业级架构设计",
          "中文市场深度优化",
          "商业模式清晰"
        ],
        "developmentStrategy": "优先开发核心功能：自然语言解析器→AI调度引擎→工作流执行器",
        "marketOpportunity": "企业SaaS市场，预期付费转化率≥15%",
        "riskLevel": "中等",
        "estimatedTimeline": "6-9个月完成MVP"
      },
      "progress": {
        "completed": [
          "核心API框架搭建完成",
          "工作流执行历史记录功能",
          "执行历史查询API（支持分页和筛选）",
          "执行统计信息API",
          "工作流执行状态跟踪",
          "性能监控端点",
          "单元测试验证",
          "Git代码提交和推送",
          "WebSocket实时状态更新功能",
          "前端实时状态监听组件",
          "工作流执行实时通知系统",
          "AI Agent数据模型关系修复",
          "AI Agent完整CRUD API实现",
          "AI Agent Schema定义和验证",
          "AI Agent状态管理功能",
          "模板管理功能实现",
          "模板CRUD操作API",
          "用户自定义模板支持",
          "模板搜索和分类功能",
          "模板使用次数统计",
          "完整的单元测试覆盖",
          "PostgreSQL数据库集成服务实现",
          "数据库集成服务（DatabaseIntegrationService）",
          "AI引擎集成服务（AIEngineIntegrationService）",
          "统一数据库与AI引擎集成接口",
          "数据迁移功能从内存到PostgreSQL",
          "AI引擎健康检查机制",
          "集成测试框架实现",
          "performance-monitor.test.ts 断言修复（getRecentMetrics排序 + API Handlers数据隔离）",
          "自然语言解析API端点（parse/entities/intent/commands）",
          "NLP路由注册到Express服务器",
          "NLP服务完整单元测试（20个测试全部通过）",
          "工作流步骤重试机制（指数退避 + 可配置策略）",
          "步骤类型感知的默认重试策略（AI/API/数据）",
          "Webhook 外部集成服务（注册/投递/重试/HMAC签名）",
          "Webhook API 路由（CRUD + 测试端点 + 投递记录）",
          "Webhook 单元测试（23/23 全部通过）",
          "资源级访问控制服务（ResourceAccessService）",
          "资源所有权注册和自动 admin 授权",
          "细粒度访问共享（read/write/admin 层级）",
          "基于时间的访问过期机制",
          "资源类型隔离（workflow/template/engine/dashboard）",
          "ResourceAccessService 单元测试（14/14 全部通过）",
          "优先级请求队列（RequestQueue）- 负载均衡+熔断器集成",
          "DashboardService - 实时监控仪表板聚合服务（getDashboardSummary + getAlerts）",
          "UserAuthService - 用户注册/登录/JWT令牌管理/角色更新（register + login + verifyToken）"
        ],
        "inProgress": [],
        "next": [
          "React前端界面开发",
          "实时监控仪表板",
          "用户权限管理系统",
          "工作流模板编辑器",
          "部署和CI/CD配置",
          "生产环境PostgreSQL优化",
          "高级AI功能实现"
        ],
        "testStatus": {
          "lastRun": "2026-04-12T00:45:00Z",
          "suitesPassed": 9,
          "suitesFailed": 17,
          "testsPassed": 193,
          "testsFailed": 21,
          "knownIssues": [
            "3个测试文件混用vitest导入（需改为jest）",
            "PrismaClient engine=client需要adapter配置",
            "git push因frontend/node_modules大文件被GitHub拒绝"
          ]
        }
      }
    },
    "ai-gardening-designer": {
      "name": "AI 园艺设计师",
      "file": "awesome-ai-ideas/ai-gardening-designer.md",
      "status": "completed",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 8,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 7.8,
      "summary": "为城市小阳台族提供AI驱动的园艺设计和养护系统",
      "priority": 2,
      "evaluationDate": "2026-03-31T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "游戏化园艺体验",
          "个性化智能推荐",
          "多平台覆盖（移动端+Web）",
          "Freemium商业模式",
          "电商服务集成"
        ],
        "developmentStrategy": "MVP验证图像识别→完善推荐系统→建设社区功能",
        "marketOpportunity": "城市园艺市场，目标用户10万+",
        "riskLevel": "中等",
        "estimatedTimeline": "6个月完成MVP"
      },
      "githubUrl": "https://github.com/ai-ideas-lab/ai-gardening-designer",
      "localPath": "/Users/wangshihao/projects/openclaws/ai-gardening-designer",
      "createdAt": "2026-03-31",
      "updatedAt": "2026-04-04T16:45:00Z",
      "completedAt": "2026-04-04T16:45:00Z",
      "phase": "测试框架完整实现",
      "progress": {
        "completed": [
          "项目初始化和基础架构搭建",
          "Express + TypeScript后端框架",
          "Prisma数据库schema设计（完整模型）",
          "GitHub仓库创建和代码提交",
          "开发环境配置（TypeScript、ESLint、Jest）",
          "项目结构完整搭建",
          "简化版API服务实现",
          "基础用户、植物、项目管理API",
          "AI分析接口",
          "健康检查和错误处理",
          "后端基础功能实现",
          "MVP核心功能开发完成",
          "AI设计推荐系统完善",
          "智能植物问题诊断系统",
          "个性化护理学习系统",
          "植物数据库种子数据导入",
          "React前端界面开发",
          "Home、Dashboard、Projects、Plant Library、Community、Profile页面",
          "Material-UI组件库集成",
          "响应式设计实现",
          "用户认证和植物管理上下文",
          "API服务层和类型定义",
          "Vite构建配置和开发环境",
          "测试框架完整实现"
        ],
        "inProgress": [
          "社区功能基础实现"
        ],
        "next": [
          "移动端适配",
          "高级AI功能实现",
          "用户反馈系统",
          "电商集成功能",
          "性能优化和监控",
          "生产环境部署配置",
          "CI/CD管道搭建",
          "用户测试和反馈收集",
          "支付系统集成",
          "数据分析仪表板"
        ]
      }
    },
    "ai-family-health-guardian": {
      "name": "AI 家庭健康哨兵",
      "file": "awesome-ai-ideas/ai-family-health-guardian.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 9,
        "innovation": 7,
        "developmentCost": 6,
        "commercialPotential": 8
      },
      "totalScore": 7.4,
      "summary": "为独居老人子女提供AI驱动的家庭健康监测系统",
      "priority": 3,
      "evaluationDate": "2026-03-31T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "老龄化社会刚需",
          "IoT+AI深度融合",
          "B2C+B2B双重市场",
          "社会价值显著",
          "技术壁垒较高"
        ],
        "developmentStrategy": "IoT设备集成验证→AI健康分析→家庭协作网络",
        "marketOpportunity": "养老科技市场，政策支持力度大",
        "riskLevel": "中高",
        "estimatedTimeline": "8-10个月完成MVP"
      }
    },
    "ai-dialect-heritage-assistant": {
      "name": "AI 方言传承助手",
      "file": "awesome-ai-ideas/proposals/ai-dialect-heritage-assistant.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 8,
        "innovation": 9,
        "developmentCost": 7,
        "commercialPotential": 7
      },
      "totalScore": 7.6,
      "summary": "让奶奶的方言在家族中延续，情感化文化传承",
      "priority": 4,
      "evaluationDate": "2026-03-31T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "文化传承价值高",
          "情感连接强",
          "游戏化学习体验",
          "微信小程序生态",
          "差异化明显"
        ],
        "developmentStrategy": "粤语MVP→用户反馈优化→多方言扩展",
        "marketOpportunity": "文化保护市场，具有社会影响力",
        "riskLevel": "中等",
        "estimatedTimeline": "4-6个月完成MVP"
      }
    },
    "ai-safety-guardian": {
      "name": "AI 数字防骗小卫士",
      "file": "awesome-ai-ideas/ai-safety-guardian.md",
      "status": "medium-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 9,
        "innovation": 7,
        "developmentCost": 6,
        "commercialPotential": 8
      },
      "totalScore": 7.4,
      "summary": "专为老年人设计的AI智能防骗助手",
      "priority": null,
      "evaluationDate": "2026-03-31T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "老年人刚需市场",
          "适老化设计优秀",
          "社会公益价值高",
          "政府合作机会大",
          "技术实现难度适中"
        ],
        "developmentStrategy": "防骗识别核心功能→语音交互→教育系统",
        "marketOpportunity": "银发科技市场，政策扶持",
        "riskLevel": "中高",
        "notes": "社会价值高，但开发复杂度相对较高"
      }
    },
    "ai-salary-negotiation-coach": {
      "name": "AI 薪资谈判教练",
      "file": "awesome-ai-ideas/proposals/ai-salary-negotiation-coach.md",
      "status": "medium-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 8,
        "innovation": 7,
        "developmentCost": 7,
        "commercialPotential": 7
      },
      "totalScore": 7.2,
      "priority": null,
      "evaluationDate": "2026-03-31T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "职场刚需痛点",
          "OCR+LLM技术可行",
          "变现模式清晰",
          "用户付费意愿强",
          "市场规模明确"
        ],
        "developmentStrategy": "Offer解析→话术生成→模拟训练",
        "marketOpportunity": "职场服务市场，跳季高峰期需求大",
        "riskLevel": "中等",
        "notes": "单次付费模式，用户获取成本需控制"
      }
    },
    "ai-icebreaker-coach": {
      "name": "AI 破冰对话教练",
      "file": "awesome-ai-ideas/pr/2026-03-25-ai-icebreaker-coach.md",
      "status": "medium-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 8,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 7
      },
      "totalScore": 7.4,
      "priority": null,
      "evaluationDate": "2026-03-31T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "社交焦虑痛点精准",
          "场景感知创新",
          "实时推送体验",
          "订阅模式可持续",
          "可扩展性强"
        ],
        "developmentStrategy": "MVP验证话题生成→场景感知→企业版",
        "marketOpportunity": "职场社交培训市场",
        "riskLevel": "中等",
        "notes": "创新性强，但用户习惯培养需要时间"
      }
    },
    "ai-emotional-health-companion": {
      "name": "AI 情绪健康陪伴助手",
      "file": "awesome-ai-ideas/ideas/ai-emotional-health-companion.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 8,
      "priority": 3,
      "evaluationDate": "2026-04-04T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "青少年心理健康刚需",
          "多模态情绪识别技术成熟",
          "CBT心理疏导专业支撑",
          "家庭+学校双重市场",
          "社会价值显著，政策支持"
        ],
        "developmentStrategy": "MVP验证情绪识别→心理疏导系统→家庭功能扩展",
        "marketOpportunity": "青少年心理健康市场，政策扶持力度大",
        "riskLevel": "中高",
        "estimatedTimeline": "6-8个月完成MVP",
        "notes": "需要专业医疗团队支持，数据隐私要求高"
      }
    },
    "ai-music-creation-companion": {
      "name": "AI音乐创作智能伙伴",
      "file": "awesome-ai-ideas/ideas/ai-music-creation-companion.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 9
      },
      "totalScore": 8.2,
      "priority": 2,
      "evaluationDate": "2026-04-04T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "创作者三大痛点精准解决",
          "B2B+B2C双轨商业模式",
          "AI生成+版权保护一站式",
          "市场容量大（1000万+创作者）",
          "技术壁垒高，竞争差异化"
        ],
        "developmentStrategy": "创作辅助引擎→版权检测系统→商业化平台",
        "marketOpportunity": "独立音乐创作市场，订阅制收入稳定",
        "riskLevel": "中等",
        "estimatedTimeline": "8-10个月完成MVP",
        "notes": "版权法律风险需重点管控，AI生成质量要求高"
      }
    },
    "ai-personal-growth-coach": {
      "name": "AI个人成长教练",
      "file": "awesome-ai-ideas/ideas/ai-personal-growth-coach.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 9,
        "marketDemand": 9,
        "innovation": 9,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 8.4,
      "priority": 1,
      "evaluationDate": "2026-04-04T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "终身学习市场年增长45%",
          "LLM+知识图谱+心理学算法",
          "个性化成长路径差异化明显",
          "多元化收入流，18个月盈亏平衡",
          "用户粘性高，网络效应强"
        ],
        "developmentStrategy": "成长规划引擎→智能学习助手→社交学习网络",
        "marketOpportunity": "全球终身学习市场1亿+用户",
        "riskLevel": "中等",
        "estimatedTimeline": "6-8个月完成MVP",
        "notes": "用户留存是关键挑战，需要持续价值提供"
      }
    },
    "ai-science-explorer": {
      "name": "AI科学探索助手",
      "file": "awesome-ai-ideas/ideas/ai-science-explorer.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 8,
        "innovation": 8,
        "developmentCost": 8,
        "commercialPotential": 7
      },
      "totalScore": 7.8,
      "priority": 4,
      "evaluationDate": "2026-04-04T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "科研场景深度优化",
          "知识图谱跨学科关联技术",
          "B2B机构客户收入稳定",
          "促进科学发现社会价值高",
          "数据网络效应明显"
        ],
        "developmentStrategy": "文献导航系统→知识图谱构建→机构服务扩展",
        "marketOpportunity": "全球科研人员800万+，机构采购为主",
        "riskLevel": "中高",
        "estimatedTimeline": "9-12个月完成MVP",
        "notes": "学术数据接入难度大，B2B销售周期长"
      }
    },
    "ai-neurodiversity-family-ai": {
      "name": "AI神经多样性家庭助手",
      "file": "prs/0308-ai-neurodiversity-family-ai.md",
      "status": "new",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 9,
        "innovation": 9,
        "developmentCost": 6,
        "commercialPotential": 8
      },
      "totalScore": 7.8,
      "summary": "为神经多样性家庭提供AI支持的沟通和协作工具，促进家庭和谐",
      "priority": null,
      "evaluationDate": "2026-04-02T01:00:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "社会价值显著",
          "技术需求明确",
          "家庭场景特殊",
          "AI情感识别",
          "个性化支持"
        ],
        "developmentStrategy": "情感识别→沟通分析→个性化建议→家庭协作",
        "marketOpportunity": "特殊需求家庭市场，社会关注度高",
        "riskLevel": "中高",
        "notes": "情感识别准确率要求高，伦理考虑重要"
      }
    },
    "ai-collaboration-inspiration-engine": {
      "name": "AI协作灵感引擎",
      "file": "ai-collaboration-inspiration-engine.md",
      "status": "new",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 9,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 8.2,
      "summary": "AI驱动的跨时空协作创作平台，让个人创作者突破思维局限，实现全球创意碰撞",
      "priority": 1,
      "evaluationDate": "2026-04-02T01:00:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "跨时空协作创新",
          "智能匹配系统",
          "知识融合机制",
          "创作者网络效应",
          "AI工具开发者专属"
        ],
        "developmentStrategy": "协作匹配引擎→知识融合系统→创作加速工具",
        "marketOpportunity": "创作者经济市场，全球协作需求增长",
        "riskLevel": "中等",
        "estimatedTimeline": "6-8个月完成MVP"
      },
      "ai-emotional-health-companion": {
        "name": "AI情绪健康陪伴助手",
        "file": "awesome-ai-ideas/ideas/ai-emotional-health-companion.md",
        "status": "high-value",
        "scores": {
          "technicalFeasibility": 8,
          "marketDemand": 9,
          "innovation": 8,
          "developmentCost": 7,
          "commercialPotential": 8
        },
        "totalScore": 8,
        "priority": 3,
        "evaluationDate": "2026-04-02T02:30:00Z",
        "evaluation": {
          "evaluator": "孔明",
          "keyStrengths": [
            "青少年心理健康刚需",
            "多模态情绪识别技术成熟",
            "CBT心理疏导专业支撑",
            "家庭+学校双重市场",
            "社会价值显著，政策支持"
          ],
          "developmentStrategy": "MVP验证情绪识别→心理疏导系统→家庭功能扩展",
          "marketOpportunity": "青少年心理健康市场，政策扶持力度大",
          "riskLevel": "中高",
          "estimatedTimeline": "6-8个月完成MVP",
          "notes": "需要专业医疗团队支持，数据隐私要求高"
        }
      },
      "ai-music-creation-companion": {
        "name": "AI音乐创作智能伙伴",
        "file": "awesome-ai-ideas/ideas/ai-music-creation-companion.md",
        "status": "high-value",
        "scores": {
          "technicalFeasibility": 8,
          "marketDemand": 9,
          "innovation": 8,
          "developmentCost": 7,
          "commercialPotential": 9
        },
        "totalScore": 8.2,
        "priority": 2,
        "evaluationDate": "2026-04-02T02:30:00Z",
        "evaluation": {
          "evaluator": "孔明",
          "keyStrengths": [
            "创作者三大痛点精准解决",
            "B2B+B2C双轨商业模式",
            "AI生成+版权保护一站式",
            "市场容量大（1000万+创作者）",
            "技术壁垒高，竞争差异化"
          ],
          "developmentStrategy": "创作辅助引擎→版权检测系统→商业化平台",
          "marketOpportunity": "独立音乐创作市场，订阅制收入稳定",
          "riskLevel": "中等",
          "estimatedTimeline": "8-10个月完成MVP",
          "notes": "版权法律风险需重点管控，AI生成质量要求高"
        }
      },
      "ai-personal-growth-coach": {
        "name": "AI个人成长教练",
        "file": "awesome-ai-ideas/ideas/ai-personal-growth-coach.md",
        "status": "high-value",
        "scores": {
          "technicalFeasibility": 9,
          "marketDemand": 9,
          "innovation": 9,
          "developmentCost": 7,
          "commercialPotential": 8
        },
        "totalScore": 8.4,
        "priority": 1,
        "evaluationDate": "2026-04-02T02:30:00Z",
        "evaluation": {
          "evaluator": "孔明",
          "keyStrengths": [
            "终身学习市场年增长45%",
            "LLM+知识图谱+心理学算法",
            "个性化成长路径差异化明显",
            "多元化收入流，18个月盈亏平衡",
            "用户粘性高，网络效应强"
          ],
          "developmentStrategy": "成长规划引擎→智能学习助手→社交学习网络",
          "marketOpportunity": "全球终身学习市场1亿+用户",
          "riskLevel": "中等",
          "estimatedTimeline": "6-8个月完成MVP",
          "notes": "用户留存是关键挑战，需要持续价值提供"
        }
      },
      "ai-science-explorer": {
        "name": "AI科学探索助手",
        "file": "awesome-ai-ideas/ideas/ai-science-explorer.md",
        "status": "high-value",
        "scores": {
          "technicalFeasibility": 8,
          "marketDemand": 8,
          "innovation": 8,
          "developmentCost": 8,
          "commercialPotential": 7
        },
        "totalScore": 7.8,
        "priority": 4,
        "evaluationDate": "2026-04-02T02:30:00Z",
        "evaluation": {
          "evaluator": "孔明",
          "keyStrengths": [
            "科研场景深度优化",
            "知识图谱跨学科关联技术",
            "B2B机构客户收入稳定",
            "促进科学发现社会价值高",
            "数据网络效应明显"
          ],
          "developmentStrategy": "文献导航系统→知识图谱构建→机构服务扩展",
          "marketOpportunity": "全球科研人员800万+，机构采购为主",
          "riskLevel": "中高",
          "estimatedTimeline": "9-12个月完成MVP",
          "notes": "学术数据接入难度大，B2B销售周期长"
        }
      }
    },
    "ai-creative-video-editor": {
      "name": "AI创意剪辑引擎",
      "file": "ai-creative-video-editor.md",
      "status": "new",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 9,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 7.8,
      "summary": "AI驱动的视频剪辑智能助手，帮助剪辑师摆脱重复性工作，专注于创意表达",
      "priority": 2,
      "evaluationDate": "2026-04-02T01:00:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "效率提升80%",
          "创意激发功能",
          "专业优化能力",
          "客户沟通改善",
          "全流程覆盖"
        ],
        "developmentStrategy": "素材整理AI→创意推荐→专业优化→协作功能",
        "marketOpportunity": "视频创作市场，短视频创作者需求大",
        "riskLevel": "中等",
        "estimatedTimeline": "5-7个月完成MVP"
      }
    },
    "ai-language-tutor": {
      "name": "AI语言导师",
      "file": "ai-language-tutor.md",
      "status": "new",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 7,
        "developmentCost": 8,
        "commercialPotential": 8
      },
      "totalScore": 8,
      "summary": "AI驱动的个性化语言学习助手，提供沉浸式语言训练和文化体验",
      "priority": 3,
      "evaluationDate": "2026-04-02T01:00:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "个性化学习路径",
          "沉浸式语言体验",
          "文化知识融合",
          "实时对话练习",
          "多语言支持"
        ],
        "developmentStrategy": "核心语言引擎→文化知识库→对话练习系统→个性化推荐",
        "marketOpportunity": "语言学习市场，全球化趋势需求强劲",
        "riskLevel": "中等",
        "estimatedTimeline": "4-6个月完成MVP"
      }
    },
    "ai-resume-doctor": {
      "name": "AI简历诊断师",
      "file": "prs/0140-ai-resume-doctor.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 10,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 9
      },
      "totalScore": 8.4,
      "summary": "海投简历诊断工具，3秒精准分析，对标JD匹配度，改3版拿5个面试",
      "priority": 1,
      "evaluationDate": "2026-04-03T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "秒级诊断能力",
          "JD对标分析",
          "改前改后对比",
          "中国本土化",
          "效果追踪闭环"
        ],
        "developmentStrategy": "诊断引擎→JD匹配→对比预览→行业定制→效果追踪",
        "marketOpportunity": "求职服务市场，8000万+年度求职者",
        "riskLevel": "中低",
        "estimatedTimeline": "3-5个月完成MVP"
      }
    },
    "ai-browser-agent-scheduler": {
      "name": "AI浏览器代理调度器",
      "file": "prs/0153-ai-browser-agent-scheduler.md",
      "status": "medium-value",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 8,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 7
      },
      "totalScore": 7.4,
      "summary": "AI驱动的浏览器任务自动化，智能调度多个代理执行复杂操作",
      "priority": null,
      "evaluationDate": "2026-04-03T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "浏览器自动化创新",
          "任务调度系统",
          "AI代理协作",
          "复杂操作支持",
          "扩展性强"
        ],
        "developmentStrategy": "浏览器控制引擎→任务调度→AI代理→协作系统",
        "marketOpportunity": "自动化工具市场，开发者效率需求",
        "riskLevel": "中等",
        "notes": "技术复杂度较高，需要跨域支持"
      }
    },
    "ai-outfit-advisor": {
      "name": "AI穿搭顾问",
      "file": "prs/0178-ai-outfit-advisor.md",
      "status": "new",
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        "technicalFeasibility": 7,
        "marketDemand": 7,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 7
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      "totalScore": 7.2,
      "priority": null,
      "evaluationDate": "2026-04-02T01:00:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "AI图像识别",
          "个性化推荐",
          "时尚趋势融合",
          "社交分享功能",
          "电商集成"
        ],
        "developmentStrategy": "图像分析→推荐引擎→趋势匹配→社交功能",
        "marketOpportunity": "时尚科技市场，年轻用户群体",
        "riskLevel": "中等",
        "notes": "视觉AI技术要求高，需考虑时尚敏感性"
      }
    },
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      "name": "AI护理助手",
      "file": "prs/0304-ai-nursing-assistant.md",
      "status": "high-value",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 8
      },
      "totalScore": 8,
      "summary": "AI驱动的家庭护理助手，为老人和特殊需求人群提供专业护理指导",
      "priority": 2,
      "evaluationDate": "2026-04-03T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
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          "老龄化社会需求",
          "专业护理知识",
          "AI健康监测",
          "家庭关怀功能",
          "医疗知识库"
        ],
        "developmentStrategy": "健康监测→护理指导→家庭协作→医疗对接",
        "marketOpportunity": "养老科技市场，政策支持力度大",
        "riskLevel": "中等",
        "notes": "医疗准确性要求高，需专业医疗支持"
      }
    },
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      "name": "AI智能家居管家",
      "file": "pr/ai-smart-home-butler-299.md",
      "status": "new",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 8,
        "innovation": 7,
        "developmentCost": 7,
        "commercialPotential": 8
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      "priority": null,
      "evaluationDate": "2026-04-02T01:00:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
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          "用户个性化服务",
          "AI场景理解",
          "设备协调管理",
          "家庭安全"
        ],
        "developmentStrategy": "设备集成→AI场景理解→个性化服务→安全监控",
        "marketOpportunity": "智能家居市场，用户普及率提升",
        "riskLevel": "中等",
        "notes": "设备兼容性挑战，标准化程度低"
      }
    },
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      "name": "AI空间之眼",
      "file": "pr/ai-spatial-eyes-269.md",
      "status": "new",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 8,
        "innovation": 9,
        "developmentCost": 6,
        "commercialPotential": 7
      },
      "totalScore": 7.6,
      "priority": null,
      "evaluationDate": "2026-04-02T01:00:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "空间AI技术前沿",
          "计算机视觉创新",
          "3D环境理解",
          "AR/VR融合",
          "多模态感知"
        ],
        "developmentStrategy": "空间感知→3D理解→AR应用→多模态融合",
        "marketOpportunity": "空间计算市场，AR/VR发展迅速",
        "riskLevel": "中高",
        "notes": "技术复杂度高，需要专业团队"
      }
    },
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      "name": "AI代码安全审计员",
      "file": "prs/0146-ai-code-security-auditor-mcp.md",
      "status": "new",
      "scores": {
        "technicalFeasibility": 8,
        "marketDemand": 9,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 8
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      "totalScore": 8,
      "summary": "基于MCP协议的AI代码安全审计工具，实时检测和修复代码安全问题",
      "priority": null,
      "evaluationDate": "2026-04-02T01:00:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "MCP协议创新",
          "实时安全检测",
          "代码自动修复",
          "开发流程集成",
          "企业级安全"
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        "developmentStrategy": "MCP集成→安全分析→修复建议→流程集成",
        "marketOpportunity": "企业安全市场，DevSecOps趋势",
        "riskLevel": "中等",
        "notes": "安全准确性要求高，责任重大"
      }
    },
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      "name": "AI宠物健康守护者",
      "file": "prs/0360-ai-pet-health-guardian.md",
      "status": "new",
      "scores": {
        "technicalFeasibility": 7,
        "marketDemand": 8,
        "innovation": 8,
        "developmentCost": 7,
        "commercialPotential": 7
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      "totalScore": 7.4,
      "priority": null,
      "evaluationDate": "2026-04-02T01:00:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "宠物健康需求",
          "AI图像识别",
          "行为分析",
          "医疗建议",
          "主人关爱"
        ],
        "developmentStrategy": "健康监测→行为分析→医疗建议→关爱功能",
        "marketOpportunity": "宠物经济市场，用户付费意愿强",
        "riskLevel": "中等",
        "notes": "医疗建议需谨慎，避免误导"
      }
    },
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      "name": "AI沉浸式语言伙伴",
      "file": "prs/0388-ai-immersive-language-partner.md",
      "status": "high-value",
      "scores": {
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        "marketDemand": 8,
        "innovation": 9,
        "developmentCost": 8,
        "commercialPotential": 8
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      "totalScore": 8.2,
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      "priority": 2,
      "evaluationDate": "2026-04-03T02:30:00Z",
      "evaluation": {
        "evaluator": "孔明",
        "keyStrengths": [
          "沉浸式体验",
          "真实场景对话",
          "文化融入",
          "个性化反馈",
          "学习效果追踪"
        ],
        "developmentStrategy": "场景模拟→对话引擎→文化融入→效果追踪",
        "marketOpportunity": "语言学习市场，创新模式需求强",
        "riskLevel": "中等",
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      }
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    "completed": 12,
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