{
  "schema": "insight.wwdc.session.zh-safe-brief-index.v1",
  "generated_at": "2026-06-22",
  "public_policy": "no_full_transcript_or_full_translation_publication",
  "stats": {
    "total_sessions": 121,
    "briefs": 118,
    "priority_deep": 21,
    "metadata_only": 3
  },
  "sessions": [
    {
      "session_id": "101",
      "title": "Keynote",
      "title_zh": "主题演讲：Keynote",
      "priority": "P0",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/101.json",
      "workbench": "sessions/101/session_101_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "102",
      "title": "Platforms State of the Union",
      "title_zh": "平台状态更新：Platforms State of the Union",
      "priority": "P0",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/102.json",
      "workbench": "sessions/102/session_102_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "112",
      "title": "Platforms State of the Union (ASL)",
      "title_zh": "平台状态更新：Platforms State of the Union (ASL)",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/112.json",
      "workbench": "sessions/112/session_112_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "121",
      "title": "Announcing Apple’s next big step for Siri and iPhone",
      "title_zh": "Siri：Announcing Apple’s next big step for Siri and iPhone",
      "priority": "P2",
      "themes": [
        "app_intents_siri",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "App Intents 与 Siri",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Siri/App Intents」展开，适合放入「App Intents 与 Siri / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/121.json",
      "workbench": "sessions/121/session_121_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "122",
      "title": "WWDC26 Platforms State of the Union Recap",
      "title_zh": "平台状态更新：WWDC26 Platforms State of the Union Recap",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/122.json",
      "workbench": "sessions/122/session_122_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "201",
      "title": "Secure your apps with App Attest",
      "title_zh": "安全与隐私：Secure your apps with App Attest",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games",
        "security_privacy"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏",
        "安全与隐私"
      ],
      "summary_zh": "本 session 围绕「隐私/安全」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏 / 安全与隐私」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/201.json",
      "workbench": "sessions/201/session_201_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "203",
      "title": "Read between the strokes with PencilKit",
      "title_zh": "Read between the strokes with PencilKit",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/203.json",
      "workbench": "sessions/203/session_203_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "204",
      "title": "What’s new in WebKit for Safari 27",
      "title_zh": "Safari / Web：What’s new in WebKit for Safari 27",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Web/Safari」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/204.json",
      "workbench": "sessions/204/session_204_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "205",
      "title": "Enhance your presence on the App Store",
      "title_zh": "App Store 商业化：Enhance your presence on the App Store",
      "priority": "P2",
      "themes": [
        "platform_apps"
      ],
      "theme_labels_zh": [
        "平台应用框架"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「平台应用框架」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/205.json",
      "workbench": "sessions/205/session_205_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "206",
      "title": "What’s new in managing Apple devices",
      "title_zh": "What’s new in managing Apple devices",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Web/Safari」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/206.json",
      "workbench": "sessions/206/session_206_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "207",
      "title": "Deliver workout insights with HealthKit workout zones",
      "title_zh": "Deliver workout insights with HealthKit workout zones",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「数据/平台服务」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/207.json",
      "workbench": "sessions/207/session_207_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "209",
      "title": "What’s new in Wallet",
      "title_zh": "What’s new in Wallet",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/209.json",
      "workbench": "sessions/209/session_209_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "210",
      "title": "What’s new in Apple In-App Purchase",
      "title_zh": "App Store 商业化：What’s new in Apple In-App Purchase",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「数据/平台服务」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/210.json",
      "workbench": "sessions/210/session_210_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "212",
      "title": "Rev up your CarPlay app",
      "title_zh": "Rev up your CarPlay app",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/212.json",
      "workbench": "sessions/212/session_212_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "213",
      "title": "Translate your app using agents in Xcode",
      "title_zh": "Xcode / Agent：Translate your app using agents in Xcode",
      "priority": "P1",
      "themes": [
        "xcode_agents",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「Xcode Agents 与开发工具 / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/213.json",
      "workbench": "sessions/213/session_213_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "215",
      "title": "Get started with the HTML Model Element",
      "title_zh": "Get started with the HTML Model Element",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/215.json",
      "workbench": "sessions/215/session_215_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "216",
      "title": "Create web extensions for Safari",
      "title_zh": "Safari / Web：Create web extensions for Safari",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Web/Safari」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/216.json",
      "workbench": "sessions/216/session_216_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "219",
      "title": "Enhance the accessibility of your reading app",
      "title_zh": "Enhance the accessibility of your reading app",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "platform_apps"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "平台应用框架"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「AI 体验设计 / 平台应用框架」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/219.json",
      "workbench": "sessions/219/session_219_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "220",
      "title": "Refine accessibility for custom controls",
      "title_zh": "Refine accessibility for custom controls",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「AI 体验设计 / 平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/220.json",
      "workbench": "sessions/220/session_220_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "221",
      "title": "Prepare your tvOS apps for Dynamic Type",
      "title_zh": "Prepare your tvOS apps for Dynamic Type",
      "priority": "P2",
      "themes": [
        "design_ai_ux"
      ],
      "theme_labels_zh": [
        "AI 体验设计"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「AI 体验设计」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/221.json",
      "workbench": "sessions/221/session_221_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "222",
      "title": "Meet the new MetricKit",
      "title_zh": "Meet the new MetricKit",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「评估/质量」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/222.json",
      "workbench": "sessions/222/session_222_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "223",
      "title": "Live Activities essentials",
      "title_zh": "Live Activities essentials",
      "priority": "P2",
      "themes": [
        "platform_apps"
      ],
      "theme_labels_zh": [
        "平台应用框架"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「平台应用框架」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/223.json",
      "workbench": "sessions/223/session_223_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "224",
      "title": "Expand the capabilities of your Virtualization app",
      "title_zh": "Expand the capabilities of your Virtualization app",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/224.json",
      "workbench": "sessions/224/session_224_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "226",
      "title": "Create live communication experiences",
      "title_zh": "Create live communication experiences",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/226.json",
      "workbench": "sessions/226/session_226_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "227",
      "title": "Create UI prototypes using agents in Xcode",
      "title_zh": "Xcode / Agent：Create UI prototypes using agents in Xcode",
      "priority": "P1",
      "themes": [
        "xcode_agents",
        "local_ai_mlx_core_ai",
        "design_ai_ux"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "端侧 AI / MLX / Core AI",
        "AI 体验设计"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「Xcode Agents 与开发工具 / 端侧 AI / MLX / Core AI / AI 体验设计」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/227.json",
      "workbench": "sessions/227/session_227_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "230",
      "title": "What’s new in assessment on macOS",
      "title_zh": "What’s new in assessment on macOS",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/230.json",
      "workbench": "sessions/230/session_230_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "232",
      "title": "Run local agentic AI on the Mac using MLX",
      "title_zh": "Agent / MLX：Run local agentic AI on the Mac using MLX",
      "priority": "P1",
      "themes": [
        "xcode_agents",
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「Xcode Agents 与开发工具 / 端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/232.json",
      "workbench": "sessions/232/session_232_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "233",
      "title": "Explore distributed inference and training with MLX",
      "title_zh": "MLX：Explore distributed inference and training with MLX",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/233.json",
      "workbench": "sessions/233/session_233_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "234",
      "title": "Design immersive environments for visionOS apps and the spatial web",
      "title_zh": "visionOS / Safari / Web：Design immersive environments for visionOS apps and the spatial web",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai",
        "design_ai_ux",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI",
        "AI 体验设计",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「端侧 AI / MLX / Core AI / AI 体验设计 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/234.json",
      "workbench": "sessions/234/session_234_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "237",
      "title": "What’s new in image understanding",
      "title_zh": "What’s new in image understanding",
      "priority": "P2",
      "themes": [
        "visual_intelligence_search",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "视觉智能与搜索",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「视觉智能与搜索 / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/237.json",
      "workbench": "sessions/237/session_237_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "240",
      "title": "Build intelligent Siri experiences with App Schemas",
      "title_zh": "Siri：Build intelligent Siri experiences with App Schemas",
      "priority": "P0",
      "themes": [
        "app_intents_siri",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "App Intents 与 Siri",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Siri/App Intents」展开，适合放入「App Intents 与 Siri / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/240.json",
      "workbench": "sessions/240/session_240_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "241",
      "title": "What’s new in the Foundation Models framework",
      "title_zh": "基础模型：What’s new in the Foundation Models framework",
      "priority": "P0",
      "themes": [
        "foundation_models",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "基础模型与 Apple Intelligence",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「基础模型与 Apple Intelligence / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/241.json",
      "workbench": "sessions/241/session_241_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "242",
      "title": "Build agentic app experiences with the Foundation Models framework",
      "title_zh": "基础模型 / Agent：Build agentic app experiences with the Foundation Models framework",
      "priority": "P0",
      "themes": [
        "foundation_models",
        "xcode_agents",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "基础模型与 Apple Intelligence",
        "Xcode Agents 与开发工具",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「基础模型与 Apple Intelligence / Xcode Agents 与开发工具 / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/242.json",
      "workbench": "sessions/242/session_242_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "243",
      "title": "Debug and profile agentic app experiences with Instruments",
      "title_zh": "Agent：Debug and profile agentic app experiences with Instruments",
      "priority": "P0",
      "themes": [
        "xcode_agents",
        "evaluations_observability",
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "评估与可观测",
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「Xcode Agents 与开发工具 / 评估与可观测 / 端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/243.json",
      "workbench": "sessions/243/session_243_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "246",
      "title": "LLM search using Core Spotlight",
      "title_zh": "Core Spotlight：LLM search using Core Spotlight",
      "priority": "P1",
      "themes": [
        "visual_intelligence_search",
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "视觉智能与搜索",
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「视觉智能与搜索 / 端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/246.json",
      "workbench": "sessions/246/session_246_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "250",
      "title": "Principles of great design",
      "title_zh": "Principles of great design",
      "priority": "P1",
      "themes": [
        "design_ai_ux",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「隐私/安全」展开，适合放入「AI 体验设计 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/250.json",
      "workbench": "sessions/250/session_250_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "251",
      "title": "Communicate your brand identity on iOS",
      "title_zh": "Communicate your brand identity on iOS",
      "priority": "P2",
      "themes": [
        "design_ai_ux"
      ],
      "theme_labels_zh": [
        "AI 体验设计"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「AI 体验设计」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/251.json",
      "workbench": "sessions/251/session_251_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "252",
      "title": "Design no-code games with Reality Composer Pro 3",
      "title_zh": "Design no-code games with Reality Composer Pro 3",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「AI 体验设计 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/252.json",
      "workbench": "sessions/252/session_252_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "253",
      "title": "Meet the Music Understanding framework",
      "title_zh": "Meet the Music Understanding framework",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/253.json",
      "workbench": "sessions/253/session_253_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "254",
      "title": "Integrate MusicKit into your app",
      "title_zh": "Integrate MusicKit into your app",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/254.json",
      "workbench": "sessions/254/session_254_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "256",
      "title": "Discover generated subtitles and subtitle styles",
      "title_zh": "Discover generated subtitles and subtitle styles",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「AI 体验设计 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/256.json",
      "workbench": "sessions/256/session_256_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "258",
      "title": "What’s new in Xcode 27",
      "title_zh": "Xcode：What’s new in Xcode 27",
      "priority": "P2",
      "themes": [
        "xcode_agents",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「Xcode Agents 与开发工具 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/258.json",
      "workbench": "sessions/258/session_258_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "259",
      "title": "Xcode, agents, and you",
      "title_zh": "Xcode / Agent：Xcode, agents, and you",
      "priority": "P0",
      "themes": [
        "xcode_agents",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「Xcode Agents 与开发工具 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/259.json",
      "workbench": "sessions/259/session_259_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "260",
      "title": "Get the most out of Device Hub",
      "title_zh": "Get the most out of Device Hub",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/260.json",
      "workbench": "sessions/260/session_260_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "261",
      "title": "Build, deliver, and automate with Xcode Cloud",
      "title_zh": "Xcode：Build, deliver, and automate with Xcode Cloud",
      "priority": "P2",
      "themes": [
        "xcode_agents",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「Xcode Agents 与开发工具 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/261.json",
      "workbench": "sessions/261/session_261_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "262",
      "title": "What’s new in Swift",
      "title_zh": "What’s new in Swift",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/262.json",
      "workbench": "sessions/262/session_262_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "265",
      "title": "Build real-time apps and services with gRPC and Swift",
      "title_zh": "Build real-time apps and services with gRPC and Swift",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/265.json",
      "workbench": "sessions/265/session_265_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "267",
      "title": "Migrate to Swift Testing",
      "title_zh": "Migrate to Swift Testing",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/267.json",
      "workbench": "sessions/267/session_267_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "268",
      "title": "Profile, fix, and verify: Improve app responsiveness with Instruments",
      "title_zh": "Profile, fix, and verify: Improve app responsiveness with Instruments",
      "priority": "P2",
      "themes": [
        "evaluations_observability",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "评估与可观测",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「评估与可观测 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/268.json",
      "workbench": "sessions/268/session_268_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "269",
      "title": "What’s new in SwiftUI",
      "title_zh": "SwiftUI：What’s new in SwiftUI",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「AI 体验设计 / 平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/269.json",
      "workbench": "sessions/269/session_269_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "271",
      "title": "Code-along: Build powerful drag and drop in SwiftUI",
      "title_zh": "SwiftUI：Code-along: Build powerful drag and drop in SwiftUI",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/271.json",
      "workbench": "sessions/271/session_271_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "272",
      "title": "Use SwiftUI with AppKit and UIKit",
      "title_zh": "SwiftUI / UIKit / AppKit：Use SwiftUI with AppKit and UIKit",
      "priority": "P2",
      "themes": [
        "platform_apps"
      ],
      "theme_labels_zh": [
        "平台应用框架"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「平台应用框架」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/272.json",
      "workbench": "sessions/272/session_272_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "274",
      "title": "What’s new in SwiftData",
      "title_zh": "What’s new in SwiftData",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「数据/平台服务」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/274.json",
      "workbench": "sessions/274/session_274_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "275",
      "title": "Code-along: Add persistence with SwiftData",
      "title_zh": "Code-along: Add persistence with SwiftData",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/275.json",
      "workbench": "sessions/275/session_275_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "277",
      "title": "WidgetKit foundations",
      "title_zh": "WidgetKit：WidgetKit foundations",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/277.json",
      "workbench": "sessions/277/session_277_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "278",
      "title": "Modernize your UIKit app",
      "title_zh": "UIKit：Modernize your UIKit app",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/278.json",
      "workbench": "sessions/278/session_278_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "279",
      "title": "Explore advances in RealityKit",
      "title_zh": "Explore advances in RealityKit",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/279.json",
      "workbench": "sessions/279/session_279_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "280",
      "title": "Iterate your spatial scenes faster with Reality Composer Pro 3",
      "title_zh": "Iterate your spatial scenes faster with Reality Composer Pro 3",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/280.json",
      "workbench": "sessions/280/session_280_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "281",
      "title": "Extend Reality Composer Pro 3 functionality with Xcode",
      "title_zh": "Xcode：Extend Reality Composer Pro 3 functionality with Xcode",
      "priority": "P2",
      "themes": [
        "xcode_agents",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「Xcode Agents 与开发工具 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/281.json",
      "workbench": "sessions/281/session_281_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "282",
      "title": "Discover the Spatial Preview framework",
      "title_zh": "Discover the Spatial Preview framework",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/282.json",
      "workbench": "sessions/282/session_282_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "283",
      "title": "Explore enhancements to visionOS object tracking",
      "title_zh": "visionOS：Explore enhancements to visionOS object tracking",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/283.json",
      "workbench": "sessions/283/session_283_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "284",
      "title": "Collaborate on structured 3D models in visionOS",
      "title_zh": "visionOS：Collaborate on structured 3D models in visionOS",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/284.json",
      "workbench": "sessions/284/session_284_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "285",
      "title": "Discover USDKit and what’s new in OpenUSD",
      "title_zh": "Discover USDKit and what’s new in OpenUSD",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/285.json",
      "workbench": "sessions/285/session_285_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "286",
      "title": "Use foveated streaming to bring immersive content to visionOS",
      "title_zh": "visionOS：Use foveated streaming to bring immersive content to visionOS",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/286.json",
      "workbench": "sessions/286/session_286_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "287",
      "title": "Build next-generation experiences with visionOS 27",
      "title_zh": "visionOS：Build next-generation experiences with visionOS 27",
      "priority": "P2",
      "themes": [
        "foundation_models",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "基础模型与 Apple Intelligence",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「基础模型与 Apple Intelligence / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/287.json",
      "workbench": "sessions/287/session_287_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "289",
      "title": "Modernize your AppKit app",
      "title_zh": "AppKit：Modernize your AppKit app",
      "priority": "P2",
      "themes": [
        "platform_apps"
      ],
      "theme_labels_zh": [
        "平台应用框架"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「平台应用框架」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/289.json",
      "workbench": "sessions/289/session_289_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "290",
      "title": "Craft clear names for features and labels in your app",
      "title_zh": "Craft clear names for features and labels in your app",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「AI 体验设计 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/290.json",
      "workbench": "sessions/290/session_290_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "292",
      "title": "Design intuitive search experiences",
      "title_zh": "Design intuitive search experiences",
      "priority": "P2",
      "themes": [
        "visual_intelligence_search",
        "design_ai_ux"
      ],
      "theme_labels_zh": [
        "视觉智能与搜索",
        "AI 体验设计"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「视觉智能与搜索 / AI 体验设计」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/292.json",
      "workbench": "sessions/292/session_292_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "295",
      "title": "Validate your App Intents adoption with AppIntentsTesting",
      "title_zh": "App Intents：Validate your App Intents adoption with AppIntentsTesting",
      "priority": "P2",
      "themes": [
        "app_intents_siri",
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "App Intents 与 Siri",
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「App Intents 与 Siri / 端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/295.json",
      "workbench": "sessions/295/session_295_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "297",
      "title": "Best practices for integrating visual intelligence in your app",
      "title_zh": "视觉智能：Best practices for integrating visual intelligence in your app",
      "priority": "P1",
      "themes": [
        "visual_intelligence_search",
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "视觉智能与搜索",
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「Siri/App Intents」展开，适合放入「视觉智能与搜索 / 端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/297.json",
      "workbench": "sessions/297/session_297_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "298",
      "title": "Meet the Evaluations framework",
      "title_zh": "评估：Meet the Evaluations framework",
      "priority": "P1",
      "themes": [
        "evaluations_observability",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "评估与可观测",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「评估/质量」展开，适合放入「评估与可观测 / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/298.json",
      "workbench": "sessions/298/session_298_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "299",
      "title": "Create robust evaluations for agentic apps",
      "title_zh": "Agent / 评估：Create robust evaluations for agentic apps",
      "priority": "P1",
      "themes": [
        "xcode_agents",
        "evaluations_observability",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "评估与可观测",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「评估/质量」展开，适合放入「Xcode Agents 与开发工具 / 评估与可观测 / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/299.json",
      "workbench": "sessions/299/session_299_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "303",
      "title": "Build a responsive camera app that launches quickly",
      "title_zh": "Build a responsive camera app that launches quickly",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/303.json",
      "workbench": "sessions/303/session_303_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "304",
      "title": "Implement high resolution photo capture",
      "title_zh": "Implement high resolution photo capture",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/304.json",
      "workbench": "sessions/304/session_304_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "305",
      "title": "Enhance RAW image processing with Core Image",
      "title_zh": "Enhance RAW image processing with Core Image",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/305.json",
      "workbench": "sessions/305/session_305_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "309",
      "title": "Explore Retention Messaging in App Store Connect",
      "title_zh": "App Store 商业化：Explore Retention Messaging in App Store Connect",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「数据/平台服务」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/309.json",
      "workbench": "sessions/309/session_309_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "310",
      "title": "What’s new in Shortcuts",
      "title_zh": "What’s new in Shortcuts",
      "priority": "P2",
      "themes": [
        "app_intents_siri",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "App Intents 与 Siri",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「App Intents 与 Siri / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/310.json",
      "workbench": "sessions/310/session_310_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "312",
      "title": "Meet the Now Playing framework",
      "title_zh": "Meet the Now Playing framework",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Web/Safari」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/312.json",
      "workbench": "sessions/312/session_312_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "314",
      "title": "Learn CSS Grid Lanes",
      "title_zh": "Learn CSS Grid Lanes",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Web/Safari」展开，适合放入「AI 体验设计 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/314.json",
      "workbench": "sessions/314/session_314_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "315",
      "title": "Rediscover the HTML select element",
      "title_zh": "Rediscover the HTML select element",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Web/Safari」展开，适合放入「AI 体验设计 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/315.json",
      "workbench": "sessions/315/session_315_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "319",
      "title": "Build with the new Apple Foundation Model on Private Cloud Compute",
      "title_zh": "基础模型：Build with the new Apple Foundation Model on Private Cloud Compute",
      "priority": "P1",
      "themes": [
        "foundation_models",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "基础模型与 Apple Intelligence",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「基础模型与 Apple Intelligence / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/319.json",
      "workbench": "sessions/319/session_319_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "320",
      "title": "Explore immersive website environments in visionOS",
      "title_zh": "visionOS / Safari / Web：Explore immersive website environments in visionOS",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/320.json",
      "workbench": "sessions/320/session_320_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "321",
      "title": "Dive into lazy stacks and scrolling with SwiftUI",
      "title_zh": "SwiftUI：Dive into lazy stacks and scrolling with SwiftUI",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「AI 体验设计 / 平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/321.json",
      "workbench": "sessions/321/session_321_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "322",
      "title": "Compose advanced graphics effects with SwiftUI",
      "title_zh": "SwiftUI：Compose advanced graphics effects with SwiftUI",
      "priority": "P2",
      "themes": [
        "design_ai_ux",
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "AI 体验设计",
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「AI 体验设计 / 平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/322.json",
      "workbench": "sessions/322/session_322_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "324",
      "title": "Meet Core AI",
      "title_zh": "Core AI：Meet Core AI",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/324.json",
      "workbench": "sessions/324/session_324_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "325",
      "title": "Dive into Core AI model authoring and optimization",
      "title_zh": "Core AI：Dive into Core AI model authoring and optimization",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/325.json",
      "workbench": "sessions/325/session_325_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "326",
      "title": "Integrate on-device AI models into your app using Core AI",
      "title_zh": "Core AI：Integrate on-device AI models into your app using Core AI",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/326.json",
      "workbench": "sessions/326/session_326_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "328",
      "title": "Explore numerical computing in Swift with MLX",
      "title_zh": "MLX：Explore numerical computing in Swift with MLX",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/328.json",
      "workbench": "sessions/328/session_328_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "330",
      "title": "Optimize custom machine learning operations with Metal tensors",
      "title_zh": "Metal：Optimize custom machine learning operations with Metal tensors",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/330.json",
      "workbench": "sessions/330/session_330_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "334",
      "title": "Build AI-powered scripts with the fm CLI and Python SDK",
      "title_zh": "Build AI-powered scripts with the fm CLI and Python SDK",
      "priority": "P1",
      "themes": [
        "foundation_models",
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "基础模型与 Apple Intelligence",
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「基础模型与 Apple Intelligence / 端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/334.json",
      "workbench": "sessions/334/session_334_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "335",
      "title": "Improve your prompts by hill-climbing with Evaluations",
      "title_zh": "评估：Improve your prompts by hill-climbing with Evaluations",
      "priority": "P2",
      "themes": [
        "evaluations_observability",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "评估与可观测",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「评估/质量」展开，适合放入「评估与可观测 / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/335.json",
      "workbench": "sessions/335/session_335_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "338",
      "title": "Build live production tools for Apple Immersive Video",
      "title_zh": "Build live production tools for Apple Immersive Video",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/338.json",
      "workbench": "sessions/338/session_338_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "339",
      "title": "Bring an LLM provider to the Foundation Models framework",
      "title_zh": "基础模型：Bring an LLM provider to the Foundation Models framework",
      "priority": "P1",
      "themes": [
        "foundation_models",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "基础模型与 Apple Intelligence",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「基础模型与 Apple Intelligence / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/339.json",
      "workbench": "sessions/339/session_339_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "341",
      "title": "Support the Center Stage front camera in your iOS app",
      "title_zh": "Support the Center Stage front camera in your iOS app",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/341.json",
      "workbench": "sessions/341/session_341_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "343",
      "title": "Explore advanced App Intents features for Siri and Apple Intelligence",
      "title_zh": "Apple Intelligence / App Intents / Siri：Explore advanced App Intents features for Siri and Apple Intelligence",
      "priority": "P0",
      "themes": [
        "app_intents_siri",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "App Intents 与 Siri",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Siri/App Intents」展开，适合放入「App Intents 与 Siri / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/343.json",
      "workbench": "sessions/343/session_343_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "344",
      "title": "Code-along: Make your app available to Siri",
      "title_zh": "Siri：Code-along: Make your app available to Siri",
      "priority": "P2",
      "themes": [
        "app_intents_siri",
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "App Intents 与 Siri",
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「Siri/App Intents」展开，适合放入「App Intents 与 Siri / 端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/344.json",
      "workbench": "sessions/344/session_344_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "345",
      "title": "Discover new capabilities in the App Intents framework",
      "title_zh": "App Intents：Discover new capabilities in the App Intents framework",
      "priority": "P1",
      "themes": [
        "app_intents_siri",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "App Intents 与 Siri",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「Siri/App Intents」展开，适合放入「App Intents 与 Siri / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/345.json",
      "workbench": "sessions/345/session_345_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "347",
      "title": "Secure your app: mitigate risks to agentic features",
      "title_zh": "Agent / 安全与隐私：Secure your app: mitigate risks to agentic features",
      "priority": "P2",
      "themes": [
        "xcode_agents",
        "local_ai_mlx_core_ai",
        "spatial_media_games",
        "security_privacy"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏",
        "安全与隐私"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「Xcode Agents 与开发工具 / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏 / 安全与隐私」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/347.json",
      "workbench": "sessions/347/session_347_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "356",
      "title": "Bringing Cyberpunk 2077 to Mac",
      "title_zh": "Bringing Cyberpunk 2077 to Mac",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/356.json",
      "workbench": "sessions/356/session_356_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "357",
      "title": "Speedrun your game port with agentic coding",
      "title_zh": "Agent：Speedrun your game port with agentic coding",
      "priority": "P2",
      "themes": [
        "xcode_agents",
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "Xcode Agents 与开发工具",
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「Xcode Agents 与开发工具 / 端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/357.json",
      "workbench": "sessions/357/session_357_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "358",
      "title": "Make your game great with touch",
      "title_zh": "Make your game great with touch",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/358.json",
      "workbench": "sessions/358/session_358_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "359",
      "title": "Build real-time neural rendering pipelines with Metal",
      "title_zh": "Metal：Build real-time neural rendering pipelines with Metal",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/359.json",
      "workbench": "sessions/359/session_359_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "369",
      "title": "Find your accessory with Bluetooth Channel Sounding",
      "title_zh": "Find your accessory with Bluetooth Channel Sounding",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/369.json",
      "workbench": "sessions/369/session_369_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "370",
      "title": "Elevate your app’s text experience with TextKit",
      "title_zh": "Elevate your app’s text experience with TextKit",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/370.json",
      "workbench": "sessions/370/session_370_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "372",
      "title": "Unwrap PaperKit",
      "title_zh": "Unwrap PaperKit",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「数据/平台服务」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/372.json",
      "workbench": "sessions/372/session_372_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "375",
      "title": "Create high-quality images using Image Playground",
      "title_zh": "Create high-quality images using Image Playground",
      "priority": "P2",
      "themes": [
        "local_ai_mlx_core_ai",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "端侧 AI / MLX / Core AI",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「端侧 AI / MLX / Core AI / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/375.json",
      "workbench": "sessions/375/session_375_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "378",
      "title": "Unlock in-game content with StoreKit and Background Assets",
      "title_zh": "App Store 商业化：Unlock in-game content with StoreKit and Background Assets",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/378.json",
      "workbench": "sessions/378/session_378_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "379",
      "title": "Meet Trust Insights",
      "title_zh": "安全与隐私：Meet Trust Insights",
      "priority": "P2",
      "themes": [
        "security_privacy"
      ],
      "theme_labels_zh": [
        "安全与隐私"
      ],
      "summary_zh": "本 session 围绕「隐私/安全」展开，适合放入「安全与隐私」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/379.json",
      "workbench": "sessions/379/session_379_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "382",
      "title": "Inside Apple Intelligence and Xcode: Special Presentation",
      "title_zh": "Apple Intelligence / Xcode：Inside Apple Intelligence and Xcode: Special Presentation",
      "priority": "P0",
      "themes": [
        "foundation_models",
        "xcode_agents",
        "app_intents_siri",
        "local_ai_mlx_core_ai"
      ],
      "theme_labels_zh": [
        "基础模型与 Apple Intelligence",
        "Xcode Agents 与开发工具",
        "App Intents 与 Siri",
        "端侧 AI / MLX / Core AI"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「基础模型与 Apple Intelligence / Xcode Agents 与开发工具 / App Intents 与 Siri / 端侧 AI / MLX / Core AI」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/382.json",
      "workbench": "sessions/382/session_382_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "388",
      "title": "Find and fix performance issues in your Metal games",
      "title_zh": "Metal：Find and fix performance issues in your Metal games",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「评估/质量」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/388.json",
      "workbench": "sessions/388/session_388_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "389",
      "title": "Discover container machines",
      "title_zh": "Discover container machines",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/389.json",
      "workbench": "sessions/389/session_389_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "391",
      "title": "Offer subscriptions to groups and organizations",
      "title_zh": "Offer subscriptions to groups and organizations",
      "priority": "P2",
      "themes": [
        "platform_apps",
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "平台应用框架",
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「数据/平台服务」展开，适合放入「平台应用框架 / 空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/391.json",
      "workbench": "sessions/391/session_391_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "393",
      "title": "Supercharge your spatial workflows with Reality Composer Pro 3",
      "title_zh": "Supercharge your spatial workflows with Reality Composer Pro 3",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「UI/SwiftUI」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/393.json",
      "workbench": "sessions/393/session_393_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "394",
      "title": "Get ready for WWDC26",
      "title_zh": "Get ready for WWDC26",
      "priority": "P2",
      "themes": [
        "spatial_media_games"
      ],
      "theme_labels_zh": [
        "空间计算、媒体与游戏"
      ],
      "summary_zh": "本 session 围绕「空间/媒体/游戏」展开，适合放入「空间计算、媒体与游戏」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/394.json",
      "workbench": "sessions/394/session_394_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "397",
      "title": "Dub Dub Daily: Day 2",
      "title_zh": "Dub Dub Daily: Day 2",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/397.json",
      "workbench": "sessions/397/session_397_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "398",
      "title": "Dub Dub Daily: Day 3",
      "title_zh": "Dub Dub Daily: Day 3",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「AI/模型」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/398.json",
      "workbench": "sessions/398/session_398_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "399",
      "title": "Dub Dub Daily: Day 4",
      "title_zh": "Dub Dub Daily: Day 4",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/399.json",
      "workbench": "sessions/399/session_399_workbench.html",
      "review_level": "auto-safe-brief"
    },
    {
      "session_id": "400",
      "title": "Dub Dub Daily: Day 5",
      "title_zh": "Dub Dub Daily: Day 5",
      "priority": "P2",
      "themes": [
        "other"
      ],
      "theme_labels_zh": [
        "其它平台能力"
      ],
      "summary_zh": "本 session 围绕「Xcode/研发」展开，适合放入「其它平台能力」路径中理解；当前摘要由 transcript 索引自动生成，用于中文阅读入口和后续人工复核。",
      "brief": "data/session_briefs_zh/400.json",
      "workbench": "sessions/400/session_400_workbench.html",
      "review_level": "auto-safe-brief"
    }
  ],
  "priority_deep": [
    {
      "session_id": "101",
      "title": "Keynote",
      "priority": "P0",
      "deep": "data/priority_session_deep_zh/101.json"
    },
    {
      "session_id": "102",
      "title": "Platforms State of the Union",
      "priority": "P0",
      "deep": "data/priority_session_deep_zh/102.json"
    },
    {
      "session_id": "213",
      "title": "Translate your app using agents in Xcode",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/213.json"
    },
    {
      "session_id": "227",
      "title": "Create UI prototypes using agents in Xcode",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/227.json"
    },
    {
      "session_id": "232",
      "title": "Run local agentic AI on the Mac using MLX",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/232.json"
    },
    {
      "session_id": "240",
      "title": "Build intelligent Siri experiences with App Schemas",
      "priority": "P0",
      "deep": "data/priority_session_deep_zh/240.json"
    },
    {
      "session_id": "241",
      "title": "What’s new in the Foundation Models framework",
      "priority": "P0",
      "deep": "data/priority_session_deep_zh/241.json"
    },
    {
      "session_id": "242",
      "title": "Build agentic app experiences with the Foundation Models framework",
      "priority": "P0",
      "deep": "data/priority_session_deep_zh/242.json"
    },
    {
      "session_id": "243",
      "title": "Debug and profile agentic app experiences with Instruments",
      "priority": "P0",
      "deep": "data/priority_session_deep_zh/243.json"
    },
    {
      "session_id": "246",
      "title": "LLM search using Core Spotlight",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/246.json"
    },
    {
      "session_id": "250",
      "title": "Principles of great design",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/250.json"
    },
    {
      "session_id": "259",
      "title": "Xcode, agents, and you",
      "priority": "P0",
      "deep": "data/priority_session_deep_zh/259.json"
    },
    {
      "session_id": "297",
      "title": "Best practices for integrating visual intelligence in your app",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/297.json"
    },
    {
      "session_id": "298",
      "title": "Meet the Evaluations framework",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/298.json"
    },
    {
      "session_id": "299",
      "title": "Create robust evaluations for agentic apps",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/299.json"
    },
    {
      "session_id": "319",
      "title": "Build with the new Apple Foundation Model on Private Cloud Compute",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/319.json"
    },
    {
      "session_id": "334",
      "title": "Build AI-powered scripts with the fm CLI and Python SDK",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/334.json"
    },
    {
      "session_id": "339",
      "title": "Bring an LLM provider to the Foundation Models framework",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/339.json"
    },
    {
      "session_id": "343",
      "title": "Explore advanced App Intents features for Siri and Apple Intelligence",
      "priority": "P0",
      "deep": "data/priority_session_deep_zh/343.json"
    },
    {
      "session_id": "345",
      "title": "Discover new capabilities in the App Intents framework",
      "priority": "P1",
      "deep": "data/priority_session_deep_zh/345.json"
    },
    {
      "session_id": "382",
      "title": "Inside Apple Intelligence and Xcode: Special Presentation",
      "priority": "P0",
      "deep": "data/priority_session_deep_zh/382.json"
    }
  ],
  "metadata_only": [
    {
      "session_id": "111",
      "title": "Keynote (ASL)",
      "reason": "metadata-only or missing transcript"
    },
    {
      "session_id": "403",
      "title": "Stream the WWDC26 Keynote",
      "reason": "metadata-only or missing transcript"
    },
    {
      "session_id": "1102",
      "title": "Stream the WWDC26 Platforms State of the Union",
      "reason": "metadata-only or missing transcript"
    }
  ]
}