{
  "kind": "illustrative-calculation-not-executed-benchmark",
  "sourceTB": 1,
  "extractedTextGB": 120,
  "bytesPerToken": 4,
  "baselineTokensPerSecond": 10000,
  "jianmuTokensPerSecond": 40000,
  "baselineOverheadHours": 10,
  "masOverheadHours": 12,
  "logicalL3Packages": 500,
  "activeSlots": 32,
  "coordination": {
    "activeL1": 1,
    "contextCapacity": 1000000,
    "headroom": 0.2,
    "workPackages": 500,
    "resultTokensPerPackage": 2000,
    "otherControllerTokens": 400000,
    "contextSegments": 2,
    "guidedGates": 5,
    "autoScheduledGates": 0,
    "manualTouchesPerPackage": 2
  },
  "rows": [
    {
      "en": "01 / Ingest & normalize",
      "zh": "01 / 接收与标准化",
      "raw": 24000,
      "mas": 26000,
      "jianmu": 400,
      "overhead": 6,
      "enWork": "Scripts fingerprint, deduplicate, parse, index, and aggregate source files. Models receive selected exceptions and schema samples.",
      "zhWork": "脚本完成指纹校验、去重、解析、索引与聚合；模型接收选定异常及结构样本。"
    },
    {
      "en": "02 / Deep analysis",
      "zh": "02 / 深度分析",
      "raw": 12000,
      "mas": 16000,
      "jianmu": 850,
      "overhead": 1.5,
      "enWork": "L2 coordinators activate focused L3 specialists for each work package. Relevant windows, entity keys, and source references replace repeated whole-corpus briefings.",
      "zhWork": "L2 协调角色为工作包按需激活 L3 专业角色，以相关窗口、实体键与来源引用替代反复传递全集材料。"
    },
    {
      "en": "03 / Tools & helper functions",
      "zh": "03 / 工具与辅助函数",
      "raw": 2000,
      "mas": 4500,
      "jianmu": 90,
      "overhead": 1.5,
      "enWork": "Reusable queries and scripts calculate joins, sums, time differences, and graph candidates. Model calls handle interpretation and exceptions.",
      "zhWork": "复用查询与脚本完成连接、求和、时间差及图谱候选计算；模型处理解释与例外。"
    },
    {
      "en": "04 / Verify & repair",
      "zh": "04 / 核验与修复",
      "raw": 2500,
      "mas": 6000,
      "jianmu": 360,
      "overhead": 1,
      "enWork": "Independent contexts and alternate model channels challenge candidate findings. Deterministic checks validate references and calculations; unresolved conflicts remain open.",
      "zhWork": "独立上下文与不同模型通道交叉复核候选发现。确定性检查核对引用和计算；未解决分歧保持待审。"
    },
    {
      "en": "05 / Handoff & delivery",
      "zh": "05 / 接续与交付",
      "raw": 1500,
      "mas": 2500,
      "jianmu": 40,
      "overhead": 0.4,
      "enWork": "One active L1 controller transfers bounded state to a successor context. The task tree retains dependencies, findings, blockers, and next actions.",
      "zhWork": "一个活跃 L1 控制器向后继上下文转交有界状态；任务树保留依赖、发现、阻塞与下一步。"
    }
  ]
}