{
  "observedOn": "2026-10-22",
  "sourceHash": "ea6be3d1d19742f4874da7b443fec2eac58ae00d4ba446f41b0cc15d06093c4d",
  "sdk": "1.10.10",
  "plugin": "1.10.10",
  "node": "v24.18.1",
  "platform": "darwin",
  "arch": "arm64",
  "workload": "47-tool CRM; identical scripted read-only task; catalog and parsed result JSON UTF-8 bytes",
  "catalog": {
    "directTools": 47,
    "directBytes": 43251,
    "codecallTools": 6,
    "codecallBytes": 15999
  },
  "runs": [
    {
      "run": 1,
      "directCalls": 8,
      "directResponseBytes": 4194,
      "directMs": 9.201458000000002,
      "codecallDiscoveryCalls": 2,
      "codecallDiscoveryResponseBytes": 16467,
      "codecallExecutionCalls": 1,
      "codecallResponseBytes": 522,
      "scriptMs": 21.21808299999998,
      "singleLookupDirectCalls": 1
    },
    {
      "run": 2,
      "directCalls": 8,
      "directResponseBytes": 4194,
      "directMs": 3.7514999999999645,
      "codecallDiscoveryCalls": 2,
      "codecallDiscoveryResponseBytes": 16467,
      "codecallExecutionCalls": 1,
      "codecallResponseBytes": 522,
      "scriptMs": 6.694165999999996,
      "singleLookupDirectCalls": 1
    },
    {
      "run": 3,
      "directCalls": 8,
      "directResponseBytes": 4194,
      "directMs": 3.1142919999999776,
      "codecallDiscoveryCalls": 2,
      "codecallDiscoveryResponseBytes": 16467,
      "codecallExecutionCalls": 1,
      "codecallResponseBytes": 522,
      "scriptMs": 6.239416000000006,
      "singleLookupDirectCalls": 1
    },
    {
      "run": 4,
      "directCalls": 8,
      "directResponseBytes": 4194,
      "directMs": 2.6718329999999924,
      "codecallDiscoveryCalls": 2,
      "codecallDiscoveryResponseBytes": 16467,
      "codecallExecutionCalls": 1,
      "codecallResponseBytes": 522,
      "scriptMs": 5.50366699999995,
      "singleLookupDirectCalls": 1
    },
    {
      "run": 5,
      "directCalls": 8,
      "directResponseBytes": 4194,
      "directMs": 3.0169579999999314,
      "codecallDiscoveryCalls": 2,
      "codecallDiscoveryResponseBytes": 16467,
      "codecallExecutionCalls": 1,
      "codecallResponseBytes": 522,
      "scriptMs": 5.430749999999989,
      "singleLookupDirectCalls": 1
    }
  ],
  "limits": "Sequential in-process runs after server startup; first execution may include lazy initialization; no model, tokens, costs, hosted network or answer-quality measurement. Discovery is counted separately. Direct model orchestration is simulated by the same script."
}