{
  "schema_version": "1.0.0",
  "captured_at": "2026-10-26T20:33:59.895172+05:30",
  "captured_on": "2026-10-26",
  "source_commit": "20a186bcc1196e4fbec053f551117b813df219f7",
  "claim_boundary": "Local software benchmark bundle; no claim of model-provider, network, browser page-load, microphone, camera, speaker, gaze, gesture, EEG, or human accuracy",
  "guarded_cpu_request": {
    "schema_version": "2.0.0",
    "benchmark": "guarded_local_cpu_usage",
    "scope": "Ready-daemon guarded CPU usage request: local planning, routing, risk assessment, execution, postcondition verification, and response shaping",
    "environment": {
      "operating_system": "Windows",
      "operating_system_release": "11",
      "python": "3.13.13",
      "warmup_iterations": 10
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    "cold_ready_request_ms": 69.152,
    "steady_state": {
      "iterations": 100,
      "mean_ms": 25.464,
      "median_ms": 25.234,
      "p95_ms": 26.93,
      "p99_ms": 27.992,
      "min_ms": 23.895,
      "max_ms": 28.324,
      "stdev_ms": 0.902
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    "model_generate_calls": 0,
    "total_model_generate_calls": 0,
    "limitations": [
      "Uses real local planner, policy, executor, verifier, and response code with in-memory transport.",
      "Excludes daemon process startup, UI rendering, cloud models, networks, browsers, voice, cameras, TTS, and neural hardware.",
      "A local reproducibility snapshot is not a universal performance guarantee."
    ]
  },
  "local_status_suite": {
    "schema_version": "1.0.0",
    "benchmark": "guarded_local_status_suite",
    "scope": "Ready-daemon local planning, routing, policy, real read-only execution, postcondition verification, and response shaping",
    "environment": {
      "operating_system": "Windows",
      "operating_system_release": "11",
      "python": "3.13.13",
      "warmup_iterations_per_scenario": 5
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    "scenarios": {
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        "query": "What's my CPU usage?",
        "expected_action": "cpu_usage",
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        "mean_ms": 25.179,
        "median_ms": 25.155,
        "p95_ms": 26.266,
        "p99_ms": 27.053,
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        "max_ms": 27.266,
        "stdev_ms": 0.636
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      "memory_usage": {
        "query": "What's my memory usage?",
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        "mean_ms": 4.333,
        "median_ms": 4.309,
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        "min_ms": 3.851,
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      "disk_usage": {
        "query": "What's my disk usage?",
        "expected_action": "disk_usage",
        "iterations": 50,
        "mean_ms": 5.531,
        "median_ms": 5.497,
        "p95_ms": 6.63,
        "p99_ms": 7.552,
        "min_ms": 4.114,
        "max_ms": 7.733,
        "stdev_ms": 0.829
      },
      "system_information": {
        "query": "Show system information",
        "expected_action": "system_info",
        "iterations": 50,
        "mean_ms": 62.192,
        "median_ms": 56.284,
        "p95_ms": 91.052,
        "p99_ms": 91.622,
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        "max_ms": 92.024,
        "stdev_ms": 11.808
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    "model_generate_calls": 0,
    "limitations": [
      "Measures four deterministic local status intents with in-memory transport.",
      "Does not measure model-backed planning, UI rendering, network, browser, voice, camera, TTS, or neural hardware.",
      "Host state and operating-system APIs affect timings."
    ]
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  "event_loop_responsiveness": {
    "schema_version": "1.0.0",
    "benchmark": "event_loop_responsiveness_during_cpu_monitor",
    "scope": "Real psutil one-second CPU monitor sample with a concurrent asyncio heartbeat",
    "environment": {
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    "heartbeat_ticks": 65,
    "heartbeat_median_ms": 15.587,
    "heartbeat_p95_ms": 16.24,
    "heartbeat_max_ms": 16.618,
    "max_scheduler_delay_ms": 6.618,
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      "Measures scheduler availability, not CPU-monitor completion latency.",
      "Windows timer granularity and host load affect heartbeat intervals.",
      "Does not measure UI rendering or hardware input latency."
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  "intent_dispatch": {
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    "benchmark": "deterministic_intent_dispatch",
    "scope": "Curated bounded local intents and ambiguous fall-through controls; planning only, no execution",
    "environment": {
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    "case_count": 59,
    "passed": 59,
    "failed": 0,
    "accuracy": 1.0,
    "categories": {
      "url": {
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        "accuracy": 1.0
      },
      "browser_click": {
        "passed": 6,
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        "accuracy": 1.0
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      "screen": {
        "passed": 8,
        "total": 8,
        "accuracy": 1.0
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      "system_info": {
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        "accuracy": 1.0
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      "usage": {
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      "application": {
        "passed": 6,
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        "accuracy": 1.0
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      "file_read": {
        "passed": 3,
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        "accuracy": 1.0
      },
      "forensics": {
        "passed": 4,
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        "accuracy": 1.0
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      "browser_workflow": {
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        "accuracy": 1.0
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      "fallback": {
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    "limitations": [
      "The fixed corpus is a regression set, not a population-level language-understanding benchmark.",
      "Passing fall-through cases means model planning is required; it does not grade the model's later answer.",
      "Application cases grade routing only and do not prove the application is installed or launched."
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    "benchmark": "local_commands",
    "iterations_per_example": 20,
    "warmup_per_example": 2,
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    "platform": "Windows-11-10.0.26300-SP0",
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    "handled": 91,
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    "slowest_examples": [
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        "example": "save this as my coding setup",
        "median_ms": 15.33
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      {
        "example": "log a workout",
        "median_ms": 14.606
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      {
        "example": "remind me tomorrow at 9 am to send the report",
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    "model_generate_calls": 0,
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    "claim_boundary": "In-process control path with stand-ins for the clipboard, speech, settings file and machine readings; no claim of speech recognition, text-to-speech, UI or end-to-end voice latency"
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    "environment": {
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      "python": "3.13.13"
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    "validation_samples": 5400,
    "learned_action_types": 12,
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      "disk_zero_baseline_mae": 7.18494490570265e-08,
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      "process_delta_mae": 1.3025066436966881e-05,
      "process_zero_baseline_mae": 0.0022166655398905277,
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    "direction_checks": {
      "file_write_increases_disk": true,
      "file_delete_decreases_disk": true,
      "service_start_increases_processes": true,
      "service_stop_decreases_processes": true,
      "process_kill_decreases_processes": true
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    "direction_checks_passed": 5,
    "inference": {
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    "limitations": [
      "Validation metrics are metadata for the exact saved weights on a stratified temporal holdout.",
      "The benchmark verifies shipped metadata and inference behavior; it does not recreate the holdout.",
      "Only 12 learnable action types use these weights; deterministic rules remain authoritative for safety and broader coverage.",
      "The model predicts coarse disk/process effects, not the full physical world or user intent."
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                "crps_log_time": 0.1969183972500671
              },
              "no_today": {
                "log_score": {
                  "complete": -0.20210082926814618,
                  "ua": -0.39273468902000297,
                  "correction": -0.5906795667820005,
                  "veto": -0.10276868962679633,
                  "log_time": -0.49513284396130375,
                  "total": -1.7834166186582499
                },
                "trials": 720,
                "brier_complete": 0.051316790109589935,
                "ece_complete": 0.0125249411165878,
                "brier_ua": 0.1153264857984443,
                "ece_ua": 0.03730544693354276,
                "crps_log_time": 0.19580339170777913
              }
            },
            "full_vs_no_today": {
              "mean": -0.014719968875830113,
              "ci95": [
                -0.021434229600461308,
                -0.00792756838123454
              ],
              "people": 5
            }
          },
          "probe_reliance_detection": null
        }
      },
      "by_split": {
        "tune": {
          "label": "tuning families, in-sample",
          "families": [
            "F1",
            "F3"
          ],
          "realized_utility_per_trial": {
            "1_fixed_assistance_off": {
              "mean": 0.44982172148794064,
              "ci95": [
                0.0038600849025214627,
                0.9027523178945985
              ],
              "people": 10
            },
            "4_uniform_random": {
              "mean": 0.3122874817222293,
              "ci95": [
                -0.0096433821007099,
                0.5856965028444445
              ],
              "people": 10
            },
            "9_engine_full": {
              "mean": 0.6266395380820278,
              "ci95": [
                0.4280560836384489,
                0.8524185937583378
              ],
              "people": 10
            }
          }
        }
      }
    },
    "agency_audit": {
      "1_fixed_assistance_off": {
        "passed": true,
        "counts": {
          "A1": 0,
          "A2": 0,
          "A3": 0,
          "A4": 0,
          "A5": 0,
          "A6": 0,
          "A7": 1.0,
          "A8": 1.0,
          "A9": 0,
          "A10": 0,
          "A11": 0,
          "A12": 0
        },
        "findings": [],
        "a9_exemptions": 2,
        "soft": {
          "override_rate": 0.010714285714285714,
          "never_creations": 1,
          "pause_adapting_uses": 0,
          "offers": {
            "accepted": 11,
            "dismissed": 15,
            "ignored_missing": 24
          },
          "burden_prompts_per_hour": 60.87799321676865,
          "regime_entropy_bits": 2.4455709462496635,
          "switch_rate": 0.7807692307692308
        }
      },
      "4_uniform_random": {
        "passed": true,
        "counts": {
          "A1": 0,
          "A2": 0,
          "A3": 0,
          "A4": 0,
          "A5": 0,
          "A6": 0,
          "A7": 1.0,
          "A8": 1.0,
          "A9": 0,
          "A10": 0,
          "A11": 0,
          "A12": 0
        },
        "findings": [],
        "a9_exemptions": 7,
        "soft": {
          "override_rate": 0.015625,
          "never_creations": 1,
          "pause_adapting_uses": 0,
          "offers": {
            "accepted": 12,
            "dismissed": 23,
            "ignored_missing": 31
          },
          "burden_prompts_per_hour": 59.280503286674,
          "regime_entropy_bits": 2.6823046791533325,
          "switch_rate": 0.95
        }
      },
      "9_engine_full": {
        "passed": true,
        "counts": {
          "A1": 0,
          "A2": 0,
          "A3": 0,
          "A4": 0,
          "A5": 0,
          "A6": 0,
          "A7": 1.0,
          "A8": 1.0,
          "A9": 0,
          "A10": 0,
          "A11": 0,
          "A12": 0
        },
        "findings": [],
        "a9_exemptions": 8,
        "soft": {
          "override_rate": 0.017857142857142856,
          "never_creations": 1,
          "pause_adapting_uses": 0,
          "offers": {
            "accepted": 11,
            "dismissed": 19,
            "ignored_missing": 25
          },
          "burden_prompts_per_hour": 60.70605584608754,
          "regime_entropy_bits": 2.647711980034375,
          "switch_rate": 0.8807692307692307
        }
      }
    },
    "limitations": [
      "Simulated people only: every number describes the simulator's families, not people.",
      "The tuning families share the model's functional forms, so the full model and the policy win there largely by construction.",
      "Validation and holdout families use forms the model lacks; even they come from the same literature as the priors.",
      "Realized utility uses observed outcomes and each simulated person's priorities (the protocol weights); no switching penalty.",
      "Offers have no mechanical effect on simulated selections.",
      "2 sessions per person: cross-session and probe-trend metrics are not computed."
    ],
    "claim_boundary": "simulated users only; tuning families, in-sample; no claim about people",
    "promoted_to_runtime": false
  }
}