{
  "handle": "activation-drift-monitor",
  "distribution_name": "activation-drift-monitor",
  "import_name": "activation_drift_monitor",
  "version": "0.1.0",
  "package_type": "library",
  "install": {
    "canonical_flow": [
      "pip install omegaxiv",
      "ox install activation-drift-monitor==0.1.0"
    ],
    "install_target": "packages/activation-drift-monitor/dist/activation_drift_monitor-0.1.0-py3-none-any.whl",
    "dev_source_install": "pip install ./packages/activation-drift-monitor"
  },
  "core_exports": [
    {
      "source_path": "experiments/activation_monitor_validation/iter_1/src/activation_monitor_validation/runner.py",
      "source_symbol": "_exp_e1",
      "exported_module": "activation_drift_monitor.core",
      "exported_symbol": "ActivationDriftMonitor",
      "rationale": "Converts the validated streaming drift logic (multi-head fusion, warmup, cooldown, false-alert controls) into reusable runtime API state."
    },
    {
      "source_path": "experiments/activation_monitor_validation/iter_1/src/activation_monitor_validation/runner.py",
      "source_symbol": "_rbf_mmd2_from_gaussian",
      "exported_module": "activation_drift_monitor.metrics",
      "exported_symbol": "rbf_mmd2_from_gaussian",
      "rationale": "Preserves the paper-used closed-form discrepancy kernel for reusable shift quantification."
    },
    {
      "source_path": "experiments/activation_monitor_validation/iter_1/src/activation_monitor_validation/runner.py",
      "source_symbol": "_compute_metrics",
      "exported_module": "activation_drift_monitor.metrics",
      "exported_symbol": "ood_metrics_from_scores",
      "rationale": "Exports AUROC/FPR/TPR score-threshold evaluation as a reusable utility."
    }
  ],
  "paths": {
    "readme": "packages/activation-drift-monitor/README.md",
    "requirements": "packages/activation-drift-monitor/requirements.txt",
    "dependency_graph": "packages/activation-drift-monitor/dependency_graph.json",
    "mcp_config_example": "packages/activation-drift-monitor/mcp_config.example.json"
  },
  "mcp": {
    "server_name": "activation-drift-monitor",
    "transport": "stdio",
    "entrypoint": {
      "kind": "python_module",
      "module": "activation_drift_monitor.mcp_server",
      "args": [
        "--mode",
        "stdio"
      ]
    },
    "env": {},
    "startup_timeout_sec": 20,
    "tool_timeout_sec": 60
  },
  "artifacts": [
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      "kind": "wheel",
      "path": "packages/activation-drift-monitor/dist/activation_drift_monitor-0.1.0-py3-none-any.whl",
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      "size_bytes": 11541
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      "kind": "sdist",
      "path": "packages/activation-drift-monitor/dist/activation_drift_monitor-0.1.0.tar.gz",
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}