{
  "id": "workflow:signal-decay-monitoring",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-quant-research.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Signal Decay Monitoring",
    "workflowKind": "operational",
    "triggerType": "continuous",
    "typicalCadence": "daily",
    "complexity": "moderate",
    "description": "Monitors live trading signal degradation and triggers re-research when\nperformance deteriorates — tracking rolling information coefficient and\ninformation ratio against historical baselines, detecting structural\nbreaks in signal-return relationships using CUSUM and regime-change\nmodels, monitoring factor crowding indicators and capacity erosion,\nalerting when drawdown or hit-rate metrics breach predefined\nthresholds, and maintaining signal health dashboards with\ntraffic-light status. Produces decay alert notifications and\nre-research prioritization queues. Excludes signal construction and\nstrategy modification.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "role:quantitative-analyst",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "role:risk-analyst",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "domain:quantitative-finance",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "domain:algorithmic-trading",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "responsibility:model-validation",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "responsibility:risk-reporting",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "org-unit:quant-research",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:signal-decay-monitoring",
      "to": "org-unit:market-risk-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}