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by io.github.helphub369
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Alert Fatigue Calculator

alert-fatigue-calculator
Read-onlyIdempotent

Use when a user asks about alert noise, alert fatigue, or on-call burden from non-actionable alerts. Given weekly alert volume, actionable %, engineer count, and avg resolution time, returns noise rate, wasted hours, and fatigue tier.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
actionable_pctYesactionable expressed as a percentage.
engineer_countYesengineer count used by this deterministic tool.
alerts_per_weekYesalerts per week used by this deterministic tool.
avg_resolution_minYesavg resolution min used by this deterministic tool.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
next_stepYes
output_tierYes
signal_valueYes
fatigue_indexYes
next_step_urlYes
remaining_pctYes
why_follow_upYes
interpretationYes
noise_rate_pctYes
affiliate_contextNo
computation_basisYes
annual_wasted_hoursYes
noise_alerts_per_weekYes
wasted_hours_per_weekYes
burden_per_engineer_hoursYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed8 schema fields changed
    • addedInput schema / properties / actionable_pct / description
      Added value: +"actionable expressed as a percentage."
    • addedInput schema / properties / actionable_pct / examples
      Added value: +[
+  1
+]
    • addedInput schema / properties / alerts_per_week / description
      Added value: +"alerts per week used by this deterministic tool."
    • addedInput schema / properties / alerts_per_week / examples
      Added value: +[
+  1
+]
    • addedInput schema / properties / avg_resolution_min / description
      Added value: +"avg resolution min used by this deterministic tool."
    • addedInput schema / properties / avg_resolution_min / examples
      Added value: +[
+  1
+]
    • addedInput schema / properties / engineer_count / description
      Added value: +"engineer count used by this deterministic tool."
    • addedInput schema / properties / engineer_count / examples
      Added value: +[
+  1
+]
  2. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "additionalProperties": false,
+  "properties": {
+    "affiliate_context": {
+      "additionalProperties": false,
+      "properties": {
+        "affiliate": {
+          "type": "string"
+        },
+        "cta_label": {
+          "type": "string"
+        },
+        "disclosure": {
+          "type": "string"
+        },
+        "framing": {
+          "type": "string"
+        },
+        "posture": {
+          "enum": [
+            "secondary"
+          ],
+          "type": "string"
+        },
+        "slot_id": {
+          "type": "string"
+        },
+        "url": {
+          "type": "string"
+        },
+        "variant": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "affiliate",
+        "cta_label",
+        "disclosure",
+        "framing",
+        "posture",
+        "slot_id",
+        "url",
+        "variant"
+      ],
+      "type": "object"
+    },
+    "annual_wasted_hours": {
+      "type": "number"
+    },
+    "burden_per_engineer_hours": {
+      "type": "number"
+    },
+    "computation_basis": {
+      "type": "string"
+    },
+    "fatigue_index": {
+      "type": "number"
+    },
+    "interpretation": {
+      "type": "string"
+    },
+    "next_step": {
+      "type": "string"
+    },
+    "next_step_url": {
+      "type": "string"
+    },
+    "noise_alerts_per_week": {
+      "type": "number"
+    },
+    "noise_rate_pct": {
+      "type": "number"
+    },
+    "output_tier": {
+      "type": "string"
+    },
+    "remaining_pct": {
+      "type": "number"
+    },
+    "signal_value": {
+      "type": "number"
+    },
+    "wasted_hours_per_week": {
+      "type": "number"
+    },
+    "why_follow_up": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "annual_wasted_hours",
+    "burden_per_engineer_hours",
+    "computation_basis",
+    "fatigue_index",
+    "interpretation",
+    "next_step",
+    "next_step_url",
+    "noise_alerts_per_week",
+    "noise_rate_pct",
+    "output_tier",
+    "remaining_pct",
+    "signal_value",
+    "wasted_hours_per_week",
+    "why_follow_up"
+  ],
+  "type": "object"
+}
  3. Changed1 schema field changed
    • addedInput schema / additionalProperties
      Added value: +false
  4. First observed

TDQS

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