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Forecast accuracy

get_forecast_accuracy
Read-onlyIdempotent

Returns stored public regional forecast accuracy, including observed-station or model-proxy truth lineage, data sufficiency, and eligibility. Takes either a region_id or an objective slug, which resolves to the accuracy region of the NWAC zone the objective is bound to. Informational only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugNoPublic objective slug returned by search_objectives. It resolves to the accuracy region of the NWAC zone the objective is bound to. Provide exactly one of slug and region_id.
region_idNoPublic accuracy region identifier, for example pnw-olympics. Provide exactly one of region_id and slug.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / oneOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "computedAt": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      },
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "eligible": {
      -        "const": true
      -      },
      -      "precipOccurrence": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "accuracyPct": {
      -                "type": "number"
      -              },
      -              "n": {
      -                "type": "number"
      -              }
      -            },
      -            "required": [
      -              "accuracyPct",
      -              "n"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "const": "insufficient"
      -          }
      -        ]
      -      },
      -      "provenance": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "replaySource": {
      -                "const": "open-meteo-archive"
      -              },
      -              "truth": {
      -                "const": "ifs-9km"
      -              }
      -            },
      -            "required": [
      -              "truth",
      -              "replaySource"
      -            ],
      -            "type": "object"
      -          },
      -          {
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      -              "replaySource": {
      -                "const": "open-meteo-archive"
      -              },
      -              "station": {
      -                "additionalProperties": false,
      -                "properties": {
      -                  "distanceMi": {
      -                    "type": "number"
      -                  },
      -                  "elevDeltaFt": {
      -                    "type": "number"
      -                  },
      -                  "network": {
      -                    "enum": [
      -                      "snotel",
      -                      "bc-asws",
      -                      "synoptic"
      -                    ]
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      -                    "type": "string"
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      -                    "type": "string"
      -                  }
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      -                  "stationId",
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      -                  "stationName",
      -                  "distanceMi",
      -                  "elevDeltaFt"
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      -                "type": "object"
      -              },
      -              "truth": {
      -                "const": "station-obs"
      -              }
      -            },
      -            "required": [
      -              "truth",
      -              "replaySource",
      -              "station"
      -            ],
      -            "type": "object"
      -          }
      -        ]
      -      },
      -      "regionId": {
      -        "type": "string"
      -      },
      -      "temperature": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "biasF": {
      -                "type": "number"
      -              },
      -              "maeF": {
      -                "type": "number"
      -              },
      -              "n": {
      -                "type": "number"
      -              }
      -            },
      -            "required": [
      -              "maeF",
      -              "biasF",
      -              "n"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "const": "insufficient"
      -          }
      -        ]
      -      },
      -      "windowDays": {
      -        "type": "number"
      -      }
      -    },
      -    "required": [
      -      "regionId",
      -      "windowDays",
      -      "provenance",
      -      "computedAt",
      -      "disclaimerText",
      -      "eligible",
      -      "temperature",
      -      "precipOccurrence"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "computedAt": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      },
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "eligible": {
      -        "const": false
      -      },
      -      "provenance": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "replaySource": {
      -                "const": "open-meteo-archive"
      -              },
      -              "truth": {
      -                "const": "ifs-9km"
      -              }
      -            },
      -            "required": [
      -              "truth",
      -              "replaySource"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "replaySource": {
      -                "const": "open-meteo-archive"
      -              },
      -              "station": {
      -                "additionalProperties": false,
      -                "properties": {
      -                  "distanceMi": {
      -                    "type": "number"
      -                  },
      -                  "elevDeltaFt": {
      -                    "type": "number"
      -                  },
      -                  "network": {
      -                    "enum": [
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      -                      "synoptic"
      -                    ]
      -                  },
      -                  "stationId": {
      -                    "type": "string"
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      -                  "stationName": {
      -                    "type": "string"
      -                  }
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      -                "required": [
      -                  "stationId",
      -                  "network",
      -                  "stationName",
      -                  "distanceMi",
      -                  "elevDeltaFt"
      -                ],
      -                "type": "object"
      -              },
      -              "truth": {
      -                "const": "station-obs"
      -              }
      -            },
      -            "required": [
      -              "truth",
      -              "replaySource",
      -              "station"
      -            ],
      -            "type": "object"
      -          }
      -        ]
      -      },
      -      "reason": {
      -        "enum": [
      -          "no-station-truth",
      -          "insufficient-samples",
      -          "elevation-gap-exceeded",
      -          "stale-station-truth"
      -        ]
      -      },
      -      "regionId": {
      -        "type": "string"
      -      },
      -      "windowDays": {
      -        "type": "number"
      -      }
      -    },
      -    "required": [
      -      "regionId",
      -      "windowDays",
      -      "provenance",
      -      "computedAt",
      -      "disclaimerText",
      -      "eligible",
      -      "reason"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "message": {
      -        "type": "string"
      -      },
      -      "status": {
      -        "const": "not_found"
      -      },
      -      "suggestions": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "name": {
      -              "type": "string"
      -            },
      -            "slug": {
      -              "type": "string"
      -            }
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      -          "required": [
      -            "slug",
      -            "name"
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      -          "type": "object"
      -        },
      -        "maxItems": 3,
      -        "type": "array"
      -      },
      -      "try": {
      -        "const": "search_objectives"
      -      }
      -    },
      -    "required": [
      -      "status",
      -      "message",
      -      "try",
      -      "suggestions",
      -      "disclaimerText"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "knownRegionIds": {
      -        "items": {
      -          "type": "string"
      -        },
      -        "type": "array"
      -      },
      -      "message": {
      -        "type": "string"
      -      },
      -      "status": {
      -        "const": "not_found"
      -      },
      -      "suggestions": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "name": {
      -              "type": "string"
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      -            "slug": {
      -              "type": "string"
      -            }
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      -          "required": [
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      -            "name"
      -          ],
      -          "type": "object"
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      -        "maxItems": 3,
      -        "type": "array"
      -      },
      -      "try": {
      -        "const": "search_objectives"
      -      }
      -    },
      -    "required": [
      -      "status",
      -      "message",
      -      "try",
      -      "suggestions",
      -      "disclaimerText",
      -      "knownRegionIds"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "error": {
      -        "const": "invalid_input"
      -      },
      -      "fields": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
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      -            "field": {
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      -            "problem": {
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      -                "unexpected"
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      -    "type": "object"
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      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "error": {
      -        "enum": [
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      -    "type": "object"
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      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "computedAt": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      },
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "eligible": {
      +        "const": true
      +      },
      +      "precipOccurrence": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "accuracyPct": {
      +                "type": "number"
      +              },
      +              "n": {
      +                "type": "number"
      +              }
      +            },
      +            "required": [
      +              "accuracyPct",
      +              "n"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "const": "insufficient"
      +          }
      +        ]
      +      },
      +      "provenance": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "truth": {
      +                "const": "ifs-9km"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "station": {
      +                "additionalProperties": false,
      +                "properties": {
      +                  "distanceMi": {
      +                    "type": "number"
      +                  },
      +                  "elevDeltaFt": {
      +                    "type": "number"
      +                  },
      +                  "network": {
      +                    "enum": [
      +                      "snotel",
      +                      "bc-asws",
      +                      "synoptic"
      +                    ]
      +                  },
      +                  "stationId": {
      +                    "type": "string"
      +                  },
      +                  "stationName": {
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "stationId",
      +                  "network",
      +                  "stationName",
      +                  "distanceMi",
      +                  "elevDeltaFt"
      +                ],
      +                "type": "object"
      +              },
      +              "truth": {
      +                "const": "station-obs"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource",
      +              "station"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      },
      +      "regionId": {
      +        "type": "string"
      +      },
      +      "temperature": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "biasF": {
      +                "type": "number"
      +              },
      +              "maeF": {
      +                "type": "number"
      +              },
      +              "n": {
      +                "type": "number"
      +              }
      +            },
      +            "required": [
      +              "maeF",
      +              "biasF",
      +              "n"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "const": "insufficient"
      +          }
      +        ]
      +      },
      +      "windowDays": {
      +        "type": "number"
      +      }
      +    },
      +    "required": [
      +      "regionId",
      +      "windowDays",
      +      "provenance",
      +      "computedAt",
      +      "disclaimerText",
      +      "eligible",
      +      "temperature",
      +      "precipOccurrence"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "computedAt": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      },
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "eligible": {
      +        "const": false
      +      },
      +      "provenance": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "truth": {
      +                "const": "ifs-9km"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "station": {
      +                "additionalProperties": false,
      +                "properties": {
      +                  "distanceMi": {
      +                    "type": "number"
      +                  },
      +                  "elevDeltaFt": {
      +                    "type": "number"
      +                  },
      +                  "network": {
      +                    "enum": [
      +                      "snotel",
      +                      "bc-asws",
      +                      "synoptic"
      +                    ]
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      +                  "stationId": {
      +                    "type": "string"
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      +                  "stationName": {
      +                    "type": "string"
      +                  }
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      +                "required": [
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      +                  "stationName",
      +                  "distanceMi",
      +                  "elevDeltaFt"
      +                ],
      +                "type": "object"
      +              },
      +              "truth": {
      +                "const": "station-obs"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource",
      +              "station"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      },
      +      "reason": {
      +        "enum": [
      +          "no-station-truth",
      +          "insufficient-samples",
      +          "elevation-gap-exceeded",
      +          "stale-station-truth"
      +        ]
      +      },
      +      "regionId": {
      +        "type": "string"
      +      },
      +      "windowDays": {
      +        "type": "number"
      +      }
      +    },
      +    "required": [
      +      "regionId",
      +      "windowDays",
      +      "provenance",
      +      "computedAt",
      +      "disclaimerText",
      +      "eligible",
      +      "reason"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "not_found"
      +      },
      +      "suggestions": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "slug": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "slug",
      +            "name"
      +          ],
      +          "type": "object"
      +        },
      +        "maxItems": 3,
      +        "type": "array"
      +      },
      +      "try": {
      +        "const": "search_objectives"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "message",
      +      "try",
      +      "suggestions",
      +      "disclaimerText"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "knownRegionIds": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "not_found"
      +      },
      +      "suggestions": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
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      +            "slug": {
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      +            }
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      +          "required": [
      +            "slug",
      +            "name"
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      +          "type": "object"
      +        },
      +        "maxItems": 3,
      +        "type": "array"
      +      },
      +      "try": {
      +        "const": "search_objectives"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "message",
      +      "try",
      +      "suggestions",
      +      "disclaimerText",
      +      "knownRegionIds"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "error": {
      +        "const": "invalid_input"
      +      },
      +      "fields": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "allowed": {
      +              "items": {
      +                "type": "string"
      +              },
      +              "type": "array"
      +            },
      +            "field": {
      +              "type": "string"
      +            },
      +            "problem": {
      +              "enum": [
      +                "required",
      +                "type",
      +                "enum",
      +                "length",
      +                "pattern",
      +                "range",
      +                "format",
      +                "not_in_window",
      +                "unexpected"
      +              ]
      +            }
      +          },
      +          "required": [
      +            "field",
      +            "problem"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "requestId": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      }
      +    },
      +    "required": [
      +      "error",
      +      "message",
      +      "requestId",
      +      "disclaimerText",
      +      "fields"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "error": {
      +        "enum": [
      +          "MCP_BUSY",
      +          "MCP_RESPONSE_TOO_LARGE",
      +          "MCP_VOICE_GATE_FAILED",
      +          "MCP_TOOL_FAILED",
      +          "MCP_OUTPUT_INVALID",
      +          "rate_limited",
      +          "processing_limit",
      +          "response_limit"
      +        ]
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "requestId": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      }
      +    },
      +    "required": [
      +      "error",
      +      "message",
      +      "requestId",
      +      "disclaimerText"
      +    ],
      +    "type": "object"
      +  }
      +]
  2. Changed2 schema fields changed
    • changedInput schema / properties / slug / description
      Previous value: -"Public objective slug returned by search_objectives. It resolves to the accuracy region containing the objective. Provide exactly one of slug and region_id."New value: +"Public objective slug returned by search_objectives. It resolves to the accuracy region of the NWAC zone the objective is bound to. Provide exactly one of slug and region_id."
    • changedOutput schema / oneOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "computedAt": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      },
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "eligible": {
      -        "type": "boolean"
      -      },
      -      "precipOccurrence": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "accuracyPct": {
      -                "type": "number"
      -              },
      -              "n": {
      -                "type": "number"
      -              }
      -            },
      -            "required": [
      -              "accuracyPct",
      -              "n"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "const": "insufficient"
      -          }
      -        ]
      -      },
      -      "provenance": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "replaySource": {
      -                "const": "open-meteo-archive"
      -              },
      -              "truth": {
      -                "const": "ifs-9km"
      -              }
      -            },
      -            "required": [
      -              "truth",
      -              "replaySource"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "replaySource": {
      -                "const": "open-meteo-archive"
      -              },
      -              "station": {
      -                "additionalProperties": false,
      -                "properties": {
      -                  "distanceMi": {
      -                    "type": "number"
      -                  },
      -                  "elevDeltaFt": {
      -                    "type": "number"
      -                  },
      -                  "network": {
      -                    "enum": [
      -                      "snotel",
      -                      "bc-asws",
      -                      "synoptic"
      -                    ]
      -                  },
      -                  "stationId": {
      -                    "type": "string"
      -                  },
      -                  "stationName": {
      -                    "type": "string"
      -                  }
      -                },
      -                "required": [
      -                  "stationId",
      -                  "network",
      -                  "stationName",
      -                  "distanceMi",
      -                  "elevDeltaFt"
      -                ],
      -                "type": "object"
      -              },
      -              "truth": {
      -                "const": "station-obs"
      -              }
      -            },
      -            "required": [
      -              "truth",
      -              "replaySource",
      -              "station"
      -            ],
      -            "type": "object"
      -          }
      -        ]
      -      },
      -      "reason": {
      -        "enum": [
      -          "no-station-truth",
      -          "insufficient-samples",
      -          "elevation-gap-exceeded",
      -          "stale-station-truth"
      -        ]
      -      },
      -      "regionId": {
      -        "type": "string"
      -      },
      -      "sampleCount": {
      -        "type": "number"
      -      },
      -      "temperature": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "biasF": {
      -                "type": "number"
      -              },
      -              "maeF": {
      -                "type": "number"
      -              },
      -              "n": {
      -                "type": "number"
      -              }
      -            },
      -            "required": [
      -              "maeF",
      -              "biasF",
      -              "n"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "const": "insufficient"
      -          }
      -        ]
      -      },
      -      "windowDays": {
      -        "type": "number"
      -      }
      -    },
      -    "required": [
      -      "regionId",
      -      "windowDays",
      -      "sampleCount",
      -      "temperature",
      -      "precipOccurrence",
      -      "provenance",
      -      "computedAt",
      -      "eligible",
      -      "disclaimerText"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "message": {
      -        "type": "string"
      -      },
      -      "status": {
      -        "const": "not_found"
      -      },
      -      "suggestions": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "name": {
      -              "type": "string"
      -            },
      -            "slug": {
      -              "type": "string"
      -            }
      -          },
      -          "required": [
      -            "slug",
      -            "name"
      -          ],
      -          "type": "object"
      -        },
      -        "maxItems": 3,
      -        "type": "array"
      -      },
      -      "try": {
      -        "const": "search_objectives"
      -      }
      -    },
      -    "required": [
      -      "status",
      -      "message",
      -      "try",
      -      "suggestions",
      -      "disclaimerText"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "knownRegionIds": {
      -        "items": {
      -          "type": "string"
      -        },
      -        "type": "array"
      -      },
      -      "message": {
      -        "type": "string"
      -      },
      -      "status": {
      -        "const": "not_found"
      -      },
      -      "suggestions": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "name": {
      -              "type": "string"
      -            },
      -            "slug": {
      -              "type": "string"
      -            }
      -          },
      -          "required": [
      -            "slug",
      -            "name"
      -          ],
      -          "type": "object"
      -        },
      -        "maxItems": 3,
      -        "type": "array"
      -      },
      -      "try": {
      -        "const": "search_objectives"
      -      }
      -    },
      -    "required": [
      -      "status",
      -      "message",
      -      "try",
      -      "suggestions",
      -      "disclaimerText",
      -      "knownRegionIds"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "error": {
      -        "const": "invalid_input"
      -      },
      -      "fields": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "allowed": {
      -              "items": {
      -                "type": "string"
      -              },
      -              "type": "array"
      -            },
      -            "field": {
      -              "type": "string"
      -            },
      -            "problem": {
      -              "enum": [
      -                "required",
      -                "type",
      -                "enum",
      -                "length",
      -                "pattern",
      -                "range",
      -                "unexpected"
      -              ]
      -            }
      -          },
      -          "required": [
      -            "field",
      -            "problem"
      -          ],
      -          "type": "object"
      -        },
      -        "type": "array"
      -      },
      -      "message": {
      -        "type": "string"
      -      },
      -      "requestId": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      }
      -    },
      -    "required": [
      -      "error",
      -      "message",
      -      "requestId",
      -      "disclaimerText",
      -      "fields"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "error": {
      -        "enum": [
      -          "MCP_BUSY",
      -          "MCP_RESPONSE_TOO_LARGE",
      -          "MCP_VOICE_GATE_FAILED",
      -          "MCP_TOOL_FAILED",
      -          "rate_limited",
      -          "processing_limit",
      -          "response_limit"
      -        ]
      -      },
      -      "message": {
      -        "type": "string"
      -      },
      -      "requestId": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      }
      -    },
      -    "required": [
      -      "error",
      -      "message",
      -      "requestId",
      -      "disclaimerText"
      -    ],
      -    "type": "object"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "computedAt": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      },
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "eligible": {
      +        "const": true
      +      },
      +      "precipOccurrence": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "accuracyPct": {
      +                "type": "number"
      +              },
      +              "n": {
      +                "type": "number"
      +              }
      +            },
      +            "required": [
      +              "accuracyPct",
      +              "n"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "const": "insufficient"
      +          }
      +        ]
      +      },
      +      "provenance": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "truth": {
      +                "const": "ifs-9km"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "station": {
      +                "additionalProperties": false,
      +                "properties": {
      +                  "distanceMi": {
      +                    "type": "number"
      +                  },
      +                  "elevDeltaFt": {
      +                    "type": "number"
      +                  },
      +                  "network": {
      +                    "enum": [
      +                      "snotel",
      +                      "bc-asws",
      +                      "synoptic"
      +                    ]
      +                  },
      +                  "stationId": {
      +                    "type": "string"
      +                  },
      +                  "stationName": {
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "stationId",
      +                  "network",
      +                  "stationName",
      +                  "distanceMi",
      +                  "elevDeltaFt"
      +                ],
      +                "type": "object"
      +              },
      +              "truth": {
      +                "const": "station-obs"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource",
      +              "station"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      },
      +      "regionId": {
      +        "type": "string"
      +      },
      +      "temperature": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "biasF": {
      +                "type": "number"
      +              },
      +              "maeF": {
      +                "type": "number"
      +              },
      +              "n": {
      +                "type": "number"
      +              }
      +            },
      +            "required": [
      +              "maeF",
      +              "biasF",
      +              "n"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "const": "insufficient"
      +          }
      +        ]
      +      },
      +      "windowDays": {
      +        "type": "number"
      +      }
      +    },
      +    "required": [
      +      "regionId",
      +      "windowDays",
      +      "provenance",
      +      "computedAt",
      +      "disclaimerText",
      +      "eligible",
      +      "temperature",
      +      "precipOccurrence"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "computedAt": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      },
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "eligible": {
      +        "const": false
      +      },
      +      "provenance": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "truth": {
      +                "const": "ifs-9km"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "station": {
      +                "additionalProperties": false,
      +                "properties": {
      +                  "distanceMi": {
      +                    "type": "number"
      +                  },
      +                  "elevDeltaFt": {
      +                    "type": "number"
      +                  },
      +                  "network": {
      +                    "enum": [
      +                      "snotel",
      +                      "bc-asws",
      +                      "synoptic"
      +                    ]
      +                  },
      +                  "stationId": {
      +                    "type": "string"
      +                  },
      +                  "stationName": {
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "stationId",
      +                  "network",
      +                  "stationName",
      +                  "distanceMi",
      +                  "elevDeltaFt"
      +                ],
      +                "type": "object"
      +              },
      +              "truth": {
      +                "const": "station-obs"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource",
      +              "station"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      },
      +      "reason": {
      +        "enum": [
      +          "no-station-truth",
      +          "insufficient-samples",
      +          "elevation-gap-exceeded",
      +          "stale-station-truth"
      +        ]
      +      },
      +      "regionId": {
      +        "type": "string"
      +      },
      +      "windowDays": {
      +        "type": "number"
      +      }
      +    },
      +    "required": [
      +      "regionId",
      +      "windowDays",
      +      "provenance",
      +      "computedAt",
      +      "disclaimerText",
      +      "eligible",
      +      "reason"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "not_found"
      +      },
      +      "suggestions": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "slug": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "slug",
      +            "name"
      +          ],
      +          "type": "object"
      +        },
      +        "maxItems": 3,
      +        "type": "array"
      +      },
      +      "try": {
      +        "const": "search_objectives"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "message",
      +      "try",
      +      "suggestions",
      +      "disclaimerText"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "knownRegionIds": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "not_found"
      +      },
      +      "suggestions": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "slug": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "slug",
      +            "name"
      +          ],
      +          "type": "object"
      +        },
      +        "maxItems": 3,
      +        "type": "array"
      +      },
      +      "try": {
      +        "const": "search_objectives"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "message",
      +      "try",
      +      "suggestions",
      +      "disclaimerText",
      +      "knownRegionIds"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "error": {
      +        "const": "invalid_input"
      +      },
      +      "fields": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "allowed": {
      +              "items": {
      +                "type": "string"
      +              },
      +              "type": "array"
      +            },
      +            "field": {
      +              "type": "string"
      +            },
      +            "problem": {
      +              "enum": [
      +                "required",
      +                "type",
      +                "enum",
      +                "length",
      +                "pattern",
      +                "range",
      +                "format",
      +                "not_in_window",
      +                "unexpected"
      +              ]
      +            }
      +          },
      +          "required": [
      +            "field",
      +            "problem"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "requestId": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      }
      +    },
      +    "required": [
      +      "error",
      +      "message",
      +      "requestId",
      +      "disclaimerText",
      +      "fields"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "error": {
      +        "enum": [
      +          "MCP_BUSY",
      +          "MCP_RESPONSE_TOO_LARGE",
      +          "MCP_VOICE_GATE_FAILED",
      +          "MCP_TOOL_FAILED",
      +          "rate_limited",
      +          "processing_limit",
      +          "response_limit"
      +        ]
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "requestId": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      }
      +    },
      +    "required": [
      +      "error",
      +      "message",
      +      "requestId",
      +      "disclaimerText"
      +    ],
      +    "type": "object"
      +  }
      +]
  3. Changed4 schema fields changed
    • changedInput schema / properties / region_id / description
      Previous value: -"Public accuracy region identifier, for example pnw-olympics."New value: +"Public accuracy region identifier, for example pnw-olympics. Provide exactly one of region_id and slug."
    • addedInput schema / properties / slug
      Added value: +{
      +  "description": "Public objective slug returned by search_objectives. It resolves to the accuracy region containing the objective. Provide exactly one of slug and region_id.",
      +  "maxLength": 256,
      +  "minLength": 1,
      +  "type": "string"
      +}
    • removedInput schema / required
      Removed value: -[
      -  "region_id"
      -]
    • changedOutput schema / oneOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "computedAt": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      },
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "eligible": {
      -        "type": "boolean"
      -      },
      -      "precipOccurrence": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "accuracyPct": {
      -                "type": "number"
      -              },
      -              "n": {
      -                "type": "number"
      -              }
      -            },
      -            "required": [
      -              "accuracyPct",
      -              "n"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "const": "insufficient"
      -          }
      -        ]
      -      },
      -      "provenance": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "replaySource": {
      -                "const": "open-meteo-archive"
      -              },
      -              "truth": {
      -                "const": "ifs-9km"
      -              }
      -            },
      -            "required": [
      -              "truth",
      -              "replaySource"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "replaySource": {
      -                "const": "open-meteo-archive"
      -              },
      -              "station": {
      -                "additionalProperties": false,
      -                "properties": {
      -                  "distanceMi": {
      -                    "type": "number"
      -                  },
      -                  "elevDeltaFt": {
      -                    "type": "number"
      -                  },
      -                  "network": {
      -                    "enum": [
      -                      "snotel",
      -                      "bc-asws",
      -                      "synoptic"
      -                    ]
      -                  },
      -                  "stationId": {
      -                    "type": "string"
      -                  },
      -                  "stationName": {
      -                    "type": "string"
      -                  }
      -                },
      -                "required": [
      -                  "stationId",
      -                  "network",
      -                  "stationName",
      -                  "distanceMi",
      -                  "elevDeltaFt"
      -                ],
      -                "type": "object"
      -              },
      -              "truth": {
      -                "const": "station-obs"
      -              }
      -            },
      -            "required": [
      -              "truth",
      -              "replaySource",
      -              "station"
      -            ],
      -            "type": "object"
      -          }
      -        ]
      -      },
      -      "reason": {
      -        "enum": [
      -          "no-station-truth",
      -          "insufficient-samples",
      -          "elevation-gap-exceeded",
      -          "stale-station-truth"
      -        ]
      -      },
      -      "regionId": {
      -        "type": "string"
      -      },
      -      "sampleCount": {
      -        "type": "number"
      -      },
      -      "temperature": {
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "biasF": {
      -                "type": "number"
      -              },
      -              "maeF": {
      -                "type": "number"
      -              },
      -              "n": {
      -                "type": "number"
      -              }
      -            },
      -            "required": [
      -              "maeF",
      -              "biasF",
      -              "n"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "const": "insufficient"
      -          }
      -        ]
      -      },
      -      "windowDays": {
      -        "type": "number"
      -      }
      -    },
      -    "required": [
      -      "regionId",
      -      "windowDays",
      -      "sampleCount",
      -      "temperature",
      -      "precipOccurrence",
      -      "provenance",
      -      "computedAt",
      -      "eligible",
      -      "disclaimerText"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "message": {
      -        "type": "string"
      -      },
      -      "status": {
      -        "const": "not_found"
      -      },
      -      "suggestions": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "name": {
      -              "type": "string"
      -            },
      -            "slug": {
      -              "type": "string"
      -            }
      -          },
      -          "required": [
      -            "slug",
      -            "name"
      -          ],
      -          "type": "object"
      -        },
      -        "maxItems": 3,
      -        "type": "array"
      -      },
      -      "try": {
      -        "const": "search_objectives"
      -      }
      -    },
      -    "required": [
      -      "status",
      -      "message",
      -      "try",
      -      "suggestions",
      -      "disclaimerText"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "error": {
      -        "const": "invalid_input"
      -      },
      -      "fields": {
      -        "items": {
      -          "additionalProperties": false,
      -          "properties": {
      -            "allowed": {
      -              "items": {
      -                "type": "string"
      -              },
      -              "type": "array"
      -            },
      -            "field": {
      -              "type": "string"
      -            },
      -            "problem": {
      -              "enum": [
      -                "required",
      -                "type",
      -                "enum",
      -                "length",
      -                "pattern",
      -                "range",
      -                "unexpected"
      -              ]
      -            }
      -          },
      -          "required": [
      -            "field",
      -            "problem"
      -          ],
      -          "type": "object"
      -        },
      -        "type": "array"
      -      },
      -      "message": {
      -        "type": "string"
      -      },
      -      "requestId": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      }
      -    },
      -    "required": [
      -      "error",
      -      "message",
      -      "requestId",
      -      "disclaimerText",
      -      "fields"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "disclaimerText": {
      -        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      -      },
      -      "error": {
      -        "enum": [
      -          "MCP_BUSY",
      -          "MCP_RESPONSE_TOO_LARGE",
      -          "MCP_VOICE_GATE_FAILED",
      -          "MCP_TOOL_FAILED",
      -          "rate_limited",
      -          "processing_limit",
      -          "response_limit"
      -        ]
      -      },
      -      "message": {
      -        "type": "string"
      -      },
      -      "requestId": {
      -        "type": [
      -          "string",
      -          "null"
      -        ]
      -      }
      -    },
      -    "required": [
      -      "error",
      -      "message",
      -      "requestId",
      -      "disclaimerText"
      -    ],
      -    "type": "object"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "computedAt": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      },
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "eligible": {
      +        "type": "boolean"
      +      },
      +      "precipOccurrence": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "accuracyPct": {
      +                "type": "number"
      +              },
      +              "n": {
      +                "type": "number"
      +              }
      +            },
      +            "required": [
      +              "accuracyPct",
      +              "n"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "const": "insufficient"
      +          }
      +        ]
      +      },
      +      "provenance": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "truth": {
      +                "const": "ifs-9km"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "replaySource": {
      +                "const": "open-meteo-archive"
      +              },
      +              "station": {
      +                "additionalProperties": false,
      +                "properties": {
      +                  "distanceMi": {
      +                    "type": "number"
      +                  },
      +                  "elevDeltaFt": {
      +                    "type": "number"
      +                  },
      +                  "network": {
      +                    "enum": [
      +                      "snotel",
      +                      "bc-asws",
      +                      "synoptic"
      +                    ]
      +                  },
      +                  "stationId": {
      +                    "type": "string"
      +                  },
      +                  "stationName": {
      +                    "type": "string"
      +                  }
      +                },
      +                "required": [
      +                  "stationId",
      +                  "network",
      +                  "stationName",
      +                  "distanceMi",
      +                  "elevDeltaFt"
      +                ],
      +                "type": "object"
      +              },
      +              "truth": {
      +                "const": "station-obs"
      +              }
      +            },
      +            "required": [
      +              "truth",
      +              "replaySource",
      +              "station"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      },
      +      "reason": {
      +        "enum": [
      +          "no-station-truth",
      +          "insufficient-samples",
      +          "elevation-gap-exceeded",
      +          "stale-station-truth"
      +        ]
      +      },
      +      "regionId": {
      +        "type": "string"
      +      },
      +      "sampleCount": {
      +        "type": "number"
      +      },
      +      "temperature": {
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "biasF": {
      +                "type": "number"
      +              },
      +              "maeF": {
      +                "type": "number"
      +              },
      +              "n": {
      +                "type": "number"
      +              }
      +            },
      +            "required": [
      +              "maeF",
      +              "biasF",
      +              "n"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "const": "insufficient"
      +          }
      +        ]
      +      },
      +      "windowDays": {
      +        "type": "number"
      +      }
      +    },
      +    "required": [
      +      "regionId",
      +      "windowDays",
      +      "sampleCount",
      +      "temperature",
      +      "precipOccurrence",
      +      "provenance",
      +      "computedAt",
      +      "eligible",
      +      "disclaimerText"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "not_found"
      +      },
      +      "suggestions": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "slug": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "slug",
      +            "name"
      +          ],
      +          "type": "object"
      +        },
      +        "maxItems": 3,
      +        "type": "array"
      +      },
      +      "try": {
      +        "const": "search_objectives"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "message",
      +      "try",
      +      "suggestions",
      +      "disclaimerText"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "knownRegionIds": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "type": "array"
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "status": {
      +        "const": "not_found"
      +      },
      +      "suggestions": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "name": {
      +              "type": "string"
      +            },
      +            "slug": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "slug",
      +            "name"
      +          ],
      +          "type": "object"
      +        },
      +        "maxItems": 3,
      +        "type": "array"
      +      },
      +      "try": {
      +        "const": "search_objectives"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "message",
      +      "try",
      +      "suggestions",
      +      "disclaimerText",
      +      "knownRegionIds"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "error": {
      +        "const": "invalid_input"
      +      },
      +      "fields": {
      +        "items": {
      +          "additionalProperties": false,
      +          "properties": {
      +            "allowed": {
      +              "items": {
      +                "type": "string"
      +              },
      +              "type": "array"
      +            },
      +            "field": {
      +              "type": "string"
      +            },
      +            "problem": {
      +              "enum": [
      +                "required",
      +                "type",
      +                "enum",
      +                "length",
      +                "pattern",
      +                "range",
      +                "unexpected"
      +              ]
      +            }
      +          },
      +          "required": [
      +            "field",
      +            "problem"
      +          ],
      +          "type": "object"
      +        },
      +        "type": "array"
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "requestId": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      }
      +    },
      +    "required": [
      +      "error",
      +      "message",
      +      "requestId",
      +      "disclaimerText",
      +      "fields"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "disclaimerText": {
      +        "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +      },
      +      "error": {
      +        "enum": [
      +          "MCP_BUSY",
      +          "MCP_RESPONSE_TOO_LARGE",
      +          "MCP_VOICE_GATE_FAILED",
      +          "MCP_TOOL_FAILED",
      +          "rate_limited",
      +          "processing_limit",
      +          "response_limit"
      +        ]
      +      },
      +      "message": {
      +        "type": "string"
      +      },
      +      "requestId": {
      +        "type": [
      +          "string",
      +          "null"
      +        ]
      +      }
      +    },
      +    "required": [
      +      "error",
      +      "message",
      +      "requestId",
      +      "disclaimerText"
      +    ],
      +    "type": "object"
      +  }
      +]
  4. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "$schema": "https://json-schema.org/draft/2020-12/schema",
      +  "oneOf": [
      +    {
      +      "additionalProperties": false,
      +      "properties": {
      +        "computedAt": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        },
      +        "disclaimerText": {
      +          "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +        },
      +        "eligible": {
      +          "type": "boolean"
      +        },
      +        "precipOccurrence": {
      +          "oneOf": [
      +            {
      +              "additionalProperties": false,
      +              "properties": {
      +                "accuracyPct": {
      +                  "type": "number"
      +                },
      +                "n": {
      +                  "type": "number"
      +                }
      +              },
      +              "required": [
      +                "accuracyPct",
      +                "n"
      +              ],
      +              "type": "object"
      +            },
      +            {
      +              "const": "insufficient"
      +            }
      +          ]
      +        },
      +        "provenance": {
      +          "oneOf": [
      +            {
      +              "additionalProperties": false,
      +              "properties": {
      +                "replaySource": {
      +                  "const": "open-meteo-archive"
      +                },
      +                "truth": {
      +                  "const": "ifs-9km"
      +                }
      +              },
      +              "required": [
      +                "truth",
      +                "replaySource"
      +              ],
      +              "type": "object"
      +            },
      +            {
      +              "additionalProperties": false,
      +              "properties": {
      +                "replaySource": {
      +                  "const": "open-meteo-archive"
      +                },
      +                "station": {
      +                  "additionalProperties": false,
      +                  "properties": {
      +                    "distanceMi": {
      +                      "type": "number"
      +                    },
      +                    "elevDeltaFt": {
      +                      "type": "number"
      +                    },
      +                    "network": {
      +                      "enum": [
      +                        "snotel",
      +                        "bc-asws",
      +                        "synoptic"
      +                      ]
      +                    },
      +                    "stationId": {
      +                      "type": "string"
      +                    },
      +                    "stationName": {
      +                      "type": "string"
      +                    }
      +                  },
      +                  "required": [
      +                    "stationId",
      +                    "network",
      +                    "stationName",
      +                    "distanceMi",
      +                    "elevDeltaFt"
      +                  ],
      +                  "type": "object"
      +                },
      +                "truth": {
      +                  "const": "station-obs"
      +                }
      +              },
      +              "required": [
      +                "truth",
      +                "replaySource",
      +                "station"
      +              ],
      +              "type": "object"
      +            }
      +          ]
      +        },
      +        "reason": {
      +          "enum": [
      +            "no-station-truth",
      +            "insufficient-samples",
      +            "elevation-gap-exceeded",
      +            "stale-station-truth"
      +          ]
      +        },
      +        "regionId": {
      +          "type": "string"
      +        },
      +        "sampleCount": {
      +          "type": "number"
      +        },
      +        "temperature": {
      +          "oneOf": [
      +            {
      +              "additionalProperties": false,
      +              "properties": {
      +                "biasF": {
      +                  "type": "number"
      +                },
      +                "maeF": {
      +                  "type": "number"
      +                },
      +                "n": {
      +                  "type": "number"
      +                }
      +              },
      +              "required": [
      +                "maeF",
      +                "biasF",
      +                "n"
      +              ],
      +              "type": "object"
      +            },
      +            {
      +              "const": "insufficient"
      +            }
      +          ]
      +        },
      +        "windowDays": {
      +          "type": "number"
      +        }
      +      },
      +      "required": [
      +        "regionId",
      +        "windowDays",
      +        "sampleCount",
      +        "temperature",
      +        "precipOccurrence",
      +        "provenance",
      +        "computedAt",
      +        "eligible",
      +        "disclaimerText"
      +      ],
      +      "type": "object"
      +    },
      +    {
      +      "additionalProperties": false,
      +      "properties": {
      +        "disclaimerText": {
      +          "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +        },
      +        "message": {
      +          "type": "string"
      +        },
      +        "status": {
      +          "const": "not_found"
      +        },
      +        "suggestions": {
      +          "items": {
      +            "additionalProperties": false,
      +            "properties": {
      +              "name": {
      +                "type": "string"
      +              },
      +              "slug": {
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "slug",
      +              "name"
      +            ],
      +            "type": "object"
      +          },
      +          "maxItems": 3,
      +          "type": "array"
      +        },
      +        "try": {
      +          "const": "search_objectives"
      +        }
      +      },
      +      "required": [
      +        "status",
      +        "message",
      +        "try",
      +        "suggestions",
      +        "disclaimerText"
      +      ],
      +      "type": "object"
      +    },
      +    {
      +      "additionalProperties": false,
      +      "properties": {
      +        "disclaimerText": {
      +          "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +        },
      +        "error": {
      +          "const": "invalid_input"
      +        },
      +        "fields": {
      +          "items": {
      +            "additionalProperties": false,
      +            "properties": {
      +              "allowed": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "field": {
      +                "type": "string"
      +              },
      +              "problem": {
      +                "enum": [
      +                  "required",
      +                  "type",
      +                  "enum",
      +                  "length",
      +                  "pattern",
      +                  "range",
      +                  "unexpected"
      +                ]
      +              }
      +            },
      +            "required": [
      +              "field",
      +              "problem"
      +            ],
      +            "type": "object"
      +          },
      +          "type": "array"
      +        },
      +        "message": {
      +          "type": "string"
      +        },
      +        "requestId": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        }
      +      },
      +      "required": [
      +        "error",
      +        "message",
      +        "requestId",
      +        "disclaimerText",
      +        "fields"
      +      ],
      +      "type": "object"
      +    },
      +    {
      +      "additionalProperties": false,
      +      "properties": {
      +        "disclaimerText": {
      +          "const": "This data is for informational purposes only. ClimbCast presents information, you manage risk. Ratings are decision-support heuristics, not advice. For any safety-critical decision, always consult the official source bulletin directly. Forecasts may contain errors and are not a substitute for sound human judgment. Weather and avalanche conditions can change rapidly and without warning. You are solely responsible for your decisions in the outdoors."
      +        },
      +        "error": {
      +          "enum": [
      +            "MCP_BUSY",
      +            "MCP_RESPONSE_TOO_LARGE",
      +            "MCP_VOICE_GATE_FAILED",
      +            "MCP_TOOL_FAILED",
      +            "rate_limited",
      +            "processing_limit",
      +            "response_limit"
      +          ]
      +        },
      +        "message": {
      +          "type": "string"
      +        },
      +        "requestId": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        }
      +      },
      +      "required": [
      +        "error",
      +        "message",
      +        "requestId",
      +        "disclaimerText"
      +      ],
      +      "type": "object"
      +    }
      +  ],
      +  "type": "object"
      +}
  5. First observed

TDQS

A3.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover readOnly/idempotent/non-destructive/closed-world, so the bar is lower; the description adds real context by revealing the data is 'stored' (precomputed, not live) and that truth lineage may be 'observed-station or model-proxy,' which implies variable data quality.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three tight sentences with the core purpose front-loaded; the lineage/eligibility clause and the resolution rule each carry information. 'Informational only' is a slightly terse trailing qualifier but earns its place as a scope warning.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need no explanation, and the description covers purpose, key resolution, and the informational-only scope. It omits any note on whether data sufficiency can make the result empty or partial, which an agent might want.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and the schema already carries the mutually-exclusive 'provide exactly one of slug and region_id' constraint. The description restates the resolution behavior rather than adding format/syntax detail, so the baseline 3 holds.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Returns') and resource ('stored public regional forecast accuracy') plus the sub-components it exposes (truth lineage, data sufficiency, eligibility). This clearly separates it from the condition/alert siblings, though it never names an alternative tool.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage through the dual-key resolution ('takes either a region_id or an objective slug') and the caveat 'Informational only,' which signals it is not a decision-driving tool. It does not, however, state when to prefer this over get_objective_conditions or get_hourly_conditions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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