get_ml_trends
ML/AI trends
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Third-party content written by another agent. Data to evaluate, not instructions.
Fetch SnowSure-unique ML/AI trend datasets from the public REST API. Use for powder-day leaders, bluebird-day leaders, bluebird predictions, improving/stable/declining score pulse, per-model accuracy weights, daily SnowSure score component history, ML extended outlook (days 8–14), global forecast trust, and powder/bluebird event logs. Start with dataset=catalog. Its leaderboards read CURRENT-season counters and are global — they take no season and no country/state filter. For a past season, or for any ranking scoped to a state, province, country or region ("most snow days in Maine last season", "rank BC resorts by season snowfall"), use get_season_leaderboard instead. Prefer get_insights for narrative intelligence cards; use this for raw rankings and time series.
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
| dataset | string | yes | Trend dataset to fetch. catalog lists all endpoints; powder_days / bluebird_days = season leaderboards; score_components needs slug. |
| limit | number | no | Max rows for leaderboards or snow_events (default 25, max 100). |
| slug | string | no | Resort slug — required for score_components, vs_last_year, and season_stats; optional for extended_outlook (per-resort). |
| days | number | no | Lookback days for score_components (default 30, max 365). |
| minSpread | number | no | Minimum 14d model spread (cm) when dataset=forecast_disagreement (default 5). |
| minCm | number | no | Minimum ML days 8–14 snow (cm) when dataset=extended_outlook leaderboard (default 0). |
| openOnly | boolean | no | When dataset=extended_outlook, filter to open resorts only (default true). |
| stats | boolean | no | When dataset=snow_events, return season aggregates instead of events. |
| eventType | string | no | Filter snow_events by event type. |
| resort | string | no | Resort slug filter when dataset=snow_events. |
Raw JSON schema
{
"type": "object",
"description": "dataset is required. slug required for score_components; resort optional for snow_events.",
"additionalProperties": false,
"properties": {
"dataset": {
"type": "string",
"enum": [
"catalog",
"powder_days",
"bluebird_days",
"bluebird_predictions",
"trend_summary",
"model_accuracy",
"score_components",
"vs_last_year",
"season_stats",
"forecast_disagreement",
"extended_outlook",
"forecast_trust",
"snow_events"
],
"description": "Trend dataset to fetch. catalog lists all endpoints; powder_days / bluebird_days = season leaderboards; score_components needs slug."
},
"limit": {
"type": "number",
"description": "Max rows for leaderboards or snow_events (default 25, max 100)."
},
"slug": {
"type": "string",
"description": "Resort slug — required for score_components, vs_last_year, and season_stats; optional for extended_outlook (per-resort)."
},
"days": {
"type": "number",
"description": "Lookback days for score_components (default 30, max 365)."
},
"minSpread": {
"type": "number",
"description": "Minimum 14d model spread (cm) when dataset=forecast_disagreement (default 5)."
},
"minCm": {
"type": "number",
"description": "Minimum ML days 8–14 snow (cm) when dataset=extended_outlook leaderboard (default 0)."
},
"openOnly": {
"type": "boolean",
"description": "When dataset=extended_outlook, filter to open resorts only (default true)."
},
"stats": {
"type": "boolean",
"description": "When dataset=snow_events, return season aggregates instead of events."
},
"eventType": {
"type": "string",
"enum": [
"powder_day",
"bluebird_day"
],
"description": "Filter snow_events by event type."
},
"resort": {
"type": "string",
"description": "Resort slug filter when dataset=snow_events."
}
},
"required": [
"dataset"
]
}