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Costory: Your Finops MCP

update_dashboard

Update an existing dashboard's shared dashboardContext, widgets, and/or tags. Call get_skill with skillId: "dashboards" first — see skill for inheritance rules. Look up the dashboard id via search. Pass dashboardContext as a partial patch to edit the global filter (conditionsCel), period, groupBy, metricId, currency, or scopeId without recreating the dashboard — omit fields you want to keep; empty conditionsCel clears the filter. The legacy context alias is temporarily accepted but deprecated; never send both. Pass operations to add/replace/remove widgets. Pass tags to replace the full tag list (existing IDs from list_tags and/or { name, color? } for new tags; color defaults to #6366F1; missing tags are created). Omit keeps stored tags; [] clears. At least one of dashboardContext, operations, or tags is required. Sharing is not an update_dashboard field — use get_object_permissions / set_object_permissions. Response includes inheritedContext so new chart widgets can omit fields matching the dashboard. Chart widgets inherit metricId, groupBy, currency, period, and conditionsCel by default — only pass per-widget overrides. Text widgets: { type: "text", title, textContent }. Do not repeat from/to, datePreset, or groupBy when they match the dashboard context. Set extendDashboardConditions: false only when a chart widget must ignore the dashboard filter. Optional grid fields on add: x/y/w/h (from get). Returns a URL — you MUST include it in your response. EXAMPLES: see skill dashboards Workflow B (widgets) and Workflow D (context / global filter). • "Tag the AWS dashboard as infrastructure" (after list_tags returned tag id "tag_abc") → { dashboardId: "clx9aws", tags: ["tag_abc"] }

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugNoOrganization slug. Omit to auto-detect from your account (fails if you belong to multiple orgs).
tagsNoComplete tag list to set on the dashboard (replaces current tags). Pass existing tag IDs from `list_tags`, and/or new tag objects `{ name, color? }` (created in the org if missing; color defaults to #6366F1). Pass [] to clear all tags. Use `get` to read current tags before removing one. Optional; omit to leave tags unchanged.
contextNoDeprecated alias for `dashboardContext`; supported temporarily for backward compatibility. Do not send both fields.
operationsNoList of operations to apply atomically. Each op is "add" (append a new widget), "replace" (overwrite an existing widget in place), or "remove" (delete a widget). For add/replace, widgets inherit dashboard context by default; only pass per-widget overrides. Optional when `dashboardContext` or `tags` is provided. Example: [{"op":"add","widget":{"title":"Monthly cost","queries":[{"type":"cost","name":"a","chartType":"BAR"}],"aggBy":"Month"}}].
dashboardIdYesID of the DashboardV2 to mutate. Get it from `search` (V2 surface).
dashboardContextNoPartial patch for dashboard-level shared context (global filter, period, groupBy, metricId, currency, scopeId). Omitted fields keep their current values. Set `conditionsCel` to update/clear the global filter (empty string clears it). When changing period mode, null the unused side (`datePreset` vs `startDate`/`endDate`). Can be used alone or together with `operations` or `tags`.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • changedInput schema / properties / context / properties / datePreset / anyOf
      Previous value: -[
      -  {
      -    "enum": [
      -      "TRAILING_90_DAYS",
      -      "TRAILING_30_DAYS",
      -      "TRAILING_45_DAYS",
      -      "TRAILING_7_DAYS",
      -      "TRAILING_3_DAYS",
      -      "TRAILING_14_WEEKS",
      -      "MTD",
      -      "QTD",
      -      "YTD",
      -      "CURRENT_MONTH",
      -      "CURRENT_QUARTER",
      -      "CURRENT_YEAR",
      -      "LAST_WEEK",
      -      "LAST_MONTH",
      -      "LAST_6_MONTHS",
      -      "LAST_12_MONTHS",
      -      "LAST_4_YEARS",
      -      "LAST_3_MONTHS",
      -      "LAST_INVOICE_MONTH"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "enum": [
      +      "TRAILING_90_DAYS",
      +      "TRAILING_30_DAYS",
      +      "TRAILING_45_DAYS",
      +      "TRAILING_7_DAYS",
      +      "TRAILING_3_DAYS",
      +      "TRAILING_1_DAYS",
      +      "TRAILING_14_WEEKS",
      +      "MTD",
      +      "QTD",
      +      "YTD",
      +      "CURRENT_MONTH",
      +      "CURRENT_QUARTER",
      +      "CURRENT_YEAR",
      +      "LAST_WEEK",
      +      "LAST_MONTH",
      +      "LAST_6_MONTHS",
      +      "LAST_12_MONTHS",
      +      "LAST_4_YEARS",
      +      "LAST_3_MONTHS",
      +      "LAST_INVOICE_MONTH"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • changedInput schema / properties / dashboardContext / properties / datePreset / anyOf
      Previous value: -[
      -  {
      -    "enum": [
      -      "TRAILING_90_DAYS",
      -      "TRAILING_30_DAYS",
      -      "TRAILING_45_DAYS",
      -      "TRAILING_7_DAYS",
      -      "TRAILING_3_DAYS",
      -      "TRAILING_14_WEEKS",
      -      "MTD",
      -      "QTD",
      -      "YTD",
      -      "CURRENT_MONTH",
      -      "CURRENT_QUARTER",
      -      "CURRENT_YEAR",
      -      "LAST_WEEK",
      -      "LAST_MONTH",
      -      "LAST_6_MONTHS",
      -      "LAST_12_MONTHS",
      -      "LAST_4_YEARS",
      -      "LAST_3_MONTHS",
      -      "LAST_INVOICE_MONTH"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "enum": [
      +      "TRAILING_90_DAYS",
      +      "TRAILING_30_DAYS",
      +      "TRAILING_45_DAYS",
      +      "TRAILING_7_DAYS",
      +      "TRAILING_3_DAYS",
      +      "TRAILING_1_DAYS",
      +      "TRAILING_14_WEEKS",
      +      "MTD",
      +      "QTD",
      +      "YTD",
      +      "CURRENT_MONTH",
      +      "CURRENT_QUARTER",
      +      "CURRENT_YEAR",
      +      "LAST_WEEK",
      +      "LAST_MONTH",
      +      "LAST_6_MONTHS",
      +      "LAST_12_MONTHS",
      +      "LAST_4_YEARS",
      +      "LAST_3_MONTHS",
      +      "LAST_INVOICE_MONTH"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • changedInput schema / properties / operations / items / oneOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "add",
      -        "type": "string"
      -      },
      -      "widget": {
      -        "description": "Widget definition to append. Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      -        "discriminator": {
      -          "propertyName": "type"
      -        },
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "description": "Text block widget (notes, headings, commentary). No queries or period — does not inherit dashboard metric/groupBy.",
      -            "properties": {
      -              "description": {
      -                "default": "",
      -                "type": "string"
      -              },
      -              "h": {
      -                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 9007199254740991,
      -                "type": "integer"
      -              },
      -              "textContent": {
      -                "description": "Markdown or plain text body. Stored as `{ type: \"text\", textContent }` — same as the UI text widget.",
      -                "type": "string"
      -              },
      -              "title": {
      -                "type": "string"
      -              },
      -              "type": {
      -                "const": "text",
      -                "type": "string"
      -              },
      -              "w": {
      -                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 12,
      -                "type": "integer"
      -              },
      -              "x": {
      -                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      -                "maximum": 11,
      -                "minimum": 0,
      -                "type": "integer"
      -              },
      -              "y": {
      -                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      -                "maximum": 9007199254740991,
      -                "minimum": 0,
      -                "type": "integer"
      -              }
      -            },
      -            "required": [
      -              "type",
      -              "textContent",
      -              "title"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "aggBy": {
      -                "default": "Month",
      -                "description": "Time grain for the series: Hour, Day, Week, Month, or Period (default Month).",
      -                "enum": [
      -                  "Hour",
      -                  "Day",
      -                  "Week",
      -                  "Month",
      -                  "Period"
      -                ],
      -                "type": "string"
      -              },
      -              "compare": {
      -                "additionalProperties": false,
      -                "description": "Add a comparison period to show cost evolution side-by-side. Omit `from`/`to` to compare against the preceding period automatically; set `chartType` to choose how it renders.",
      -                "properties": {
      -                  "chartType": {
      -                    "default": "WATERFALL",
      -                    "description": "How the comparison renders: WATERFALL (default, contribution to change), TABLE (before/after rows), or KPI_BREAKDOWN (per-group KPI cards). Note KPI_BREAKDOWN and TABLE widgets cannot be exported as PNG via get_widget_png.",
      -                    "enum": [
      -                      "WATERFALL",
      -                      "TABLE",
      -                      "KPI_BREAKDOWN"
      -                    ],
      -                    "type": "string"
      -                  },
      -                  "enabled": {
      -                    "default": true,
      -                    "description": "Defaults to true — supplying `compare` at all turns the comparison on. Pass false to keep the block while disabling it (useful when echoing back a payload from `get`).",
      -                    "type": "boolean"
      -                  },
      -                  "from": {
      -                    "description": "Comparison period start date. Omit (together with `to`) to compare against the preceding period, derived from the main period.",
      -                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                    "type": "string"
      -                  },
      -                  "to": {
      -                    "description": "Comparison period end date. Required together with `from`; omit both to auto-derive.",
      -                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                    "type": "string"
      -                  }
      -                },
      -                "type": "object"
      -              },
      -              "datePreset": {
      -                "anyOf": [
      -                  {
      -                    "enum": [
      -                      "TRAILING_90_DAYS",
      -                      "TRAILING_30_DAYS",
      -                      "TRAILING_45_DAYS",
      -                      "TRAILING_7_DAYS",
      -                      "TRAILING_3_DAYS",
      -                      "TRAILING_14_WEEKS",
      -                      "MTD",
      -                      "QTD",
      -                      "YTD",
      -                      "CURRENT_MONTH",
      -                      "CURRENT_QUARTER",
      -                      "CURRENT_YEAR",
      -                      "LAST_WEEK",
      -                      "LAST_MONTH",
      -                      "LAST_6_MONTHS",
      -                      "LAST_12_MONTHS",
      -                      "LAST_4_YEARS",
      -                      "LAST_3_MONTHS",
      -                      "LAST_INVOICE_MONTH"
      -                    ],
      -                    "type": "string"
      -                  },
      -                  {
      -                    "type": "null"
      -                  }
      -                ],
      -                "description": "Widget-level date preset override. Omit to inherit dashboardContext.datePreset or startDate/endDate; use only when this widget differs from the dashboard period."
      -              },
      -              "description": {
      -                "default": "",
      -                "type": "string"
      -              },
      -              "displayOptions": {
      -                "description": "TABLE-only. sort {by, direction}, hideEmptyRows, topN (omit limit), showTotal, precision. get_skill dashboards.",
      -                "properties": {
      -                  "hideEmptyRows": {
      -                    "description": "Hide rows with abs displayed sum < 0.01",
      -                    "type": "boolean"
      -                  },
      -                  "precision": {
      -                    "description": "Fraction digits 0–6",
      -                    "maximum": 6,
      -                    "minimum": 0,
      -                    "type": "integer"
      -                  },
      -                  "showTotal": {
      -                    "description": "Show Total column",
      -                    "type": "boolean"
      -                  },
      -                  "sort": {
      -                    "properties": {
      -                      "by": {
      -                        "description": "total | cost | groupBy | query letter (a)",
      -                        "minLength": 1,
      -                        "type": "string"
      -                      },
      -                      "direction": {
      -                        "default": "DESC",
      -                        "description": "ASC | DESC (default DESC)",
      -                        "enum": [
      -                          "ASC",
      -                          "DESC"
      -                        ],
      -                        "type": "string"
      -                      }
      -                    },
      -                    "required": [
      -                      "by"
      -                    ],
      -                    "type": "object"
      -                  },
      -                  "topN": {
      -                    "description": "Ranked rows 1–100 after hide-empty + sort. Omit limit.",
      -                    "maximum": 100,
      -                    "minimum": 1,
      -                    "type": "integer"
      -                  }
      -                },
      -                "type": "object"
      -              },
      -              "extendDashboardConditions": {
      -                "default": true,
      -                "description": "Whether this widget AND-merges the dashboard's `context.conditionsCel` with its own `filterCel`. Defaults to true — omit to inherit the dashboard filter. Set false only when the widget must ignore dashboard-wide conditions.",
      -                "type": "boolean"
      -              },
      -              "from": {
      -                "description": "Widget-level date override (inclusive), e.g. '2025-01-01'. Omit when the widget uses the dashboard context period.",
      -                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                "type": "string"
      -              },
      -              "h": {
      -                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 9007199254740991,
      -                "type": "integer"
      -              },
      -              "limit": {
      -                "description": "Max groups/rows per series. Omit to use the default (100). Increase up to 1000 when you need more than 100 breakdown groups. On a non-comparison TABLE widget, use displayOptions.topN for the row cap and omit this — the two are mutually exclusive there.",
      -                "maximum": 1000,
      -                "minimum": 1,
      -                "type": "integer"
      -              },
      -              "queries": {
      -                "description": "Same series objects as the `query` tool `queries` array (cost / metric / usage / externalMetric / formula / budget). Each requires `type` (never omit) and a `name` (prefer short ids like a/b/c); put human labels in `alias`. On dashboard chart widgets prefer sparse `{ type: \"cost\", name: \"a\", alias?, filterCel? }` and inherit metricId / currency / groupBy / period from `dashboardContext`. Call get_skill skillId: \"dashboards\" for examples.",
      -                "items": {
      -                  "additionalProperties": {},
      -                  "propertyNames": {
      -                    "type": "string"
      -                  },
      -                  "type": "object"
      -                },
      -                "type": "array"
      -              },
      -              "scopeId": {
      -                "anyOf": [
      -                  {
      -                    "type": "string"
      -                  },
      -                  {
      -                    "type": "null"
      -                  }
      -                ],
      -                "description": "Optional saved team scope id (from list_teams). Merges the scope whereClause into cost/usage queries."
      -              },
      -              "title": {
      -                "type": "string"
      -              },
      -              "to": {
      -                "description": "Widget-level end date override (inclusive). Required together with `from` only when overriding the dashboard period; omit when inheriting context.",
      -                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                "type": "string"
      -              },
      -              "type": {
      -                "const": "chart",
      -                "default": "chart",
      -                "type": "string"
      -              },
      -              "w": {
      -                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 12,
      -                "type": "integer"
      -              },
      -              "x": {
      -                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      -                "maximum": 11,
      -                "minimum": 0,
      -                "type": "integer"
      -              },
      -              "y": {
      -                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      -                "maximum": 9007199254740991,
      -                "minimum": 0,
      -                "type": "integer"
      -              }
      -            },
      -            "required": [
      -              "title"
      -            ],
      -            "type": "object"
      -          }
      -        ]
      -      }
      -    },
      -    "required": [
      -      "op"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "replace",
      -        "type": "string"
      -      },
      -      "widget": {
      -        "additionalProperties": {},
      -        "description": "Same widget object as `widget` on op: \"add\" (text or chart). Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      -        "propertyNames": {
      -          "type": "string"
      -        },
      -        "type": "object"
      -      },
      -      "widgetId": {
      -        "description": "ID of the widget to overwrite (keeps its position).",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "op",
      -      "widgetId",
      -      "widget"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "remove",
      -        "type": "string"
      -      },
      -      "widgetId": {
      -        "description": "ID of the widget to delete.",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "op",
      -      "widgetId"
      -    ],
      -    "type": "object"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "add",
      +        "type": "string"
      +      },
      +      "widget": {
      +        "description": "Widget definition to append. Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      +        "discriminator": {
      +          "propertyName": "type"
      +        },
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "description": "Text block widget (notes, headings, commentary). No queries or period — does not inherit dashboard metric/groupBy.",
      +            "properties": {
      +              "description": {
      +                "default": "",
      +                "type": "string"
      +              },
      +              "h": {
      +                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 9007199254740991,
      +                "type": "integer"
      +              },
      +              "textContent": {
      +                "description": "Markdown or plain text body. Stored as `{ type: \"text\", textContent }` — same as the UI text widget.",
      +                "type": "string"
      +              },
      +              "title": {
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "text",
      +                "type": "string"
      +              },
      +              "w": {
      +                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 12,
      +                "type": "integer"
      +              },
      +              "x": {
      +                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      +                "maximum": 11,
      +                "minimum": 0,
      +                "type": "integer"
      +              },
      +              "y": {
      +                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      +                "maximum": 9007199254740991,
      +                "minimum": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "required": [
      +              "type",
      +              "textContent",
      +              "title"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "aggBy": {
      +                "default": "Month",
      +                "description": "Time grain for the series: Hour, Day, Week, Month, or Period (default Month).",
      +                "enum": [
      +                  "Hour",
      +                  "Day",
      +                  "Week",
      +                  "Month",
      +                  "Period"
      +                ],
      +                "type": "string"
      +              },
      +              "compare": {
      +                "additionalProperties": false,
      +                "description": "Add a comparison period to show cost evolution side-by-side. Omit `from`/`to` to compare against the preceding period automatically; set `chartType` to choose how it renders.",
      +                "properties": {
      +                  "chartType": {
      +                    "default": "WATERFALL",
      +                    "description": "How the comparison renders: WATERFALL (default, contribution to change), TABLE (before/after rows), or KPI_BREAKDOWN (per-group KPI cards). Note KPI_BREAKDOWN and TABLE widgets cannot be exported as PNG via get_widget_png.",
      +                    "enum": [
      +                      "WATERFALL",
      +                      "TABLE",
      +                      "KPI_BREAKDOWN"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  "enabled": {
      +                    "default": true,
      +                    "description": "Defaults to true — supplying `compare` at all turns the comparison on. Pass false to keep the block while disabling it (useful when echoing back a payload from `get`).",
      +                    "type": "boolean"
      +                  },
      +                  "from": {
      +                    "description": "Comparison period start date. Omit (together with `to`) to compare against the preceding period, derived from the main period.",
      +                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                    "type": "string"
      +                  },
      +                  "to": {
      +                    "description": "Comparison period end date. Required together with `from`; omit both to auto-derive.",
      +                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                    "type": "string"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "datePreset": {
      +                "anyOf": [
      +                  {
      +                    "enum": [
      +                      "TRAILING_90_DAYS",
      +                      "TRAILING_30_DAYS",
      +                      "TRAILING_45_DAYS",
      +                      "TRAILING_7_DAYS",
      +                      "TRAILING_3_DAYS",
      +                      "TRAILING_1_DAYS",
      +                      "TRAILING_14_WEEKS",
      +                      "MTD",
      +                      "QTD",
      +                      "YTD",
      +                      "CURRENT_MONTH",
      +                      "CURRENT_QUARTER",
      +                      "CURRENT_YEAR",
      +                      "LAST_WEEK",
      +                      "LAST_MONTH",
      +                      "LAST_6_MONTHS",
      +                      "LAST_12_MONTHS",
      +                      "LAST_4_YEARS",
      +                      "LAST_3_MONTHS",
      +                      "LAST_INVOICE_MONTH"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "description": "Widget-level date preset override. Omit to inherit dashboardContext.datePreset or startDate/endDate; use only when this widget differs from the dashboard period."
      +              },
      +              "description": {
      +                "default": "",
      +                "type": "string"
      +              },
      +              "displayOptions": {
      +                "description": "TABLE-only. sort {by, direction}, hideEmptyRows, topN (omit limit), showTotal, precision. get_skill dashboards.",
      +                "properties": {
      +                  "hideEmptyRows": {
      +                    "description": "Hide rows with abs displayed sum < 0.01",
      +                    "type": "boolean"
      +                  },
      +                  "precision": {
      +                    "description": "Fraction digits 0–6",
      +                    "maximum": 6,
      +                    "minimum": 0,
      +                    "type": "integer"
      +                  },
      +                  "showTotal": {
      +                    "description": "Show Total column",
      +                    "type": "boolean"
      +                  },
      +                  "sort": {
      +                    "properties": {
      +                      "by": {
      +                        "description": "total | cost | groupBy | query letter (a)",
      +                        "minLength": 1,
      +                        "type": "string"
      +                      },
      +                      "direction": {
      +                        "default": "DESC",
      +                        "description": "ASC | DESC (default DESC)",
      +                        "enum": [
      +                          "ASC",
      +                          "DESC"
      +                        ],
      +                        "type": "string"
      +                      }
      +                    },
      +                    "required": [
      +                      "by"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  "topN": {
      +                    "description": "Ranked rows 1–100 after hide-empty + sort. Omit limit.",
      +                    "maximum": 100,
      +                    "minimum": 1,
      +                    "type": "integer"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "extendDashboardConditions": {
      +                "default": true,
      +                "description": "Whether this widget AND-merges the dashboard's `context.conditionsCel` with its own `filterCel`. Defaults to true — omit to inherit the dashboard filter. Set false only when the widget must ignore dashboard-wide conditions.",
      +                "type": "boolean"
      +              },
      +              "from": {
      +                "description": "Widget-level date override (inclusive), e.g. '2025-01-01'. Omit when the widget uses the dashboard context period.",
      +                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                "type": "string"
      +              },
      +              "h": {
      +                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 9007199254740991,
      +                "type": "integer"
      +              },
      +              "limit": {
      +                "description": "Max groups/rows per series. Omit to use the default (100). Increase up to 1000 when you need more than 100 breakdown groups. On a non-comparison TABLE widget, use displayOptions.topN for the row cap and omit this — the two are mutually exclusive there.",
      +                "maximum": 1000,
      +                "minimum": 1,
      +                "type": "integer"
      +              },
      +              "queries": {
      +                "description": "Same series objects as the `query` tool `queries` array (cost / metric / usage / externalMetric / formula / budget). Each requires `type` (never omit) and a `name` (prefer short ids like a/b/c); put human labels in `alias`. On dashboard chart widgets prefer sparse `{ type: \"cost\", name: \"a\", alias?, filterCel? }` and inherit metricId / currency / groupBy / period from `dashboardContext`. Call get_skill skillId: \"dashboards\" for examples.",
      +                "items": {
      +                  "additionalProperties": {},
      +                  "propertyNames": {
      +                    "type": "string"
      +                  },
      +                  "type": "object"
      +                },
      +                "type": "array"
      +              },
      +              "scopeId": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "description": "Optional saved team scope id (from list_teams). Merges the scope whereClause into cost/usage queries."
      +              },
      +              "title": {
      +                "type": "string"
      +              },
      +              "to": {
      +                "description": "Widget-level end date override (inclusive). Required together with `from` only when overriding the dashboard period; omit when inheriting context.",
      +                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "chart",
      +                "default": "chart",
      +                "type": "string"
      +              },
      +              "w": {
      +                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 12,
      +                "type": "integer"
      +              },
      +              "x": {
      +                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      +                "maximum": 11,
      +                "minimum": 0,
      +                "type": "integer"
      +              },
      +              "y": {
      +                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      +                "maximum": 9007199254740991,
      +                "minimum": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "required": [
      +              "title"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      }
      +    },
      +    "required": [
      +      "op"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "replace",
      +        "type": "string"
      +      },
      +      "widget": {
      +        "additionalProperties": {},
      +        "description": "Same widget object as `widget` on op: \"add\" (text or chart). Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      +        "propertyNames": {
      +          "type": "string"
      +        },
      +        "type": "object"
      +      },
      +      "widgetId": {
      +        "description": "ID of the widget to overwrite (keeps its position).",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "op",
      +      "widgetId",
      +      "widget"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "remove",
      +        "type": "string"
      +      },
      +      "widgetId": {
      +        "description": "ID of the widget to delete.",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "op",
      +      "widgetId"
      +    ],
      +    "type": "object"
      +  }
      +]
  2. Changed3 schema fields changed
    • changedInput schema / properties / dashboardContext / description
      Previous value: -"Partial patch for dashboard-level shared context (global filter, period, groupBy, metricId, currency, scopeId). Omitted fields keep their current values. Set `conditionsCel` to update/clear the global filter (empty string clears it). When changing period mode, null the unused side (`datePreset` vs `startDate`/`endDate`). Can be used alone or together with `operations`, `tags`, or `teamId`."New value: +"Partial patch for dashboard-level shared context (global filter, period, groupBy, metricId, currency, scopeId). Omitted fields keep their current values. Set `conditionsCel` to update/clear the global filter (empty string clears it). When changing period mode, null the unused side (`datePreset` vs `startDate`/`endDate`). Can be used alone or together with `operations` or `tags`."
    • changedInput schema / properties / operations / description
      Previous value: -"List of operations to apply atomically. Each op is \"add\" (append a new widget), \"replace\" (overwrite an existing widget in place), or \"remove\" (delete a widget). For add/replace, widgets inherit dashboard context by default; only pass per-widget overrides. Optional when `dashboardContext`, `tags`, or `teamId` is provided. Example: [{\"op\":\"add\",\"widget\":{\"title\":\"Monthly cost\",\"queries\":[{\"type\":\"cost\",\"name\":\"a\",\"chartType\":\"BAR\"}],\"aggBy\":\"Month\"}}]."New value: +"List of operations to apply atomically. Each op is \"add\" (append a new widget), \"replace\" (overwrite an existing widget in place), or \"remove\" (delete a widget). For add/replace, widgets inherit dashboard context by default; only pass per-widget overrides. Optional when `dashboardContext` or `tags` is provided. Example: [{\"op\":\"add\",\"widget\":{\"title\":\"Monthly cost\",\"queries\":[{\"type\":\"cost\",\"name\":\"a\",\"chartType\":\"BAR\"}],\"aggBy\":\"Month\"}}]."
    • removedInput schema / properties / teamId
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "type": "null"
      -    }
      -  ],
      -  "description": "Team to assign the dashboard to (from `list_teams`), or null to detach from any team. Optional; omit to leave team unchanged."
      -}
  3. Changed3 schema fields changed
    • changedInput schema / properties / context / properties / datePreset / anyOf
      Previous value: -[
      -  {
      -    "enum": [
      -      "TRAILING_90_DAYS",
      -      "TRAILING_30_DAYS",
      -      "TRAILING_45_DAYS",
      -      "TRAILING_7_DAYS",
      -      "TRAILING_3_DAYS",
      -      "TRAILING_14_WEEKS",
      -      "MTD",
      -      "QTD",
      -      "YTD",
      -      "LAST_WEEK",
      -      "LAST_MONTH",
      -      "LAST_6_MONTHS",
      -      "LAST_12_MONTHS",
      -      "LAST_4_YEARS",
      -      "LAST_3_MONTHS",
      -      "LAST_INVOICE_MONTH"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "enum": [
      +      "TRAILING_90_DAYS",
      +      "TRAILING_30_DAYS",
      +      "TRAILING_45_DAYS",
      +      "TRAILING_7_DAYS",
      +      "TRAILING_3_DAYS",
      +      "TRAILING_14_WEEKS",
      +      "MTD",
      +      "QTD",
      +      "YTD",
      +      "CURRENT_MONTH",
      +      "CURRENT_QUARTER",
      +      "CURRENT_YEAR",
      +      "LAST_WEEK",
      +      "LAST_MONTH",
      +      "LAST_6_MONTHS",
      +      "LAST_12_MONTHS",
      +      "LAST_4_YEARS",
      +      "LAST_3_MONTHS",
      +      "LAST_INVOICE_MONTH"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • changedInput schema / properties / dashboardContext / properties / datePreset / anyOf
      Previous value: -[
      -  {
      -    "enum": [
      -      "TRAILING_90_DAYS",
      -      "TRAILING_30_DAYS",
      -      "TRAILING_45_DAYS",
      -      "TRAILING_7_DAYS",
      -      "TRAILING_3_DAYS",
      -      "TRAILING_14_WEEKS",
      -      "MTD",
      -      "QTD",
      -      "YTD",
      -      "LAST_WEEK",
      -      "LAST_MONTH",
      -      "LAST_6_MONTHS",
      -      "LAST_12_MONTHS",
      -      "LAST_4_YEARS",
      -      "LAST_3_MONTHS",
      -      "LAST_INVOICE_MONTH"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "enum": [
      +      "TRAILING_90_DAYS",
      +      "TRAILING_30_DAYS",
      +      "TRAILING_45_DAYS",
      +      "TRAILING_7_DAYS",
      +      "TRAILING_3_DAYS",
      +      "TRAILING_14_WEEKS",
      +      "MTD",
      +      "QTD",
      +      "YTD",
      +      "CURRENT_MONTH",
      +      "CURRENT_QUARTER",
      +      "CURRENT_YEAR",
      +      "LAST_WEEK",
      +      "LAST_MONTH",
      +      "LAST_6_MONTHS",
      +      "LAST_12_MONTHS",
      +      "LAST_4_YEARS",
      +      "LAST_3_MONTHS",
      +      "LAST_INVOICE_MONTH"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • changedInput schema / properties / operations / items / oneOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "add",
      -        "type": "string"
      -      },
      -      "widget": {
      -        "description": "Widget definition to append. Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      -        "discriminator": {
      -          "propertyName": "type"
      -        },
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "description": "Text block widget (notes, headings, commentary). No queries or period — does not inherit dashboard metric/groupBy.",
      -            "properties": {
      -              "description": {
      -                "default": "",
      -                "type": "string"
      -              },
      -              "h": {
      -                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 9007199254740991,
      -                "type": "integer"
      -              },
      -              "textContent": {
      -                "description": "Markdown or plain text body. Stored as `{ type: \"text\", textContent }` — same as the UI text widget.",
      -                "type": "string"
      -              },
      -              "title": {
      -                "type": "string"
      -              },
      -              "type": {
      -                "const": "text",
      -                "type": "string"
      -              },
      -              "w": {
      -                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 12,
      -                "type": "integer"
      -              },
      -              "x": {
      -                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      -                "maximum": 11,
      -                "minimum": 0,
      -                "type": "integer"
      -              },
      -              "y": {
      -                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      -                "maximum": 9007199254740991,
      -                "minimum": 0,
      -                "type": "integer"
      -              }
      -            },
      -            "required": [
      -              "type",
      -              "textContent",
      -              "title"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "aggBy": {
      -                "default": "Month",
      -                "description": "Time grain for the series: Hour, Day, Week, Month, or Period (default Month).",
      -                "enum": [
      -                  "Hour",
      -                  "Day",
      -                  "Week",
      -                  "Month",
      -                  "Period"
      -                ],
      -                "type": "string"
      -              },
      -              "compare": {
      -                "additionalProperties": false,
      -                "description": "Add a comparison period to show cost evolution side-by-side. Omit `from`/`to` to compare against the preceding period automatically; set `chartType` to choose how it renders.",
      -                "properties": {
      -                  "chartType": {
      -                    "default": "WATERFALL",
      -                    "description": "How the comparison renders: WATERFALL (default, contribution to change), TABLE (before/after rows), or KPI_BREAKDOWN (per-group KPI cards). Note KPI_BREAKDOWN and TABLE widgets cannot be exported as PNG via get_widget_png.",
      -                    "enum": [
      -                      "WATERFALL",
      -                      "TABLE",
      -                      "KPI_BREAKDOWN"
      -                    ],
      -                    "type": "string"
      -                  },
      -                  "enabled": {
      -                    "default": true,
      -                    "description": "Defaults to true — supplying `compare` at all turns the comparison on. Pass false to keep the block while disabling it (useful when echoing back a payload from `get`).",
      -                    "type": "boolean"
      -                  },
      -                  "from": {
      -                    "description": "Comparison period start date. Omit (together with `to`) to compare against the preceding period, derived from the main period.",
      -                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                    "type": "string"
      -                  },
      -                  "to": {
      -                    "description": "Comparison period end date. Required together with `from`; omit both to auto-derive.",
      -                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                    "type": "string"
      -                  }
      -                },
      -                "type": "object"
      -              },
      -              "datePreset": {
      -                "anyOf": [
      -                  {
      -                    "enum": [
      -                      "TRAILING_90_DAYS",
      -                      "TRAILING_30_DAYS",
      -                      "TRAILING_45_DAYS",
      -                      "TRAILING_7_DAYS",
      -                      "TRAILING_3_DAYS",
      -                      "TRAILING_14_WEEKS",
      -                      "MTD",
      -                      "QTD",
      -                      "YTD",
      -                      "LAST_WEEK",
      -                      "LAST_MONTH",
      -                      "LAST_6_MONTHS",
      -                      "LAST_12_MONTHS",
      -                      "LAST_4_YEARS",
      -                      "LAST_3_MONTHS",
      -                      "LAST_INVOICE_MONTH"
      -                    ],
      -                    "type": "string"
      -                  },
      -                  {
      -                    "type": "null"
      -                  }
      -                ],
      -                "description": "Widget-level date preset override. Omit to inherit dashboardContext.datePreset or startDate/endDate; use only when this widget differs from the dashboard period."
      -              },
      -              "description": {
      -                "default": "",
      -                "type": "string"
      -              },
      -              "displayOptions": {
      -                "description": "TABLE-only. sort {by, direction}, hideEmptyRows, topN (omit limit), showTotal, precision. get_skill dashboards.",
      -                "properties": {
      -                  "hideEmptyRows": {
      -                    "description": "Hide rows with abs displayed sum < 0.01",
      -                    "type": "boolean"
      -                  },
      -                  "precision": {
      -                    "description": "Fraction digits 0–6",
      -                    "maximum": 6,
      -                    "minimum": 0,
      -                    "type": "integer"
      -                  },
      -                  "showTotal": {
      -                    "description": "Show Total column",
      -                    "type": "boolean"
      -                  },
      -                  "sort": {
      -                    "properties": {
      -                      "by": {
      -                        "description": "total | cost | groupBy | query letter (a)",
      -                        "minLength": 1,
      -                        "type": "string"
      -                      },
      -                      "direction": {
      -                        "default": "DESC",
      -                        "description": "ASC | DESC (default DESC)",
      -                        "enum": [
      -                          "ASC",
      -                          "DESC"
      -                        ],
      -                        "type": "string"
      -                      }
      -                    },
      -                    "required": [
      -                      "by"
      -                    ],
      -                    "type": "object"
      -                  },
      -                  "topN": {
      -                    "description": "Ranked rows 1–100 after hide-empty + sort. Omit limit.",
      -                    "maximum": 100,
      -                    "minimum": 1,
      -                    "type": "integer"
      -                  }
      -                },
      -                "type": "object"
      -              },
      -              "extendDashboardConditions": {
      -                "default": true,
      -                "description": "Whether this widget AND-merges the dashboard's `context.conditionsCel` with its own `filterCel`. Defaults to true — omit to inherit the dashboard filter. Set false only when the widget must ignore dashboard-wide conditions.",
      -                "type": "boolean"
      -              },
      -              "from": {
      -                "description": "Widget-level date override (inclusive), e.g. '2025-01-01'. Omit when the widget uses the dashboard context period.",
      -                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                "type": "string"
      -              },
      -              "h": {
      -                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 9007199254740991,
      -                "type": "integer"
      -              },
      -              "limit": {
      -                "description": "Max groups/rows per series. Omit to use the default (100). Increase up to 1000 when you need more than 100 breakdown groups. On a non-comparison TABLE widget, use displayOptions.topN for the row cap and omit this — the two are mutually exclusive there.",
      -                "maximum": 1000,
      -                "minimum": 1,
      -                "type": "integer"
      -              },
      -              "queries": {
      -                "description": "Same series objects as the `query` tool `queries` array (cost / metric / usage / externalMetric / formula / budget). Each requires `type` (never omit) and a `name` (prefer short ids like a/b/c); put human labels in `alias`. On dashboard chart widgets prefer sparse `{ type: \"cost\", name: \"a\", alias?, filterCel? }` and inherit metricId / currency / groupBy / period from `dashboardContext`. Call get_skill skillId: \"dashboards\" for examples.",
      -                "items": {
      -                  "additionalProperties": {},
      -                  "propertyNames": {
      -                    "type": "string"
      -                  },
      -                  "type": "object"
      -                },
      -                "type": "array"
      -              },
      -              "scopeId": {
      -                "anyOf": [
      -                  {
      -                    "type": "string"
      -                  },
      -                  {
      -                    "type": "null"
      -                  }
      -                ],
      -                "description": "Optional saved team scope id (from list_teams). Merges the scope whereClause into cost/usage queries."
      -              },
      -              "title": {
      -                "type": "string"
      -              },
      -              "to": {
      -                "description": "Widget-level end date override (inclusive). Required together with `from` only when overriding the dashboard period; omit when inheriting context.",
      -                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                "type": "string"
      -              },
      -              "type": {
      -                "const": "chart",
      -                "default": "chart",
      -                "type": "string"
      -              },
      -              "w": {
      -                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 12,
      -                "type": "integer"
      -              },
      -              "x": {
      -                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      -                "maximum": 11,
      -                "minimum": 0,
      -                "type": "integer"
      -              },
      -              "y": {
      -                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      -                "maximum": 9007199254740991,
      -                "minimum": 0,
      -                "type": "integer"
      -              }
      -            },
      -            "required": [
      -              "title"
      -            ],
      -            "type": "object"
      -          }
      -        ]
      -      }
      -    },
      -    "required": [
      -      "op"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "replace",
      -        "type": "string"
      -      },
      -      "widget": {
      -        "additionalProperties": {},
      -        "description": "Same widget object as `widget` on op: \"add\" (text or chart). Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      -        "propertyNames": {
      -          "type": "string"
      -        },
      -        "type": "object"
      -      },
      -      "widgetId": {
      -        "description": "ID of the widget to overwrite (keeps its position).",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "op",
      -      "widgetId",
      -      "widget"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "remove",
      -        "type": "string"
      -      },
      -      "widgetId": {
      -        "description": "ID of the widget to delete.",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "op",
      -      "widgetId"
      -    ],
      -    "type": "object"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "add",
      +        "type": "string"
      +      },
      +      "widget": {
      +        "description": "Widget definition to append. Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      +        "discriminator": {
      +          "propertyName": "type"
      +        },
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "description": "Text block widget (notes, headings, commentary). No queries or period — does not inherit dashboard metric/groupBy.",
      +            "properties": {
      +              "description": {
      +                "default": "",
      +                "type": "string"
      +              },
      +              "h": {
      +                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 9007199254740991,
      +                "type": "integer"
      +              },
      +              "textContent": {
      +                "description": "Markdown or plain text body. Stored as `{ type: \"text\", textContent }` — same as the UI text widget.",
      +                "type": "string"
      +              },
      +              "title": {
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "text",
      +                "type": "string"
      +              },
      +              "w": {
      +                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 12,
      +                "type": "integer"
      +              },
      +              "x": {
      +                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      +                "maximum": 11,
      +                "minimum": 0,
      +                "type": "integer"
      +              },
      +              "y": {
      +                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      +                "maximum": 9007199254740991,
      +                "minimum": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "required": [
      +              "type",
      +              "textContent",
      +              "title"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "aggBy": {
      +                "default": "Month",
      +                "description": "Time grain for the series: Hour, Day, Week, Month, or Period (default Month).",
      +                "enum": [
      +                  "Hour",
      +                  "Day",
      +                  "Week",
      +                  "Month",
      +                  "Period"
      +                ],
      +                "type": "string"
      +              },
      +              "compare": {
      +                "additionalProperties": false,
      +                "description": "Add a comparison period to show cost evolution side-by-side. Omit `from`/`to` to compare against the preceding period automatically; set `chartType` to choose how it renders.",
      +                "properties": {
      +                  "chartType": {
      +                    "default": "WATERFALL",
      +                    "description": "How the comparison renders: WATERFALL (default, contribution to change), TABLE (before/after rows), or KPI_BREAKDOWN (per-group KPI cards). Note KPI_BREAKDOWN and TABLE widgets cannot be exported as PNG via get_widget_png.",
      +                    "enum": [
      +                      "WATERFALL",
      +                      "TABLE",
      +                      "KPI_BREAKDOWN"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  "enabled": {
      +                    "default": true,
      +                    "description": "Defaults to true — supplying `compare` at all turns the comparison on. Pass false to keep the block while disabling it (useful when echoing back a payload from `get`).",
      +                    "type": "boolean"
      +                  },
      +                  "from": {
      +                    "description": "Comparison period start date. Omit (together with `to`) to compare against the preceding period, derived from the main period.",
      +                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                    "type": "string"
      +                  },
      +                  "to": {
      +                    "description": "Comparison period end date. Required together with `from`; omit both to auto-derive.",
      +                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                    "type": "string"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "datePreset": {
      +                "anyOf": [
      +                  {
      +                    "enum": [
      +                      "TRAILING_90_DAYS",
      +                      "TRAILING_30_DAYS",
      +                      "TRAILING_45_DAYS",
      +                      "TRAILING_7_DAYS",
      +                      "TRAILING_3_DAYS",
      +                      "TRAILING_14_WEEKS",
      +                      "MTD",
      +                      "QTD",
      +                      "YTD",
      +                      "CURRENT_MONTH",
      +                      "CURRENT_QUARTER",
      +                      "CURRENT_YEAR",
      +                      "LAST_WEEK",
      +                      "LAST_MONTH",
      +                      "LAST_6_MONTHS",
      +                      "LAST_12_MONTHS",
      +                      "LAST_4_YEARS",
      +                      "LAST_3_MONTHS",
      +                      "LAST_INVOICE_MONTH"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "description": "Widget-level date preset override. Omit to inherit dashboardContext.datePreset or startDate/endDate; use only when this widget differs from the dashboard period."
      +              },
      +              "description": {
      +                "default": "",
      +                "type": "string"
      +              },
      +              "displayOptions": {
      +                "description": "TABLE-only. sort {by, direction}, hideEmptyRows, topN (omit limit), showTotal, precision. get_skill dashboards.",
      +                "properties": {
      +                  "hideEmptyRows": {
      +                    "description": "Hide rows with abs displayed sum < 0.01",
      +                    "type": "boolean"
      +                  },
      +                  "precision": {
      +                    "description": "Fraction digits 0–6",
      +                    "maximum": 6,
      +                    "minimum": 0,
      +                    "type": "integer"
      +                  },
      +                  "showTotal": {
      +                    "description": "Show Total column",
      +                    "type": "boolean"
      +                  },
      +                  "sort": {
      +                    "properties": {
      +                      "by": {
      +                        "description": "total | cost | groupBy | query letter (a)",
      +                        "minLength": 1,
      +                        "type": "string"
      +                      },
      +                      "direction": {
      +                        "default": "DESC",
      +                        "description": "ASC | DESC (default DESC)",
      +                        "enum": [
      +                          "ASC",
      +                          "DESC"
      +                        ],
      +                        "type": "string"
      +                      }
      +                    },
      +                    "required": [
      +                      "by"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  "topN": {
      +                    "description": "Ranked rows 1–100 after hide-empty + sort. Omit limit.",
      +                    "maximum": 100,
      +                    "minimum": 1,
      +                    "type": "integer"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "extendDashboardConditions": {
      +                "default": true,
      +                "description": "Whether this widget AND-merges the dashboard's `context.conditionsCel` with its own `filterCel`. Defaults to true — omit to inherit the dashboard filter. Set false only when the widget must ignore dashboard-wide conditions.",
      +                "type": "boolean"
      +              },
      +              "from": {
      +                "description": "Widget-level date override (inclusive), e.g. '2025-01-01'. Omit when the widget uses the dashboard context period.",
      +                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                "type": "string"
      +              },
      +              "h": {
      +                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 9007199254740991,
      +                "type": "integer"
      +              },
      +              "limit": {
      +                "description": "Max groups/rows per series. Omit to use the default (100). Increase up to 1000 when you need more than 100 breakdown groups. On a non-comparison TABLE widget, use displayOptions.topN for the row cap and omit this — the two are mutually exclusive there.",
      +                "maximum": 1000,
      +                "minimum": 1,
      +                "type": "integer"
      +              },
      +              "queries": {
      +                "description": "Same series objects as the `query` tool `queries` array (cost / metric / usage / externalMetric / formula / budget). Each requires `type` (never omit) and a `name` (prefer short ids like a/b/c); put human labels in `alias`. On dashboard chart widgets prefer sparse `{ type: \"cost\", name: \"a\", alias?, filterCel? }` and inherit metricId / currency / groupBy / period from `dashboardContext`. Call get_skill skillId: \"dashboards\" for examples.",
      +                "items": {
      +                  "additionalProperties": {},
      +                  "propertyNames": {
      +                    "type": "string"
      +                  },
      +                  "type": "object"
      +                },
      +                "type": "array"
      +              },
      +              "scopeId": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "description": "Optional saved team scope id (from list_teams). Merges the scope whereClause into cost/usage queries."
      +              },
      +              "title": {
      +                "type": "string"
      +              },
      +              "to": {
      +                "description": "Widget-level end date override (inclusive). Required together with `from` only when overriding the dashboard period; omit when inheriting context.",
      +                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "chart",
      +                "default": "chart",
      +                "type": "string"
      +              },
      +              "w": {
      +                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 12,
      +                "type": "integer"
      +              },
      +              "x": {
      +                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      +                "maximum": 11,
      +                "minimum": 0,
      +                "type": "integer"
      +              },
      +              "y": {
      +                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      +                "maximum": 9007199254740991,
      +                "minimum": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "required": [
      +              "title"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      }
      +    },
      +    "required": [
      +      "op"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "replace",
      +        "type": "string"
      +      },
      +      "widget": {
      +        "additionalProperties": {},
      +        "description": "Same widget object as `widget` on op: \"add\" (text or chart). Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      +        "propertyNames": {
      +          "type": "string"
      +        },
      +        "type": "object"
      +      },
      +      "widgetId": {
      +        "description": "ID of the widget to overwrite (keeps its position).",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "op",
      +      "widgetId",
      +      "widget"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "remove",
      +        "type": "string"
      +      },
      +      "widgetId": {
      +        "description": "ID of the widget to delete.",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "op",
      +      "widgetId"
      +    ],
      +    "type": "object"
      +  }
      +]
  4. Changed1 schema field changed
    • changedInput schema / properties / operations / items / oneOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "add",
      -        "type": "string"
      -      },
      -      "widget": {
      -        "description": "Widget definition to append. Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      -        "discriminator": {
      -          "propertyName": "type"
      -        },
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "description": "Text block widget (notes, headings, commentary). No queries or period — does not inherit dashboard metric/groupBy.",
      -            "properties": {
      -              "description": {
      -                "default": "",
      -                "type": "string"
      -              },
      -              "h": {
      -                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 9007199254740991,
      -                "type": "integer"
      -              },
      -              "textContent": {
      -                "description": "Markdown or plain text body. Stored as `{ type: \"text\", textContent }` — same as the UI text widget.",
      -                "type": "string"
      -              },
      -              "title": {
      -                "type": "string"
      -              },
      -              "type": {
      -                "const": "text",
      -                "type": "string"
      -              },
      -              "w": {
      -                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 12,
      -                "type": "integer"
      -              },
      -              "x": {
      -                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      -                "maximum": 11,
      -                "minimum": 0,
      -                "type": "integer"
      -              },
      -              "y": {
      -                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      -                "maximum": 9007199254740991,
      -                "minimum": 0,
      -                "type": "integer"
      -              }
      -            },
      -            "required": [
      -              "type",
      -              "textContent",
      -              "title"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "aggBy": {
      -                "default": "Month",
      -                "description": "Time grain for the series: Hour, Day, Week, Month, or Period (default Month).",
      -                "enum": [
      -                  "Hour",
      -                  "Day",
      -                  "Week",
      -                  "Month",
      -                  "Period"
      -                ],
      -                "type": "string"
      -              },
      -              "compare": {
      -                "additionalProperties": false,
      -                "description": "Add a comparison period to show cost evolution side-by-side. Omit `from`/`to` to compare against the preceding period automatically; set `chartType` to choose how it renders.",
      -                "properties": {
      -                  "chartType": {
      -                    "default": "WATERFALL",
      -                    "description": "How the comparison renders: WATERFALL (default, contribution to change), TABLE (before/after rows), or KPI_BREAKDOWN (per-group KPI cards). Note KPI_BREAKDOWN and TABLE widgets cannot be exported as PNG via get_widget_png.",
      -                    "enum": [
      -                      "WATERFALL",
      -                      "TABLE",
      -                      "KPI_BREAKDOWN"
      -                    ],
      -                    "type": "string"
      -                  },
      -                  "enabled": {
      -                    "default": true,
      -                    "description": "Defaults to true — supplying `compare` at all turns the comparison on. Pass false to keep the block while disabling it (useful when echoing back a payload from `get`).",
      -                    "type": "boolean"
      -                  },
      -                  "from": {
      -                    "description": "Comparison period start date. Omit (together with `to`) to compare against the preceding period, derived from the main period.",
      -                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                    "type": "string"
      -                  },
      -                  "to": {
      -                    "description": "Comparison period end date. Required together with `from`; omit both to auto-derive.",
      -                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                    "type": "string"
      -                  }
      -                },
      -                "type": "object"
      -              },
      -              "datePreset": {
      -                "anyOf": [
      -                  {
      -                    "enum": [
      -                      "TRAILING_90_DAYS",
      -                      "TRAILING_30_DAYS",
      -                      "TRAILING_45_DAYS",
      -                      "TRAILING_7_DAYS",
      -                      "TRAILING_3_DAYS",
      -                      "TRAILING_14_WEEKS",
      -                      "MTD",
      -                      "QTD",
      -                      "YTD",
      -                      "LAST_WEEK",
      -                      "LAST_MONTH",
      -                      "LAST_6_MONTHS",
      -                      "LAST_12_MONTHS",
      -                      "LAST_4_YEARS",
      -                      "LAST_3_MONTHS",
      -                      "LAST_INVOICE_MONTH"
      -                    ],
      -                    "type": "string"
      -                  },
      -                  {
      -                    "type": "null"
      -                  }
      -                ],
      -                "description": "Widget-level date preset override. Omit to inherit dashboardContext.datePreset or startDate/endDate; use only when this widget differs from the dashboard period."
      -              },
      -              "description": {
      -                "default": "",
      -                "type": "string"
      -              },
      -              "displayOptions": {
      -                "description": "TABLE-only. sort {by, direction}, hideEmptyRows, topN (omit limit), showTotal, precision. get_skill dashboards.",
      -                "properties": {
      -                  "hideEmptyRows": {
      -                    "description": "Hide rows with abs displayed sum < 0.01",
      -                    "type": "boolean"
      -                  },
      -                  "precision": {
      -                    "description": "Fraction digits 0–6",
      -                    "maximum": 6,
      -                    "minimum": 0,
      -                    "type": "integer"
      -                  },
      -                  "showTotal": {
      -                    "description": "Show Total column",
      -                    "type": "boolean"
      -                  },
      -                  "sort": {
      -                    "properties": {
      -                      "by": {
      -                        "description": "total | cost | groupBy | query letter (a)",
      -                        "minLength": 1,
      -                        "type": "string"
      -                      },
      -                      "direction": {
      -                        "default": "DESC",
      -                        "description": "ASC | DESC (default DESC)",
      -                        "enum": [
      -                          "ASC",
      -                          "DESC"
      -                        ],
      -                        "type": "string"
      -                      }
      -                    },
      -                    "required": [
      -                      "by"
      -                    ],
      -                    "type": "object"
      -                  },
      -                  "topN": {
      -                    "description": "Ranked rows 1–100 after hide-empty + sort. Omit limit.",
      -                    "maximum": 100,
      -                    "minimum": 1,
      -                    "type": "integer"
      -                  }
      -                },
      -                "type": "object"
      -              },
      -              "extendDashboardConditions": {
      -                "default": true,
      -                "description": "Whether this widget AND-merges the dashboard's `context.conditionsCel` with its own `filterCel`. Defaults to true — omit to inherit the dashboard filter. Set false only when the widget must ignore dashboard-wide conditions.",
      -                "type": "boolean"
      -              },
      -              "from": {
      -                "description": "Widget-level date override (inclusive), e.g. '2025-01-01'. Omit when the widget uses the dashboard context period.",
      -                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                "type": "string"
      -              },
      -              "h": {
      -                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 9007199254740991,
      -                "type": "integer"
      -              },
      -              "limit": {
      -                "description": "Max groups/rows per series. Omit to use the default (100). Increase up to 1000 when you need more than 100 breakdown groups.",
      -                "maximum": 1000,
      -                "minimum": 1,
      -                "type": "integer"
      -              },
      -              "queries": {
      -                "description": "Same series objects as the `query` tool `queries` array (cost / metric / usage / externalMetric / formula / budget). Each requires `type` (never omit) and a `name` (prefer short ids like a/b/c); put human labels in `alias`. On dashboard chart widgets prefer sparse `{ type: \"cost\", name: \"a\", alias?, filterCel? }` and inherit metricId / currency / groupBy / period from `dashboardContext`. Call get_skill skillId: \"dashboards\" for examples.",
      -                "items": {
      -                  "additionalProperties": {},
      -                  "propertyNames": {
      -                    "type": "string"
      -                  },
      -                  "type": "object"
      -                },
      -                "type": "array"
      -              },
      -              "scopeId": {
      -                "anyOf": [
      -                  {
      -                    "type": "string"
      -                  },
      -                  {
      -                    "type": "null"
      -                  }
      -                ],
      -                "description": "Optional saved team scope id (from list_teams). Merges the scope whereClause into cost/usage queries."
      -              },
      -              "title": {
      -                "type": "string"
      -              },
      -              "to": {
      -                "description": "Widget-level end date override (inclusive). Required together with `from` only when overriding the dashboard period; omit when inheriting context.",
      -                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                "type": "string"
      -              },
      -              "type": {
      -                "const": "chart",
      -                "default": "chart",
      -                "type": "string"
      -              },
      -              "w": {
      -                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 12,
      -                "type": "integer"
      -              },
      -              "x": {
      -                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      -                "maximum": 11,
      -                "minimum": 0,
      -                "type": "integer"
      -              },
      -              "y": {
      -                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      -                "maximum": 9007199254740991,
      -                "minimum": 0,
      -                "type": "integer"
      -              }
      -            },
      -            "required": [
      -              "title"
      -            ],
      -            "type": "object"
      -          }
      -        ]
      -      }
      -    },
      -    "required": [
      -      "op"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "replace",
      -        "type": "string"
      -      },
      -      "widget": {
      -        "additionalProperties": {},
      -        "description": "Same widget object as `widget` on op: \"add\" (text or chart). Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      -        "propertyNames": {
      -          "type": "string"
      -        },
      -        "type": "object"
      -      },
      -      "widgetId": {
      -        "description": "ID of the widget to overwrite (keeps its position).",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "op",
      -      "widgetId",
      -      "widget"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "remove",
      -        "type": "string"
      -      },
      -      "widgetId": {
      -        "description": "ID of the widget to delete.",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "op",
      -      "widgetId"
      -    ],
      -    "type": "object"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "add",
      +        "type": "string"
      +      },
      +      "widget": {
      +        "description": "Widget definition to append. Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      +        "discriminator": {
      +          "propertyName": "type"
      +        },
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "description": "Text block widget (notes, headings, commentary). No queries or period — does not inherit dashboard metric/groupBy.",
      +            "properties": {
      +              "description": {
      +                "default": "",
      +                "type": "string"
      +              },
      +              "h": {
      +                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 9007199254740991,
      +                "type": "integer"
      +              },
      +              "textContent": {
      +                "description": "Markdown or plain text body. Stored as `{ type: \"text\", textContent }` — same as the UI text widget.",
      +                "type": "string"
      +              },
      +              "title": {
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "text",
      +                "type": "string"
      +              },
      +              "w": {
      +                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 12,
      +                "type": "integer"
      +              },
      +              "x": {
      +                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      +                "maximum": 11,
      +                "minimum": 0,
      +                "type": "integer"
      +              },
      +              "y": {
      +                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      +                "maximum": 9007199254740991,
      +                "minimum": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "required": [
      +              "type",
      +              "textContent",
      +              "title"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "aggBy": {
      +                "default": "Month",
      +                "description": "Time grain for the series: Hour, Day, Week, Month, or Period (default Month).",
      +                "enum": [
      +                  "Hour",
      +                  "Day",
      +                  "Week",
      +                  "Month",
      +                  "Period"
      +                ],
      +                "type": "string"
      +              },
      +              "compare": {
      +                "additionalProperties": false,
      +                "description": "Add a comparison period to show cost evolution side-by-side. Omit `from`/`to` to compare against the preceding period automatically; set `chartType` to choose how it renders.",
      +                "properties": {
      +                  "chartType": {
      +                    "default": "WATERFALL",
      +                    "description": "How the comparison renders: WATERFALL (default, contribution to change), TABLE (before/after rows), or KPI_BREAKDOWN (per-group KPI cards). Note KPI_BREAKDOWN and TABLE widgets cannot be exported as PNG via get_widget_png.",
      +                    "enum": [
      +                      "WATERFALL",
      +                      "TABLE",
      +                      "KPI_BREAKDOWN"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  "enabled": {
      +                    "default": true,
      +                    "description": "Defaults to true — supplying `compare` at all turns the comparison on. Pass false to keep the block while disabling it (useful when echoing back a payload from `get`).",
      +                    "type": "boolean"
      +                  },
      +                  "from": {
      +                    "description": "Comparison period start date. Omit (together with `to`) to compare against the preceding period, derived from the main period.",
      +                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                    "type": "string"
      +                  },
      +                  "to": {
      +                    "description": "Comparison period end date. Required together with `from`; omit both to auto-derive.",
      +                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                    "type": "string"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "datePreset": {
      +                "anyOf": [
      +                  {
      +                    "enum": [
      +                      "TRAILING_90_DAYS",
      +                      "TRAILING_30_DAYS",
      +                      "TRAILING_45_DAYS",
      +                      "TRAILING_7_DAYS",
      +                      "TRAILING_3_DAYS",
      +                      "TRAILING_14_WEEKS",
      +                      "MTD",
      +                      "QTD",
      +                      "YTD",
      +                      "LAST_WEEK",
      +                      "LAST_MONTH",
      +                      "LAST_6_MONTHS",
      +                      "LAST_12_MONTHS",
      +                      "LAST_4_YEARS",
      +                      "LAST_3_MONTHS",
      +                      "LAST_INVOICE_MONTH"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "description": "Widget-level date preset override. Omit to inherit dashboardContext.datePreset or startDate/endDate; use only when this widget differs from the dashboard period."
      +              },
      +              "description": {
      +                "default": "",
      +                "type": "string"
      +              },
      +              "displayOptions": {
      +                "description": "TABLE-only. sort {by, direction}, hideEmptyRows, topN (omit limit), showTotal, precision. get_skill dashboards.",
      +                "properties": {
      +                  "hideEmptyRows": {
      +                    "description": "Hide rows with abs displayed sum < 0.01",
      +                    "type": "boolean"
      +                  },
      +                  "precision": {
      +                    "description": "Fraction digits 0–6",
      +                    "maximum": 6,
      +                    "minimum": 0,
      +                    "type": "integer"
      +                  },
      +                  "showTotal": {
      +                    "description": "Show Total column",
      +                    "type": "boolean"
      +                  },
      +                  "sort": {
      +                    "properties": {
      +                      "by": {
      +                        "description": "total | cost | groupBy | query letter (a)",
      +                        "minLength": 1,
      +                        "type": "string"
      +                      },
      +                      "direction": {
      +                        "default": "DESC",
      +                        "description": "ASC | DESC (default DESC)",
      +                        "enum": [
      +                          "ASC",
      +                          "DESC"
      +                        ],
      +                        "type": "string"
      +                      }
      +                    },
      +                    "required": [
      +                      "by"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  "topN": {
      +                    "description": "Ranked rows 1–100 after hide-empty + sort. Omit limit.",
      +                    "maximum": 100,
      +                    "minimum": 1,
      +                    "type": "integer"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "extendDashboardConditions": {
      +                "default": true,
      +                "description": "Whether this widget AND-merges the dashboard's `context.conditionsCel` with its own `filterCel`. Defaults to true — omit to inherit the dashboard filter. Set false only when the widget must ignore dashboard-wide conditions.",
      +                "type": "boolean"
      +              },
      +              "from": {
      +                "description": "Widget-level date override (inclusive), e.g. '2025-01-01'. Omit when the widget uses the dashboard context period.",
      +                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                "type": "string"
      +              },
      +              "h": {
      +                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 9007199254740991,
      +                "type": "integer"
      +              },
      +              "limit": {
      +                "description": "Max groups/rows per series. Omit to use the default (100). Increase up to 1000 when you need more than 100 breakdown groups. On a non-comparison TABLE widget, use displayOptions.topN for the row cap and omit this — the two are mutually exclusive there.",
      +                "maximum": 1000,
      +                "minimum": 1,
      +                "type": "integer"
      +              },
      +              "queries": {
      +                "description": "Same series objects as the `query` tool `queries` array (cost / metric / usage / externalMetric / formula / budget). Each requires `type` (never omit) and a `name` (prefer short ids like a/b/c); put human labels in `alias`. On dashboard chart widgets prefer sparse `{ type: \"cost\", name: \"a\", alias?, filterCel? }` and inherit metricId / currency / groupBy / period from `dashboardContext`. Call get_skill skillId: \"dashboards\" for examples.",
      +                "items": {
      +                  "additionalProperties": {},
      +                  "propertyNames": {
      +                    "type": "string"
      +                  },
      +                  "type": "object"
      +                },
      +                "type": "array"
      +              },
      +              "scopeId": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "description": "Optional saved team scope id (from list_teams). Merges the scope whereClause into cost/usage queries."
      +              },
      +              "title": {
      +                "type": "string"
      +              },
      +              "to": {
      +                "description": "Widget-level end date override (inclusive). Required together with `from` only when overriding the dashboard period; omit when inheriting context.",
      +                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "chart",
      +                "default": "chart",
      +                "type": "string"
      +              },
      +              "w": {
      +                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 12,
      +                "type": "integer"
      +              },
      +              "x": {
      +                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      +                "maximum": 11,
      +                "minimum": 0,
      +                "type": "integer"
      +              },
      +              "y": {
      +                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      +                "maximum": 9007199254740991,
      +                "minimum": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "required": [
      +              "title"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      }
      +    },
      +    "required": [
      +      "op"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "replace",
      +        "type": "string"
      +      },
      +      "widget": {
      +        "additionalProperties": {},
      +        "description": "Same widget object as `widget` on op: \"add\" (text or chart). Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      +        "propertyNames": {
      +          "type": "string"
      +        },
      +        "type": "object"
      +      },
      +      "widgetId": {
      +        "description": "ID of the widget to overwrite (keeps its position).",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "op",
      +      "widgetId",
      +      "widget"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "remove",
      +        "type": "string"
      +      },
      +      "widgetId": {
      +        "description": "ID of the widget to delete.",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "op",
      +      "widgetId"
      +    ],
      +    "type": "object"
      +  }
      +]
  5. Changed1 schema field changed
    • changedInput schema / properties / operations / items / oneOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "add",
      -        "type": "string"
      -      },
      -      "widget": {
      -        "description": "Widget definition to append. Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      -        "discriminator": {
      -          "propertyName": "type"
      -        },
      -        "oneOf": [
      -          {
      -            "additionalProperties": false,
      -            "description": "Text block widget (notes, headings, commentary). No queries or period — does not inherit dashboard metric/groupBy.",
      -            "properties": {
      -              "description": {
      -                "default": "",
      -                "type": "string"
      -              },
      -              "h": {
      -                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 9007199254740991,
      -                "type": "integer"
      -              },
      -              "textContent": {
      -                "description": "Markdown or plain text body. Stored as `{ type: \"text\", textContent }` — same as the UI text widget.",
      -                "type": "string"
      -              },
      -              "title": {
      -                "type": "string"
      -              },
      -              "type": {
      -                "const": "text",
      -                "type": "string"
      -              },
      -              "w": {
      -                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 12,
      -                "type": "integer"
      -              },
      -              "x": {
      -                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      -                "maximum": 11,
      -                "minimum": 0,
      -                "type": "integer"
      -              },
      -              "y": {
      -                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      -                "maximum": 9007199254740991,
      -                "minimum": 0,
      -                "type": "integer"
      -              }
      -            },
      -            "required": [
      -              "type",
      -              "textContent",
      -              "title"
      -            ],
      -            "type": "object"
      -          },
      -          {
      -            "additionalProperties": false,
      -            "properties": {
      -              "aggBy": {
      -                "default": "Month",
      -                "description": "Time grain for the series: Hour, Day, Week, Month, or Period (default Month).",
      -                "enum": [
      -                  "Hour",
      -                  "Day",
      -                  "Week",
      -                  "Month",
      -                  "Period"
      -                ],
      -                "type": "string"
      -              },
      -              "compare": {
      -                "additionalProperties": false,
      -                "description": "Add a comparison period to show cost evolution side-by-side. Omit `from`/`to` to compare against the preceding period automatically; set `chartType` to choose how it renders.",
      -                "properties": {
      -                  "chartType": {
      -                    "default": "WATERFALL",
      -                    "description": "How the comparison renders: WATERFALL (default, contribution to change), TABLE (before/after rows), or KPI_BREAKDOWN (per-group KPI cards). Note KPI_BREAKDOWN and TABLE widgets cannot be exported as PNG via get_widget_png.",
      -                    "enum": [
      -                      "WATERFALL",
      -                      "TABLE",
      -                      "KPI_BREAKDOWN"
      -                    ],
      -                    "type": "string"
      -                  },
      -                  "enabled": {
      -                    "default": true,
      -                    "description": "Defaults to true — supplying `compare` at all turns the comparison on. Pass false to keep the block while disabling it (useful when echoing back a payload from `get`).",
      -                    "type": "boolean"
      -                  },
      -                  "from": {
      -                    "description": "Comparison period start date. Omit (together with `to`) to compare against the preceding period, derived from the main period.",
      -                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                    "type": "string"
      -                  },
      -                  "to": {
      -                    "description": "Comparison period end date. Required together with `from`; omit both to auto-derive.",
      -                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                    "type": "string"
      -                  }
      -                },
      -                "type": "object"
      -              },
      -              "datePreset": {
      -                "anyOf": [
      -                  {
      -                    "enum": [
      -                      "TRAILING_90_DAYS",
      -                      "TRAILING_30_DAYS",
      -                      "TRAILING_45_DAYS",
      -                      "TRAILING_7_DAYS",
      -                      "TRAILING_3_DAYS",
      -                      "TRAILING_14_WEEKS",
      -                      "MTD",
      -                      "QTD",
      -                      "YTD",
      -                      "LAST_WEEK",
      -                      "LAST_MONTH",
      -                      "LAST_6_MONTHS",
      -                      "LAST_12_MONTHS",
      -                      "LAST_4_YEARS",
      -                      "LAST_3_MONTHS",
      -                      "LAST_INVOICE_MONTH"
      -                    ],
      -                    "type": "string"
      -                  },
      -                  {
      -                    "type": "null"
      -                  }
      -                ],
      -                "description": "Widget-level date preset override. Omit to inherit dashboardContext.datePreset or startDate/endDate; use only when this widget differs from the dashboard period."
      -              },
      -              "description": {
      -                "default": "",
      -                "type": "string"
      -              },
      -              "extendDashboardConditions": {
      -                "default": true,
      -                "description": "Whether this widget AND-merges the dashboard's `context.conditionsCel` with its own `filterCel`. Defaults to true — omit to inherit the dashboard filter. Set false only when the widget must ignore dashboard-wide conditions.",
      -                "type": "boolean"
      -              },
      -              "from": {
      -                "description": "Widget-level date override (inclusive), e.g. '2025-01-01'. Omit when the widget uses the dashboard context period.",
      -                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                "type": "string"
      -              },
      -              "h": {
      -                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 9007199254740991,
      -                "type": "integer"
      -              },
      -              "limit": {
      -                "description": "Max groups/rows per series. Omit to use the default (100). Increase up to 1000 when you need more than 100 breakdown groups.",
      -                "maximum": 1000,
      -                "minimum": 1,
      -                "type": "integer"
      -              },
      -              "queries": {
      -                "description": "Same series objects as the `query` tool `queries` array (cost / metric / usage / externalMetric / formula / budget). Each requires `type` (never omit) and a `name` (prefer short ids like a/b/c); put human labels in `alias`. On dashboard chart widgets prefer sparse `{ type: \"cost\", name: \"a\", alias?, filterCel? }` and inherit metricId / currency / groupBy / period from `dashboardContext`. Call get_skill skillId: \"dashboards\" for examples.",
      -                "items": {
      -                  "additionalProperties": {},
      -                  "propertyNames": {
      -                    "type": "string"
      -                  },
      -                  "type": "object"
      -                },
      -                "type": "array"
      -              },
      -              "scopeId": {
      -                "anyOf": [
      -                  {
      -                    "type": "string"
      -                  },
      -                  {
      -                    "type": "null"
      -                  }
      -                ],
      -                "description": "Optional saved team scope id (from list_teams). Merges the scope whereClause into cost/usage queries."
      -              },
      -              "title": {
      -                "type": "string"
      -              },
      -              "to": {
      -                "description": "Widget-level end date override (inclusive). Required together with `from` only when overriding the dashboard period; omit when inheriting context.",
      -                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      -                "type": "string"
      -              },
      -              "type": {
      -                "const": "chart",
      -                "default": "chart",
      -                "type": "string"
      -              },
      -              "w": {
      -                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      -                "exclusiveMinimum": 0,
      -                "maximum": 12,
      -                "type": "integer"
      -              },
      -              "x": {
      -                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      -                "maximum": 11,
      -                "minimum": 0,
      -                "type": "integer"
      -              },
      -              "y": {
      -                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      -                "maximum": 9007199254740991,
      -                "minimum": 0,
      -                "type": "integer"
      -              }
      -            },
      -            "required": [
      -              "title"
      -            ],
      -            "type": "object"
      -          }
      -        ]
      -      }
      -    },
      -    "required": [
      -      "op"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "replace",
      -        "type": "string"
      -      },
      -      "widget": {
      -        "additionalProperties": {},
      -        "description": "Same widget object as `widget` on op: \"add\" (text or chart). Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      -        "propertyNames": {
      -          "type": "string"
      -        },
      -        "type": "object"
      -      },
      -      "widgetId": {
      -        "description": "ID of the widget to overwrite (keeps its position).",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "op",
      -      "widgetId",
      -      "widget"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "op": {
      -        "const": "remove",
      -        "type": "string"
      -      },
      -      "widgetId": {
      -        "description": "ID of the widget to delete.",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "op",
      -      "widgetId"
      -    ],
      -    "type": "object"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "add",
      +        "type": "string"
      +      },
      +      "widget": {
      +        "description": "Widget definition to append. Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      +        "discriminator": {
      +          "propertyName": "type"
      +        },
      +        "oneOf": [
      +          {
      +            "additionalProperties": false,
      +            "description": "Text block widget (notes, headings, commentary). No queries or period — does not inherit dashboard metric/groupBy.",
      +            "properties": {
      +              "description": {
      +                "default": "",
      +                "type": "string"
      +              },
      +              "h": {
      +                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 9007199254740991,
      +                "type": "integer"
      +              },
      +              "textContent": {
      +                "description": "Markdown or plain text body. Stored as `{ type: \"text\", textContent }` — same as the UI text widget.",
      +                "type": "string"
      +              },
      +              "title": {
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "text",
      +                "type": "string"
      +              },
      +              "w": {
      +                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 12,
      +                "type": "integer"
      +              },
      +              "x": {
      +                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      +                "maximum": 11,
      +                "minimum": 0,
      +                "type": "integer"
      +              },
      +              "y": {
      +                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      +                "maximum": 9007199254740991,
      +                "minimum": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "required": [
      +              "type",
      +              "textContent",
      +              "title"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": false,
      +            "properties": {
      +              "aggBy": {
      +                "default": "Month",
      +                "description": "Time grain for the series: Hour, Day, Week, Month, or Period (default Month).",
      +                "enum": [
      +                  "Hour",
      +                  "Day",
      +                  "Week",
      +                  "Month",
      +                  "Period"
      +                ],
      +                "type": "string"
      +              },
      +              "compare": {
      +                "additionalProperties": false,
      +                "description": "Add a comparison period to show cost evolution side-by-side. Omit `from`/`to` to compare against the preceding period automatically; set `chartType` to choose how it renders.",
      +                "properties": {
      +                  "chartType": {
      +                    "default": "WATERFALL",
      +                    "description": "How the comparison renders: WATERFALL (default, contribution to change), TABLE (before/after rows), or KPI_BREAKDOWN (per-group KPI cards). Note KPI_BREAKDOWN and TABLE widgets cannot be exported as PNG via get_widget_png.",
      +                    "enum": [
      +                      "WATERFALL",
      +                      "TABLE",
      +                      "KPI_BREAKDOWN"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  "enabled": {
      +                    "default": true,
      +                    "description": "Defaults to true — supplying `compare` at all turns the comparison on. Pass false to keep the block while disabling it (useful when echoing back a payload from `get`).",
      +                    "type": "boolean"
      +                  },
      +                  "from": {
      +                    "description": "Comparison period start date. Omit (together with `to`) to compare against the preceding period, derived from the main period.",
      +                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                    "type": "string"
      +                  },
      +                  "to": {
      +                    "description": "Comparison period end date. Required together with `from`; omit both to auto-derive.",
      +                    "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                    "type": "string"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "datePreset": {
      +                "anyOf": [
      +                  {
      +                    "enum": [
      +                      "TRAILING_90_DAYS",
      +                      "TRAILING_30_DAYS",
      +                      "TRAILING_45_DAYS",
      +                      "TRAILING_7_DAYS",
      +                      "TRAILING_3_DAYS",
      +                      "TRAILING_14_WEEKS",
      +                      "MTD",
      +                      "QTD",
      +                      "YTD",
      +                      "LAST_WEEK",
      +                      "LAST_MONTH",
      +                      "LAST_6_MONTHS",
      +                      "LAST_12_MONTHS",
      +                      "LAST_4_YEARS",
      +                      "LAST_3_MONTHS",
      +                      "LAST_INVOICE_MONTH"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "description": "Widget-level date preset override. Omit to inherit dashboardContext.datePreset or startDate/endDate; use only when this widget differs from the dashboard period."
      +              },
      +              "description": {
      +                "default": "",
      +                "type": "string"
      +              },
      +              "displayOptions": {
      +                "description": "TABLE-only. sort {by, direction}, hideEmptyRows, topN (omit limit), showTotal, precision. get_skill dashboards.",
      +                "properties": {
      +                  "hideEmptyRows": {
      +                    "description": "Hide rows with abs displayed sum < 0.01",
      +                    "type": "boolean"
      +                  },
      +                  "precision": {
      +                    "description": "Fraction digits 0–6",
      +                    "maximum": 6,
      +                    "minimum": 0,
      +                    "type": "integer"
      +                  },
      +                  "showTotal": {
      +                    "description": "Show Total column",
      +                    "type": "boolean"
      +                  },
      +                  "sort": {
      +                    "properties": {
      +                      "by": {
      +                        "description": "total | cost | groupBy | query letter (a)",
      +                        "minLength": 1,
      +                        "type": "string"
      +                      },
      +                      "direction": {
      +                        "default": "DESC",
      +                        "description": "ASC | DESC (default DESC)",
      +                        "enum": [
      +                          "ASC",
      +                          "DESC"
      +                        ],
      +                        "type": "string"
      +                      }
      +                    },
      +                    "required": [
      +                      "by"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  "topN": {
      +                    "description": "Ranked rows 1–100 after hide-empty + sort. Omit limit.",
      +                    "maximum": 100,
      +                    "minimum": 1,
      +                    "type": "integer"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "extendDashboardConditions": {
      +                "default": true,
      +                "description": "Whether this widget AND-merges the dashboard's `context.conditionsCel` with its own `filterCel`. Defaults to true — omit to inherit the dashboard filter. Set false only when the widget must ignore dashboard-wide conditions.",
      +                "type": "boolean"
      +              },
      +              "from": {
      +                "description": "Widget-level date override (inclusive), e.g. '2025-01-01'. Omit when the widget uses the dashboard context period.",
      +                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                "type": "string"
      +              },
      +              "h": {
      +                "description": "Grid height in rows. When provided, the widget keeps this exact height instead of the auto-computed default. Obtain the value from the `h` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 9007199254740991,
      +                "type": "integer"
      +              },
      +              "limit": {
      +                "description": "Max groups/rows per series. Omit to use the default (100). Increase up to 1000 when you need more than 100 breakdown groups.",
      +                "maximum": 1000,
      +                "minimum": 1,
      +                "type": "integer"
      +              },
      +              "queries": {
      +                "description": "Same series objects as the `query` tool `queries` array (cost / metric / usage / externalMetric / formula / budget). Each requires `type` (never omit) and a `name` (prefer short ids like a/b/c); put human labels in `alias`. On dashboard chart widgets prefer sparse `{ type: \"cost\", name: \"a\", alias?, filterCel? }` and inherit metricId / currency / groupBy / period from `dashboardContext`. Call get_skill skillId: \"dashboards\" for examples.",
      +                "items": {
      +                  "additionalProperties": {},
      +                  "propertyNames": {
      +                    "type": "string"
      +                  },
      +                  "type": "object"
      +                },
      +                "type": "array"
      +              },
      +              "scopeId": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "description": "Optional saved team scope id (from list_teams). Merges the scope whereClause into cost/usage queries."
      +              },
      +              "title": {
      +                "type": "string"
      +              },
      +              "to": {
      +                "description": "Widget-level end date override (inclusive). Required together with `from` only when overriding the dashboard period; omit when inheriting context.",
      +                "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "chart",
      +                "default": "chart",
      +                "type": "string"
      +              },
      +              "w": {
      +                "description": "Grid width in columns (1–12). When provided, the widget keeps this exact width instead of the auto-computed default. Obtain the value from the `w` field returned by `get`.",
      +                "exclusiveMinimum": 0,
      +                "maximum": 12,
      +                "type": "integer"
      +              },
      +              "x": {
      +                "description": "Grid column index (0-based, 0 = left edge, max 11). When provided together with `y` (on a create_dashboard widget or an update_dashboard `add`) the widget is placed at the exact position instead of being auto-packed. Use `x`/`y` from `get` to copy a widget at its original position, or set manually (e.g. top-left: x=0 y=0, top-right of a half-width widget: x=6 y=0). Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing. When `w` is also set, `x + w` must be <= 12.",
      +                "maximum": 11,
      +                "minimum": 0,
      +                "type": "integer"
      +              },
      +              "y": {
      +                "description": "Grid row index (0-based, 0 = top). Rows grow downward; combine with `x` to pin a widget to a specific spot. Both `x` and `y` must be supplied together — if only one is given the position falls back to auto-packing.",
      +                "maximum": 9007199254740991,
      +                "minimum": 0,
      +                "type": "integer"
      +              }
      +            },
      +            "required": [
      +              "title"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      }
      +    },
      +    "required": [
      +      "op"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "replace",
      +        "type": "string"
      +      },
      +      "widget": {
      +        "additionalProperties": {},
      +        "description": "Same widget object as `widget` on op: \"add\" (text or chart). Chart `queries` match the `query` tool shape; pass only overrides relative to dashboard context.",
      +        "propertyNames": {
      +          "type": "string"
      +        },
      +        "type": "object"
      +      },
      +      "widgetId": {
      +        "description": "ID of the widget to overwrite (keeps its position).",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "op",
      +      "widgetId",
      +      "widget"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "op": {
      +        "const": "remove",
      +        "type": "string"
      +      },
      +      "widgetId": {
      +        "description": "ID of the widget to delete.",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "op",
      +      "widgetId"
      +    ],
      +    "type": "object"
      +  }
      +]
  6. First observed

TDQS

A4/5.0
Behavior1/5

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

Annotations declare destructiveHint=false, but the description explicitly supports destructive operations: removing widgets via op: "remove", clearing tags with [], and clearing the global filter with an empty conditionsCel. This is a direct contradiction between the stated behavior and the annotation.

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?

Front-loaded with the core action and then organized by field, but it is long and repeats some information already present in the very detailed schema. Most sentences carry useful constraints, so it avoids being merely verbose.

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

Completeness5/5

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

Despite no output schema, the description explains that a URL is returned and must be included, mentions inheritedContext, and covers inheritance defaults, partial patch semantics, and alias deprecation. This is complete for a complex mutation tool.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3, but the description adds cross-parameter validation not present in the schema, including the requirement that at least one of dashboardContext, operations, or tags be supplied and the instruction never to send both context and dashboardContext.

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

Purpose5/5

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

States a specific verb (Update) and resource (dashboard) and enumerates the three patchable areas (dashboardContext, widgets, tags). This immediately distinguishes it from create_dashboard and other siblings.

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

Usage Guidelines5/5

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

Explicitly instructs the agent to call get_skill first, look up the dashboard id via search, and states the requirement that at least one of dashboardContext, operations, or tags be present. It also routes sharing changes to get_object_permissions / set_object_permissions, naming alternatives rather than leaving them implicit.

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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