PBIR Template Extractor

Extract existing PBIR visuals and convert them to reusable templates with placeholders.

When to Use This Skill

Use when the user wants to:

• Save an existing visual as a reusable template
• Create a new template type not in the library
• Standardize a visual configuration for reuse
• Extract a well-formatted visual from Power BI Desktop
• Add to the visual-templates library

Workflow

Step 1: Locate Source Visual

Find the visual.json file to extract:

# List pages in the report
Glob: .Report/definition/pages/*/page.json

# List visuals on a page
Glob: .Report/definition/pages/[PageGUID]/visuals/*/visual.json

# Read specific visual
Read: .Report/definition/pages/[PageGUID]/visuals/[VisualGUID]/visual.json

Step 2: Analyze Visual Structure

Identify:

1. Visual type - visualType property (card, barChart, lineChart, etc.)
2. Data roles - Query projections (Values, Category, Y, Series, etc.)
3. Formatting - Objects in visualContainerObjects and visual.objects
4. Special features - Interactions, drill-through, conditional formatting

Step 3: Create Placeholders

Replace specific values with {{PLACEHOLDER}} syntax:

Always Replace:

Data Binding Replacements:

Formatting Replacements (Optional):

Step 4: Validate Template

Before saving, verify:

• JSON is well-formed
• All specific values replaced with placeholders
• Schema reference preserved ($schema)
• No hardcoded table/column names remain
• No hardcoded visual names remain

Step 5: Name and Save Template

Naming Convention:

[visual-type]-[variant].json

Examples:
- card-single-measure.json
- line-chart-with-series.json
- slicer-dropdown.json
- azure-map-bubble.json

Save Location:

visual-templates/[template-name].json

Step 6: Update Documentation

Add entry to visual-templates/README.md:

| `[template-name].json` | [Visual Type] | [Description] |

Document any unique placeholders for this template.

Example: Extract a Bar Chart

Source visual.json:

{
  "$schema": "https://developer.microsoft.com/json-schemas/fabric/item/report/definition/visualContainer/2.4.0/schema.json",
  "name": "SalesByRegionBar",
  "position": {
    "x": "100",
    "y": "200",
    "z": "2000",
    "height": "300",
    "width": "400",
    "tabOrder": "1"
  },
  "visual": {
    "visualType": "barChart",
    "query": {
      "queryState": {
        "Category": {
          "projections": [
            {
              "field": {
                "Column": {
                  "Expression": { "SourceRef": { "Entity": "dim_region" } },
                  "Property": "region_name"
                }
              },
              "queryRef": "dim_region.region_name",
              "nativeQueryRef": "region_name",
              "active": true
            }
          ]
        },
        "Y": {
          "projections": [
            {
              "field": {
                "Measure": {
                  "Expression": { "SourceRef": { "Entity": "Fact_Sales" } },
                  "Property": "Total Sales"
                }
              },
              "queryRef": "Fact_Sales.Total Sales",
              "nativeQueryRef": "Total Sales"
            }
          ]
        }
      }
    }
  }
}

Extracted template:

{
  "$schema": "https://developer.microsoft.com/json-schemas/fabric/item/report/definition/visualContainer/2.4.0/schema.json",
  "name": "{{VISUAL_NAME}}",
  "position": {
    "x": "{{X}}",
    "y": "{{Y}}",
    "z": "{{Z}}",
    "height": "{{HEIGHT}}",
    "width": "{{WIDTH}}",
    "tabOrder": "{{TAB_ORDER}}"
  },
  "visual": {
    "visualType": "barChart",
    "query": {
      "queryState": {
        "Category": {
          "projections": [
            {
              "field": {
                "Column": {
                  "Expression": { "SourceRef": { "Entity": "{{CATEGORY_TABLE}}" } },
                  "Property": "{{CATEGORY_COLUMN}}"
                }
              },
              "queryRef": "{{CATEGORY_TABLE}}.{{CATEGORY_COLUMN}}",
              "nativeQueryRef": "{{CATEGORY_COLUMN}}",
              "active": true
            }
          ]
        },
        "Y": {
          "projections": [
            {
              "field": {
                "Measure": {
                  "Expression": { "SourceRef": { "Entity": "{{TABLE_NAME}}" } },
                  "Property": "{{MEASURE_NAME}}"
                }
              },
              "queryRef": "{{TABLE_NAME}}.{{MEASURE_NAME}}",
              "nativeQueryRef": "{{MEASURE_NAME}}"
            }
          ]
        }
      }
    }
  }
}

Handling Complex Visuals

Multiple Measures

For visuals with multiple Y values, use numbered placeholders:

{{MEASURE_1_TABLE}}, {{MEASURE_1_NAME}}
{{MEASURE_2_TABLE}}, {{MEASURE_2_NAME}}
{{MEASURE_3_TABLE}}, {{MEASURE_3_NAME}}

Conditional Formatting

Keep conditional formatting rules but placeholder the references:

"rules": [
  {
    "field": {
      "Measure": {
        "Expression": { "SourceRef": { "Entity": "{{TABLE_NAME}}" } },
        "Property": "{{MEASURE_NAME}}"
      }
    }
  }
]

Default Values

Some formatting values should remain hardcoded (good defaults):

• Font family: Keep as-is (e.g., "Segoe UI")
• Default colors: Keep unless user wants custom
• Axis show/hide: Keep as-is

Quality Checklist

Before finalizing template:

• $schema property preserved at top
• name → {{VISUAL_NAME}}
• All position values → placeholders
• All table names → placeholders
• All column/measure names → placeholders
• Filter GUIDs → {{FILTER_GUID}}
• Title text → {{TITLE}}
• JSON validates successfully
• Template follows naming convention

Contribution to Template Library

When adding new templates:

1. Test the template by creating a visual with it
2. Verify it opens correctly in Power BI Desktop
3. Add to visual-templates/README.md
4. Document any unique placeholders
5. Add to the "Available Templates" table

Constraints

• Never modify the source visual.json
• Always preserve the schema version
• Use consistent placeholder naming
• Test templates before adding to library