<< All versions

Skill v1.0.1

currentAutomated scan100/100
data-goblin/power-bi-agentic-development/tmdl

+6 new

──Details
PublishedAugust 16, 2026 at 08:43 PM
Content Hashsha256:f533e99f25c5540a...
Git SHAf8495e767930
Bump Typepatch
Compare with v1.0.0
──Files
Files (1 file, 21.2 KB)
SKILL.md21.2 KBactive
SKILL.md · 457 lines · 21.2 KB

version: "1.0.1" name: tmdl description: Direct TMDL file authoring and BIM-to-TMDL conversion for semantic models in PBIP projects. Automatically invoke when the user asks to "edit TMDL", "add a measure in TMDL", "TMDL syntax", "fix formatString", "fix summarizeBy", "TMDL indentation", "convert BIM to TMDL", "add a column description", "create a calculated column in TMDL", or mentions .tmdl file editing or BIM-to-TMDL migration.


TMDL Authoring

Expert guidance for authoring and editing TMDL (Tabular Model Definition Language) files directly in PBIP projects.

This skill is a last resort. Direct TMDL file editing lacks the validation, atomicity, and DAX query capabilities of the Tabular Editor CLI, Power BI MCP server, or the connect-pbid skill (TOM via PowerShell). Use those tools when available. TMDL editing is appropriate when:
- Working with PBIP files in a Git repo without Power BI Desktop open
- No Tabular Editor CLI or MCP server is installed
- Making quick text-level fixes (descriptions, format strings, display folders) where a full tool chain is overkill
Direct TMDL editing does not validate DAX syntax, check referential integrity, or verify that property values are valid. Errors will only surface when the model is next loaded in Power BI Desktop or deployed via XMLA. Use the `pbip-validator` agent to check TMDL files for syntax issues, indentation errors, and referential integrity before opening in PBI Desktop.

When to Use This Skill

Activate only when the Tabular Editor CLI, Power BI MCP server, or connect-pbid skill are not available, and tasks involve:

  • Editing .tmdl files directly (measures, columns, tables, relationships)
  • Adding or modifying measure definitions in TMDL
  • Adding descriptions to columns, measures, or tables
  • Fixing summarizeBy or formatString values
  • Understanding TMDL syntax rules (indentation, quoting, property ordering)
  • Writing multi-line DAX in TMDL format
  • Understanding the difference between /// descriptions and // comments

Critical

  • `///` (triple-slash) sets the `Description` property on the object that immediately follows it. A /// line must be immediately followed by a declaration (measure, column, table, etc.); never by a blank line or another ///. Use // for regular comments.
  • Indentation is semantic. TMDL uses whitespace indentation where depth equals nesting level (TMDL spec — Indentation). PBIP files use a single tab per level because Power BI Desktop and the TOM TmdlSerializer default to IndentationMode.Tabs. Spaces are also valid (IndentationMode.Spaces, default 4 per level), but be consistent within a file; mixed or incorrect indentation will break the model. Properties of a table are indented one level; properties of a column (which belongs to a table) are indented two levels.
  • Name quoting rules: Only quote names that contain spaces, special characters, or start with a digit. Simple names and underscore-prefixed names are unquoted. See the Name Quoting section for details.
  • M expressions and tables share a namespace. A name declared by expression <name> in expressions.tmdl and a name declared by table <name> in tables/*.tmdl collide; Power BI Desktop fails the load with 'duplicate member <name>'. Pick distinct names; the conventional fix is to suffix the M expression with Query or Source and have partitions reference it via source = #"<Name> Query". validate_pbip.py enforces this as an ERROR.

TMDL File Types

FileContentsLocation
model.tmdlModel configuration, ref table entries, query groups, annotationsdefinition/
database.tmdlCompatibility level, model IDdefinition/
relationships.tmdlAll relationships between tablesdefinition/
expressions.tmdlShared M expressions and parametersdefinition/
functions.tmdlDAX user-defined functions (reusable parameterized DAX)definition/
roles/<RoleName>.tmdlOne file per security role (RLS filters, role members, OLS)definition/roles/
perspectives/<Name>.tmdlOne file per perspective (object membership)definition/perspectives/
dataSources.tmdlLegacy data source definitions (if present)definition/
tables/<Name>.tmdlTable definition with columns, measures, hierarchies, partitionsdefinition/tables/
cultures/<locale>.tmdlLinguistic metadata and translationsdefinition/cultures/

Object Nesting Rules

Objects must be nested inside their correct parent. The validator enforces these rules:

ObjectAllowed Parent(s)
column, measure, hierarchy, partition, calculationGrouptable
levelhierarchy
calculationItemcalculationGroup
tablePermissionrole
columnPermissiontablePermission
perspectiveTableperspective
perspectiveColumn, perspectiveMeasure, perspectiveHierarchyperspectiveTable
linguisticMetadata, translationcultureInfo
dataAccessOptionsmodel
formatStringDefinitionmeasure, calculationItem
detailRowsDefinitionmeasure, table
alternateOfcolumn
memberrole
annotation, extendedPropertyany object (including queryGroup, function, member)
refmodel, table

Root-level objects (indent 0 only): model, database, table, relationship, role, cultureInfo, perspective, dataSource, expression, queryGroup, function.

Syntax Rules

Indentation

TMDL uses whitespace indentation where depth equals nesting level. PBIP files use a single tab per level (the TOM TmdlSerializer default), so all examples below use tabs:

tmdl
table Product // depth 0: top-level declaration
lineageTag: abc-123 // depth 1: table property
measure '# Products' = // depth 1: measure declaration
COUNTROWS ( // depth 3: DAX expression body (one deeper than properties)
VALUES ( Product[Name] ) // depth 3: continued
) // depth 3: continued
formatString: #,##0 // depth 2: measure property
displayFolder: Measures // depth 2: measure property
lineageTag: def-456 // depth 2: measure property
column 'Product Name' // depth 1: column declaration
dataType: string // depth 2: column property
lineageTag: ghi-789 // depth 2: column property
summarizeBy: none // depth 2: column property
sourceColumn: Product Name // depth 2: column property
annotation SummarizationSetBy = Automatic // depth 2: column annotation

Key rules:

  • Use tabs in PBIP files (Power BI Desktop's default); see the Critical section above for the spaces alternative
  • Table-level objects (columns, measures, hierarchies, partitions) are at depth 1
  • Properties of those objects are at depth 2
  • Multi-line DAX expression bodies are always 2 levels deeper than the enclosing declaration (depth 3 for measures/columns inside a table; depth 2 for top-level functions; depth 4 for calculationItems)
  • Annotations are at the same depth as properties of their parent object, separated by a blank line

Descriptions (///)

Triple-slash sets the Description property on the next declaration. This is native TMDL syntax (not a Tabular Editor extension); the TMDL spec treats /// as first-class description support.

tmdl
/// Count of distinct products in the current filter context.
measure '# Products' =
COUNTROWS ( VALUES ( Product[Product Name] ) )
formatString: #,##0
lineageTag: abc-123

Rules:

  • /// must be immediately followed by a declaration on the next line
  • No blank line between /// and the declaration
  • Multiple /// lines concatenate into a single description
  • /// applies to the next measure, column, table, hierarchy, or level

Common mistake:

tmdl
// WRONG: blank line between /// and declaration
/// This is a description.
measure 'My Measure' = 1
// WRONG: /// used as a separator comment
///
measure 'My Measure' = 1
// RIGHT: /// immediately before declaration
/// This is a description.
measure 'My Measure' = 1
// RIGHT: // used for regular comments
// This is just a comment, not a description.
measure 'My Measure' = 1

Comments (//)

Double-slash is a regular comment with no semantic effect:

tmdl
// This is a comment — it does not set any property
measure 'My Measure' = 1

Property Ordering

Properties should follow a consistent order, though TMDL is not strict about it. The conventional order is:

For columns: dataType, isHidden, isKey, displayFolder, lineageTag, summarizeBy, isNameInferred, sourceColumn, sortByColumn, then annotations.

For measures: DAX expression (on the = line or multi-line), formatString or formatStringDefinition, displayFolder, lineageTag, then annotations.

Name Quoting

When to Quote

Use single quotes around names that contain any of these characters:

  • Spaces: 'Product Name'
  • Dots: 'Sales.Amount'
  • Equals: 'Price = Target'
  • Colons: 'Date:Key'
  • Single quotes (escape by doubling): 'Customer''s Name'
  • Other special characters: 'Sales ($)', 'OTD % (Value)', '1) Selected Metric'
  • Names starting with a digit: '4) Selected Period'

When NOT to Quote

Do not quote names that are simple identifiers:

  • Product (simple word)
  • _Measures (underscore prefix, no spaces)
  • Date (simple word)
  • CgMetricQuantity (PascalCase, no spaces)

Examples

tmdl
table Product // unquoted: simple name
table _Measures // unquoted: underscore prefix
table 'Budget Rate' // quoted: contains space
table 'Invoice Document Type' // quoted: contains spaces
table '1) Selected Metric' // quoted: starts with digit
table 'On-Time Delivery' // quoted: contains space

Column Definitions

For complete column examples (basic, hidden, key, sortByColumn, description), see `references/tmdl-file-examples.md`. For full property reference, see `references/column-properties.md`.

Key column pattern:

tmdl
column 'Product Name'
dataType: string
displayFolder: 1. Product Hierarchy
lineageTag: abc-123
summarizeBy: none
sourceColumn: Product Name
annotation SummarizationSetBy = Automatic

Measure Definitions

Single-Line DAX

tmdl
measure '# Products' = COUNTROWS ( VALUES ( Product[Product Name] ) )
formatString: #,##0
displayFolder: Measures
lineageTag: abc-123

Multi-Line DAX

Two syntaxes for multi-line DAX:

1. Indented block (most common) -- expression body indented two levels deeper than the declaration:

2. Triple-backtick block -- DAX enclosed in ` ` ` fences, useful for expressions with complex indentation:

tmdl
measure Percentage = ```
VAR _Total = CALCULATE( SUM ( 'Table'[Quantitative] ), REMOVEFILTERS ( ) )
RETURN
DIVIDE ( SUM ( 'Table'[Quantitative] ), _Total )
```
formatString: 0.0%;-0.0%;0.0%
lineageTag: abc-123

Indented block syntax (standard approach) -- indented two extra tabs from the measure's parent (table) level:

tmdl
measure 'Actuals MTD' =
CALCULATE (
[Actuals],
CALCULATETABLE (
DATESMTD ( 'Date'[Date] ),
'Date'[IsDateInScope]
)
)
formatString: #,##0
displayFolder: 2. MTD\Actuals
lineageTag: abc-123

Measure with Description

tmdl
/// Number of workdays elapsed month-to-date, considering only dates in scope.
measure '# Workdays MTD' =
CALCULATE(
MAX( 'Date'[Workdays MTD] ),
'Date'[IsDateInScope] = TRUE
)
formatString: #,##0
displayFolder: 5. Weekday / Workday\Measures\# Workdays
lineageTag: abc-123

Measure with formatStringDefinition (Dynamic Format)

tmdl
measure 'Sales Target MTD vs. Actuals (%)' =
Comparison.RelativeToTarget (
[Actuals MTD],
[Sales Target MTD]
)
displayFolder: 2. MTD\Sales Target
lineageTag: abc-123
formatStringDefinition =
FormatString.Comparison.RelativeToTarget (
"SUFFIX",
1,
"ARROWS",
"",
""
)

Note: formatStringDefinition replaces formatString when the format is computed dynamically via a DAX expression (often a calculation group format function).

Other Object Types

For complete examples of calculated columns, roles (RLS/OLS), calculation groups, date table marking, hierarchies, partitions, relationships, shared expressions, and model configuration, see `references/tmdl-file-examples.md`.

Common Data Quality Patterns

summarizeBy Rules

Column TypeCorrect summarizeByReason
Keys (surrogate/natural)noneKeys are never aggregated
Attributes (names, codes, types)noneText attributes are never summed
DatesnoneDates are never summed
Boolean flagsnoneFlags are never summed
Additive numeric facts (amounts, quantities)sumDefault aggregation is SUM
Non-additive numeric facts (rates, percentages)noneCannot be meaningfully summed

Common fix pattern — changing summarizeBy: sum to summarizeBy: none for key columns:

tmdl
// Before (wrong - key column should not sum)
column 'Customer Key'
dataType: int64
isHidden
lineageTag: abc-123
summarizeBy: sum
sourceColumn: Customer Key
// After (correct)
column 'Customer Key'
dataType: int64
isHidden
lineageTag: abc-123
summarizeBy: none
sourceColumn: Customer Key

formatString Patterns

Data TypePatternExample
Integer#,##01,234
Decimal (2 places)#,##0.001,234.56
Percentage#,##0% or 0.00%85% or 85.00%
Currency$#,##0.00$1,234.56
Datemm/dd/yyyy or dd/mm/yyyy01/15/2024

PBI_FormatHint Annotation

Power BI Desktop may add a PBI_FormatHint annotation alongside formatString:

tmdl
column Amount
dataType: decimal
formatString: #,##0.00
lineageTag: abc-123
summarizeBy: sum
sourceColumn: Amount
annotation SummarizationSetBy = Automatic
annotation PBI_FormatHint = {"isGeneralNumber":true}

Do not fight this annotation. Power BI tooling re-adds it automatically. When setting a formatString, leave any existing PBI_FormatHint in place. If Power BI re-adds a removed PBI_FormatHint, accept it.

Quick Reference

Property Cheat Sheet

For the complete property reference for every object type, see `references/object-properties.md`.

ObjectPropertyValuesNotes
ColumndataTypestring, int64, double, decimal, dateTime, boolean, binary, unknown, variant, automaticRequired for data columns
ColumnsummarizeBydefault, none, sum, min, max, count, average, distinctCountUse none for keys/attributes
Columntypedata, calculated, rowNumber, calculatedTableColumnColumn type variant
ColumnisHidden(flag, no value)Boolean flags: write the keyword alone on its own line
ColumnisKey(flag, no value)Marks the column as the table's key
ColumnisNullable(flag, no value)Column allows nulls
ColumnisUnique(flag, no value)Column values are unique
ColumnisNameInferred(flag, no value)Name inferred from source
ColumnisDefaultLabel(flag, no value)Default label for the table
ColumnisDefaultImage(flag, no value)Default image for the table
ColumnisDataTypeInferred(flag, no value)Data type inferred from source
ColumnisAvailableInMdx(flag, no value)Available in MDX queries
ColumnkeepUniqueRows(flag, no value)Keep unique rows
ColumnencodingHintdefault, hash, valueStorage encoding hint
Columnalignmentdefault, left, right, centerColumn alignment
ColumndisplayFolderfolder path stringUse \ for nesting: 1. Year\Quarter
ColumnsourceColumnsource column nameMust match the Power Query output column
ColumnsortByColumncolumn name referenceColumn to sort by (e.g., month name sorted by month number)
ColumnexpressionDAX expressionFor calculated columns
MeasureformatStringformat patterne.g., #,##0, 0.00%
MeasuredisplayFolderfolder path stringUse \ for nesting
MeasureformatStringDefinitionDAX expression blockDynamic format string (replaces formatString)
MeasureisHidden(flag, no value)Hide the measure
MeasureisSimpleMeasure(flag, no value)Simple implicit-style measure
MeasuredataCategorystringSemantic data category
Partitionmodeimport, directQuery, default, push, dual, directLakeStorage mode
PartitionsourceTypequery, calculated, none, m, entity, policyRange, calculationGroup, inferredSource type
RelationshipcrossFilteringBehavioroneDirection, bothDirections, automaticCross-filter direction
RelationshipsecurityFilteringBehavioroneDirection, bothDirections, noneRLS filter direction
RelationshipfromCardinality / toCardinalitynone, one, manyCardinality ends
RelationshipisActive(flag, no value)Active relationship
RolemodelPermissionnone, read, readRefresh, refresh, administratorRole permission level
ModeldiscourageImplicitMeasures(flag, no value)Disables implicit measures
ModeldefaultPowerBIDataSourceVersionpowerBI_V1, powerBI_V2, powerBI_V3PBI data source version
ModeldirectLakeBehaviorautomatic, directLakeOnly, directQueryOnlyDirect Lake mode
AlllineageTagGUIDUnique identifier, do not change existing values

Indentation Depth Summary

Rule: a multi-line DAX body is always 2 levels deeper than its enclosing object declaration.

ContextDepthTabs
Top-level declaration (table, relationship, expression)00
Table properties, column/measure/hierarchy declarations11
Column/measure properties, hierarchy levels22
DAX body for measure/column declared at depth 1 (inside table)33
Level properties33
DAX body for top-level function declared at depth 022
calculationItem inside calculationGroup (depth 1)22
DAX body for calculationItem at depth 244

Additional Resources

Reference Files

  • `references/object-properties.md` - Complete property reference for all 30+ TMDL object types with valid enum values for every property type (dataType, summarizeBy, modeType, crossFilteringBehavior, etc.)
  • `references/column-properties.md` - Column-specific property guide with summarizeBy rules, formatString patterns, PBI_FormatHint behavior
  • `references/naming-conventions.md` - SQLBI naming conventions, display folder conventions, measure table conventions, and calculation group naming
  • `references/bim-to-tmdl.md` - Converting between model.bim (TMSL) and definition/ (TMDL) via Tabular Editor CLI or TOM TmdlSerializer
  • `references/tmdl-file-examples.md` - Complete examples for every TMDL file type (model, database, expressions, relationships, roles, perspectives, tables, cultures) including backtick-enclosed expressions, field parameters, calculation groups, and date tables

Fetching Docs

To retrieve current TMDL reference docs, use microsoft_docs_search + microsoft_docs_fetch (MCP) if available, otherwise mslearn search + mslearn fetch (CLI). Search based on the user's request and run multiple searches as needed to ensure sufficient context before proceeding.

Example Model

  • `examples/SpaceParts.SemanticModel/` -- Complete real-world TMDL model (SpaceParts) with 40 tables, 152 measures, 8 calculation groups, 8 RLS roles, 2 perspectives, DAX UDFs (functions.tmdl), shared M expressions, relationships, and cultures. Covers every TMDL file type. Key files to study:
  • definition/functions.tmdl -- DAX user-defined functions with parameters, types, and multi-line expressions
  • definition/tables/Z04CG1 - Time Intelligence.tmdl -- Calculation group with triple-backtick DAX
  • definition/tables/__Measures.tmdl -- Measures table with calculation group references
  • definition/tables/Invoices.tmdl -- Large fact table (51 measures, 18 columns)
  • definition/tables/Date.tmdl -- Calculated date table with 42 columns
  • definition/roles/Account Managers.tmdl -- RLS role with DAX filter expression
  • definition/relationships.tmdl -- 27 relationships including inactive
  • definition/expressions.tmdl -- Shared M/Power Query expressions and parameters
  • definition/perspectives/Measure Selection.tmdl -- Perspective definition

External References

← v1.0.0All versions