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Powerbi Report CLI

MicrosoftOfficialPublished by Microsoft

  • Skill
  • Tool integration
  • Data and AI
  • MIT
  • Low risk

From the author

Plan, design, author, preview, publish, and manage Power BI reports across requirements, page design, local PBIR/PBIP edits, validation, screenshots, Fabric upload/download, and rebinding. Use for report lifecycle work; use semantic-model-authoring for model or DAX changes and fabriciq for data questions. Triggers: plan Power BI report, design report page, edit PBIR, preview PBIP, publish report, rebind report
— the description by Microsoft

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

The powerbi-report-cli skill provides a structured, mode-based framework for managing the entire Power BI report lifecycle. It acts as a dispatcher across four distinct phases: planning (requirements and scope), design (visual and layout strategy), authoring (local PBIR/PBIP file manipulation and validation), and management (Fabric item transport and rebinding). The skill enforces strict boundaries between these modes to ensure quality, requiring explicit approval for new reports and utilizing a dedicated CLI for metadata-driven validation and authoring tasks.

What it does

  • Guides users through report requirements, scope, and page planning.
  • Provides design contracts for visual archetypes, layouts, and branding.
  • Enables local editing, validation, and previewing of PBIR and PBIP files.
  • Handles report item transport to and from Microsoft Fabric.
  • Supports re-theming, conditional formatting, and visual configuration.
  • Enforces a mandatory approval gate for greenfield report development.

When to use it

  • When planning a new Power BI report from a semantic model.
  • When you need to define a professional design brief or layout strategy.
  • When editing local PBIR/PBIP files, including visuals, filters, and themes.
  • When validating report structure and formatting before deployment.
  • When publishing or managing report items within a Fabric workspace.

Advantages

  • Ensures consistent report quality through a structured, multi-mode workflow.
  • Prevents premature publishing by enforcing a mandatory approval barrier.
  • Uses a dedicated CLI to eliminate guesswork in PBIR schema and property editing.
  • Maintains clear separation between design intent and technical implementation.
  • Provides robust validation tools to catch errors before Fabric deployment.

Usage examples

“Create a new executive report from this semantic model.”
The agent enters planning mode, inspects the model, generates a report spec, and requests user approval before proceeding.
“Design an operational page and choose the right charts.”
The agent enters design mode, produces a design brief with page archetypes and chart recommendations.
“Add a KPI page to this PBIP, validate it, and take screenshots.”
The agent enters authoring mode, modifies the local PBIP files, runs validation, and captures screenshots for review.
“Publish this local PBIP to my Fabric workspace and rebind it.”
The agent enters management mode, performs the upload to Fabric, and completes the rebind operation.

Install

  1. Download the skill as a ZIP:

    https://autogineer.com/agent-skills/microsoft/powerbi-report-cli/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip powerbi-report-cli.zip -d .agents/skills

Documentation by Microsoft

Telemetry — MANDATORY. Every api.fabric.microsoft.com call must carry x-ms-fabric-skill: powerbi-report-cli (az rest: --headers "x-ms-fabric-skill=powerbi-report-cli"), including every LRO poll, fabric_lro and retry. Snippets omit it — add it anyway.

CRITICAL NOTES

  1. To find workspace details, including its ID, from a workspace name: list all workspaces, then use JMESPath filtering.

  2. To find item details, including its ID, from a workspace ID, item type, and item name: list all items of that type in that workspace, then use JMESPath filtering.

  3. Use powerbi-report-cli for the report artifact: requirements, design, PBIR/PBIP page and visual edits, preview, and publishing. Semantic model, measure, and DAX work belongs to a semantic-model skill. Natural-language questions about report data belong to fabriciq.

Power BI Reports - CLI Skill

This skill owns the Power BI report lifecycle end to end: requirements and scope, visual design, local PBIR/PBIP authoring and preview, and report-item transport to and from Microsoft Fabric.

It is a mode dispatcher and intentionally contains no detailed procedures. Select the mode that matches the request, then read the matching mode reference end to end before acting. The mode file holds the required workflow, commands, payloads, templates, and failure rules.

Mode Selection

ModeUse when the request...Existing route examplesRead first
planningcreates a new report/dashboard and needs requirements, model/dependency inspection, scope, a page plan, and approval before implementationcreate a report, build a dashboard, create from a semantic model, plan then implement, walk me through creating a reportreferences/planning.md, then references/planning-part-02.md
designdecides what a report should look like: tone, signature, page archetype, chart type, layout, color, typography, theme direction, accessibility, brand application, redesign, or critiquedesign a Power BI report, make the dashboard professional, choose a chart, apply a brand, redesign the report, create a design briefreferences/design.md
authoringreads or edits local PBIR/PBIP files, validates them, previews the report, or captures screenshotsedit PBIR, create/add a report page or visual, format a visual, add filters/slicers/bookmarks/themes, validate PBIR, preview/reload/screenshot in Desktop or servicereferences/authoring.md
managementmoves a report definition to or from Fabric or manages the workspace report itempublish/upload/download PBIR or PBIP, list reports, get/update/delete a report, rebind a reportreferences/management.md

Mode Boundary Rules

  • Classify by intent, not by which file or tool is already open.

  • design decides what the report should look like; authoring writes the PBIR that realizes it. Choosing a chart type is design; encoding it into visual.json is authoring.

  • Restyling or reformatting an existing local report is authoring, even when the request uses design language. Use design when the user wants advice or a design contract rather than a file change.

  • authoring changes local files and performs preview/validation. It does not publish to Fabric.

  • management transports definitions and manages Fabric report items. It does not invent or directly author PBIR content.

  • planning owns the guided requirements-to-approval flow for a new report. A focused edit to an existing report goes directly to authoring.

A greenfield request can span modes in this order:

planning -> design -> authoring -> management

Handle one mode at a time. Announce each switch and read the new mode reference before starting that part. The planning approval gate is a turn boundary: never build or publish until the user explicitly approves the locked spec in a later reply.

GREENFIELD APPROVAL BARRIER — MANDATORY. When a new-report request asks to plan, build, and/or publish but the user has not approved a locked spec in a prior reply, set the current phase to approval_pending and keep planning as the only active mode. In this phase, do not load authoring or management, edit/scaffold PBIR or semantic-model files, generate synthetic data, call Fabric write APIs, or publish. Persist _brief/report-spec.md, ask for explicit approval, and end the turn. The build/publish wording in the original request is desired future scope, not approval to cross this barrier.

Required Deliverable by Mode

ModeCompletion requirement
planningPersist _brief/report-spec.md or the user-named equivalent, ask for explicit approval, and stop before implementation.
designProduce the complete Design Brief: contract, including design_identity and a page archetype/layout contract for every page. Do not edit PBIR or call Fabric APIs.
authoringPersist the requested PBIR/PBIP changes, validate each logical batch, then complete the selected preview and screenshot-review workflow required by the authoring reference. Do not publish.
managementComplete the requested Fabric report operation, including LRO polling and documented readback verification.

Rules

MUST
  • Select the narrowest mode that fully covers the current request.

  • Read references/<mode>.md end to end before the first command or file edit in that mode. When an already-loaded mode explicitly routes one narrow cross-mode operation to a named topic reference, treat that topic reference as the complete handoff; do not load the target mode's umbrella file unless the work expands beyond that operation.

  • In planning mode, also read references/planning-part-02.md before producing _brief/report-spec.md; it contains the required canonical design contract and approval checks.

  • Across a multi-turn task, retain a compact working state containing resolved workspace/item/model IDs, local and downloaded paths, and references already read. Reuse it in later turns unless the user explicitly requests a fresh query or the preceding operation invalidated a value.

  • Preserve every argument and safety boundary documented by the selected mode.

  • Announce and perform an explicit mode switch when the request crosses a boundary.

  • Use the powerbi-report-author CLI metadata and validation surfaces instead of guessing PBIR schemas, roles, formatting properties, selectors, or enum values.

  • Keep local edits local unless the user explicitly requests publishing.

  • Resolve Fabric workspace and item IDs by listing and filtering rather than guessing identifiers.

  • Produce the artifact the user requested; reading or summarizing a reference is not task completion.

PREFER
  • Infer facts already present in the prompt, semantic model, existing PBIP, or prior approved spec instead of asking again.

  • Load only the selected mode and its directly relevant topic references.

  • Reuse reference guidance already loaded in the current task. Open a new reference only when the requested operation or an observed mismatch requires it.

  • Preserve the user's existing project structure, schemas, host, operation, binding, and delivery target unless the selected mode explicitly requires a change.

AVOID
  • Acting from this dispatcher without reading the selected mode reference.

  • Reloading this dispatcher, a mode file, or a topic reference already read in the current task solely because the conversation advanced to a later turn.

  • Loading a retired sibling skill name; planning, design, authoring, and management are modes of this skill.

  • Editing PBIR or calling Fabric APIs in planning or design.

  • Publishing from authoring, or authoring PBIR content from management.

  • Bypassing the planning approval gate because the original request also asked to build or publish.

<!-- BEGIN GENERATED REFERENCE INDEX -->

Complete Reference Index

Open every relevant reference directly from this index. Files named part-XX continue the named topic.

Authoring
Design
Mode Guides

<!-- END GENERATED REFERENCE INDEX -->

Examples

User requestMode
"Create a new executive report from this semantic model."planning
"Design an operational page and choose the right charts."design
"Add a KPI page to this PBIP, validate it, and take screenshots."authoring
"Publish this local PBIP to my Fabric workspace and rebind it."management

Route Compatibility

The merged skill preserves the four previous route surfaces. Treat the following phrases as explicit aliases for the corresponding mode:

ModePreserved route phrases
planningcreate a report; build a report; create a dashboard; create a new report from scratch; create a report from a semantic model or dataset link; build a report for this model; make me a dashboard; plan then implement; walk me through creating a report
designdesign Power BI report; make dashboard look professional; choose chart type; apply brand to report; redesign report; create design brief; Power BI report design archetype
authoringedit PBIR; create Power BI report page; add visual to PBIP; format report visual; validate Power BI report; preview Power BI report; Power BI Desktop preview status; preview report in service; preview report in browser; screenshot report page; screenshot all report pages; list preview hosts; implement dashboard in PBIP; add dashboard visuals to report; implement an approved PBIP report spec; edit PBIR pages/visuals; edit a Power BI report
managementupload PBIR report definition; upload Power BI report; download PBIR definition; publish PBIR definition; publish Power BI report to Fabric; manage Power BI reports; list workspace reports

Files

references/authoring/slicers.md

Slicer Authoring Guide

Contents

  • Recommended Defaults

    • Slicer Template

    • Values projection count

    • Sizing

    • Fill variant

Always read first when adding/modifying slicers or slicer selections. For expression reference, see references/authoring/expressions.md

Slicers provide interactive filtering. This guide covers creation, formatting defaults, and selection configuration for all slicer types.

  • Slicer Authoring Guide

    • Recommended Defaults

      • Slicer Template

      • Sizing

      • Fill variant

      • Calendar Date Picker Templates (continued in slicers-part-02.md)

      • Date Between Slicer Template (continued in slicers-part-02.md)

    • Add/Modify a Slicer (continued in slicers-part-02.md)

      • Slicer types (continued in slicers-part-02.md)

      • Setting slicer selections (continued in slicers-part-02.md)

    • Slicer Sync Groups (continued in slicers-part-02.md)

    • Theme Approach (continued in slicers-part-02.md)

    • Discovering Properties (continued in slicers-part-02.md)

<a id="per-visual-vco-override-caveat"></a>

⚠️ Per-visual VCO override caveat: As soon as a slicer declares any visualContainerObjects entry (background, border, title, visualHeader, etc.), Power BI stops inheriting the theme's *.*.padding cascade for that visual and resets its inner padding to 0. The chrome (header label + dropdown box) then sits flush against the visual border — no breathing room — and the bottom row of an inline slicer can visibly clip even though the height formula said it would fit.

Fix: every slicer that sets any per-visual VCO must also declare a padding VCO explicitly — the bug is omitting padding, not the value itself. Use the theme's 8/8/8/8 for normal slicers, or 0/0/0/0 for the fill variant (where the white background must reach the container edges). Recompute h via the Sizing formula whenever the value changes. The base template below already includes padding — keep it even if you remove other VCOs.


Three slicer visual types exist in PBIR, each with different query roles and capabilities:

  • slicer — supports data.mode (Dropdown, Basic, Between, Single, etc.)

  • listSlicer — scrollable list with tooltips and hierarchy support

  • advancedSlicerVisual — tile/button layout, single field only

Before changing a slicer's data.mode, position.height, font size, padding, background/border VCO, or theme chrome, re-run the sizing rules in this file. Do not fix clipping by shrinking to h=48 or 8pt text; resize the slicer and its reserved band/rail instead.

Slicer Template

All slicer types share this base structure. Adapt visualType, query roles, and data.mode per type (see Slicer types (continued in slicers-part-02.md) below).

height value below: derived from 60 + top_padding + bottom_padding snapped to 8px (see Sizing). The 80 shown matches the skill's default theme padding (*.*.padding = 8/8). If your theme uses zero padding, drop to 64; if it uses 10/10 (common in dark/card forks), keep 80 (still fits, since 60+20=80 lands on the grid).

{
  "$schema": "https://developer.microsoft.com/json-schemas/fabric/item/report/definition/visualContainer/2.9.0/schema.json",
  "name": "<unique-id>",
  "position": { "x": 24, "y": 72, "z": 1000, "height": 80, "width": 160, "tabOrder": 1000 },
  "visual": {
    "visualType": "slicer",
    "query": {
      "queryState": {
        "Values": {
          "projections": [{
            "field": { "Column": { "Expression": { "SourceRef": { "Entity": "<table>" } }, "Property": "<column>" } },
            "queryRef": "<table>.<column>",
            "nativeQueryRef": "<column>"
          }]
        }
      }
    },
    "objects": {
      "data": [{ "properties": { "mode": { "expr": { "Literal": { "Value": "'Dropdown'" } } } } }],
      "header": [{ "properties": {
        "show": { "expr": { "Literal": { "Value": "true" } } },
        "text": { "expr": { "Literal": { "Value": "'<Display Name>'" } } }
      }}]
    },
    "visualContainerObjects": {
      "padding": [{ "properties": {
        "top":    { "expr": { "Literal": { "Value": "8D" } } },
        "bottom": { "expr": { "Literal": { "Value": "8D" } } },
        "left":   { "expr": { "Literal": { "Value": "8D" } } },
        "right":  { "expr": { "Literal": { "Value": "8D" } } }
      }}]
    }
  }
}

Why padding is in the template even though no other VCOs are set yet: the moment you add any VCO (background, border, title.show=false, visualHeader.show=false, etc.) Power BI drops the theme *.*.padding cascade for that visual and zeros it. Keeping padding always-on makes the template safe to extend without re-introducing the bug. If your theme uses a different default (e.g. 10/10/10/10 in dark forks), match that value here and resize h per the formula in Sizing.

Rules applied to ListSlicer (default for list slicer requests):

  1. visualType is listSlicer.

  2. ONLY "Values" and "Tooltips" allowed under queryState. "Values" only allow Column or Hierarchy Expressions. "Tooltips" only allow Measure or Aggregation Expressions.

Rules applied to ButtonSlicer (default for tile slicer requests):

  1. visualType is advancedSlicerVisual.

  2. "Values" only allow one field with Column Expression. "Label" only allow one field with Measure or Aggregation Expression. "Tooltips" can have multiple fields with Aggregation Expressions.

Rules applied to Slicer (classic — default for all other slicer requests):

  1. visualType is slicer. To make it a list slicer, set the Value inside of the mode as 'Basic'. To make it a dropdown slicer, set it to 'Dropdown'.

  2. ONLY "Values" allowed under queryState and "Values" only allow Column/Hierarchy Expressions.

  3. "data" under "objects" only available for slicer.

Values projection count

The number of projections allowed in the Values role depends on the slicer type:

  • slicer, filterSlicer and listSlicer may have more than one projection in Values. Multiple fields make it a hierarchy slicer.

  • All other slicers (advancedSlicerVisual, textSlicer, and the single-field slicer modes Single, Between, Before, After, Relative, RelativeTime, RelativeDatePicker) must have exactly one projection in Values.

General rules applied to all slicers:

  1. Only slicer with Basic/Dropdown mode and listSlicer can be hierarchy slicers.

  2. The filter property under general in objects describes value selections.

  3. The expansionStates only available for hierarchy slicers and only needed when the slicer is expanded.

  4. identityKeys only defined on the first level of the hierarchy (the level whose nodes can be expanded to reveal children). Not defined on leaf levels. identityValues defined inside root.children[] only when a specific node has been toggled open (expanded)

  5. Adding a field to the Tooltips queryState role is necessary but not sufficient to show tooltips. You must also set visualContainerObjects.visualTooltip.show = true — the tooltip panel is off by default and the user will see nothing on hover without it:

    "visualContainerObjects": {
      "visualTooltip": [
        { "properties": { "show": { "expr": { "Literal": { "Value": "true" } } } } }
      ]
    }

With the theme applied, this template is complete for the light variant (border from theme, no fill). The theme handles header font, items font, border, and visual header.

Check header.text — if the field name from the model is already human-readable (e.g., "Weight Class"), no override needed. If it's raw like "weight_class_name", set header.text to a clean display name.

Sizing

Slicer height depends on the selected data.mode (or the visual type for listSlicer / advancedSlicerVisual). The wrong height is the most common cause of clipped items at the bottom of the visual — Power BI does not auto-grow the container and refuses to render partial rows, so the last item silently disappears when the math is off.

Width (mode-independent): 160px standard, 120px for short labels (Year, Stance), 216px for compact 'Between' date pickers (stacked dates).

No height/font shortcuts: if a slicer collides with the next row or clips on a dark/fill theme, increase the reserved band/rail and recompute h. Do not lower header/items/date text below 9pt or force h=48 to make the layout fit.

Height by mode:

Mode / visualTypeHeightNotes
slicer mode 'Dropdown'h = 60 + top_padding + bottom_padding, snap up to the next 8px. Worked values: zero padding → h=64; theme default 8/8 → h=80; dark-card 10/10 → h=80. The 60px chrome = header (~28px at 10pt Semibold) + dropdown selector field (~32px).Items render in a popup, not inline, so item count doesn't affect height. The padding stays outside the visible chrome — every padding pixel must be added to h. Verify the layout below the slicer leaves room for the new height (e.g. if a fork bumps padding from 8 to 10, recompute and shift the next-row visuals).
slicer mode 'Between'At w=216, dates stack vertically: h = 84 + top + bottom, snapped up to the next 8px. With 8/8 padding, use h=104.Desktop validation shows that w=216, h=80 clips the lower date input. Use a wider container only after screenshot validation confirms both dates render side-by-side.
slicer mode 'Before' / 'After'h = 60 + top + bottom, snapped up to the next 8px.These modes render one date bound.
slicer mode 'RelativeDatePicker'w >= 280, h >= 240, plus any outer layout space required by titles.Renders the calendar-style Date Picker. Use the same mode for default, fixed-range, and relative preselection. See Calendar Date Picker Templates (continued in slicers-part-02.md).
slicer mode 'Basic' / 'Single'Use the formula belowItems render inline; height must cover header + search box + every visible row.
listSlicerUse the formula belowSame inline-list behavior as Basic mode. Scrolls when items exceed available area, but the bottom row still clips if height < chrome + 1 row.
advancedSlicerVisual≥ 56px per tile row (add padding the same way)≤10 tiles; size by number of tile rows × tile height.

Inline-list height formula (Basic / Single / listSlicer):

height = top_padding + bottom_padding
       + header_height          (≈ 32px when header.show = true; 0 when hidden)
       + search_box_height      (≈ 32px when items > ~10; 0 otherwise)
       + (visible_items × row_height)
       + 8                      (safety margin — PBI rounds row heights and
                                  hides any partial row at the bottom)

Defaults you can plug in:

TermDefault value
top_padding + bottom_padding20px total when VCO padding is 10/10 (the value used by most fill/dark themes); 16px when VCO padding is left at the theme's * default of 8/8.
header_height32px at header.textSize = 10pt (the skill default). Add 4px per +1pt above 10pt.
row_height24px at items.textSize = 9pt with items.padding = 2. Add 4px per +1pt of items text size, and add 2 × items.padding per row for any padding above 2.
search_box_height32px when shown. Set searchBox.show = false to recover this space if the slicer has few items.

Worked example: any 5-item slicer with skill defaults (header 10pt, items 9pt, padding 2), VCO padding 10/10, header visible, search box visible → 20 + 32 + 32 + (5 × 24) + 8 = 212px. Round up to the 8px grid → 216px. The same slicer at h=56 (the chrome-only Dropdown minimum, before padding) will clip every item but the first.

⚠️ VCO padding eats item area, not chrome. Setting visualContainerObjects.padding to anything > 0 (common when adding a background or border) shrinks the inner content rect before PBI lays out the header/search/items. Always re-run the formula after changing padding. Any non-zero VCO padding (e.g. 10/10/10/10 used by many fill/dark themes) subtracts directly from the available item area.

⚠️ Theme-level *.* padding cascades to slicers. The most common source of slicer clipping is a theme that sets visualStyles."*"."*".padding (e.g. the skill's default base theme uses 8/8/8/8; many fork themes bump this to 10/10/10/10 for a more dramatic dark-card aesthetic). Every visual — including slicers — inherits it via the formatting cascade. Always size slicer h to match the theme padding: with theme padding 8/8, use h=80; with 10/10, use h=80 (snapped); with 0/0, use h=64. Re-run the formula above whenever you fork the base theme and change the global padding. Don't strip the padding from slicers as an escape — the breathing room around the header is part of the visual frame.

⚠️ Don't switch data.mode from 'Dropdown' to 'Basic' without resizing. The default 56px dropdown height fits exactly one inline row's worth of chrome — every row of data will be clipped. Always recalculate height when changing mode.

powerbi-report-author validate checks dropdown slicer height in two tiers: it emits PBIR_SLICER_HEIGHT_BELOW_FLOOR (error) when position.height is below the header-hidden floor (selector 32 + padding), where the selector itself would be clipped; and PBIR_SLICER_HEADER_MAY_CLIP (warning) when the height clears the selector floor but is below the full height that also reserves the header row (header 28 + selector 32 + padding), meaning Desktop may hide or clip the header. To inventory every slicer's mode and current height before resizing, run powerbi-report-author preview-visuals <path> and filter on visualType ∈ slicer / listSlicer / advancedSlicerVisual (both visualType and position are in the default output; --with-derived only adds hasFilters, hasFormatting, hasVCOs).

  • Snap all coordinates to the 8px grid (round the formula result up).

Fill variant

For the card-like white background (top strip placement), add VCO to the template. The explicit padding = 0/0/0/0 below is deliberate: the white background fill is only painted inside the VCO padding rect, so any non-zero padding leaves a transparent ring around the fill and the page background bleeds through, breaking the solid-card look. This 0 override is not a violation of the VCO override caveat — the caveat requires padding to be declared explicitly, not to match any specific value. When you use this variant, drop the dropdown template's h=80 to h=64 (60 + 0 + 0, snapped) so the chrome still fits.

"visualContainerObjects": {
  "background": [{ "properties": {
    "show": { "expr": { "Literal": { "Value": "true" } } },
    "color": { "solid": { "color": { "expr": { "Literal": { "Value": "'#FFFFFF'" } } } } },
    "transparency": { "expr": { "Literal": { "Value": "0D" } } }
  }}],
  "padding": [{ "properties": {
    "top": { "expr": { "Literal": { "Value": "0D" } } },
    "bottom": { "expr": { "Literal": { "Value": "0D" } } },
    "left": { "expr": { "Literal": { "Value": "0D" } } },
    "right": { "expr": { "Literal": { "Value": "0D" } } }
  }}]
}

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Security

What our scanner noticed· Low risk

  • Phrasing that asks for actions without confirmation
  • Instructions that use the network

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Published by
Microsoft
Publisher
Microsoft (Official)
Source
microsoft/skills-for-fabric · skills/powerbi-report-cli · commit f8fac11
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced
Also distributed in
microsoft/skills-for-fabric

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