Generated banner for Powerbi Report CLI
Generated logo for Powerbi Report CLI

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://mp-staging.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/conditional-formatting-part-07.md

Conditional Formatting Patterns - Part 7

Contents

  • Type 6: Field-Driven Color

    • Contract

    • Aggregation Function values

    • Selector

    • Applies to tables and matrices

    • Chart field-value color

  • Type 7: Image Field Values

  • Totals, subtotals, and the matrix total slot

  • Column width — not conditionally formattable

  • Chart color inheritance

    • Line, marker, legend, and series-label consistency

    • Category consistency across visuals

    • Line segment limitation

Continuation of conditional-formatting.md. Open this file directly from the skill reference index.

Type 6: Field-Driven Color

Colors a property using hex values stored in a data column. There is no special fieldValue property — this is a pattern of placing an Aggregation expression (referencing a color column) inside any standard color property slot (backColor, fontColor, foreColor, etc.).

Contract
{
  "properties": {
    "backColor": {
      "solid": {
        "color": {
          "expr": {
            "Aggregation": {
              "Expression": {
                "Column": {
                  "Expression": { "SourceRef": { "Entity": "Colors" } },
                  "Property": "Color"
                }
              },
              "Function": 3
            }
          }
        }
      }
    }
  },
  "selector": {
    "data": [{ "dataViewWildcard": { "matchingOption": 1 } }],
    "metadata": "Sum(OrderBreakdown.Sales)"
  }
}
Aggregation Function values

A color source column is wrapped in Aggregation with Min (3) or Max (4) — a text/color column has no numeric Sum/Average:

FunctionMeaning
3Min
4Max

See Aggregation: columns vs. measures for the full Function enum and the measure-vs-column rule (a color-returning measure is referenced directly, with no Aggregation wrapper).

Selector

The metadata queryRef targets the column being colored (the measure or column whose cells receive the color), not the color source column.

matchingOptionMeaning
0All data points including totals
1Values only (excludes totals)
Applies to tables and matrices

Works with backColor and fontColor. The color source column must contain valid color strings such as #FF6B35 — see Color value results (hex) for the accepted forms and the #RRGGBBAA caveat.

Chart field-value color

For charts, place a color-returning Measure or aggregated text Column expression in the supported chart color property. Choose the instance, category-role, or series-role selector that matches what the color repeats over; do not default every chart to one wildcard shape.

For a single-series non-combo line chart whose markers should vary by category, use this pattern and do not also set lineStyles.markerColor:

"dataPoint": [
  {
    "properties": {
      "fill": {
        "solid": {
          "color": {
            "expr": {
              "Measure": {
                "Expression": {
                  "SourceRef": { "Entity": "Sales" }
                },
                "Property": "Marker Color"
              }
            }
          }
        }
      }
    },
    "selector": {
      "data": [{ "roles": ["Category"] }]
    }
  }
]

When only markers should vary, add a static lineStyles.strokeColor. When segments and markers should match, apply the same conditional source to lineStyles.strokeColor and dataPoint.fill.

The measure must return a supported color value: hex, CSS color name, RGB/RGBA, HSL/HSLA, or a report-theme color name. Prefer a text-typed DAX measure. Calculation groups or mixed return types can make the measure variant typed and prevent field-value formatting from rendering.

For a color column, use an Aggregation expression with Function: 3 (Min) or Function: 4 (Max), matching the table/matrix pattern. Replace dataPoint.fill with another supported direct target from the chart capability matrix as needed.

Type 7: Image Field Values

Renders images inside table/matrix cells from a field of image URLs — the "Field value" style of conditional formatting (the output is driven by the data, like Type 6: Field-Driven Color). Unlike color/icon CF, there is no objects rule to author: image rendering is enabled by the field's Data Category. Any field whose Data Category is "Image URL" (TMDL dataCategory: ImageUrl) is rendered as an <img> in every data cell. Two supporting objects refine the result — grid (size) and accessibility.altTextColumns (alt text).

For standalone image visuals (an image on the canvas, not a cell) see image.md (see image.md).

Prerequisite — the field must be Image URL data-category. Inspect the TMDL first:

  • Field has dataCategory: ImageUrl → place it in the visual; cells render as images automatically.

  • Field lacks the category → cells render the raw URL text. Warn the user; offer to use an ImageUrl field or set the category on a column/measure holding valid image URLs.

  • URLs must be valid, publicly reachable image URLs (HTTPS preferred). Invalid URLs render blank / broken.

Column vs measure placement:

  • In a table (tableEx), an ImageUrl column goes in Values. Its grand-total cell is blank (no image) — a column has no value at the total grain. The word "Total" appears only in the visual's first / left-most (row-label) column, not in the image column itself.

  • In a matrix (pivotTable), Values is a measure-only role: a raw column there fails validation (PBIR_ROLE_KIND_MISMATCH, "use Measure or Aggregation"). To show a column's images in matrix Values, wrap it in an Aggregation (e.g. Function: 3 = Min) or expose it as a measure; the raw column may otherwise be placed in matrix Rows / Columns (grouping roles).

  • An ImageUrl measure is a value, not a grouping field — it must go in Values only. Placing a measure in Rows / Columns fails validation (PBIR_ROLE_KIND_MISMATCH, grouping-only role).

  • Total-cell rule: anything that returns a URL in every context — a measure, or an Aggregation-wrapped column in matrix Values — renders the image in its total cell. A plain column (table Values, or matrix Rows / Columns) renders no image at the total: its own total cell is blank, and the word "Total" shows only in the visual's first / row-label column, because a column has no value at the total grain.

Image size — grid.imageHeight / grid.imageWidth (shared by all image columns in the visual):

"grid": [{
  "properties": {
    "imageHeight": { "expr": { "Literal": { "Value": "75D" } } },
    "imageWidth": { "expr": { "Literal": { "Value": "120D" } } }
  }
}]
PropertyDefaultNotes
imageHeight75Height in px for image cells
imageWidth(auto)Width in px; omit to preserve the source aspect ratio. imageHeight is always honored.

Alt text — accessibility.altTextColumns. Bind a text field or measure per image column (same field-value shape as Type 6: Field-Driven Color), metadata = the image field's projection queryRef, matchingOption: 0 (InstancesAndTotals). The queryRef matches how the image is projected: a plain column → Table.Column; an Aggregation-wrapped column in matrix Values → Min(Table.Column); a measure → Table.Measure. Alt text works for image fields bound to Rows / Columns / Values:

{
  "properties": {
    "altTextColumns": {
      "expr": {
        "Aggregation": {
          "Expression": { "Column": { "Expression": { "SourceRef": { "Entity": "Products" } }, "Property": "ProductName" } },
          "Function": 3
        }
      }
    }
  },
  "selector": {
    "data": [{ "dataViewWildcard": { "matchingOption": 0 } }],
    "metadata": "Products.ImageUrl"
  }
}

Clickable images. Pair an image column with a webURL rule (Type 5) or place it in a Web URL data-category column to make the rendered image a link. A Web URL data-category value on the same cell is not double-linked (phishing guard).

Image diagnostics:

SymptomCauseFix
Cells show URL text, not imagesField is not dataCategory: ImageUrlSet the Image URL data category on the field in the semantic model
Blank / broken imageURL invalid, not public, or not a direct image linkUse absolute, publicly reachable image-file URLs (HTTPS)
Images too small / croppedDefault imageHeight (75) too small or imageWidth forcing distortionSet grid.imageHeight; omit imageWidth to keep aspect ratio
Screen reader reads the URLNo alt text boundAdd accessibility.altTextColumns for the image column
"Total" appears instead of an imageGrand-total row of an image columnExpected; use an image measure if the total should show an image

Totals, subtotals, and the matrix total slot

The data selector's dataViewWildcard.matchingOption controls which cells a value rule (backColor, fontColor, icon, webURL) targets:

matchingOptionNameTargets
1InstancesOnlyData cells only (default for tableEx / pivotTable; excludes totals)
0InstancesAndTotalsData cells and total / subtotal cells
2TotalsOnlyTotal / subtotal cells only
  • Use matchingOption: 1 (the default) for ordinary cell formatting; use 0 or 2 to extend or restrict a rule to totals — honored only on the tableEx / pivotTable visuals.

  • A value rule with matchingOption: 1 does not color totals; add a second rule (or switch to 0) if totals must match.

  • On a matrix, the total object's fontColor is itself a CF slot (behaves like values.fontColor). Static total colors use rowTotal / columnTotal (and subTotals) — see table.md § Table/Matrix Formatting Regions (see table.md, section tablematrix-formatting-regions).

Column width — not conditionally formattable

Power BI has no conditional/measure-driven column width. Width is a static layout value, not a CF target — there is no fx ("Format by field value" / rules / gradient) entry for width on tableEx or pivotTable, and it does not belong with the seven CF types above. powerbi-report-author validate rejects a data-bound expression placed in columnWidth.value.

For the supported static per-column width shape and alternatives, see table.md § Column width (static) (see table.md, section column-width-static). To convey magnitude inside a fixed-width column, use a data bar.

Chart color inheritance

Do not duplicate a conditional expression when the visual can inherit the conditionally formatted series color.

Line, marker, legend, and series-label consistency

For line/area charts:

  • dataPoint.fill is the direct full-series line-color target.

  • With a Category-role selector on a single-series non-combo chart, dataPoint.fill is also the per-category marker-color target. It supports gradients, rules, and field-value colors. Set lineStyles.strokeColor independently when the line must remain static.

  • lineStyles.strokeColor is the per-category line-segment target for a single non-combo line series.

  • lineStyles.markerColor supports static marker styling. Omit it when using per-category marker colors through dataPoint.fill.

  • If markers should follow one conditionally formatted full-series line color, omit separate marker formatting and use the visual's match/inherit behavior.

  • legend.matchLineColor: true makes the legend symbol follow the line rather than the marker.

  • seriesLabels.seriesMatchColor: true makes end-of-line series labels follow the series color.

  • lineStyles.areaMatchStrokeColor: true makes shaded area follow the conditionally formatted line.

Avoid:

  • Do not place per-category marker conditional formatting in lineStyles.markerColor; use Category-scoped dataPoint.fill.

  • Do not set lineStyles.markerColor alongside Category-scoped dataPoint.fill, because the explicit marker color overrides the per-category colors.

  • Do not use dataViewWildcard for per-category markers; use { "data": [{ "roles": ["Category"] }] }.

  • Do not apply the per-category marker pattern to combo charts, multiple Y measures, or charts with a categorical legend.

"legend": [
  {
    "properties": {
      "matchLineColor": {
        "expr": { "Literal": { "Value": "true" } }
      }
    }
  }
],
"seriesLabels": [
  {
    "properties": {
      "seriesMatchColor": {
        "expr": { "Literal": { "Value": "true" } }
      }
    }
  }
],
"lineStyles": [
  {
    "properties": {
      "areaMatchStrokeColor": {
        "expr": { "Literal": { "Value": "true" } }
      }
    }
  }
]

The legend's labelColor property controls legend text, not category identity. Do not apply a second conditional rule to legend.labelColor to synchronize categories.

Category consistency across visuals

To keep the same category color across bar/column, line, pie/donut, and treemap visuals:

  1. Create one text measure or column that returns a color for the current category.

  2. Apply that same field-value expression to each visual's direct color target.

  3. Keep the category/legend field consistent across visuals.

  4. Let each visual's legend symbol inherit the resulting data or series color.

This is data-driven category consistency. Static per-measure colors use metadata selectors instead; see color-strategy.md (see color-strategy.md, section pattern-cross-visual-measure-color-consistency).

Line segment limitation

Conditional line-segment coloring applies to a single line series and uses a category-role selector:

"selector": {
  "data": [{ "roles": ["Category"] }]
}

Adding a categorical legend creates multiple line series and disables segment formatting. With multiple series, author full-series color on dataPoint.fill with the series-role selector:

"selector": {
  "data": [{ "roles": ["Series"] }],
  "hierarchyMatching": 1
}

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

AutoGineer is not affiliated with or endorsed by Microsoft.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download powerbi-report-cli.zip