Powerbi Report CLI
MicrosoftOfficialPublished by Microsoft
- Skill
- Tool integration
- Data and AI
- MIT
- Low risk
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
Download the skill as a ZIP:
https://mp-staging.autogineer.com/agent-skills/microsoft/powerbi-report-cli/downloadUnzip 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.comcall must carryx-ms-fabric-skill: powerbi-report-cli(az rest:--headers "x-ms-fabric-skill=powerbi-report-cli"), including every LRO poll,fabric_lroand retry. Snippets omit it — add it anyway.
CRITICAL NOTES
To find workspace details, including its ID, from a workspace name: list all workspaces, then use JMESPath filtering.
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.
Use
powerbi-report-clifor 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 tofabriciq.
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
| Mode | Use when the request... | Existing route examples | Read first |
|---|---|---|---|
planning | creates a new report/dashboard and needs requirements, model/dependency inspection, scope, a page plan, and approval before implementation | create a report, build a dashboard, create from a semantic model, plan then implement, walk me through creating a report | references/planning.md, then references/planning-part-02.md |
design | decides what a report should look like: tone, signature, page archetype, chart type, layout, color, typography, theme direction, accessibility, brand application, redesign, or critique | design a Power BI report, make the dashboard professional, choose a chart, apply a brand, redesign the report, create a design brief | references/design.md |
authoring | reads or edits local PBIR/PBIP files, validates them, previews the report, or captures screenshots | edit PBIR, create/add a report page or visual, format a visual, add filters/slicers/bookmarks/themes, validate PBIR, preview/reload/screenshot in Desktop or service | references/authoring.md |
management | moves a report definition to or from Fabric or manages the workspace report item | publish/upload/download PBIR or PBIP, list reports, get/update/delete a report, rebind a report | references/management.md |
Mode Boundary Rules
Classify by intent, not by which file or tool is already open.
designdecides what the report should look like;authoringwrites the PBIR that realizes it. Choosing a chart type isdesign; encoding it intovisual.jsonisauthoring.Restyling or reformatting an existing local report is
authoring, even when the request uses design language. Usedesignwhen the user wants advice or a design contract rather than a file change.authoringchanges local files and performs preview/validation. It does not publish to Fabric.managementtransports definitions and manages Fabric report items. It does not invent or directly author PBIR content.planningowns the guided requirements-to-approval flow for a new report. A focused edit to an existing report goes directly toauthoring.
A greenfield request can span modes in this order:
planning -> design -> authoring -> managementHandle 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_pendingand keepplanningas the only active mode. In this phase, do not loadauthoringormanagement, 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
| Mode | Completion requirement |
|---|---|
planning | Persist _brief/report-spec.md or the user-named equivalent, ask for explicit approval, and stop before implementation. |
design | Produce 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. |
authoring | Persist 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. |
management | Complete 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>.mdend 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
planningmode, also readreferences/planning-part-02.mdbefore 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-authorCLI 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
planningordesign.Publishing from
authoring, or authoring PBIR content frommanagement.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 request | Mode |
|---|---|
| "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:
| Mode | Preserved route phrases |
|---|---|
planning | create 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 |
design | design Power BI report; make dashboard look professional; choose chart type; apply brand to report; redesign report; create design brief; Power BI report design archetype |
authoring | edit 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 |
management | upload 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
- ATTRIBUTION.mdAdded by AutoGineer881 B
- LICENSELicence file added by AutoGineer1.1 KiB
- SKILL.md16.1 KiB
- apm.yml642 B
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- references/authoring/conditional-formatting-part-02.md13.5 KiB
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- references/authoring/powerbi-desktop.md2.4 KiB
- references/authoring/powerbi-report-author-cli-part-02.md3.2 KiB
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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
totalslotColumn 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:
| Function | Meaning |
|---|---|
| 3 | Min |
| 4 | Max |
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.
matchingOption | Meaning |
|---|---|
| 0 | All data points including totals |
| 1 | Values 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 inValues. 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),Valuesis 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 matrixValues, wrap it in anAggregation(e.g.Function: 3= Min) or expose it as a measure; the raw column may otherwise be placed in matrixRows/Columns(grouping roles).An ImageUrl measure is a value, not a grouping field — it must go in
Valuesonly. Placing a measure inRows/Columnsfails 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 (tableValues, or matrixRows/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" } } }
}
}]| Property | Default | Notes |
|---|---|---|
imageHeight | 75 | Height 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:
| Symptom | Cause | Fix |
|---|---|---|
| Cells show URL text, not images | Field is not dataCategory: ImageUrl | Set the Image URL data category on the field in the semantic model |
| Blank / broken image | URL invalid, not public, or not a direct image link | Use absolute, publicly reachable image-file URLs (HTTPS) |
| Images too small / cropped | Default imageHeight (75) too small or imageWidth forcing distortion | Set grid.imageHeight; omit imageWidth to keep aspect ratio |
| Screen reader reads the URL | No alt text bound | Add accessibility.altTextColumns for the image column |
| "Total" appears instead of an image | Grand-total row of an image column | Expected; 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:
matchingOption | Name | Targets |
|---|---|---|
1 | InstancesOnly | Data cells only (default for tableEx / pivotTable; excludes totals) |
0 | InstancesAndTotals | Data cells and total / subtotal cells |
2 | TotalsOnly | Total / subtotal cells only |
Use
matchingOption: 1(the default) for ordinary cell formatting; use0or2to extend or restrict a rule to totals — honored only on thetableEx/pivotTablevisuals.A value rule with
matchingOption: 1does not color totals; add a second rule (or switch to0) if totals must match.On a matrix, the
totalobject'sfontColoris itself a CF slot (behaves likevalues.fontColor). Static total colors userowTotal/columnTotal(andsubTotals) — see table.md § Table/Matrix Formatting Regions (seetable.md, sectiontablematrix-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.fillis the direct full-series line-color target.With a Category-role selector on a single-series non-combo chart,
dataPoint.fillis also the per-category marker-color target. It supports gradients, rules, and field-value colors. SetlineStyles.strokeColorindependently when the line must remain static.lineStyles.strokeColoris the per-category line-segment target for a single non-combo line series.lineStyles.markerColorsupports static marker styling. Omit it when using per-category marker colors throughdataPoint.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: truemakes the legend symbol follow the line rather than the marker.seriesLabels.seriesMatchColor: truemakes end-of-line series labels follow the series color.lineStyles.areaMatchStrokeColor: truemakes shaded area follow the conditionally formatted line.
Avoid:
Do not place per-category marker conditional formatting in
lineStyles.markerColor; use Category-scopeddataPoint.fill.Do not set
lineStyles.markerColoralongside Category-scopeddataPoint.fill, because the explicit marker color overrides the per-category colors.Do not use
dataViewWildcardfor 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:
Create one text measure or column that returns a color for the current category.
Apply that same field-value expression to each visual's direct color target.
Keep the category/legend field consistent across visuals.
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