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://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
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- apm.yml642 B
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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/design/design-brief-part-02.md
Design Brief Contract - Part 2
Contents
Page layout contract
Canvas
Grid regions
Space allocation and balance
Space allocation counterexamples
Header and slicer band
Placements
Date slicer example variants
Common region patterns
Executive Summary with inline slicers
Analytical Canvas with filter rail
Operational Monitor
Validation checklist
Continuation of design-brief.md. Open this file directly from the skill reference index.
Page layout contract
Each pages[] entry must include a layout_contract. Freeform wireframes or
Markdown descriptions may appear as explanation, but they are not authoritative
for geometry.
Canvas
| Field | Type | Description |
|---|---|---|
width | int | Canvas width in pixels. Greenfield reports default to 1920 (FHD) unless the user asks for another size. |
height | int | Canvas height in pixels. Greenfield reports default to 1080 (FHD) unless the user asks for another size. |
margin | int | Page edge margin in pixels; usually 32 on FHD (24 on 1280 x 720 brownfield pages). |
gutter | int | Minimum pixels between sibling visuals; usually 24 on FHD (16 on 1280 x 720 brownfield pages). |
snap | int | Coordinate snap grid; use 8. |
For brownfield work, preserve the existing canvas size unless the user approved
a resize. Tooltip pages may use a smaller canvas such as 320 x 240, but still
require the same region and placement checks.
Grid regions
Regions are named rectangular areas on a 12-column x 12-row grid. Coordinates
use [col_start, row_start, col_end, row_end], 1-indexed and end-exclusive. For
example, [1, 1, 13, 13] covers the full grid.
Rules:
Region names must describe page semantics:
header,filters,kpis,hero,detail,slicer_rail; neverr1orbox2.Regions must not overlap unless the overlap is intentional and non-data bearing, such as a background shape behind a group.
Every placement must reference a defined region.
Every coordinate must stay within
[1, 1, columns + 1, rows + 1].The authoring step converts regions to pixels and snaps all resulting
x,y,width, andheightvalues to thesnapgrid.
Space allocation and balance
The grid must account for the whole page, not just avoid overlaps. Empty regions and oversized heroes are common failure modes: they make reports look unfinished and leave important visuals too small to read.
Required rules:
Every region in
grid.regionsmust either have at least one placement or be deliberately named as non-data-bearing structure (spacer_*,bg_*,divider_*) and referenced by a non-data placement. Do not define emptyfooter,callout,detail, orlegendregions as placeholders.Include
space_auditunder every non-trivial page'slayout_contract. The audit forces the design step to count occupied space before handoff.Compute empty space against content cells: all grid cells minus reserved header/slicer band cells and minus justified filter-rail cells. For analytical, operational, and comparative pages,
empty_cell_pctshould be<= 15. For executive and narrative pages,<= 20is acceptable. Higher values require an explicit narrative/brand rationale.No contiguous empty band may be taller than one grid row unless it is a named spacer/divider region with a placement and rationale. Prefer pixel gutters for section breaks instead of reserving whole empty grid rows.
For pages with 4+ data visuals, no single non-hero data region should exceed 45% of content cells. A dominant hero region may exceed this only when the selected archetype variant explicitly calls for one and
balance_rationalesays why the supporting visuals remain readable.For pages with 2-3 data visuals, balanced halves/thirds are usually better than one region swallowing the page. A single region over 55% of content cells needs hero rationale tied to the page question.
A bare single-value
cardVisualmust not be the page's largest or dominant hero region. Cards encode one number; oversized cards create low information density and starve richer visuals. Use cards in KPI strips, compact status tiles, or side callouts. A card-like hero is acceptable only as a composite KPI treatment with explicit context (delta/reference label, sparkline, threshold band, annotation, or paired explanatory chart) and abalance_rationaleexplaining why the tradeoff is worth it.A side callout, context tile, smart narrative, or card-like annotation must add information not already carried by the neighboring chart/table. It needs a derived insight basis such as variance %, delta, rank shift, gap-to-benchmark, threshold exception, or dynamic narrative text. If the only available value is the same absolute measure plotted next to it, remove the callout or repurpose the region for richer evidence. Use Smart Narrative (
aiNarratives) only when the callout must be a filter-responsive natural-language summary and theauthoringmode has verified the formatting/query mechanics for the target report version; otherwise prefer a textbox bound to an explicit narrative measure or a compact KPI/context tile.Supporting chart regions are a floor of 3 columns x 3 rows; use 4+ columns or 4+ rows for charts with dense labels, legends, or small multiples. Tables should receive at least 4 grid rows unless they are a compact top-N spotlight. KPI/card strips should be 2 grid rows on standard report pages so cards can show value plus context.
space_audit shape:
space_audit:
content_cell_count: <grid cells after excluding reserved header/slicer/rail>
placed_cell_count: <cells covered by regions with placements>
empty_cell_pct: <0-100>
unplaced_regions: []
largest_region:
name: <region name>
pct_of_content: <0-100>
balance_rationale: <why region sizes match the page's analytical priorities>Space allocation counterexamples
Counter-example to fix before handoff:
regions:
header: [1, 1, 9, 2]
filters: [9, 1, 13, 2]
kpis: [1, 2, 13, 4]
trend: [1, 4, 7, 9]
ranking: [7, 4, 13, 9]
footer: [1, 11, 13, 13] # no placement references this regionRows 9-11 are a dead band and footer is unplaced. Fix by expanding
trend/ranking to row 10 and moving a real detail table, source note, or
navigation/footer placement into the remaining row; otherwise remove the footer
region and let the occupied regions fill the content area.
Counter-example to fix before handoff:
regions:
header: [1, 1, 13, 2]
hero: [1, 2, 13, 8] # largest region
detail: [1, 8, 13, 13]
placements:
- id: total_revenue
region: hero
kind: cardVisual # one measure, no delta/sparkline/threshold context
field_bindings: Sales[Revenue]
space_audit:
largest_region: { name: hero, pct_of_content: 50 }
balance_rationale: "Revenue is important."The card wastes half the content area to show one number. Fix by moving
total_revenue into a 2-row KPI strip or side callout and assigning the hero
region to the explanatory trend, ranked driver chart, variance chart, map,
decomposition visual, or detail table that proves the headline. If the page
truly needs a KPI hero, make it a composite KPI treatment and say so in
balance_rationale.
Header and slicer band
Every standard report page must reserve a title/header band before content regions begin.
Required rules:
Include exactly one placement with
id: page_title,kind: textbox, and non-emptytext.The page title must be a descriptive insight title, not a generic label such as "Overview" or "Dashboard".
For 1-3 slicers, place slicers inline in a right-aligned
filtersregion that shares the reserved header band with the title. The title remains the left anchor.For more slicers, or for archetype variants that intentionally expose a larger filter set, use a side
slicer_rail/railregion and start content to the right of that rail.No chart, card, table, map, or data visual may start under a slicer region. Raising z-order is not a fix for overlap.
Placements
Each placement assigns one authorable object to one region.
| Field | Required | Description |
|---|---|---|
id | yes | Stable unique identifier for the object. |
region | yes | Region name from layout_contract.grid.regions. |
kind | yes | PBIR visual type or object kind (textbox, slicer, cardVisual, barChart, lineChart, tableEx, azureMap, aiNarratives, etc.). |
text | for textbox titles | Required for page_title; recommended for annotations. |
slot / of | when sharing | 1-indexed subdivision within a shared region. |
purpose | data visuals | One analytical question the visual answers. |
field_bindings | data visuals and slicers | Table[Column], Table[Measure], or role map. |
slicer_type | slicers | between, dropdown, list, or another authorable slicer style. |
sort_policy | bar/column/table visuals | value_desc, value_asc, category_asc, natural_order, or none. |
color_strategy | color-bearing visuals | measure_match, gradient, unique, semantic, or none. |
insight_basis | callouts, annotations, Smart Narrative, KPI context | The derived comparison, threshold, rank, anomaly, or dynamic text that makes the element worth its space. |
comparison_basis | comparative visuals and callouts | Baseline being compared: prior period, plan, target, peer median, selected entity, etc. |
callout_value_basis | side callouts / context tiles | Specific evidence that prevents a callout from duplicating an adjacent chart's absolute measure. |
When multiple visuals share a region, slot and of divide the region along
its longer axis. A placement with no slot fills its region.
Date slicer example variants
Executive and annual-grain pages should usually use a compact Year dropdown or tile slicer:
- id: year_slicer
region: filters
kind: slicer
field_bindings: Date[CalendarYear]
slicer_type: dropdownUse a full-date between slicer only when the page needs day/month range
exploration and the bound field is a renderable Date/DateTime column:
- id: date_range_slicer
region: filters
kind: slicer
field_bindings: Date[FullDate]
slicer_type: between
insight_basis: "Users compare arbitrary date ranges, not just years."Common region patterns
Executive Summary with inline slicers
regions:
header: [1, 1, 9, 2]
filters: [9, 1, 13, 2]
kpis: [1, 2, 13, 4]
trend: [1, 4, 7, 9]
hero: [7, 4, 13, 9]
detail: [1, 9, 13, 13]
space_audit:
content_cell_count: 132
placed_cell_count: 132
empty_cell_pct: 0
unplaced_regions: []
largest_region: { name: detail, pct_of_content: 36 }
balance_rationale: "KPI strip, two balanced analysis panels, and detail row fill the content area without an unused footer."Analytical Canvas with filter rail
regions:
header: [1, 1, 13, 2]
rail: [1, 2, 3, 13]
hero: [3, 2, 13, 7]
charts: [3, 7, 13, 10]
detail: [3, 10, 13, 13]Operational Monitor
regions:
header: [1, 1, 13, 2]
kpis: [1, 2, 13, 4]
tl: [1, 4, 7, 8]
tr: [7, 4, 13, 8]
bl: [1, 8, 7, 13]
br: [7, 8, 13, 13]Validation checklist
Before handoff, fix any failure:
[ ]
generated_by: powerbi-report-cliandcontract_versionare present.[ ] Every non-trivial page has
layout_contract.canvas,layout_contract.grid.regions, andlayout_contract.placements.[ ] Every page has a
page_titleplacement with non-empty title text.[ ] Every placement references a defined region.
[ ] Regions do not overlap unintentionally.
[ ] Every non-spacer region has at least one placement.
[ ] Slicers are in
filters,rail, orslicer_railregions, never in the top-left title anchor.[ ] Data visuals do not start under header-band slicer regions.
[ ]
space_auditis present and reports no unplaced regions.[ ]
empty_cell_pctis within budget (<= 15for analytical/operational/ comparative,<= 20for executive/narrative unless justified).[ ] Largest-region balance is justified: no non-hero data region starves supporting visuals; dominant heroes cite the archetype variant and keep supporting charts/tables readable.
[ ] A bare single-value
cardVisualis not the largest/dominant region. If a card-like KPI hero is used, it is composite and the rationale names its context elements.[ ] Every side callout, context tile, Smart Narrative, or card-like annotation has
insight_basisorcallout_value_basistied to derived insight; no callout duplicates the same absolute measure plotted in an adjacent visual.[ ] Date slicer type matches data grain and audience: executive/annual pages use Year dropdown/tile by default; full-date
betweenis reserved for renderable Date/DateTime fields where arbitrary date-range exploration is part of the page question.[ ] Every chart/map/table placement has
purposeandfield_bindings.[ ] Bar/column placements specify
sort_policy.[ ] A report-wide
navigation_modelis set for multi-page reports; eachdrillthrough-role page pairs with aBackbutton, and nav/button labels are destination-scented (not "Page 2").[ ] Every color-bearing measure visual has a
color_strategythat can be resolved againstcolor_map.
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 or Microsoft.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download powerbi-report-cli.zip