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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/design/anti-patterns.md

Anti-Patterns — The Dashboard Slop Catalog

Contents

  • Why This Catalog Exists

  • Cluster 1 — Visual Noise (Chartjunk)

  • Cluster 2 — Misleading Encoding

  • Cluster 3 — Cognitive Overload

  • Cluster 4 — Color Misuse

  • Cluster 5 — Interactivity Theater

  • Cluster 6 — Archetype Mismatch

  • LLM-Specific Failure Modes

  • Detection Heuristics

  • Severity Model

  • Remediation Quick-Reference

  • Pre-Publish Review Workflow

  • Cross-Reference to Other Documents

Why This Catalog Exists

LLMs producing dashboard layouts gravitate toward a set of attractor states — generic, cluttered, misleading designs that look complete but fail users. This is the refusal list: when the agent detects these patterns in its own output, it must stop and fix before emitting.

This catalog is advisory. It assigns severity levels but never blocks output. Strong warnings surface to the user for explicit confirmation.


Cluster 1 — Visual Noise (Chartjunk)

Anti-PatternWhy It FailsDo InsteadPBI Tell
3D effectsPerspective distortion destroys precision; occludes dataFlat 2D equivalentAny 3D visual type selected
Drop shadows on visualsPure decoration; adds visual weight without informationRemove all shadows; rely on whitespace for separationshadow enabled in visual formatting
Saturated background fillsCompetes with data ink; reduces text contrastWhite or near-white canvas (#FFFFFF, #F9F9F9)background.color is a saturated hue

Cluster 2 — Misleading Encoding

Anti-PatternWhy It FailsDo InsteadPBI Tell
Truncated bar baselineBars starting at non-zero exaggerate differences by 2-10×Always start bars at zero; use dot plot if range is narrowvalueAxis.start ≠ 0 on bar chart
Dual y-axis chartImplies correlation by scale manipulation; easy to lie withTwo separate charts, shared x-axis, stacked verticallysecondaryYAxis enabled
Pie chart >5 slicesAngle encoding is imprecise; small slices become invisibleSorted horizontal bar chartPie/donut with >5 data points
Stacked bar for mid-stack comparisonOnly bottom and top segments have a common baselineGrouped bar or small multiplesStacked bar with >2 segments compared across categories
Unshared small-multiple axesDifferent scales make comparison impossible — defeats the purposeForce identical axis range on all multiplesAuto-scale per tile
Gauge / speedometerUses large area for one number; no trend; arbitrary dial rangeCard + sparkline or bullet graphGauge visual type
Radar / spider chartArea distortion; axis order changes shape; unreadableGrouped bar or parallel coordinatesRadar visual type
Area chart for non-stacked dataFill implies volume/accumulation that may not existLine chart for trends; area only for stacked compositionareaChart for single series

Cluster 3 — Cognitive Overload

Anti-PatternWhy It FailsDo InsteadPBI Tell
KPI carpet-bombing8+ cards in a row; nothing stands out; reader skips all3–4 KPIs max; pick the ones that drive decisions>6 card visuals on one page
12+ visuals on a pageExceeds working memory; user scans nothing carefully5–7 visual groups; use drill-through for depthVisual count >12 on single page
Alert fatigueEverything highlighted = nothing highlightedReserve red/amber for actionable exceptions only>3 conditional-format rules using red
Embedded detail matrix on exec pageExecutives scan, not read; a 50-row matrix wastes their timeSummary KPIs on exec page; matrix on drill-through detail pageMatrix with >10 rows on a page with cards
Wall of slicers5+ slicers consume space and paralyze with choice2–3 key slicers visible; rest in filter pane or collapsible panel>4 slicer visuals on one page
Wrong date slicer grainFull-date Between picker used for yearly executive filtering; control may not render and adds precision users do not needMatch slicer to grain: Year/Period dropdown or tile for annual/quarterly executive pages; full-date Between only for renderable Date/DateTime range explorationExecutive page with yearly data but slicer_type: between on full-date key
Slicer sizing shortcutShrinking slicer height/font hides clipping instead of solving layout; dropdown/date chrome still needs spaceFollow the slicer sizing formula from the authoring mode and enlarge the reserved band/railSlicer height near 48px, 8pt text, or clipped lower row
Multi-page report without navigationUsers don't discover pages beyond the firstAdd page navigator or button-based navigation>3 pages with no navigator or nav buttons
Variant default-bias / uniform-variant pagesPicking layout variant A on every page — or any single variant uniformly across same-archetype pages — without consulting the selection table. Produces interchangeable, templatized reports that ignore each page's data shapeWalk the Layout Variants selection table in the archetype file per page, using each page's own data signals (KPI count, slicer count, viewing distance, comparison shape, narrative structure). Record variant_rationale per page. Same-archetype reports should rotate variants where data supports it; use references/design/archetype-composition.md for cross-page rotation guidanceEvery page in a multi-page report has the same layout_variant; or variant_rationale is missing / generic across pages
Mono-archetype reportCopy-pasting page 1's archetype to pages 2-N instead of routing each page independently. A 4-page report covering distinct subject areas gets shipped with all 4 pages using the same archetype because the agent never re-walked the router after page 1. Pages all look the same regardless of audience/purpose differencesRe-walk the archetype decision for every page using that page's audience, purpose, and cadence. Multi-domain "cover everything" requests almost always decompose into 3-4 different archetypes (Executive landing + Comparative ranking + Analytical exploration + Narrative timeline). Use references/design/archetype-composition.md for common multi-archetype compositions3+ pages all share one archetype; or every page's archetype field equals page 1's
Silent-guess on a vague promptReceiving a prompt that's missing audience, purpose, page count, or filtering depth — and producing a design brief anyway based on a default assumption. The user gets a templatized "make a report about X" output that doesn't match their actual needTreat missing audience, purpose, page count, or filtering depth as vagueness. Stop and offer 2–3 named, concrete options (each referencing a specific archetype + variant combination, in user-facing language). Only after the user picks, or after two clarification rounds with a documented assumption, proceed to designBrief has no record of clarification; prompt was 1-line broad ("build a dashboard for X") and brief jumps straight to layout
Mandatory archetype component fillTreating every box in an archetype wireframe as required creates redundant cards/callouts that do not answer a new questionTreat variant zones as advisory; drop or repurpose any component without insight_basis / callout_value_basisCallout repeats the same absolute measure as the adjacent chart

Cluster 4 — Color Misuse

Anti-PatternWhy It FailsDo InsteadPBI Tell
Rainbow categorical on ordered dataNo perceptual order; readers can't decode high vs lowSequential single-hue ramp (Blues, viridis)dataColors with rainbow hues on a sorted dimension
Categorical palette on ordinal dataDistinct hues imply no order; misleads on ranked dataSequential or diverging paletteCategorical colors assigned to ordered field
Red/green as sole signal8% of males are red-green CVD; information invisibleAdd icon + text label alongside colorRed and green used without secondary channel
Low-contrast labels<4.5:1 body-text ratio; unreadable on projectors and low-quality screensMinimum #767676 on white for body textText color with contrast ratio <4.5:1
Semantic color flipGreen=bad violates universal convention; confuses everyoneRespect standard semantics; never invertgood theme color mapped to a negative outcome
Pastel for critical statusLight pink doesn't signal urgency; fails to grab attentionSaturated red for critical; pastel only for context/backgroundConditional format using pastel for "critical" threshold
>8 categorical huesColors become indistinguishable; cognitive overloadGroup tail categories into "Other"; limit to 7–8dataColors with >8 entries actively used

Cluster 5 — Interactivity Theater

Anti-PatternWhy It FailsDo InsteadPBI Tell
Headline behind a clickPrimary insight invisible until interactionShow insight on page load; interactions reveal depthKey metric visible only via drill-through or bookmark
Invisible slicer stateUser can't tell what's filtered; data appears wrong/incompleteShow active filter indicators; use slicer headersSlicers with hidden headers or no default label
Drill without breadcrumbUser gets lost; can't return to overviewAlways add back button; show drill path in page subtitleDrill-through page without back button
Bookmark overload>10 bookmarks become unmanageable; states conflict5–8 bookmarks max; clear, descriptive names>10 bookmarks defined
Slicer in prime real estateTop-left position wasted on controls, not insightSlicers in filter strip, right rail, or collapsible panelSlicer visual at position x<200, y<100
Auto-cycling carouselUsers can't control pace; miss data; a11y violationStatic views with manual next/prev buttonsTimer-driven bookmark cycling

Cluster 6 — Archetype Mismatch

Anti-PatternWhy It FailsDo InsteadPBI Tell
Executive page with 30 visualsExecutives scan for 15 seconds; 30 visuals need 15 minutes4–6 visual groups; cards + 1 hero chartArchetype=exec + visual count >10
Operational without timestampUsers can't assess data freshness; stale data = wrong decisionsShow "Last refreshed: {time}" in footer on every ops pageNo timestamp or refresh indicator on operational page
Analytical without export/drillAnalysts need to dig; no drill-through = dead endEnable drill-through, export, personalize visualsArchetype=analytical + no drill-through pages
Narrative without thesisStory pages without a headline are just data dumpsEvery narrative page leads with a finding statementNarrative page without text visual stating insight
Default "All" on large modelLoads millions of rows on first view; slow, meaningless overviewPre-filter to recent period or top-N by defaultNo default slicer selection + large dataset
Comparative with unsynchronized slicersComparing A vs B but slicers don't apply equallyUse sync slicers across all compared pages/visualsComparative layout with independent slicer states

LLM-Specific Failure Modes

Common mistakes LLMs make when generating PBI report definitions:

Failure ModeDescriptionFix
Clustered bar for everythingDefault chart choice regardless of question typeConsult the chart selection decision matrix
Ignoring small multiplesUses multi-series line or stacked bar instead of small multiples for comparisonUse small multiples when comparing >3 categories
One line chart per measureEvery KPI gets its own line chart; no hierarchy or groupingCombine related measures; use cards for single values
Missing sortByBar charts left in alphabetical orderApply descending sort on the value measure
Ignoring numeric alignmentProportional-looking figures or left-aligned numbers in comparison tables/matricesUse tabular-looking fonts where available, right-align numeric columns, and apply consistent number formatting
Skipping alt textAlt text field left empty on every visualWrite insight-driven alt text for every visual
Hardcoding hex colorsInline #FF0000 instead of theme referenceUse theme dataColors and sentiment keys
Six font sizesEach visual gets a different type sizeFollow the 4-tier type ramp
Pixel driftPositions not on 8px grid; edges misalignedSnap all x, y, width, height to multiples of 8
Title as chart type"Bar Chart" or "Line Chart" as visual titleTitle states the insight: "Sales declined 8% in Q4"

Detection Heuristics

Automated and semi-automated checks to catch anti-patterns:

#CheckWhat to Look ForSeverity
1Hue count>8 distinct hues in dataColors actively renderedwarn
2Dual axissecondaryYAxis enabled on any visualstrong-warn
3Card count>6 card visuals on a single pagewarn
4Bar baselinevalueAxis.start ≠ 0 on bar or column chartstrong-warn
5Pie slice countPie or donut with >5 data points in fieldwarn
6Visual density>12 visuals on a single pagewarn
7Pixel gridAny position.x, y, width, height not divisible by 8info
8Contrast ratioAny text/background pair below 4.5:1strong-warn
9Alt textAlt text field empty on any non-decorative visualwarn
10Inline hexHardcoded hex color not referencing themeinfo
11Freshness indicatorOperational page missing refresh timestampwarn
12Ramp bloat>4 distinct fontSize values across visual titles/labelsinfo

Severity Model

LevelLabelMeaningAgent Behavior
infoInformationalStylistic concern; may be intentionalLog internally; do not surface unless asked
warnWarningLikely unintentional; surface to userSurface in review summary; suggest fix
strong-warnStrong WarningHigh risk of misleading or inaccessible outputRecommend explicit user confirmation before proceeding

Important: This system is advisory only. It never blocks output or refuses to generate. The agent surfaces findings and recommendations; the user decides.


Remediation Quick-Reference

For each detected anti-pattern, the recommended fix action:

Anti-Pattern DetectedImmediate FixTime to Fix
3D visualReplace with flat 2D equivalent1 min
Truncated baselineSet valueAxis.start: 030 sec
Dual axisSplit into two visuals, stack vertically5 min
Pie >5 slicesReplace with sorted horizontal bar3 min
>12 visualsMove detail to drill-through page10 min
>8 colorsGroup tail categories into "Other"5 min
Missing alt textWrite insight-driven text per template2 min/visual
Pixel driftSnap x/y/w/h to multiples of 81 min/visual
Rainbow on sequentialReplace with single-hue sequential ramp3 min
Missing timestampAdd "Last refreshed" text box in footer2 min
Hardcoded hexMove colors to theme JSON5 min
Ramp bloat (>4 sizes)Standardize to 4-tier type ramp5 min
Unsorted barsApply descending sort by value measure30 sec
GaugeReplace with card + sparkline3 min
Slicer in top-leftMove to filter strip or right rail2 min
Bookmark overloadConsolidate to ≤8; delete redundant states10 min
No navigationAdd page navigator or button navigation5 min
Semantic color flipCorrect to standard green=good/red=bad2 min

Pre-Publish Review Workflow

Run these checks in order before delivering any report:

1. LAYOUT CHECK
   □ Visual count ≤ 7 groups per page
   □ All positions on 8px grid
   □ Consistent gutters (16px or 24px)
   □ Page margins ≥ 24px all sides
   □ Title/header/breadcrumb height matches layout contract (~72px FHD / ~48px 1280x720)

2. COLOR CHECK
   □ ≤ 8 categorical hues
   □ No rainbow on ordered data
   □ All text passes WCAG contrast (4.5:1 body, 3:1 large)
   □ No red/green as sole signal
   □ CVD simulation passes
   □ All colors from theme (no inline hex)

3. TYPOGRAPHY CHECK
   □ ≤ 4 distinct font sizes
   □ Right-align numeric columns; use tabular-looking digits where comparison matters
   □ Consistent number formatting across pages
   □ No text below 8pt

4. CHART CHECK
   □ Every chart answers a stated question
   □ Bars start at 0
   □ No dual axes
   □ No pie with >5 slices
   □ All bar charts sorted by value (unless meaningful order)

5. INTERACTIVITY CHECK
   □ Primary insight visible on page load
   □ Slicer state visible
   □ Drill-through has back button
   □ ≤ 8 bookmarks
   □ All cross-filter interactions deliberately configured

6. ACCESSIBILITY CHECK
   □ Alt text on every non-decorative visual
   □ Tab order matches reading order
   □ Keyboard navigation works end-to-end
   □ Touch targets ≥ 24×24px
   □ High-contrast mode tested

7. ARCHETYPE CHECK
   □ Visual density matches archetype
   □ Interaction budget matches archetype
   □ Typography tier matches archetype
   □ Color palette matches archetype

Cross-Reference to Other Documents

Anti-Pattern ClusterPrimary ReferenceSecondary Reference
Visual noisechart-selection.md — Anti-patterns sectionlayout.md — Whitespace tiers
Misleading encodingchart-selection.md — Decision matrixchart-selection.md — Encoding accuracy
Cognitive overloadlayout.md — Visual hierarchy, Templatesinteractivity.md — Interaction budgets
Color misusecolor.md — Palette tables, CVDaccessibility.md — Contrast workflow
Interactivity theaterinteractivity.md — Taxonomy, titlesinteractivity.md — Bookmark rules
Archetype mismatchlayout.md — Composition templatesAll reference documents' archetype sections

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
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microsoft/skills-for-fabric

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