skills/powerbi-report-authoring/SKILL.md
Create and modify Power BI report files in PBIR/PBIP format using the `powerbi-report-author` and `powerbi-desktop` CLIs. Use when the user wants to: (1) implement an approved report spec or design brief, (2) add or edit pages, visuals, filters, slicers, bookmarks, themes, or formatting, (3) validate PBIR and verify rendering in Power BI Desktop. For open-ended visual design, use `powerbi-report-design` first. For end-to-end requirements and approval workflow, use `powerbi-report-planning` first. Triggers: "edit PBIR", "create Power BI report page", "add visual to PBIP", "format report visual", "validate Power BI report", "reload Desktop screenshot", "implement an approved PBIP report spec", "edit PBIR pages/visuals".
npx skillsauth add microsoft/skills-for-fabric powerbi-report-authoringInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Update Check — ONCE PER SESSION (mandatory) The first time this skill is used in a session, run the check-updates skill before proceeding.
- GitHub Copilot CLI / VS Code: invoke the
check-updatesskill.- Claude Code / Cowork / Cursor / Windsurf / Codex: compare local vs remote package.json version.
- Skip if the check was already performed earlier in this session.
CRITICAL NOTES
- To find the workspace details (including its ID) from workspace name: list all workspaces and, then, use JMESPath filtering
- To find the item details (including its ID) from workspace ID, item type, and item name: list all items of that type in that workspace and, then, use JMESPath filtering
This skill enables reading, editing, and creation of Power BI report definition files in the PBIR (Power BI Report) format used by PBIP (Power BI Project) files.
powerbi-report-author validate after each logical batch.powerbi-desktop reload/screenshot workflows for rendered-output changes.Design Brief: or _brief/report-spec.md for greenfield report builds.powerbi-report-design before writing files.powerbi-report-design, powerbi-report-planning, or powerbi-report-management.powerbi-report-planning
first; for theming, visual style, layout, redesigns, or critiques, read
powerbi-report-design. Return here for PBIR mechanics. Before authoring,
use the Design Brief: yaml block from _brief/report-spec.md (or an
approved inline Design Brief: block in the conversation) as implementation
context.powerbi-report-author
and the global powerbi-desktop command are available; see
CLI Setup.powerbi-desktop CLI from @microsoft/powerbi-desktop-bridge-cli; see
Edit → Validate → Reload → Screenshot Loop.powerbi-report-author validate <path-to-.Report-dir>
after every logical batch of PBIR changes; see Validation.powerbi-desktop
reload + screenshots; see Edit → Validate → Reload → Screenshot Loop
and Screenshot Review. Do not proceed until both
validation and visual review pass. For dashboard/report builds, page
scaffolding is not completion — each requested page needs data-bound visuals.Use the user's intent to choose the relevant topic file(s) before editing:
| File | When to read |
|------|-------------|
| authoring.md | Adding/modifying pages, visuals, drillthrough, interactions — includes complete JSON examples |
| powerbi-desktop.md | Live Desktop verification — powerbi-desktop commands, PID selection, reload, screenshots, errors, troubleshooting |
| screenshot-review.md | Screenshot review checklist and rendered-output troubleshooting after Desktop screenshot capture |
| formatting-overview.md | Read first for appearance changes — cascade model, encoding rules, selectors, routing to other formatting files |
| formatting.md | Editing visual.json appearance — selectors, VCOs, encoding mechanics, background-image routing, cascade |
| color-strategy.md | Chart data point colors — theme dataColors vs dataPoint.defaultColor vs dataPoint.fill with selectors, cross-visual measure-color consistency |
| conditional-formatting.md | Data-driven formatting — color gradients (FillRule), rules-based, icon sets, data bars, web URL, field value |
| page-formatting.md | Editing page.json appearance — canvas background, wallpaper, page background images |
| filter-pane.md | Filter pane (outspacePane) and filter card (filterCard) chrome — Applied/Available state styling, pane width, search/checkbox colors |
| theming.md | Creating or editing theme.json — dataColors, textClasses, visualStyles, style presets, ThemeDataColor reference |
| re-theming.md | Switching themes on a report with existing visuals — re-theming workflow (color mapping + bulk sweep), dark mode checklist, dark↔light polarity changes. Pair with theming.md when changing colors on a report with per-visual overrides. |
| expressions.md | Building field references (Column, Measure, Aggregation, Hierarchy) and sort definitions |
| filters.md | Adding/modifying filters — includes complete JSON examples |
| slicers.md | Read first when adding/modifying slicers or slicer selections — agent workflow, JSON templates, selection config |
| cartesian.md | Adding bar, column, line charts — families, roles, query patterns (multi-measure, drill hierarchy, date hierarchy), formatting |
| map.md | Adding map visuals — template, roles, geocoding workflow, handling render failures |
| card.md | Adding or formatting KPI/card visuals — cardVisual, id selectors, callout/value sizing, accent bars |
| table.md | Adding or formatting tables/matrices — tableEx, pivotTable, grow-to-fit columns, row banding |
| image.md | Adding image visuals — local resources, URLs, data-bound images, ImageUrl validation/refusal workflow; also plot area background images for chart visuals |
| shape.md | Adding shape visuals — containers, dividers, backgrounds, reference-image matching |
| textbox.md | Adding static or dynamic textbox visuals — paragraphs, text runs, and bound value expressions |
| version-control.md | Git branching, committing, reverting — read when the task involves version control or safe rollback planning |
This skill owns PBIR file mechanics once the work is concrete: page/visual JSON, bindings, filters, slicers, themes, formatting, navigation, bookmarks, validation, Desktop reloads, and screenshots.
Use
powerbi-report-planningbefore authoring for new report/dashboard requests, requirements gathering, dependency checks, approval, or end-to-end build sequencing. Usepowerbi-report-designfor open-ended visual design, redesign/restyle, brand/theme direction, chart selection, or layout critique. Return here once there is an approved spec/design brief or a concrete PBIR edit to implement — see Quick Start step 0 for how to consume the brief.
For full report/PBIP builds, do not delegate complete PBIP generation to a subagent — the owning agent must keep the design brief, model inventory, cross-page consistency, validation loop, and Desktop verification coordinated.
When context or repetition is the constraint, prefer a deterministic Node.js generator that reads the approved design brief and writes PBIR JSON. If delegation is still useful, split it by page or visual family and give each subagent the relevant brief excerpt, exact fields/measures, and layout/visual contract; have it return scoped PBIR JSON or a patch for the owning agent to integrate and validate.
Prerequisite: Node.js 20 or later. Check with node --version. If missing
or older, install from nodejs.org or via your package
manager — Windows: winget install OpenJS.NodeJS.LTS; macOS: brew install node;
Linux: distro package or nodesource.
Two CLIs. Install both globally:
npm install -g @microsoft/powerbi-report-authoring-cli @microsoft/powerbi-desktop-bridge-cli
Confirm both are on PATH:
powerbi-report-author --version
powerbi-desktop --version
A PBIP project on disk looks like this:
<Report>.pbip # Project manifest
├── <Report>.Report/
│ ├── .platform # Fabric metadata (type, logicalId)
│ ├── definition.pbir # Report → SemanticModel binding
│ ├── definition/
│ │ ├── version.json # Format version (e.g. "2.0.0")
│ │ ├── report.json # Report-level: themes, settings, resources
│ │ └── pages/
│ │ ├── pages.json # Page order + active page name
│ │ └── <pageId>/
│ │ ├── page.json # Page: displayName, size, type, filters
│ │ └── visuals/
│ │ └── <visualId>/
│ │ └── visual.json # Visual: type, position, query, formatting
│ ├── CustomVisuals/ # Third-party .pbiviz packages
│ └── StaticResources/
│ ├── SharedResources/BaseThemes/ # Built-in base themes
│ └── RegisteredResources/ # User images, custom theme JSON
└── <Report>.SemanticModel/ # OUT OF SCOPE
| File | Purpose | Agent rule |
|------|---------|------------|
| definition.pbir | Report → semantic model binding via byPath or byConnection | Preserve schema/version unless intentionally migrating |
| version.json | PBIR format metadata | Do not invent values; copy from an existing/scaffolded report |
| report.json | Report-level settings, themes, resources | Edit through references and validate after changes |
| pages.json | Page order and active page | Add every new page to pageOrder |
| page.json | Page metadata, size, filters | Preserve dimensions unless resizing is approved |
| visual.json | Visual type, position, query, formatting | Validate roles and formatting with CLI metadata |
| localSettings.json | User-local settings | Do not commit or rely on it |
Schema URLs use the prefix developer.microsoft.com/json-schemas/fabric/item/report/definition/.
The suffixes are versioned PBIR contracts that Power BI Desktop bumps with most
releases (e.g. visualContainer/2.9.0, page/2.1.0, report/3.3.0 at the
time of writing — newer values may appear in any user's PBIP). When editing,
always preserve the existing $schema value; when adding a new file, copy
the $schema URL from an existing file of the same type in the same report.
Do not invent or bump versions on your own. Validate with powerbi-report-author validate.
Use powerbi-report-author whenever you need PBIR facts that should not be
guessed: visual types, data roles, formatting objects, property names, enum
values, selectors, expression/value encodings, and report validation. The CLI is
the source of truth for PBIR authoring details; examples and memory are not.
| Command | Purpose | When to use |
|---------|---------|-------------|
| catalog list | List all built-in visual types (and any deprecated entries) | Choosing a visual type |
| catalog describe <type> | Roles, formatting keys, cardinality | Before creating/editing a visual |
| formatting list-objects <type> | Valid objects.* keys + VCO keys; flags objects needing id selectors | Before applying formatting |
| formatting describe-object <type> <object> | Property names, types, enum values, descriptions; _selectorHint when id selector required | Finding exact property names and allowed values |
| formatting describe-property <type> <object> <prop> | Focused single-property lookup | When you already know the object and want just one property |
| formatting search <type> <regex> | Regex search across all formatting objects + VCOs | When you don't know which object a property belongs to |
| formatting list-vcos | Enumerate shared visualContainerObjects | Auditing chrome/container formatting surface |
| validate <path> | Full validation of a .pbip or .Report directory: JSON Schema, structure, IDs, formatting properties, enum values, nesting, layout bounds, theme | After every batch of changes |
| preview-* <path> [--with-derived] | Report inventory: preview-visuals, preview-pages, preview-filters, preview-themes | Auditing existing report content |
| --help / <command> --help | Command syntax and available options | Before using an unfamiliar command or flag |
More commands: powerbi-report-author-cli.md.
Run powerbi-report-author validate <path-to-.Report-dir> after every logical
batch of PBIR edits.
failed / non-zero exit: fix every error before Desktop reload. Desktop may
reject or misrender invalid PBIR.succeededWithWarnings: review warnings before proceeding. Unknown visual
types or theme visual keys usually mean a typo unless the report intentionally
uses a custom .pbiviz.--pretty for readable output or --out <file> to
write the full result to a file.Use these as pre-edit safety rails. Always confirm exact roles, formatting
objects, properties, enum values, and selectors with powerbi-report-author
before editing.
Never create legacy visual types. If repairing an existing legacy visual, migrate to the modern type and rebuild roles/formatting from CLI metadata.
| Do not create | Use instead |
|---|---|
| card | cardVisual |
| table | tableEx |
| matrix | pivotTable |
| map, filledMap | azureMap |
Some formatting objects need { id: ... } selectors. Run formatting list-objects and formatting describe-object; follow _selectorHint and the
dual-entry pattern in references/formatting.md.
For rendered-output changes, follow this loop. Do not report completion until validation, reload, and screenshot review are clean.
┌──────────────────────────────────────────────────────────┐
│ 1. Edit PBIR files │
│ 2. Validate → errors? fix and go to 1 │
│ 3. Desktop status → choose the correct bridge PID │
│ 4. Desktop reload → error? fix PBIR and go to 1 │
│ 5. Screenshot/review → issues? fix and go to 1 │
│ 6. Clean → report completion │
└──────────────────────────────────────────────────────────┘
Rules:
powerbi-report-author validate <path-to-.Report-dir>. Pass the
report definition directory (e.g., Sales.Report), not the .pbip file or
project root. Fix all errors before reload — invalid PBIR errors will surface
in Desktop.powerbi-desktop CLI: status to choose the PID, then
reload --pid <pid> for PBIP/PBIR current files and screenshots from the
same PID. Then perform the screenshot review below.
reload covers report/PBIR changes only. For semantic-model/TMDL changes,
use a semantic-model skill or Modeling MCP and reopen the PBIP if changes are
not reflected.
Exception: Theme JSON files are cache-keyed by name — Desktop may not
pick up edits on reload. Either rename the theme file with a random suffix
(and update report.json), or close and reopen Desktop.Desktop CLI commands:
| Command | Purpose | When to use |
|---|---|---|
| open "<path.pbip>" | Launch Power BI Desktop for a PBIP/PBIX | Starting Desktop or opening the target report |
| status | List Desktop Bridge instances, current files, report dirs, and bridge state | Before reload/screenshot; choose the correct PID |
| reload --pid <pid> | Reload the selected Desktop instance's current PBIP report files | After validated PBIR edits in an open PBIP |
| screenshot <page-id> --pid <pid> --output <file> | Capture one page by PBIR page ID | Isolated page changes |
| screenshot-all --pid <pid> --output-dir <dir> | Capture every report page | Theme, navigation, page-order, or report-wide changes |
Use powerbi-desktop screenshot <page-id> --pid <pid> when only one PBIR
page needs review. reload is supported only for PBIP-backed reports. No powerbi-desktop command accepts --report; use status
to select the Desktop instance by PID because the same PBIP can be open in more
than one process. Screenshots default to scale 2. Run reload and screenshot
operations serially per PID — never in parallel against the same PID, even as a
workaround for a slow or retryable error. Read references/powerbi-desktop.md for the
complete command reference and troubleshooting workflow.
Common Desktop CLI outcomes:
| Output/error | Meaning | Action |
|--------------|---------|--------|
| "status": "not_connected" | No Desktop Bridge discoverable | Run powerbi-desktop open "<path.pbip>" or ask the user to start Desktop. If still unreachable, ask them to enable the Desktop preview feature — see docs |
| AMBIGUOUS_DESKTOP_INSTANCE | More than one Desktop Bridge instance is available | Run powerbi-desktop status, choose the intended PID, retry with --pid |
| METHOD_NOT_AVAILABLE | Desktop build lacks a required production bridge method | Tell the user Desktop is stale/unsupported — see docs |
| HostNotReady / retryable bridge error | Desktop is up but the report host isn't ready (often briefly after a reload) | CLI auto-retries; rerun once if it surfaces. Do not add custom sleeps — rely on the CLI's retry path. |
| Timeout (bridge error) | A reload or screenshot exceeded the CLI's retry budget | Confirm status shows bridgeStatus: "connected", then rerun once. If Timeout persists, raise the budget (e.g., reload --pid <pid> --wait-seconds 120). If bridgeStatus: "error" or status hangs, ask the user whether a Desktop modal dialog is blocking input. |
| Cancelled during screenshot/reload | A reload/screenshot was cancelled — usually a concurrent reload/screenshot on the same PID. Distinct from Timeout (operation ran too long). | Run reload and screenshot serially per PID. Wait for connected via status, retry one at a time. |
| ReportDefinitionValidationFailed | Desktop rejected the PBIR definition | Fix PBIR, run powerbi-report-author validate <path>, then reload again |
| REPORT_DIR_REQUIRED | Selected PID has no PBIP/PBIR current file; reload/screenshot-all need PBIP/PBIR state | Select the correct PID from status or open the target PBIP |
After taking screenshots, perform an independent rendered-output review before reporting completion. Read screenshot-review.md, check layout, data rendering, formatting/theme, slicers, and common screenshot failure modes, then fix PBIR and repeat the loop until clean.
Run powerbi-report-author validate <path> after every logical batch of PBIR
changes. Prefer the .Report directory; the CLI also accepts a .pbip file or
a project root containing a single .Report directory. Errors block Desktop
reload — fix them first. Review warnings and fix unless there's a clear reason
not to.
The validator is an offline preflight covering PBIR structure, JSON/schema validity, cross-file references, IDs/names, visual types, role bindings, filters, formatting objects/properties/enums/selectors, visualContainerObjects, theme registration, layout bounds, and selected Desktop/rendering failure patterns. It does not replace Desktop reload and screenshot review.
| Pitfall | Consequence | Fix |
|---------|-------------|-----|
| Using "Entity" inside filter Where conditions | Filter silently fails | Use "Source" with the alias from From |
| Omitting nativeQueryRef | Visual calculations may break | Always include nativeQueryRef |
| Reusing visual/filter names | Unpredictable behavior | Generate unique IDs |
| Setting visualType to invalid string | Visual renders as error box | Run powerbi-report-author catalog describe <type> or powerbi-report-author catalog list |
| Wrong role name for visual type | Field is ignored; visual blank | Match role names from powerbi-report-author catalog describe <type> |
| Mixing Column and Measure types | Query fails; visual error | Columns use Column, measures use Measure |
| Forgetting to add page to pages.json | Page invisible | Add to pageOrder array |
| Booleans without correct format | Wrong type | "true" / "false" (no suffix, unquoted in Value) |
| Numbers without type suffix | Type mismatch | D for decimals, L for integers |
| Editing $schema version | PBI Desktop may reject | Preserve existing version |
| Stringified JSON in paragraphs | Textbox shows nothing | paragraphs is a native JSON array |
| Using textbox as a thin line/divider | Renders ~24px tall regardless of height | Use a shape visual (rectangle) instead — shapes respect small dimensions |
| visualContainerObjects as sibling of visual | Schema validation error in PBI Desktop | Must be inside visual object, as sibling of objects |
| Using tableEx with dimension columns and measures all in Values | Headers render but no data rows even when DAX confirms data exists | Use pivotTable; put dimensions in Rows and measures in Values |
| Using PowerShell ConvertTo-Json to edit visual JSON | Property reordering, nesting depth truncation (-Depth default is 2) | Use Node.js for JSON manipulation, or always pass -Depth 20 and verify structure |
| Using regex or string replacement to modify JSON files | Corrupts nesting structure — properties end up inside sibling values, braces misalign | Read file → JSON.parse → modify object → JSON.stringify → write back. Or use the edit tool with exact old/new string matching |
| dataPoint.fill without a selector on single-series charts | Bars/columns invisible despite data in tooltips | Use dataPoint.defaultColor for unselectored base color; fill requires a metadata selector |
| Using dataPoint.defaultColor on multi-series charts | All series/categories get the same color — no visual differentiation | Use theme dataColors for consistent palette across visuals, or dataPoint.fill with metadata selectors for per-series overrides — see color-strategy.md § Color Strategy Quick Reference |
| Clustered bar/column chart colors collapse into one legend color | The visual has a Series role but all bars and legend markers share the same hue | Use per-series dataPoint.fill selectors or a theme dataColors palette; do not use defaultColor on clustered charts |
| Relying on theme dataColors alone for cross-visual measure consistency | Same measure gets different colors on different visuals (index-based assignment varies with projection order) | Maintain a measure→color mapping and apply explicit dataPoint.fill/defaultColor per visual — see color-strategy.md § Cross-Visual Measure-Color Consistency |
| Using ThemeDataColor for explicit per-measure dataPoint.fill with metadata selectors | Colors silently resolve to white or black instead of expected palette color | Use Literal hex values for explicit color assignments with metadata selectors — ThemeDataColor is unreliable in this context |
| Choosing bar/series colors without checking background contrast | Bars or lines invisible against page/card background (e.g., white bars on white canvas) | Always pick saturated, mid-to-dark hues that contrast with the page and VCO background colors |
| show property on page-level background | Schema error — page background only supports color, image, transparency | Only VCO background (on visuals) has show; page background is always visible |
| Copying property names from doc examples without verifying | Warnings or silent failures — property names vary by visual type | Always run powerbi-report-author formatting describe-object <type> <object> for exact property names |
| Guessing which object a property belongs to | Wasted calls checking wrong objects one by one | Run powerbi-report-author formatting search <type> <regex> to grep across all objects at once |
| Formatting property has no effect (no error) | Setting show: false on cardVisual outline without an id selector — validates but renders unchanged | Check powerbi-report-author formatting describe-object <type> <object> for _selectorHint; use the dual-entry pattern (static + id selector entries) |
| Using cardCalloutArea on a single-value card | Properties validate but have no visible effect — cardCalloutArea only renders on multi-value cards (2+ measures in Data) | Use outline/accentBar/fillCustom with { id: "default" } selector for single-value cards. For multi-value cards, cardCalloutArea controls per-callout tile styling — see card.md § Multi-Value Formatting |
| Adding multiple fields to button slicer Values or Label roles | Slicer breaks or shows unexpected results — each role accepts only 1 field | Put one field in Values, one in Label; additional fields go to Tooltips |
| Looking at filterConfig on other visuals to understand slicer selections | Slicer selections live only inside the slicer's own visual.json via expansionStates + objects.general.filter. Always read references/slicers.md first when modifying slicers |
| Creating an image visual without prompting for the source type | Wrong visual structure — URL vs local file vs data field each have different schemas and expression types | Always ask the user for the image source (local file / URL / data field) before creating the visual — see image.md § Source Types Overview |
| Creating a data-bound image visual with a field that lacks dataCategory: ImageUrl | Visual renders blank or error | Warn the user first — the visual will render blank without dataCategory: ImageUrl. Present alternatives (other ImageUrl fields, local file, URL) and confirm before creating — see image.md § Select from data |
| Placing background image on page canvas instead of visual plot area | User asks for "background image" alongside a visual (e.g., "column chart with background image") but image is placed on page.json → objects.background instead of visual.objects.plotArea | When a background image is requested in the context of a specific visual, default to plotArea.image. Only use page-level background.image when the user explicitly says "page background" / "canvas background" or no visual context exists — see image.md § Plot Area Background Image |
| Using map or filledMap instead of azureMap for map visuals | Legacy Bing Maps visuals — deprecated and must not be created; powerbi-report-author validate warns with PBIR_VISUAL_TYPE_DEPRECATED | Always use azureMap — see map.md. If the map fails to render or geocode, debug the fields, try alternative geographic columns/coordinates, or ask the user — do not silently substitute a non-map visual without consulting the user first |
| Creating tableEx/pivotTable without columnAdjustment: growToFit | Columns shrink-wrap to content, leaving unused whitespace | Always set columnHeaders.columnAdjustment to growToFit and autoSizeColumnWidth to true — see table.md |
| Custom table/matrix row colors with no effect (white background) | Default style preset overrides objects-level backColorPrimary/backColorSecondary | Set stylePreset VCO to 'None' on every tableEx/pivotTable with custom colors — see table.md § Style Presets |
| Table cells white despite dark VCO background | visualContainerObjects.background only controls outer container — table cells paint on top | Set dark colors in objects.values.backColorPrimary/Secondary and objects.columnHeaders.backColor, not in VCO — see re-theming.md § Dark Mode Checklist |
| Dark theme applied but cards/tables/slicers still white | Dark mode triggers every formatting trap simultaneously | Follow the full re-theming.md § Dark Mode Authoring Checklist — covers stylePreset, fillCustom+id selector, objects vs VCO, and contrast audit |
| Theme JSON changes do not appear after Desktop reload | Desktop caches theme files by file name | Rename the theme JSON with a small random suffix, update the theme registration in report.json, then reload; otherwise close and reopen Desktop |
| Placing sortDefinition inside visual or at root of visual.json | Schema validation error; sort silently ignored — chart falls back to alphabetical | sortDefinition is a property of query — use visual.query.sortDefinition. Supported since visualConfiguration/2.2.0 |
| Container shape fill doesn't match reference | Text invisible or wrong background color | Match the fill color and transparency to the reference image. If the page background already provides the color, skip the shape entirely. If the shape must be invisible, verify text color still contrasts with the page canvas — see shape.md § Container Shapes |
| Shape text invisible after re-theme | Shape text object has no explicit fontColor — text inherits theme foreground, but when fill is a light color (e.g., white pill/button) on a light page canvas, inherited dark foreground may not render or the fill blends with canvas making text vanish | Always set explicit fontColor on shape text objects (in the { selector: { id: "default" } } entry). During re-theming, audit all shapes with text.show: true — bulk hex-replacement misses shapes that need a new fontColor property added |
| Enabling logAxisScale on data with zero or negative values | PBI Desktop silently falls back to linear scale with a warning — log of zero/negative is undefined | Warn the user before applying. Use ask_user to present alternatives (filter negatives, switch measure, use labelDisplayUnits). Apply logAxisScale: true only after the user resolves negative values or confirms all bound values are positive — see cartesian.md § Log Scale |
| Changing theme without sweeping inline overrides | Old colors remain on shapes, page backgrounds, nav buttons, textboxes — theme-only change has no effect on hardcoded Literal hex values at Priority 2 in the cascade | When the report has per-visual color overrides, follow re-theming.md § Re-theming Workflow Steps 0–3: build a color mapping, update theme JSON, then bulk-sweep definition/ files for old hex values before reload |
| Changing only dataColors in theme without sweeping | Shapes, accent bars, nav button borders retain old accent colors — they use hardcoded Literal hex from the old dataColors array, not ThemeDataColor references | Sweep ALL old dataColors[N] hex values across definition/ files. Even same-polarity "just change the accent/data colors" requests need the full sweep — shapes and nav elements commonly hardcode dataColors[0] as accent fills/outlines. |
For Microsoft Learn setup guidance, support constraints, and feature availability, use Power BI report authoring docs.
development
Build a guided requirements-to-implementation workflow for new Power BI reports and dashboards from semantic models, datasets, or PBIP projects. Use when the user wants to: (1) plan then implement a report, (2) define audience, scope, page plan, design direction, dependencies, and delivery target, (3) create a locked report spec with approval before PBIR authoring. For direct edits to existing report files, use `powerbi-report-authoring`. For design-only critique or redesign, use `powerbi-report-design`. Triggers: "build me a dashboard", "create a new report", "plan then implement", "define and build Power BI report", "walk me through creating a report".
tools
Manage Power BI report workspace items in Microsoft Fabric via `az rest` CLI against the Fabric REST API. Use when the user wants to: (1) create reports from PBIR definitions, (2) get or download report definitions, (3) update report definitions or properties, (4) list workspace reports, (5) delete reports. For report layout authoring (pages, visuals, filters, formatting), use `powerbi-report-authoring`. Triggers: upload Power BI report, download PBIR definition, publish Power BI report to Fabric, manage Power BI reports.
development
Generate Power BI report visual design guidance before PBIR files are written. Use when the user wants to: (1) choose tone, signature, page archetypes, chart types, layout, color, typography, theme direction, or accessibility approach, (2) redesign/restyle an existing report, apply a brand, or critique chart/layout choices, (3) produce a design contract for `powerbi-report-authoring`. For end-to-end requirements, approval, and build sequencing, use `powerbi-report-planning`. Triggers: "design Power BI report", "make dashboard look professional", "choose chart type", "apply brand to report", "redesign report", "create design brief".
development
Build a guided requirements-to-implementation workflow for new Power BI reports and dashboards from semantic models, datasets, or PBIP projects. Use when the user wants to: (1) plan then implement a report, (2) define audience, scope, page plan, design direction, dependencies, and delivery target, (3) create a locked report spec with approval before PBIR authoring. For direct edits to existing report files, use `powerbi-report-authoring`. For design-only critique or redesign, use `powerbi-report-design`. Triggers: "build me a dashboard", "create a new report", "plan then implement", "define and build Power BI report", "walk me through creating a report".