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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/authoring/button-part-02.md

Button Visual Authoring Guide - Part 2

Contents

  • Action Types

    • Data Function (translytical task flow)

  • Formatting Objects

  • Dual-Entry Pattern (Required)

  • State Selectors

  • Conditional Formatting (Data-Driven Color)

  • Shape Options

  • Icon Options

Continuation of button.md. Open this file directly from the skill reference index.

Action Types

Actions are set via visualContainerObjects.visualLink. Discover this VCO and its properties with powerbi-report-author formatting search actionButton "type|link". The type property determines the action; a companion property configures the destination. Commonly used action types:

Action Typetype ValueAdditional PropertiesUse Case
Back'Back'—Return to previous page (drillthrough)
Page Navigation'PageNavigation'navigationSection: '<pageId>'Navigate to a specific page
Bookmark'Bookmark'bookmark: '<bookmarkName>'Apply a bookmark state
Drillthrough'Drillthrough'drillthroughSection: '<pageId>'Navigate with filter context
Web URL'WebUrl'webUrl: '<url>'Open external link
Q&A'Qna'—Open Q&A explorer
Apply All Slicers'ApplyAllSlicers'—Apply pending slicer selections
Clear All Slicers'ClearAllSlicers'—Reset all slicers on page
Data Function'DataFunction'dataFunction: structured item reference (see Data Function)Invoke a Fabric User Data Function (translytical task flow)

Page Navigation example:

"visualLink": [{
  "properties": {
    "show": { "expr": { "Literal": { "Value": "true" } } },
    "type": { "expr": { "Literal": { "Value": "'PageNavigation'" } } },
    "navigationSection": { "expr": { "Literal": { "Value": "'<target_page_id>'" } } },
    "tooltip": { "expr": { "Literal": { "Value": "'Go to Details'" } } }
  }
}]

Web URL example:

"visualLink": [{
  "properties": {
    "show": { "expr": { "Literal": { "Value": "true" } } },
    "type": { "expr": { "Literal": { "Value": "'WebUrl'" } } },
    "webUrl": { "expr": { "Literal": { "Value": "'https://example.com'" } } }
  }
}]

Data-driven Web URL. webUrl also accepts a measure returning a URL string: "webUrl": { "expr": { "Measure": { "Expression": { "SourceRef": { "Entity": "Metrics" } }, "Property": "Btn URL" } } }. See conditional-formatting.md § Buttons and shapes (see conditional-formatting-part-03.md, section buttons-and-shapes).

Note: The companion property (navigationSection, drillthroughSection, bookmark) is the raw page id or bookmark name as a string literal. The validator cross-checks bookmark action targets against definition/bookmarks/; a missing destination is reported as PBIR_BOOKMARK_ACTION_REF_MISSING before Desktop reload. See bookmark.md (see bookmark.md).

Data Function (translytical task flow)

A DataFunction button invokes a published Fabric User Data Function (UDF) — a translytical task flow that runs server-side logic (e.g. Python write-back). Unlike the other action types, its companion dataFunction property is not a string literal: it is a structured item reference to the UDF plus a cached copy of the function signature and the button's parameter bindings.

Structure:

"visualLink": [{
  "properties": {
    "show": { "expr": { "Literal": { "Value": "true" } } },
    "type": { "expr": { "Literal": { "Value": "'DataFunction'" } } },
    "tooltip": { "expr": { "Literal": { "Value": "'Run data function'" } } },
    "dataFunction": {
      "kind": "ItemLocation",
      "byReference": {
        "itemId":      { "expr": { "Literal": { "Value": "'<userDataFunctions_item_id>'" } } },
        "workspaceId": { "expr": { "Literal": { "Value": "'<workspace_id>'" } } }
      },
      "metadata": {
        "dataFunction": {
          "name": "<function_name>",
          "autoRefresh": true,
          "parameters": [
            {
              "name": "<param_name>",
              "dataType": "string",
              "isOptional": false,
              "defaultValue": null,
              "type": "SlicerParameter",
              "slicer": "<slicer_visual_name>",
              "autoClear": false
            }
          ]
        }
      }
    }
  }
}]

Field reference:

FieldMeaningHow to obtain
byReference.workspaceIdGUID of the workspace holding the UDF (the Workspace dropdown in Desktop)Resolve workspace name → id (see SKILL.md CRITICAL NOTES (see ../authoring.md, section critical-notes): list workspaces + JMESPath filter)
byReference.itemIdGUID of the UserDataFunctions item — the Function set dropdownList items of type UserDataFunctions in the workspace → id (SKILL.md CRITICAL NOTES (see ../authoring.md, section critical-notes))
metadata.dataFunction.nameThe function within the item — the Data function dropdownFrom the UDF definition, or ask the user
metadata.dataFunction.parameters[]Cached copy of the function's parameter signature, each with its binding to a report elementFrom the UDF signature; bind each parameter to an input on the page

The GUIDs use the standard expr → Literal → Value envelope (single-quoted string), same as every other literal in PBIR — so once the ids are resolved, the reference is authored exactly like any other property.

Parameter bindings — each parameters[] entry copies the UDF parameter (name, dataType, isOptional, defaultValue) and adds how the button feeds it a value. General rule: every required parameter (isOptional: false, no defaultValue) must be bound to some input source on the page; optional parameters (isOptional: true, with a defaultValue) can be left unmapped and the function's default is used. If every parameter is optional, the button needs no input control at all.

Per the translytical task flow docs, a parameter's input source can be a slicer (button, list, or input/text slicer), a data field (a column in the Data pane), or a measure (e.g. SELECTEDVALUE(Customer[CustomerID]) to pass a single value). The type field on the parameters[] entry selects which source is used; author it to match the input you intend to bind.

Example — binding a parameter to a slicer (type: "SlicerParameter"):

{
  "name": "<param_name>",
  "dataType": "string",
  "isOptional": false,
  "defaultValue": null,
  "type": "SlicerParameter",
  "slicer": "<slicer_visual_name>",
  "autoClear": false
}

slicer is the target slicer visual's name (its visuals/<name> folder); autoClear controls whether the slicer resets after the function runs; the bound slicer must exist on the page for the button to enable. For a field or measure source the entry uses a different type and binding property — inspect a button authored in Desktop to capture the exact parameters[] shape before hand-writing it.

Authoring flow:

  1. Inspect the UDF signature. For each required parameter, choose an input source (slicer / field / measure); optional parameters may be skipped.

  2. Ensure each chosen input exists on the page (e.g. for a slicer source, note its visual name).

  3. Resolve workspaceId and the UserDataFunctions itemId (SKILL.md CRITICAL NOTES (see ../authoring.md, section critical-notes): list items + JMESPath filter).

  4. Author the button visual.json with type: 'DataFunction' and the dataFunction block above — one parameters[] entry per bound UDF parameter, each with the type and binding property for its source.

  5. Publish the report — the Fabric service executes the function when the button is clicked.

Runtime note: The referenced UDF must return a string. If the item reference or a required parameter's bound input (slicer/field/measure) is missing or invalid, the button still validates but stays disabled at runtime.


Formatting Objects

List the objects and which require selectors with powerbi-report-author formatting list-objects actionButton, and read each object's properties, types, and valid selector IDs (_selectorHint) with powerbi-report-author formatting describe-object actionButton <object>.

Two things the CLI does not surface:

  • shape needs a default-selector entry to render — see Shape Options.

  • rotation takes no selector — author its properties in a single no-selector entry.


Dual-Entry Pattern (Required)

Button formatting objects use a dual-entry array pattern:

  1. Entry 1 (no selector): Toggle properties (show) — applies to ALL states

  2. Entry 2 (with state selector): Styling properties — applies to that specific state

"fill": [
  { "properties": { "show": { "expr": { "Literal": { "Value": "true" } } } } },
  { "properties": { "fillColor": { "solid": { "color": { "expr": { "Literal": { "Value": "'#0078D4'" } } } } } }, "selector": { "id": "default" } }
]

⚠️ Putting all properties in one entry (with or without selector) causes formatting to silently fail. The button renders with defaults — no fill, no text color, no icon styling. Always separate show from styling properties.

Exceptions:

  • outline with show: false — can be a single unselectored entry (nothing to style)

  • rotation — never takes a selector; author all rotation properties in one no-selector entry (unlike shape, it does not need a default-selector entry).

  • shape — uses a two-entry pattern, but different from the show/style split above (there is no show toggle). See Shape Options.

shadow and glow follow the standard dual-entry rule — do not treat them like rotation. They are effect objects with a show toggle and a state selector, so show goes in Entry 1 (no selector) and the styling (color, shadowBlur, shadowPositionPreset, shadowDistance, angle) in Entry 2 (selector: { "id": "default" }). Putting show inside the default-selector entry (or cramming everything into one selectored entry) leaves the object toggled off in the format pane and not rendered — the effect silently never appears. This is the same failure as the fill example above.


State Selectors

Stateful objects accept a { "id": "<state>" } selector on each styling entry. Read the valid state IDs for an object from its _selectorHint (describe-object). The enum names don't spell out what each state means:

Selector IDStateWhen active
"default"Normal/restingNot hovered or pressed
"hover"Mouse overCursor is on the button
"selected"Pressed/activeButton is clicked/held
"disabled"InactiveButton action unavailable

shape is state-selectable too — the CLI does not show it. In Desktop the Shape card has an "Apply settings to → State" dropdown, and per-state shape entries render correctly (e.g. a default hexagon that becomes an oval on hover), verified by Desktop render. But describe-object actionButton shape currently returns no _selectorHint, so the CLI understates it — treat shape (including tileShape) as accepting the same default/hover/selected/disabled selectors as fill/text/outline.

The disabled state only appears when the button's action is genuinely unavailable — the only reliable trigger is a Drillthrough button with no data point selected. A button with an always-available action can author disabled styling but will never display it.

Add one styling entry per state:

"fill": [
  { "properties": { "show": { "expr": { "Literal": { "Value": "true" } } } } },
  { "properties": { "fillColor": { "solid": { "color": { "expr": { "Literal": { "Value": "'#0078D4'" } } } } } }, "selector": { "id": "default" } },
  { "properties": { "fillColor": { "solid": { "color": { "expr": { "Literal": { "Value": "'#005A9E'" } } } } } }, "selector": { "id": "hover" } }
]

Only the default state renders on the Edit-view canvas and in screenshot-all; hover/selected show only in Reading view or via the Format pane's state dropdown. A button whose action is unavailable renders in its disabled state automatically.


Conditional Formatting (Data-Driven Color)

Button color properties, the text label (text.text), and the Web URL action target support data-driven formatting. See conditional-formatting.md § Buttons and shapes (see conditional-formatting-part-03.md, section buttons-and-shapes) for the supported properties, styles (field value / rules / gradient), selector requirements, limits, and examples.


Shape Options

Set via objects.shape using a two-entry array. This is required for the shape to actually render — a single selector-less entry passes validation but Power BI Desktop silently renders a flat rectangle regardless of tileShape.

  • Entry 1 (no selector): tileShape + any shape-specific geometry params (roundEdge, parallelogramSlant, speechBubbleHeight, etc.).

  • Entry 2 (selector: { "id": "default" }): tileShape only — this is the entry Desktop reads to select the rendered shape.

"shape": [
  { "properties": { "tileShape": { "expr": { "Literal": { "Value": "'parallelogram'" } } }, "parallelogramSlant": { "expr": { "Literal": { "Value": "20L" } } } } },
  { "properties": { "tileShape": { "expr": { "Literal": { "Value": "'parallelogram'" } } } }, "selector": { "id": "default" } }
]

Keep geometry params in Entry 1 and only tileShape in the default entry — this matches Power BI's own serialization so the file round-trips cleanly. Get the tileShape enum values and each shape's geometry params (all integer literals, e.g. 20L) from powerbi-report-author formatting describe-object actionButton shape.

Non-rectangular shapes seat the label in a non-rectangular region — centered white text can overrun the colored area and vanish on the canvas. There is no sizing formula for this; handle it via shape choice, text.horizontalAlignment, short labels, and a render check — see Button Sizing Step 2 and Step 5.

⚠️ Never author tileShape: 'line'. The enum includes 'line', but it is a phantom — not offered in Desktop's Shape dropdown, renders as a near-invisible thin rule, and crashes the Desktop format pane when the button is selected. The CLI cannot flag this; exclude it yourself.


Icon Options

Set via objects.icon with a { "id": "default" } selector. Get the shapeType enum (built-in glyphs) and placement enum from powerbi-report-author formatting describe-object actionButton icon.

Behavioral facts the CLI does not surface:

  • shapeType: 'blank' renders no icon (label only).

  • iconSize is a numeric point size (Double, e.g. 28D), not an integer literal.

  • shapeType: 'custom' sets the icon image to a registered resource — add the raster under StaticResources/RegisteredResources/, list it in the report's resourcePackages, and point image.url at that resource path. Prefer a built-in shapeType glyph when one fits; only use custom when you have a real registered raster. Avoid inline data: URIs — they may author and validate (schema checks are skipped when the schema is unreachable) but can fail to render or destabilize Desktop.

Dual-entry for icon: put icon.show in the first no-selector entry and the styling (shapeType, placement, lineColor, iconSize, image) in a { "id": "default" } entry — same split as fill/text:

"icon": [
  { "properties": { "show": { "expr": { "Literal": { "Value": "true" } } } } },
  { "properties": { "shapeType": { "expr": { "Literal": { "Value": "'information'" } } }, "placement": { "expr": { "Literal": { "Value": "'left'" } } } }, "selector": { "id": "default" } }
]

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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