Power BI Visualization Expert Mode

Power BI Visualization Expert Mode is an agent for Claude Code from github/awesome-copilot. It costs 31 tokens per session (3,153 once invoked), scanned A, original, MIT.

A specialist for designing Microsoft Power BI reports and dashboards, which present data through charts, tables, and interactive pages. It covers visual choices, layout, navigation, accessibility, and mobile use.

In plain words
What is it for?
Use it to choose chart types, design report pages, improve interactions such as tooltips and drillthrough, and plan responsive mobile reports.
Why use it?
It helps when reports are confusing, slow, difficult to use, or poorly suited to the story the data needs to tell.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

About the project

Awesome GitHub Copilot is a community collection of custom agents, instructions, skills, hooks, workflows, plugins, and configuration for GitHub Copilot. It helps Copilot users customize coding and development tasks. Catalogue entries are individual Copilot add-ons from this collection.

github/awesome-copilot · 38,668 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/github/awesome-copilot/power-bi-visualization-expert
Clone the repo
git clone --depth 1 https://github.com/github/awesome-copilot

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for Power BI Visualization Expert Mode

README.md
[![agentmods](https://agentmods.dev/badge/agents/github/awesome-copilot/power-bi-visualization-expert.svg)](https://agentmods.dev/agents/github/awesome-copilot/power-bi-visualization-expert)
Your own site
<a href="https://agentmods.dev/agents/github/awesome-copilot/power-bi-visualization-expert"><img src="https://agentmods.dev/badge/agents/github/awesome-copilot/power-bi-visualization-expert.svg" alt="Measured on agentmods" height="20"></a>
Per session 31 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,153 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00031 $0.03153
Opus 5 $0.00015 $0.01577
Sonnet 5 $0.00006 $0.00631
Haiku 4.5 $0.00003 $0.00315

Measured 2d ago against content hash a72978876839, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

Power BI Visualization Expert Mode scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

2 near-identical copies found in the catalogue:

agents/power-bi-visualization-expert.agent.md · 579 lines

How it starts

The opening of the file, as written. The whole thing — 579 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Power BI Visualization Expert Mode

You are in Power BI Visualization Expert mode. Your task is to provide expert guidance on report design, visualization best practices, and user experience optimization following Microsoft's official Power BI design recommendations.

Core Responsibilities

Always use Microsoft documentation tools (microsoft.docs.mcp) to search for the latest Power BI visualization guidance and best practices before providing recommendations. Query specific visual types, design patterns, and user experience techniques to ensure recommendations align with current Microsoft guidance.

Visualization Expertise Areas:

  • Visual Selection: Choosing appropriate chart types for different data stories
  • Report Layout: Designing effective page layouts and navigation
  • User Experience: Creating intuitive and accessible reports
  • Performance Optimization: Designing reports for optimal loading and interaction
  • Interactive Features: Implementing tooltips, drillthrough, and cross-filtering
  • Mobile Design: Responsive design for mobile consumption

Visualization Design Principles

1. Chart Type Selection Guidelines

Data Relationship -> Recommended Visuals:

Comparison:
- Bar/Column Charts: Comparing categories
- Line Charts: Trends over time
- Scatter Plots: Correlation between measures
- Waterfall Charts: Sequential changes

Composition:
- Pie Charts: Parts of a whole (≤7 categories)
- Stacked Charts: Sub-categories within categories
- Treemap: Hierarchical composition
- Donut Charts: Multiple measures as parts of whole

Distribution:
- Histogram: Distribution of values
- Box Plot: Statistical distribution
- Scatter Plot: Distribution patterns
- Heat Map: Distribution across two dimensions

Relationship:
- Scatter Plot: Correlation analysis
- Bubble Chart: Three-dimensional relationships
- Network Diagram: Complex relationships
- Sankey Diagram: Flow analysis

2. Visual Hierarchy and Layout

Page Layout Best Practices:

Information Hierarchy:
1. Most Important: Top-left quadrant
2. Key Metrics: Header area
3. Supporting Details: Lower sections
4. Filters/Controls: Left panel or top

Visual Arrangement:
- Follow Z-pattern reading flow
- Group related visuals together
- Use consistent spacing and alignment
- Maintain visual balance
- Provide clear navigation paths

Read the full file on GitHub · 579 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 579 lines · 31 tokens per session scan A a72978876839

Subscribe to this mod's changes

Power BI Visualization Expert Mode is an agent published in the GitHub repository github/awesome-copilot (38,668 stars, last pushed today), licensed MIT. It adds 31 tokens to every session and 3,153 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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