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.
npx agentmods add agents/archubbuck/workspace-architect/power-bi-visualization-expertgit clone --depth 1 https://github.com/archubbuck/workspace-architectWrote 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.
[](https://agentmods.dev/agents/archubbuck/workspace-architect/power-bi-visualization-expert)<a href="https://agentmods.dev/agents/archubbuck/workspace-architect/power-bi-visualization-expert"><img src="https://agentmods.dev/badge/agents/archubbuck/workspace-architect/power-bi-visualization-expert.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once 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 |
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.
This is a copy
100% identical to Power BI Visualization Expert Mode — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
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
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.
- 2d ago First seen · 579 lines · 31 tokens per session scan A a72978876839
Power BI Visualization Expert Mode is an agent published in the GitHub repository archubbuck/workspace-architect (18 stars, last pushed 2d ago), licensed ISC. 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. It is 100% identical to Power BI Visualization Expert Mode, differing in 0 lines, and is treated as a copy.
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