What is Power BI Visualization Expert Mode?

Guidance for designing charts, reports, and dashboards in Microsoft Power BI, a tool for turning data into interactive visual reports.

Use it when planning or reviewing Power BI reports and dashboards, choosing visualizations, and applying Microsoft’s report-design practices.

It helps you choose clear ways to present data and avoid report designs that are hard to use or slow to load.

Power BI Visualization Expert Mode — Agent by cherryjain-msft

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.

Clone the repo

git clone --depth 1 https://github.com/cherryjain-msft/awesome-fabric

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/cherryjain-msft/awesome-fabric/power-bi-visualization-expert/github.svg)](https://agentmods.dev/agents/cherryjain-msft/awesome-fabric/power-bi-visualization-expert)

Your own site

<a href="https://agentmods.dev/agents/cherryjain-msft/awesome-fabric/power-bi-visualization-expert"><img src="https://agentmods.dev/badge/agents/cherryjain-msft/awesome-fabric/power-bi-visualization-expert/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/agents/cherryjain-msft/awesome-fabric/power-bi-visualization-expert"><img src="https://agentmods.dev/badge/agents/cherryjain-msft/awesome-fabric/power-bi-visualization-expert.svg" alt="Reviewed on agentmods" width="80" 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. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.00031	$0.03153
Opus 5.5	$0.00012	$0.01261
Sonnet 5.5	$0.00006	$0.00631
Haiku 4.5	$0.00003	$0.00315

Measured 2mo ago against content hash a72978876839, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 2mo 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.

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

The source is not reproduced here

No licence file

Read it on GitHub

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.

2mo 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 cherryjain-msft/awesome-fabric (1 stars, last pushed 8mo ago), with no licence file. It adds 31 tokens to every session and 3,153 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-08-31.

Analytics and metrics Design and UX

Power BI Visualization Expert Mode next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
Power BI Visualization Expert Modecherryjain-msft/awesome-fabric	Agent	1	8mo ago	none	A	31	Claude Code
ux-flow-auditorCharlesWiltgen/Axiom	Agent	1.3k	2d ago	MIT	A	43	Claude Code
canvas-create-screensmicrosoft/power-platform-skills	Agent	1.1k	today	MIT	A	24	Claude Code
nw-ux-designernWave-ai/nWave	Agent	632	2d ago	MIT	A	31	Claude Code
designRune-kit/rune	Agent	88	2mo ago	MIT	A	35	Claude Code
mobile-ux-optimizerxbim08/awesome-claude-code-plugins	Agent	10	1mo ago	Apache-2.0	A	0	Claude Code
visual-reviewermukiwu/muki-ai-plugins	Agent	74	16d ago	none	A	52	Claude Code