What is audit-power-bi-report?

A read-only review checklist for Power BI projects, where reports are built from data models, pages, visuals, and filters. It checks whether the report is valid, tidy, and using its model fields.

Use it to health-check a dashboard, inspect report and model structure, find unused measures or columns, trace dependencies, and identify risky cleanup candidates.

It helps find broken report parts, layout problems, and fields that appear unused before anyone changes or deletes them. It also distinguishes fields unused in this report from fields that may still be needed elsewhere.

audit-power-bi-report — Skill by rajdeepraoextras-dev/PBI-MCP-Server

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.

Any agent

npx skills add rajdeepraoextras-dev/PBI-MCP-Server --skill audit-power-bi-report

Clone the repo

git clone --depth 1 https://github.com/rajdeepraoextras-dev/PBI-MCP-Server

Made for: Claude Code, Codex.

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/skills/rajdeepraoextras-dev/pbi-mcp-server/audit-power-bi-report/github.svg)](https://agentmods.dev/skills/rajdeepraoextras-dev/pbi-mcp-server/audit-power-bi-report)

Your own site

<a href="https://agentmods.dev/skills/rajdeepraoextras-dev/pbi-mcp-server/audit-power-bi-report"><img src="https://agentmods.dev/badge/skills/rajdeepraoextras-dev/pbi-mcp-server/audit-power-bi-report/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/skills/rajdeepraoextras-dev/pbi-mcp-server/audit-power-bi-report"><img src="https://agentmods.dev/badge/skills/rajdeepraoextras-dev/pbi-mcp-server/audit-power-bi-report.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 96 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 677 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 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.

Model	Per session	Once invoked
Fable 5.1	$0.00096	$0.00677
Opus 5.5	$0.00038	$0.00271
Sonnet 5.5	$0.00019	$0.00135
Haiku 4.5	$0.00010	$0.00068

Measured 2mo ago against content hash c6c170997f22, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

audit-power-bi-report 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.

skills/audit-power-bi-report/SKILL.md · 58 lines

How it starts

The opening of the file, as written. The whole thing — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Audit a Power BI Project

Analysis before action. Run the read-only checks, summarize findings, and only mutate when the user asks. Call pbi_set_project(path) on both servers as needed.

1. Schema + design validity (report server)

pbi_validate_project() — is every page/visual/filter schema-valid? Report any errors verbatim; these are shapes Desktop would reject.
pbi_lint_page(page_id) for each page — overlaps, off-canvas visuals, too-small visuals, misaligned edges.

2. Field usage — what's actually used (report server)

pbi_model_usage() classifies every measure and column as direct (bound in a visual/filter), indirect (needed by a displayed measure or a relationship join), or unused.
The unused bucket is your cleanup candidate list — but confirm with the user before removing anything; "unused in this report" ≠ "safe to delete everywhere."

3. Model structure + lineage (model server)

pbi_profile_model() — fact/dimension/date tables, measure roles (ratio/currency/time-intelligence), grouping columns. Flags oddities like a fact table with no measures or a dimension with no key.
pbi_model_lineage() — the full dependency graph. Look for:
- measures nothing references (leaf measures) that are also unused in the report → strong removal candidates;
- unresolved references in any measure → a likely typo or broken DAX.

4. Before any delete

pbi_delete_measure(table, name, dry_run=true) shows what would break (measure dependents + report usage) without changing anything. Present that, get confirmation, then run with dry_run=false (or force=true only if the user accepts breaking the listed dependents).

Reporting the audit

Give the user a short, prioritized summary, e.g.:

Schema: ✅ valid (105 files). Design: 1 overlap on "Detail" page (visuals X, Y). Unused: 4 measures, 12 columns (list). None are referenced by other measures — safe removal candidates. Risk: measure "Old KPI" is bound in 2 visuals; deleting it breaks them.

Read the full file on GitHub · 58 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.

2mo ago First seen · 58 lines · 96 tokens per session scan A c6c170997f22

Subscribe to this mod's changes

audit-power-bi-report is a skill published in the GitHub repository rajdeepraoextras-dev/PBI-MCP-Server (0 stars, last pushed 1mo ago), licensed MIT. It adds 96 tokens to every session and 677 once invoked, about $0.0004 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 claude dax mcp mcp-server model-context-protocol pbip

audit-power-bi-report next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
audit-power-bi-reportrajdeepraoextras-dev/PBI-MCP-Server	Skill	0	1mo ago	MIT	A	96	Claude Code, Codex
opik-diagnosecomet-ml/opik-mcp	Skill	225	9d ago	Apache-2.0	A	187	Claude Code
cortex-explore-memorycdeust/Cortex	Skill	76	yesterday	MIT	A	91	Claude Code
qmclaw-workbenchxi-zhao/OpenQuantum	Skill	71	yesterday	MIT	A	124	Codex
quantum-fermi-hubbard-vqexi-zhao/OpenQuantum	Skill	71	yesterday	MIT	A	67	Claude Code, Codex
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