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 skills add santoshkanthety/powerbi-agent --skill powerbi-data-governance-traceabilitygit clone --depth 1 https://github.com/santoshkanthety/powerbi-agentWrote 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/skills/santoshkanthety/powerbi-agent/powerbi-data-governance-traceability)<a href="https://agentmods.dev/skills/santoshkanthety/powerbi-agent/powerbi-data-governance-traceability"><img src="https://agentmods.dev/badge/skills/santoshkanthety/powerbi-agent/powerbi-data-governance-traceability/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.
<a href="https://agentmods.dev/skills/santoshkanthety/powerbi-agent/powerbi-data-governance-traceability"><img src="https://agentmods.dev/badge/skills/santoshkanthety/powerbi-agent/powerbi-data-governance-traceability.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00121 | $0.02132 |
| Opus 5 | $0.00060 | $0.01066 |
| Sonnet 5 | $0.00024 | $0.00426 |
| Haiku 4.5 | $0.00012 | $0.00213 |
Grade A, and why
powerbi-data-governance-traceability scanned grade A with 1 finding 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 11d 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.
Sends data to an external URLlowData exfiltration
A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.
httpx.post( "https://api.powerbi.com/v1.0/myorg/datasets/{datasetId}/Default.SetLabels", Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
How it starts
The opening of the file, as written. The whole thing — 255 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Data Governance & Traceability in Power BI / Fabric
The Traceability Stack
Full traceability in Fabric means you can answer: "For any metric in a report — which source tables feed it, who can see it, how long is it kept, and can I prove it to a regulator?"
Source System (SQL Server / Snowflake / API)
└─ Fabric Lakehouse (Bronze → Silver → Gold)
└─ Semantic Model (Power BI Dataset)
└─ Report / Dashboard
└─ Export / Embed → Consumer recorded in Purview
All hops tracked by Microsoft Purview when connected to Fabric workspace.
Data Classification with Sensitivity Labels
Microsoft Purview Sensitivity Labels propagate from data source → dataset → report → export.
# CLI: apply sensitivity label to a dataset
pbi-agent model set-label --workspace "Analytics" --dataset "Sales Model" --label "Confidential"
# List all datasets and their current sensitivity labels
pbi-agent model list-labels --workspace "Analytics"
# Power BI REST API: assign sensitivity label
import httpx, os
token = os.environ["FABRIC_TOKEN"]
headers = {"Authorization": f"Bearer {token}"}
# Apply "Confidential" label to a dataset
httpx.post(
"https://api.powerbi.com/v1.0/myorg/datasets/{datasetId}/Default.SetLabels",
headers=headers,
json={"datasetId": "{datasetId}", "sensitivity": "Confidential"}
)
Label Hierarchy
| Label | Use Case | Power BI Behaviour |
|---|---|---|
| Public | Marketing content | No restrictions |
| Internal | Internal dashboards | Watermark on exports |
| Confidential | PII, business metrics | Encrypted export; logged |
| Highly Confidential | Financial, HR, legal | Export blocked; alert on access |
Microsoft Purview Integration
Connect Purview to scan and catalog all Fabric / Power BI assets:
# After connecting Purview to your Fabric workspace:
# 1. Trigger a manual scan
pbi-agent catalog purview-scan --workspace "Production"
# 2. View lineage for a report
pbi-agent catalog lineage --report "Revenue Dashboard" --workspace "Production"
# 3. Find all reports using a specific column
pbi-agent catalog impact --dataset "Sales Model" --column "customer_email"
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.
- 11d ago First seen · 255 lines · 0 tokens per session scan A 11d4567ead4d
powerbi-data-governance-traceability is a skill published in the GitHub repository santoshkanthety/powerbi-agent (2 stars, last pushed 12d ago), licensed MIT. It adds 121 tokens to every session and 2,132 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 1 finding (sends data to an external url). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
seshat-bi
Route a BI project through Seshat BI's governed seven-stage readiness flow. Use when a user asks to inspect a retail source, initialize a Seshat project, find the truthful next action, validate readiness evidence, or stop at the correct human approval gate.
Data Retention Schedule Review
Use when reviewing a draft or existing data retention schedule to inventory data categories against stated purposes, collect retention-period facts, flag legal-hold interactions, and surface orphaned-data and vendor-coverage gaps for attorney review.
powerbi-workflows
Route guarded Power BI work -- design, native report authoring, semantic-model operations, published queries, QA, bounded formatting, and PBIP adoption -- to the correct Seshat or official Microsoft surface under Seshat BI's gates.
dbt-workflows
Route dbt intent to Seshat's governed shadow workflow or the official dbt Labs competence and execution owner, without bypassing readiness or evidence.
dagster-workflows
Route Dagster intent to Seshat's governed medallion workflow or the official Dagster competence owner without bypassing readiness, approvals, or evidence.
pbi-mcp-doctor
Use when a user asks whether or how to wire Microsoft's official Power BI MCP servers into a Seshat BI workspace: run the read-only environment doctor, map a task to the governed Power BI surface (including the official report-authoring skill), generate a safe read-only config template, or run the mocked read-only…