data-goblin/power-bi-agentic-development

Audit Tenant Settings compares Fabric and Power BI tenant settings against a curated baseline and surfaces drift, delegated overrides, and related Entra group context. Use it when reviewing tenant governance or investigating setting behavior.

Connect To Power Bi Desktop uses PowerShell with TOM and ADOMD.NET to query and edit the local Analysis Services model in Power BI Desktop. It is used for model enumeration, DAX queries, metadata changes, and Desktop Bridge reload or screenshot checks.

DAX optimizes and debugs DAX measures in semantic models. Use it when a measure is slow, needs tuning, or you need help with DAX performance issues and anti-patterns.

Deneb Visuals creates and tunes Deneb charts for Power BI using Vega and Vega-Lite specs. Use it when building custom visuals, handling cross-filtering or theme colors, or diagnosing rendering and field-name issues.

Executing Spark Code in Fabric runs PySpark or Python on Fabric Spark compute through ephemeral Livy sessions without creating a notebook artifact. Use it to submit Spark code, read results, and write Delta tables back to a lakehouse.

Fabric CLI helps you use `fab` to inspect and manage Fabric and Power BI service workspaces, items, and configuration. Use it when working with Fabric, Power BI Service, or workspace content from the command line.

Help Me Get Started guides new users through Power BI agentic development setup and concepts. Use it for installation help, prerequisites, terminal guidance, safety questions, or learning about models, context, prompts, tools, and environments.

Improve My Agent Setup audits an agentic-development setup across skills, memory, tools, permissions, hooks, and secrets hygiene. Use it to review workflow health, score weak spots, and decide what to fix next.

Lineage Analysis traces downstream Power BI reports connected to a semantic model across Fabric workspaces. Use it before changing or deleting a model, or when you need impact analysis and cross-workspace dependencies.

PBIR Format Reference explains the Power BI Enhanced Report JSON structure and patterns for report, page, visual, filter, theme, and bookmark changes. Use it when working with PBIR metadata or visual.json properties in a report.

Paginated Reports authors, validates, publishes, and tests Power BI paginated reports in RDL format. Use it when creating print-perfect invoices, statements, or other multi-page reports and when editing or rendering .rdl files.

Pbip explains Power BI Project (PBIP) structure for thick and thin reports, PBIX conversion, renames, forks, and validation. Use it when working across .pbip, .pbism, .platform, definition.pbir, or cross-cutting project operations.

Pbir Cli manages Power BI reports through the pbir command-line tool. Use it to explore, create, format, validate, publish, refresh, screenshot, and verify .pbir, .pbip, and .pbix reports.

Power BI Custom Visuals builds reusable .pbiviz visuals with the pbiviz toolchain and MCP server. Use it to scaffold, implement, debug, package, certify, and publish Power BI developer visuals.

Power BI Report Builder creates and scaffolds complete Power BI reports from a semantic model using pbir CLI. It guides layout, visuals, filtering, formatting, validation, and publishing when you need a new report or dashboard.

Power BI Report Design defines the canon for report identity, layout, color, chart selection, accessibility, and the closing design gate. Use it when making design decisions or reviewing a Power BI report.

Power BI Themes designs, applies, audits, and validates report themes through pbir. Use it when a report needs rebranding, palette or font changes, override cleanup, or theme compliance checks.

Power Query authors, validates, and tests Power Query M expressions in semantic model partitions. Use it to write or fix partition expressions, check query folding, and run them against real data sources.

Python Visuals creates static Power BI visuals from Python scripts using matplotlib or seaborn. Use it when you need a Python visual, a matplotlib chart, or a seaborn chart in a PBIR report.

R Visuals creates static Power BI script visuals with R and ggplot2. Use it to add or edit R charts in PBIR reports when you need statistical visuals rendered as PNGs.

Refresh Semantic Model triggers, monitors, validates, and troubleshoots Power BI semantic model refreshes. Use it to run full or partial refreshes, check status, and confirm new data arrived.

Review Report evaluates Power BI reports for usage, design, and performance, then returns prioritized findings with recommendations. Use it to audit a report, check health, or decide whether it is being used.

SVG Visuals generates inline SVG graphics with DAX measures for Power BI reports. Use it when you need sparklines, progress bars, KPIs, gauges, or other DAX-generated visuals rendered as images.

TMDL Authoring edits .tmdl files directly in PBIP semantic models and converts BIM to TMDL. Use it for quick text-level fixes, adding measures or descriptions, and handling TMDL syntax and indentation.

Using DuckDB queries Fabric lakehouse and warehouse data in DuckDB, locally or inside a Fabric notebook. Use it for Delta table exploration, raw file reads, freshness checks, and data quality validation.