| name | powerbi-ai-frown-to-fix-triage |
| description | Use when Power BI Desktop produces a Frown error, PBIP load failure, model validation error, visual error, DirectQuery error, Power Query load error, or Desktop crash that must be mapped to likely fixes. |
Power BI AI Frown-to-Fix Triage
Use this skill to translate Power BI Desktop Frown output into a concrete repair plan.
Triage Pattern
- Capture error message, timestamp, Desktop version, session id, and failing artifact.
- Classify failure domain: PBIP/PBIR structure, TMDL model, relationship graph, DAX, Power Query/M, native source, DirectQuery/live connection, visual binding, or Desktop compatibility.
- Extract named tables, measures, relationships, queries, pages, and visuals.
- Map symptoms to likely source files and validators.
- Produce a fix plan and retest command sequence.
Output Requirements
- Include failure class, evidence, likely root cause, affected files, fix plan, and retest path.
- Do not guess silently; mark low-confidence diagnoses and required evidence.
Executable Support
- Use
scripts/powerbi_desktop_smoke_test.ps1 to capture before/after Frown evidence.
- Use
scripts/powerbi_expert_factory.py validate first to catch common causes before reopening Desktop: ambiguous paths, missing visual bindings, brittle M navigation, and unsupported demo source patterns.
