Individual skill

fabric-onelake-perf-remediate

Diagnose and resolve Microsoft Fabric OneLake performance issues including slow queries, cold cache latency, small file problems, Delta table fragmentation, V-Order optimization, Spark throttling, capacity SKU sizing, and cross-region data access. Use when remediate OneLake read/write performance, lakehouse query slowness, Direct Lake fallback, table maintenance failures, Spark concurrency limits, warehouse cold starts, or optimizing Delta parquet file layouts. Supports PowerShell, T-SQL, and Spark SQL diagnostic workflows.

skills/fabric-onelake-perf-remediate/SKILL.md

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Jun 7, 2026
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# OneLake Performance remediate

Systematic diagnostic and remediation toolkit for Microsoft Fabric OneLake performance issues. Covers the full stack from capacity-level throttling down to individual Delta table file layout problems.

## When to Use This Skill

- OneLake read or write operations are slow or timing out
- Lakehouse or warehouse queries have unexpectedly high latency
- Spark jobs are being throttled with HTTP 430 errors
- Delta tables have accumulated many small files (small file problem)
- Direct Lake semantic models are falling back to DirectQuery
- Cold cache performance is significantly slower than warm cache
- Cross-region data access is adding network latency
- V-Order is not applied or needs to be enabled/disabled
- Table maintenance (OPTIMIZE, VACUUM) is failing or not improving performance
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