Individual skill
fabric-data-agent-perf-remediate
Diagnose and resolve Microsoft Fabric Data Agent performance issues including slow query generation, capacity throttling (HTTP 430), Spark session startup delays, KQL/SQL/DAX query timeouts, data source misconfiguration, example query validation failures, resource profile tuning, VOrder optimization, autotune settings, and Lakehouse table maintenance. Use when asked to troubleshoot Fabric Data Agent response times, fix agent query accuracy, debug Operations Agent playbook performance, resolve capacity SKU limits, optimize Spark compute for agents, or diagnose Data Agent data source connection issues.
skills/fabric-data-agent-perf-remediate/SKILL.md
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- Last checked
- Nov 6, 2026
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- Repository last updated
- Jun 7, 2026
- License
- MIT
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- claude Repository topic
- claude-skills Repository topic
- copilot Repository topic
- copilot-skills Repository topic
- fabric Repository topic
- microsoft-fabric Repository topic
- data Derived category
- operations Derived category
- data-databases Derived category
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LICENSE.txtdoc · 11,358 bytesSKILL.mdcore · 9,620 bytesSKILL.mdcore · 9,620 bytesSKILL.mdcore · 9,620 bytesSKILL.mdcore · 9,620 bytesSKILL.mdcore · 9,620 bytesSKILL.mdcore · 9,620 bytesSKILL.mdcore · 9,620 bytesSKILL.mdcore · 9,620 bytesSKILL.mdcore · 9,620 bytesSKILL.mdcore · 9,620 bytesreferences/workflow-autoscale-billing.mddoc · 2,857 bytesreferences/workflow-capacity-throttling.mddoc · 3,693 bytesreferences/workflow-data-source-config.mddoc · 5,130 bytesreferences/workflow-example-queries.mddoc · 4,327 bytesreferences/workflow-operations-agent.mddoc · 3,398 bytesreferences/workflow-resource-profiles.mddoc · 4,228 bytesreferences/workflow-spark-startup.mddoc · 3,448 bytesreferences/workflow-table-maintenance.mddoc · 2,926 bytesscripts/Get-FabricAgentDiagnostics.ps1runs · 4,883 bytesscripts/Invoke-TableMaintenance.ps1runs · 5,618 bytesscripts/Test-ExampleQueries.ps1runs · 5,012 bytestemplates/agent-instructions-template.mddoc · 1,125 bytestemplates/datasource-instructions-template.mddoc · 1,019 bytes
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# Fabric Data Agent Performance remediate
Systematic toolkit for diagnosing and resolving performance issues in Microsoft Fabric Data
Agents, Operations Agents, and their underlying Spark compute and data source infrastructure.
## When to Use This Skill
- Data Agent responses are slow or timing out
- Agent-generated SQL/KQL/DAX queries return errors or produce incorrect results
- Spark session startup takes longer than expected (>10 seconds)
- Capacity throttling errors (HTTP 430) during agent workloads
- Operations Agent playbooks fail to execute or trigger actions
- Data source connections are unreliable or stale
- Example queries fail validation against schema
- Resource profiles need tuning for agent-specific workloads