Use this skill for any Kusto query or telemetry investigation specifically related to Fluid Framework or its partners. Triggers include: writing or running a Kusto query against the Office Fluid database, investigating Fluid Framework telemetry or error rates, querying Office_Fluid_FluidRuntime_* tables, looking up a Fluid session by Session_Id or docId, investigating a Fluid-related error in Loop or Whiteboard telemetry, monitoring an FF bump or partner ring deployment, checking Fluid render reliability or Scriptor errors, or when the user mentions Fluid-specific tables (Office_Fluid_FluidRuntime_*, OwhLoads, HostTracker, Scriptor) or Fluid-specific error types (dataCorruptionError, dataProcessingError, DeltaConnectionFailureToConnect, ICE, ACE). Do NOT trigger for general Kusto questions that are not related to Fluid Framework.
npx skills add https://github.com/microsoft/FluidFramework --skill ff-oce-kusto
This skill provides a comprehensive reference for Fluid Framework telemetry investigation in Kusto. Load it whenever a Kusto query needs to be written, interpreted, or run against the Office Fluid database.
> VPN required. The Office Fluid Kusto cluster (https://kusto.aria.microsoft.com) is only reachable on the Microsoft internal network. If a query fails to connect or returns no results unexpectedly, remind the user to check that their VPN is on before troubleshooting further.
https://kusto.aria.microsoft.comOffice Fluid6a8929bcfc6d44e9b13fee392ada9cf0 (use this, not the pretty name, as the database parameter in kusto_query)Office Fluid Test742fa5a288b045e5beab1a2b8e445a71 — contains office_fluid_ffautomation_* tables used for stress test / pipeline telemetry. These tables are NOT in the primary "Office Fluid" database.The primary tables are:
Office_Fluid_FluidRuntime_Error — all errors (first stop)Office_Fluid_FluidRuntime_Performance — timing eventsOffice_Fluid_FluidRuntime_Generic — everything elseunion Office_Fluid_FluidRuntime_* — all three at onceOwhLoads (stored function) — denominator for ICE/ACE error rate queriesKey correlation ID hierarchy: Session_Id/Data_hostCorrelationId → Data_pageCorrelationId → Data_docId → Data_containerId
Key deployment ring field: Loop_Audience (FluidRuntime tables), Release_AudienceGroup (OWH/QoS tables)
Before writing any non-trivial Kusto query, read the full reference file:
references/kusto-query-reference.md
This reference contains:
WhyIsTheContainerStuck(), stress test automation (FindBuildErrors, DidSummarizerRecover, SummarizerView)ago()) so queries remain reproducibleData_stack !has '.goskope.com' and Data_channelFactoryType !has '.myshn.net' in corruption queries to exclude known reverse proxieshll() / dcount_hll(hll_merge(...)) pattern is required for EU-compliant distinct user counts across clustersmacro-expand force_remote = true officefluid_global as X (...) | summarize ...Loop_Audience (FluidRuntime) and Release_AudienceGroup (OWH/QoS) are the same concept; filter == "Production" to exclude dogfood noiseBuild WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automating WhatsApp conversations and event handling.
Add Sentry v8 error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking database performance. ALL ERRORS MUST BE CAPTURED TO SENTRY - no exceptions.
Manage MongoDB Atlas Organizations as Azure ARM resources with unified billing through Azure Marketplace.
Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.
Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.
Azure Resource Manager SDK for Redis in .NET.
Migration monitoring, CDC, and observability infrastructure
Deploy applications on Railway platform. Use when deploying containerized apps, setting up databases, configuring private networking, or managing Railway projects. Triggers on Railway, railway.app, deploy container, Railway database.
Take microsoft/ff-oce-kusto from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.