/sqlwait-review
Analyze SQL Server wait statistics to identify why the server or a session is slow. Applies 44 checks (V1–V44) covering I/O, locks, parallelism, memory, CPU, TempDB, log I/O, network, latch contention, log space exhaustion, poison/throttle waits, backup I/O, insert hotspots,
$ npx -y skills add vanterx/mssql-performance-skills --skill sqlwait-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/sqlwait-review
Context preview
The summary Claude sees to decide when to auto-load this skill.
Analyze SQL Server wait statistics to identify why the server or a session is slow. Applies 44 checks (V1–V44) covering I/O, locks, parallelism, memory, CPU, TempDB, log I/O, network, latch contention, log space exhaustion, poison/throttle waits, backup I/O, insert hotspots,
SKILL.md
sqlwait-review.SKILL.mdname: sqlwait-review
description: Analyze SQL Server wait statistics to identify why the server or a session is slow. Applies 44 checks (V1–V44) covering I/O, locks, parallelism, memory, CPU, TempDB, log I/O, network, latch contention, log space exhaustion, poison/throttle waits, backup I/O, insert hotspots, cumulative skew detection, multi-snapshot trend analysis, In-Memory OLTP, Columnstore, Query Store, Transaction/DTC, Service Broker, Full Text Search, Parallel Redo, forced memory grants, grant timeouts, stolen memory, file I/O latency, SQL 2019/2022 IQP/PSP/ADR feature waits, and TempDB memory-optimized metadata contention. Based on community wait statistics methodology. Use when pasting sys.dm_os_wait_stats or sys.dm_exec_requests output.
triggers:
- /sqlwait-review
- /wait-review
- /waits
SQL Server Wait Statistics Review Skill
Purpose
Analyze SQL Server wait statistics and identify the dominant bottleneck using the **Waits and Queues** methodology. Applies 44 checks (V1–V44): V1–V18 classify each significant wait type into its root cause and produce a prioritized remediation plan; V19–V26 perform multi-snapshot trend analysis when 3+ time windows are provided — detecting worsening trends, spikes, peak periods, and emerging bottlenecks; V27–V29 cover specialized scenarios (PAGELATCH on user databases, backup I/O, cumulative skew from outlier events); V30–V36 cover modern feature wait types (In-Memory OLTP, Columnstore, Query Store, Transaction/DTC, Service Broker, Full Text Search, Parallel Redo); V37–V40 add DMV-level memory and I/O detail — forced memory grants, grant timeouts, stolen memory, and file-level I/O latency (requires optional capture queries); V41–V44 cover SQL 2019/2022 IQP/PSP/ADR feature-specific wait types and TempDB memory-optimized metadata contention (SQL 2019+).
The Waits and Queues methodology is based on how SQL Server's thread scheduler works: threads are always in one of three states — **RUNNING** (on CPU), **RUNNABLE** (queued for CPU), or **SUSPENDED** (waiting for a resource). Every time a thread suspends, SQL Server records the wait type and duration. Analyzing the top accumulated waits reveals the dominant bottleneck — not by guessing, but by measuring exactly what the server spent its time waiting for.
Wait analysis answers the question execution plans cannot: *why* is the server slow when no individual query has a bad plan? The answer is almost always in the wait types — I/O, locks, CPU, memory, or network.
Input
Accept any of:
- Output from the `sys.dm_os_wait_stats` capture query below (paste the result grid)
- Output from `sys.dm_exec_requests` for current active session waits
- A `.txt` or `.csv` file containing either of the above
- A natural language description of the top wait types ("PAGEIOLATCH_SH is 78% of waits, CXPACKET is 12%")
Recommended capture query
Run on the SQL Server instance and paste the results:
-- Wait statistics since last SQL Server restart or DBCC SQLPERF('sys.dm_os_wait_stats', CLEAR)
-- Benign exclusion list based on community wait statistics methodology
SELECT TOP 20
wait_type,
waiting_tasks_count,
wait_time_ms,
max_wait_time_ms,
signal_wait_time_ms,
CAST(100.0 * wait_time_ms
/ NULLIF(SUM(wait_time_ms) OVER (), 0) AS DECIMAL(5,2)) AS pct_total
FROM sys.dm_os_wait_stats
WHERE wait_type NOT IN (
-- Broker / Service Broker
'BROKER_EVENTHANDLER','BROKER_RECEIVE_WAITFOR','BROKER_TASK_STOP',
'BROKER_TO_FLUSH','BROKER_TRANSMITTER',
-- Checkpoint / CLR
'CHECKPOINT_QUEUE','CHKPT','CLR_AUTO_EVENT','CLR_MANUAL_EVENT','CLR_SEMAPHORE',
-- Mirroring / HADR background (idle components only — not HADR_SYNC_COMMIT)
'DBMIRROR_DBM_EVENT','DBMIRROR_DBM_MUTEX','DBMIRROR_EVENTS_QUEUE',
'DBMIRROR_WORKER_QUEUE','DBMIRRORING_CMD',
'HADR_CLUSAPI_CALL','HADR_FABRIC_CALLBACK','HADR_FILESTREAM_IOMGR_IOCOMPLETION',
'HADR_LOGCAPTURE_WAIT','HADR_NOTIFICATION_DEQUEUE','HADR_TIMER_TASK',
'HADR_WORK_QUEUE',
-- Background / dispatcher
'DIRTY_PAGE_POLL','DISPATCHER_QUEUE_SEMAPHORE',
'EXECSYNC','FSAGENT',
'FT_IFTS_SCHEDULER_IDLE_WAIT','FT_IFTSHC_MUTEX',
'KSOURCE_WAKEUP','LAZYWRITER_SLEEP','LOGMGR_QUEUE',
'MEMORY_ALLOCATION_EXT',
'ONDEMAND_TASK_QUEUE',
'PARALLEL_REDO_DRAIN_WORKER','PARALLEL_REDO_LOG_CACHE',
'PARALLEL_REDO_TRAN_LIST','PARALLEL_REDO_WORKER_SYNC',
'PARALLEL_REDO_WORKER_WAIT_WORK','POPULATE_LOCK_ORDINALS',
'PREEMPTIVE_HADR_LEASE_MECHANISM','PREEMPTIVE_OS_FLUSHFILEBUFFERS',
'PREEMPTIVE_SP_SERVER_DIAGNOSTICS','PREEMPTIVE_XE_GETTARGETSTATE',
'PVS_PREALLOCATE',
'PWAIT_ALL_COMPONENTS_INITIALIZED','PWAIT_DIRECTLOGCONSUMER_GETNEXT',
'PWAIT_EXTENSIBILITY_CLEANUP_TASK',
'QDS_ASYNC_QUEUE','QDS_CLEANUP_STALE_QUERIES_TASK_MAIN_LOOP_SLEEP',
'QDS_PERSIST_TASK_MAIN_LOOP_SLEEP','QDS_SHUTDOWN_QUEUE',
'REDO_THREAD_PENDING_WORK',
'REQUEST_FOR_DEADLOCK_SEARCH','RESOURCE_QUEUE',
'SERVER_IDLE_CHECK','SLEEP_BPOOL_FLUSH',
'SLEEP_DBSTARTUP','SLEEP_DBTASK','SLEEP_DCOMSTARTUP',
'SLEEP_MASTERDBREADY','SLEEP_MASTERMDREADY','SLEEP_MASTERUPGRADED',
'SLEEP_MSDBSTARTUP','SLEEP_SYSTEMTASK','SLEEP_TASK','SLEEP_TEMPDBSTARTUP',
'SNI_HTTP_ACCEPT','SOS_WORK_DISPATCHER',
'SP_SERVER_DIAGNOSTICS_SLEEP',
'SQLTRACE_BUFFER_FLUSH','SQLTRACE_INCREMENTAL_FLUSH_SLEEP',
'UCS_SESSION_REGISTRATION','VDI_CLIENT_OTHER',
'WAIT_FOR_RESULTS','WAIT_XTP_OFFLINE_CKPT_NEW_LOG',
'WAITFOR','WAITFOR_TASKSHUTDOWN',
'XE_DISPATCHER_WAIT','XE_LIVE_TARGET_TVF','XE_TIMER_EVENT'
)
ORDER BY wait_time_ms DESC;Two-snapshot differential query (recommended approach)
Cumulative waits since restart can be misleading — a busy nightly backup from 2 weeks ago dominates. Capture a differential over 30 minutes instead:
-- Snapshot 1 (run at T0)
-- Note: shorter exclusion list is acceptable here because delta subtraction between identical
-- snapshots cancels out idle wai
Read more
name: sqlwait-review description: Analyze SQL Server wait statistics to identify why the server or a session is slow. Applies 44 checks (V1–V44) covering I/O, locks, parallelism, memory, CPU, TempDB, log I/O, network, latch contention, log space exhaustion, poison/throttle waits, backup I/O, insert hotspots, cumulative skew detection, multi-snapshot trend analysis, In-Memory OLTP, Columnstore, Query Store, Transaction/DTC, Service Broker, Full Text Search, Parallel Redo, forced memory grants, grant timeouts, stolen memory, file I/O latency, SQL 2019/2022 IQP/PSP/ADR feature waits, and TempDB memory-optimized metadata contention. Based on community wait statistics methodology. Use when pasting sys.dm_os_wait_stats or sys.dm_exec_requests output. triggers: - /sqlwait-review - /wait-review - /waits
SQL Server Wait Statistics Review Skill
Purpose
Analyze SQL Server wait statistics and identify the dominant bottleneck using the **Waits and Queues** methodology. Applies 44 checks (V1–V44): V1–V18 classify each significant wait type into its root cause and produce a prioritized remediation plan; V19–V26 perform multi-snapshot trend analysis when 3+ time windows are provided — detecting worsening trends, spikes, peak periods, and emerging bottlenecks; V27–V29 cover specialized scenarios (PAGELATCH on user databases, backup I/O, cumulative skew from outlier events); V30–V36 cover modern feature wait types (In-Memory OLTP, Columnstore, Query Store, Transaction/DTC, Service Broker, Full Text Search, Parallel Redo); V37–V40 add DMV-level memory and I/O detail — forced memory grants, grant timeouts, stolen memory, and file-level I/O latency (requires optional capture queries); V41–V44 cover SQL 2019/2022 IQP/PSP/ADR feature-specific wait types and TempDB memory-optimized metadata contention (SQL 2019+).
The Waits and Queues methodology is based on how SQL Server's thread scheduler works: threads are always in one of three states — **RUNNING** (on CPU), **RUNNABLE** (queued for CPU), or **SUSPENDED** (waiting for a resource). Every time a thread suspends, SQL Server records the wait type and duration. Analyzing the top accumulated waits reveals the dominant bottleneck — not by guessing, but by measuring exactly what the server spent its time waiting for.
Wait analysis answers the question execution plans cannot: *why* is the server slow when no individual query has a bad plan? The answer is almost always in the wait types — I/O, locks, CPU, memory, or network.
Input
Accept any of:
- Output from the `sys.dm_os_wait_stats` capture query below (paste the result grid)
- Output from `sys.dm_exec_requests` for current active session waits
- A `.txt` or `.csv` file containing either of the above
- A natural language description of the top wait types ("PAGEIOLATCH_SH is 78% of waits, CXPACKET is 12%")
Recommended capture query
Run on the SQL Server instance and paste the results:
-- Wait statistics since last SQL Server restart or DBCC SQLPERF('sys.dm_os_wait_stats', CLEAR)
-- Benign exclusion list based on community wait statistics methodology
SELECT TOP 20
wait_type,
waiting_tasks_count,
wait_time_ms,
max_wait_time_ms,
signal_wait_time_ms,
CAST(100.0 * wait_time_ms
/ NULLIF(SUM(wait_time_ms) OVER (), 0) AS DECIMAL(5,2)) AS pct_total
FROM sys.dm_os_wait_stats
WHERE wait_type NOT IN (
-- Broker / Service Broker
'BROKER_EVENTHANDLER','BROKER_RECEIVE_WAITFOR','BROKER_TASK_STOP',
'BROKER_TO_FLUSH','BROKER_TRANSMITTER',
-- Checkpoint / CLR
'CHECKPOINT_QUEUE','CHKPT','CLR_AUTO_EVENT','CLR_MANUAL_EVENT','CLR_SEMAPHORE',
-- Mirroring / HADR background (idle components only — not HADR_SYNC_COMMIT)
'DBMIRROR_DBM_EVENT','DBMIRROR_DBM_MUTEX','DBMIRROR_EVENTS_QUEUE',
'DBMIRROR_WORKER_QUEUE','DBMIRRORING_CMD',
'HADR_CLUSAPI_CALL','HADR_FABRIC_CALLBACK','HADR_FILESTREAM_IOMGR_IOCOMPLETION',
'HADR_LOGCAPTURE_WAIT','HADR_NOTIFICATION_DEQUEUE','HADR_TIMER_TASK',
'HADR_WORK_QUEUE',
-- Background / dispatcher
'DIRTY_PAGE_POLL','DISPATCHER_QUEUE_SEMAPHORE',
'EXECSYNC','FSAGENT',
'FT_IFTS_SCHEDULER_IDLE_WAIT','FT_IFTSHC_MUTEX',
'KSOURCE_WAKEUP','LAZYWRITER_SLEEP','LOGMGR_QUEUE',
'MEMORY_ALLOCATION_EXT',
'ONDEMAND_TASK_QUEUE',
'PARALLEL_REDO_DRAIN_WORKER','PARALLEL_REDO_LOG_CACHE',
'PARALLEL_REDO_TRAN_LIST','PARALLEL_REDO_WORKER_SYNC',
'PARALLEL_REDO_WORKER_WAIT_WORK','POPULATE_LOCK_ORDINALS',
'PREEMPTIVE_HADR_LEASE_MECHANISM','PREEMPTIVE_OS_FLUSHFILEBUFFERS',
'PREEMPTIVE_SP_SERVER_DIAGNOSTICS','PREEMPTIVE_XE_GETTARGETSTATE',
'PVS_PREALLOCATE',
'PWAIT_ALL_COMPONENTS_INITIALIZED','PWAIT_DIRECTLOGCONSUMER_GETNEXT',
'PWAIT_EXTENSIBILITY_CLEANUP_TASK',
'QDS_ASYNC_QUEUE','QDS_CLEANUP_STALE_QUERIES_TASK_MAIN_LOOP_SLEEP',
'QDS_PERSIST_TASK_MAIN_LOOP_SLEEP','QDS_SHUTDOWN_QUEUE',
'REDO_THREAD_PENDING_WORK',
'REQUEST_FOR_DEADLOCK_SEARCH','RESOURCE_QUEUE',
'SERVER_IDLE_CHECK','SLEEP_BPOOL_FLUSH',
'SLEEP_DBSTARTUP','SLEEP_DBTASK','SLEEP_DCOMSTARTUP',
'SLEEP_MASTERDBREADY','SLEEP_MASTERMDREADY','SLEEP_MASTERUPGRADED',
'SLEEP_MSDBSTARTUP','SLEEP_SYSTEMTASK','SLEEP_TASK','SLEEP_TEMPDBSTARTUP',
'SNI_HTTP_ACCEPT','SOS_WORK_DISPATCHER',
'SP_SERVER_DIAGNOSTICS_SLEEP',
'SQLTRACE_BUFFER_FLUSH','SQLTRACE_INCREMENTAL_FLUSH_SLEEP',
'UCS_SESSION_REGISTRATION','VDI_CLIENT_OTHER',
'WAIT_FOR_RESULTS','WAIT_XTP_OFFLINE_CKPT_NEW_LOG',
'WAITFOR','WAITFOR_TASKSHUTDOWN',
'XE_DISPATCHER_WAIT','XE_LIVE_TARGET_TVF','XE_TIMER_EVENT'
)
ORDER BY wait_time_ms DESC;Two-snapshot differential query (recommended approach)
Cumulative waits since restart can be misleading — a busy nightly backup from 2 weeks ago dominates. Capture a differential over 30 minutes instead:
-- Snapshot 1 (run at T0) -- Note: shorter exclusion list is acceptable here because delta subtraction between identical -- snapshots cancels out idle wai
Showing the first part of this file.
SQL Server performance tuning skills for LLMs — 829 checks across 26 skills covering T-SQL, execution plans, wait stats, deadlocks, Query Store, indexes, encryption, Always On AG, WSFC, ERRORLOG, SPN, memory, disk I/O, config drift, setup logs, SSRS & migration readiness. Remote MCP server on Cloudflare Workers.
Repo: vanterx/mssql-performance-skills
Other skills on mssql-performance-skills.
- /mssql-performance-review
Agentic offline orchestrator for end-to-end SQL Server performance reviews. Forms hypotheses from artifacts or symptoms, dispatches the specialised review skills (tsql-review, sqlplan-review, sqlwait-review, sqlstats-review, sqltrace-review, sqlquerystore-review,
Open skill - /sqlag-review
Audits SQL Server Always On Availability Group configuration correctness across all layers — prerequisites, replica design, listener architecture, backup strategy, endpoint security, distributed AG topology, Basic and Contained AG constraints, and application integration
Open skill - /sqlbootstraplog-review
Analyze SQL Server Setup Bootstrap log files to diagnose failed installations, failed Cumulative Update or Service Pack patching, failed cluster node operations, and risky setup-time configuration. Parses Summary.txt, Detail.txt, MSI/MSP logs, ConfigurationFile.ini, and
Open skill - /sqlclusterlog-review
Analyzes Windows Server Failover Cluster (WSFC) CLUSTER.LOG files for Always On Availability Group root-cause diagnosis. Use this skill when an availability group has gone offline, a failover occurred unexpectedly, or a node was evicted, and you need to identify the WSFC-level
Open skill - /sqldbconfig-review
Analyze SQL Server instance and database configuration drift against proven DBA best practices. Applies 29 checks (B1–B29) across five categories: parallelism tuning (MAXDOP, Cost Threshold for Parallelism, Optimize for Ad Hoc Workloads), memory configuration (Max Server Memory,
Open skill - /sqldeadlock-review
Analyze SQL Server deadlock XML (from system_health XE session, SSMS deadlock graph, or trace) to identify root cause and produce a prioritized remediation plan. Applies 17 known deadlock patterns (P1–P17). Use when a deadlock monitor captures a graph or users report
Open skill

