sqlprocstats-review

sqlprocstats-review is a skill for Claude Code, Codex from vanterx/mssql-performance-skills. It costs 80 tokens per session (7,091 once invoked), scanned A, original, MIT.

A diagnostic guide for runtime statistics from SQL Server procedures, triggers, and functions. It examines collected execution data to find costly, inefficient, unstable, or worsening database code.

In plain words
What is it for?
Use it to review collected procedure statistics, identify top CPU or read consumers, find N+1 and high-frequency patterns, compare snapshots, and detect issues such as spills, trigger overhead, or parallel-to-serial regressions.
Why use it?
It shows whether performance problems come from total resource use, expensive individual calls, repeated calling patterns, plan changes, or longer-term trends.

Skill for Claude CodeCodex

Part of the mssql-performance-skills plugin — 26 skills, 3 hooks, 1 MCP server shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/vanterx/mssql-performance-skills/sqlprocstats-review
Any agent
npx skills add vanterx/mssql-performance-skills --skill sqlprocstats-review
Clone the repo
git clone --depth 1 https://github.com/vanterx/mssql-performance-skills

Made for: Claude Code, Codex.

Or install mssql-performance-skills, the plugin that ships this one along with the rest of its 26 skills, 3 hooks, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for sqlprocstats-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/vanterx/mssql-performance-skills/sqlprocstats-review.svg)](https://agentmods.dev/skills/vanterx/mssql-performance-skills/sqlprocstats-review)
Your own site
<a href="https://agentmods.dev/skills/vanterx/mssql-performance-skills/sqlprocstats-review"><img src="https://agentmods.dev/badge/skills/vanterx/mssql-performance-skills/sqlprocstats-review.svg" alt="Measured on agentmods" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,091 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00080 $0.07091
Opus 5 $0.00040 $0.03546
Sonnet 5 $0.00016 $0.01418
Haiku 4.5 $0.00008 $0.00709

Measured 5d ago against content hash 9b7c43cd6af3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

sqlprocstats-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/collection/Deploy-DmvCollection.ps1), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/sqlprocstats-review/SKILL.md · 397 lines

How it starts

The opening of the file, as written. The whole thing — 397 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SQL Server Procedure Stats Review Skill

Purpose

Analyze runtime statistics collected from sys.dm_exec_procedure_stats, sys.dm_exec_trigger_stats, and sys.dm_exec_function_stats into the collect.proc_stats table. Applies 25 checks (R1–R25) across five categories:

  • R1–R5 — Top resource consumers: identify which procedure, trigger, or function is burning the most CPU, reads, or elapsed time in the collection interval
  • R6–R10 — Per-execution efficiency: flag objects that are expensive per call regardless of how often they run — high average CPU, high reads, parameter sniffing signals, spills
  • R11–R15 — Pattern detection: N+1 callers, chatty high-frequency procs, plan instability, workload concentration, infrequent-but-heavy outliers
  • R16–R20 — Trend analysis: worsening CPU/reads across snapshots, execution spikes, plan changes, new high-cost entries (requires ≥ 3 snapshots from Q5)
  • R21–R25 — Advanced runtime patterns: natively compiled proc regression, high CLR ratio, trigger-dominated elapsed time, parallel-to-serial regression, Query Store plan instability

Input

Accept any of:

  • Q1 output (Top CPU) — paste the result grid from 04_report_queries.sql Query 1
  • Q2 output (Top Reads) — paste Query 2 result grid
  • Q3 output (Top Callers) — paste Query 3 result grid
  • Q4 output (Per-Execution Averages) — paste Query 4 result grid
  • Q5 output (Trend / Time Series) — paste Query 5 result grid (requires ≥ 3 snapshots)
  • Combined paste — paste two or more query outputs together; apply all applicable checks
  • Natural language description — describe the metrics you see ("usp_GetOrders uses 80% of CPU")
  • Statement-level stats — paste output from collect.query_stats using the report query in scripts/collection/12_report_all_collections.sql Section 2; all R-checks apply equally to statement-level data — just note the object_name may be NULL for ad-hoc SQL

For trend checks (R16–R20), Q5 output with ≥ 3 rows per object is required. State "Cannot evaluate R16–R20 — trend data not provided" if Q5 is absent.

Read the full file on GitHub · 397 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 397 lines · 80 tokens per session scan A 9b7c43cd6af3

Subscribe to this mod's changes

sqlprocstats-review is a skill published in the GitHub repository vanterx/mssql-performance-skills (5 stars, last pushed 1mo ago), licensed MIT. It adds 80 tokens to every session and 7,091 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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