HammerDB SQL Server Testing Agent Skill

Automates HammerDB TPC-C benchmark and long-duration stability stress testing for Microsoft SQL Server databases.

Context cost
10.1k tokensestimated from the bundle, loaded when it triggers
Bundle
3 of 17 fileshanded out here; the rest is at its source
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Streamlines database benchmarking and unattended soak testing by guiding administrators or autonomously executing HammerDB TPC-C workloads across Microsoft SQL Server 2008 through 2022. It provides end-to-end workflows for environment preparation, virtual user ladder calibration, iteration budgeting, real-time performance telemetry, and throughput degradation diagnostics, complete with post-test DBCC data integrity validation and strict HIDS/NDR-safe remote execution constraints.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

databasetesting
Filed under

Databases

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md21.1 kB · preview
1# HammerDB TPC-C 数据库压力/稳定性测试技能(通用版)
2
3适用于任何 AI Agent 平台(AgentScope、QwenPAW、LangChain、AutoGPT 等)。将本文档作为 System Prompt 或知识库提供给 Agent,Agent 即可根据用户需求独立执行,或逐步引导数据库管理员(DBA)完成测试。
4
5支持 SQL Server 2008/2012/2014/2016/2019/2022。本版本包含标准基准测试与满负荷稳定性测试的完整流程:环境准备、标定、迭代预算、监控、验收判据、吞吐退化诊断,以及远程操作安全约束。
6
7---
8
9## 第零步:测试方向选择(必须最先与用户确认)
10
11激活本技能后,**首先**与用户确认测试方向(用户需求不明确时必须显式询问;无法询问时按关键词推断并在报告中注明):
12
13| 方向 | 适用场景 | 流程 |
14|---|---|---|
15| **A. 标准基准测试** | "测一下性能"、"跑个基准"、"兼容性验证"、快速横向对比 | 第 1–5 章(环境→连接→建库→执行→结果分析)|
16| **B. 稳定性压力测试** | "稳不稳"、"扛得住吗"、"连续跑 N 小时"、"满负荷"、"24小时测试" | 第 1–4 章 + 第 6 章(**必须完整阅读第 6 章**)|
17| **C. 顺序自动化** | "全面评估"、"先基准再稳定性" | 先 A 后 B:A 的结果可直接作为 B 的标定输入 |
18
19**管理员引导话术模板**(选择方向时使用):
20
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,533 words
Files3
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈20
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
10,055
on trigger
The instruction body and 2 supporting files, read only when the skill fires.
5.0%
of a 200k window
Ten skills this size would take about 50% of the window before you open a file.
050k100k150k200k context window

10.1k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

The download carries 3 of the 17 files in its source folder; the list here names 3 files, 40.3 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. The other 14 are not in the download — listed after these, with why.

  • SKILL.md21.1 kB
  • troubleshooting.md17.2 kB
  • scripts/create_cust_last.sql2.0 kB

Not in the download

Not carried is a type a skill download does not hold. Marked read: its SKILL.md or scripts name the file, so without it the skill works only in part. Take them from its source.

  • scripts/admin_cleanup.batread · not carried
  • scripts/auto_monitor.ps1read · not carried
  • scripts/build_schema.tclread · not carried
  • scripts/check_status.ps1read · not carried
  • scripts/dbcc_check.batread · not carried
  • scripts/dbcc_check.ps1read · not carried
  • scripts/delete_schema.tclread · not carried
  • scripts/hdb_run.batread · not carried
  • scripts/prepare_tcl_library.ps1read · not carried
  • scripts/restore_cleanup.batread · not carried
  • scripts/run_stability.tclread · not carried
  • scripts/run_tpcc.tclread · not carried
  • scripts/stability_monitor.ps1read · not carried
  • scripts/test_connection.tclread · not carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 3 files — not the whole of its source: 14 files are left out, and the skill reads 14 of them. They are listed under the files, with why.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# HammerDB SQL Server Testing · 10.1k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/hammerdb-sql-server-testing/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/hammerdb-sql-server-testing" ] && { [ ! -e .claude/skills/hammerdb-sql-server-testing ] || { mv .claude/skills/hammerdb-sql-server-testing "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/hammerdb-sql-server-testing" .claude/skills/ && echo "Installed .claude/skills/hammerdb-sql-server-testing"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add galo-arc/hammerdb-sql-server-testing

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/hammerdb-sql-server-testing/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/hammerdb-sql-server-testing/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/hammerdb-sql-server-testing" ] && { [ ! -e ~/.claude/skills/hammerdb-sql-server-testing ] || { mv ~/.claude/skills/hammerdb-sql-server-testing "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/hammerdb-sql-server-testing" ~/.claude/skills/ && echo "Installed ~/.claude/skills/hammerdb-sql-server-testing" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/hammerdb-sql-server-testing/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. Its SKILL.md had no name and description header; the download adds one, so clients load it. Not in this download: 14 files of its source, 14 of them read by its SKILL.md or scripts (the full list, and why). Take them from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencegalo-arc/hammerdb-sql-server-testing

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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