Database Engineering Workflow Agent Skill

Streamlines the end-to-end database lifecycle from schema modeling and indexing to secure production migrations.

Context cost
36.7k tokensestimated from the bundle, loaded when it triggers
Bundle
29 files · 146.9 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Streamlines the end-to-end database lifecycle from schema modeling and indexing to secure production migrations.

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.

database
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.md1.6 kB · preview
1# 数据库工程师 Skills 总控
2
3本目录收录数据库工程师工作流的所有方法论 skills。
4
5## 当前 Skills
6
7| Skill | 适用场景 | 来源 |
8|-------|---------|------|
9| [schema-design](schema-design/SKILL.md) | 实体建模 / 表结构 / DDL | 关系范式 + DDD 实体 + 业务约束 |
10| [index-access-pattern](index-access-pattern/SKILL.md) | 索引设计 / 访问模式 | 查询路径分析 + 读写权衡 |
11| [migration-rollout](migration-rollout/SKILL.md) | 数据迁移 / 上线切换 / 回滚 | 兼容迁移 + 双写 + 灰度 + 回填 |
12| [query-review](query-review/SKILL.md) | SQL 审查 / 慢查询优化 | 执行计划 + 查询重写 |
13| [consistency-multitenancy](consistency-multitenancy/SKILL.md) | 一致性 / 多租户 / 事务 | 事务边界 + 租户隔离 + RLS |
14| [data-operations-safety](data-operations-safety/SKILL.md) | 生产数据操作安全 | 备份恢复 + 操作门禁 + 灰度 |
15
16## 统一入口
17
181. 先读 routing.md — 按数据库任务路由
192. 再进入对应 SKILL.md
203. 需要模板时进入 <skill>/templates/
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md157 words
Files29
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.
36,705
on trigger
The instruction body and 28 supporting files, read only when the skill fires.
18.4%
of a 200k window
Ten skills this size would not fit in the window together.
050k100k150k200k context window

36.7k 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

29 files, 146.9 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md1.6 kB
  • CONTRIBUTING.md1.1 kB
  • routing.md3.0 kB
  • consistency-multitenancy/SKILL.md13.1 kB
  • data-operations-safety/SKILL.md11.5 kB
  • index-access-pattern/SKILL.md9.9 kB
  • migration-rollout/SKILL.md10.4 kB
  • query-review/SKILL.md10.9 kB
  • schema-design/SKILL.md11.0 kB
  • consistency-multitenancy/references/consistency-multitenancy-guide.md10.3 kB
  • consistency-multitenancy/references/tenant-isolation-guide.md0.9 kB
  • consistency-multitenancy/templates/consistency-checklist-template.md1.3 kB
  • data-operations-safety/references/backup-restore-guide.md0.8 kB
  • data-operations-safety/references/data-operations-safety-guide.md12.6 kB
  • data-operations-safety/templates/db-change-safety-checklist-template.md1.2 kB
  • index-access-pattern/references/index-design-guide.md10.4 kB
  • index-access-pattern/references/indexing-guide.md0.6 kB
  • index-access-pattern/templates/index-review-template.md1.2 kB
  • migration-rollout/references/migration-rollout-guide.md9.4 kB
  • migration-rollout/references/online-migration-guide.md0.6 kB
  • migration-rollout/templates/migration-plan-template.md1.3 kB
  • migration-rollout/templates/rollback-checklist-template.md1.2 kB
  • query-review/references/query-optimization-guide.md8.6 kB
  • query-review/references/sql-review-guide.md0.8 kB
  • query-review/templates/sql-review-template.md1.2 kB
  • schema-design/references/modeling-guide.md0.9 kB
  • schema-design/references/schema-design-guide.md8.4 kB
  • schema-design/templates/ddl-template.sql.md1.2 kB
  • schema-design/templates/schema-design-template.md1.5 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 29 files you can review in full before installing.

Install

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

# Database Engineering Workflow · 36.7k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/database-engineering-workflow/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/database-engineering-workflow" ] && { [ ! -e .claude/skills/database-engineering-workflow ] || { mv .claude/skills/database-engineering-workflow "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/database-engineering-workflow" .claude/skills/ && echo "Installed .claude/skills/database-engineering-workflow"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add zhaoxuya520/database-engineering-workflow

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/database-engineering-workflow/ 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/database-engineering-workflow/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/database-engineering-workflow" ] && { [ ! -e ~/.claude/skills/database-engineering-workflow ] || { mv ~/.claude/skills/database-engineering-workflow "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/database-engineering-workflow" ~/.claude/skills/ && echo "Installed ~/.claude/skills/database-engineering-workflow" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/database-engineering-workflow/ 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.

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
Referencezhaoxuya520/database-engineering-workflow

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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