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Smart Query

  • 53 installs
  • 263 repo stars
  • Updated July 22, 2026
  • zrt-ai-lab/opencode-skills

Helps with ai & agent building tasks during AI-assisted development.

About

smart-query is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.

  • smart-query
  • AI & Agent Building
  • AI-coding skill

Smart Query by the numbers

  • 53 all-time installs (skills.sh)
  • Ranked #6,927 of 16,556 AI & Agent Building skills by installs in the Skillselion catalog
  • Data as of Aug 3, 2026 (Skillselion catalog sync)
npx skills add https://github.com/zrt-ai-lab/opencode-skills --skill smart-query

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Listed on Skillselion
Installs53
repo stars263
Last updatedJuly 22, 2026
Repositoryzrt-ai-lab/opencode-skills

What it does

Helps with ai & agent building tasks during AI-assisted development.

Files

SKILL.mdMarkdownGitHub ↗

Smart Query - 智能问数

通过 SSH 隧道安全连接线上数据库,支持自然语言查询和 SQL 执行。

触发场景

  • 用户问"查一下xxx数据"、"帮我看看xxx表"
  • 用户需要查询线上数据库
  • 用户问"有哪些表"、"表结构是什么"

快速使用

1. 测试连接

python .opencode/skills/smart-query/scripts/db_connector.py

2. 执行SQL查询

python .opencode/skills/smart-query/scripts/query.py "SELECT * FROM table_name LIMIT 10"
python .opencode/skills/smart-query/scripts/query.py "SHOW TABLES"
python .opencode/skills/smart-query/scripts/query.py "DESC table_name"

参数:

  • -n 50:限制返回行数
  • -f json:JSON格式输出
  • --raw:输出原始结果(含元信息)

3. 生成表结构文档

python .opencode/skills/smart-query/scripts/schema_loader.py

生成 references/schema.md,包含所有表结构信息。

自然语言查询流程

1. 理解用户意图:分析用户想查什么数据 2. 查阅表结构:读取 references/schema.md 了解表结构 3. 生成SQL:根据表结构编写正确的SQL 4. 执行查询:使用 query.py 执行 5. 解读结果:用通俗语言解释查询结果

配置说明

配置文件:config/settings.json

{
  "ssh": {
    "host": "SSH跳板机地址",
    "port": 22,
    "username": "用户名",
    "password": "密码",
    "key_file": null
  },
  "database": {
    "type": "mysql",
    "host": "数据库内网地址",
    "port": 3306,
    "database": "库名",
    "username": "数据库用户",
    "password": "数据库密码"
  }
}

分享给同事

1. 复制整个 smart-query/ 目录 2. 同事复制 config/settings.json.examplesettings.json 3. 填入自己的 SSH 和数据库连接信息 4. 安装依赖:pip install paramiko sshtunnel pymysql

安全提示

  • config/settings.json 包含敏感信息,不要提交到 Git
  • 建议将 config/settings.json 加入 .gitignore
  • 只执行 SELECT 查询,避免 UPDATE/DELETE 操作

依赖安装

pip install paramiko sshtunnel pymysql

脚本清单

脚本用途
scripts/db_connector.pySSH隧道+数据库连接,可单独运行测试连接
scripts/query.py执行SQL查询,支持表格/JSON输出
scripts/schema_loader.py加载表结构,生成 schema.md

参考文档

文档说明
references/schema.md数据库表结构(运行 schema_loader.py 生成)

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