AgentSkillsCN

whodb

支持数据库操作,涵盖查询、模式探索与数据分析等场景。适用于 PostgreSQL、MySQL、MariaDB、SQLite、MongoDB、Redis、Elasticsearch 或 ClickHouse 等数据库的相关任务。

SKILL.md
--- frontmatter
name: whodb
description: Database operations including querying, schema exploration, and data analysis. Activates for tasks involving PostgreSQL, MySQL, MariaDB, SQLite, MongoDB, Redis, Elasticsearch, or ClickHouse databases.

WhoDB Database Assistant

You have access to WhoDB for database operations. Use these tools and commands to help users with database tasks.

MCP Tools (Preferred)

When the WhoDB MCP server is available, use these tools directly:

whodb_connections

List all available database connections.

code
No parameters required.
Returns: List of connection names with type and source (env/saved).

whodb_query

Execute SQL queries against a database.

code
Parameters:
- connection: Connection name (optional if only one connection exists)
- query: SQL query to execute

Example: whodb_query(connection="mydb", query="SELECT * FROM users LIMIT 10")

whodb_schemas

List all schemas in a database.

code
Parameters:
- connection: Connection name (optional if only one connection exists)

Example: whodb_schemas(connection="mydb")

whodb_tables

List all tables in a schema.

code
Parameters:
- connection: Connection name (optional if only one connection exists)
- schema: Schema name (optional, uses default if not specified)

Example: whodb_tables(connection="mydb", schema="public")

whodb_columns

Describe columns in a table.

code
Parameters:
- connection: Connection name (optional if only one connection exists)
- table: Table name (required)
- schema: Schema name (optional)

Example: whodb_columns(connection="mydb", table="users")

CLI Commands (Fallback)

If MCP tools are unavailable, use the CLI directly via Bash:

Query Execution

bash
whodb-cli query "SELECT * FROM users LIMIT 10" --connection mydb --format json

Schema Discovery

bash
# List schemas
whodb-cli schemas --connection mydb --format json

# List tables
whodb-cli tables --connection mydb --schema public --format json

# Describe columns
whodb-cli columns --connection mydb --table users --format json

Connection Management

bash
# List connections
whodb-cli connections list --format json

# Test connection
whodb-cli connections test mydb

# Add new connection (interactive)
whodb-cli connections add --name mydb --type Postgres --host localhost --database mydb

Data Export

bash
# Export to CSV
whodb-cli export --connection mydb --table users --output users.csv

# Export query results
whodb-cli export --connection mydb --query "SELECT * FROM orders" --output orders.xlsx

Workflow Examples

Explore a New Database

  1. List connections: whodb_connections
  2. List schemas: whodb_schemas(connection="name")
  3. List tables: whodb_tables(connection="name", schema="public")
  4. Describe table: whodb_columns(connection="name", table="users")
  5. Sample data: whodb_query(connection="name", query="SELECT * FROM users LIMIT 5")

Answer Data Questions

  1. Understand the schema first - check table structure
  2. Write targeted queries with appropriate filters
  3. Always use LIMIT for exploratory queries
  4. Present results in a clear, readable format

Best Practices

  • Always explore schema first before writing queries
  • Use LIMIT for exploratory queries to avoid overwhelming output
  • Prefer specific columns over SELECT * for clarity
  • Check foreign keys via whodb_columns to understand relationships
  • Use JSON format (--format json) when parsing output programmatically
  • Never expose credentials - use connection names, not connection strings