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AI SKILLS · Databases & data

Give AI safe database access

Connect AI tools to databases with limited permissions, and treat generated SQL as untrusted.

Advanced

Why this skill matters

An assistant or agent with broad credentials can expose or destroy data through one bad statement.

What to learn

  • Use read-only, least-privilege accounts for AI tools
  • Keep production data away from tools that have not been approved
  • Require parameterised queries and human approval for writes

Before you begin

Database users and permissions

PUT IT INTO PRACTICE

Build a work sample

Create a read-only role on a test database, connect an assistant, and confirm that write attempts and restricted tables are refused.

Evidence of progress

A tested access setup with the refused actions recorded.

This exercise is an original ToolGrail suggestion. Use public, synthetic, or approved data.

LEARNING RESOURCE

SQL Injection Prevention Cheat Sheet

OWASP · Resource checked 2026-11-04

Open learning resource ↗

This may be documentation, a framework, or a training path. Product access, accounts, or paid licenses may be needed for hands-on exercises.

Tools you could practice with

Matched by related tasks. Use a tool you already have access to; these are examples, not course requirements.

Tool + MCPPaid
AI2SQLText to SQL

Generates SQL from natural language for common databases.

Non-specialists drafting first versions of queries.
Details ↗
Tool + MCPPricing not verified
Arkame BackupDatabase operations

Backups of servers, Docker and Zimbra to your own S3. Restore by chat; changes need 2FA approval.

Teams running databases.
Details ↗
ToolFree + paid
AtlasSchema migration

Manages database schemas as code with planned and linted migrations.

Developers managing schemas as code.
Details ↗
ToolFree + paid
BytebaseSchema migration

Database change management with review workflows and SQL checks.

Teams reviewing production database changes.
Details ↗

Skill descriptions, exercises, and priorities are editorial. They are not professional qualifications or guarantees of employment. Read our skills methodology →