Generate Complete Database Schemas with Claude Multi-Agent System for SQL Databases

Transform database design from weeks to minutes with this intelligent multi-agent system. Perfect for agencies, consultancies, and SaaS companies offering database architecture as a lead magnet or service.

🤖 4 Specialized AI Agents:

• Agent 1 (Architect): Designs complete schema with tables, relationships, indexes
• Agent 2 (Reviewer): Validates design for performance, security, scalability
• Agent 3 (Optimizer): Adds advanced features and scores the design (0-100)
• Agent 4 (SQL Generator): Creates production-ready migration scripts

🔄 Smart Quality Loop:
Automatically retries up to 3 times if score falls below B grade, feeding previous feedback to improve the design iteratively.

✨ What You Get:

• Complete database schema (JSON)
• Comprehensive score card with letter grade
• Review feedback with severity levels (Critical/High/Medium/Low)
• Production-ready SQL migration script
• Optional auto-execution in PostgreSQL/MySQL
• Iteration count and optimization recommendations

💼 Perfect For:

• Digital agencies offering database design services
• SaaS companies needing rapid prototyping
• Consultancies creating lead magnets
• Developers modernizing legacy systems
• Startups validating data models

🎯 Use as Lead Magnet:
Offer free database blueprints to capture leads, then upsell implementation, custom automations, and ongoing optimization services.

⚙️ Technical Highlights:

• Optimized temperature settings per agent (0.1-0.5)
• Claude Sonnet 4.5 for maximum quality
• Structured JSON output for easy integration
• Error handling and graceful degradation
• Execution time: 60-90 seconds average
• Cost: ~$0.15-0.30 per run

Use Cases

1. Agency Lead Magnet
   Capture leads by offering free database architecture reviews and blueprints

2. Rapid Prototyping
   Quickly generate database schemas for MVP development and validation

3. Legacy System Modernization
   Help companies redesign outdated database structures with modern best practices

4. Technical Consulting
   Provide instant database assessments and recommendations to clients

5. Educational Tool
   Teach database design principles through AI-generated examples and feedback

6. Pre-Sales Tool
   Demonstrate technical expertise to prospects before engagement

Key Features

✅ Multi-agent AI collaboration with specialized roles
✅ Automatic quality control and iterative improvement (max 3 retries)
✅ Support for PostgreSQL, MySQL, MSSQL, MariaDB
✅ Production-ready SQL script generation
✅ Comprehensive scoring system (Schema/Performance/Scalability/Security)
✅ Optional automatic SQL execution
✅ Detailed feedback with actionable recommendations
✅ Customizable form fields for different industries
✅ Error handling and graceful failures
✅ Complete audit trail of all agent decisions

Setup Instructions

PREREQUISITES:

• Anthropic API key (Claude Sonnet 4.5 access)
• PostgreSQL/MySQL database (optional, for auto-execution)
• n8n version 1.0+ with LangChain nodes

CONFIGURATION STEPS:

1. Import the workflow JSON into your n8n instance

2. Configure Anthropic API credentials:

   • Add your Anthropic API key in n8n credentials
   • Connect all 4 AI model nodes to your credential

3. (Optional) Configure database connection:

   • In "Execute SQL in PostgreSQL" node, add your database credentials
   • Use a TEST/SANDBOX database, never production
   • Or disable this node if you prefer manual execution

4. Customize the form (optional):

   • Edit form fields in "On form submission" node
   • Add industry-specific questions
   • Adjust required fields based on your needs

5. Test the workflow:

   • Use the form URL to submit a test request
   • Check execution time and quality
   • Verify all agents are responding correctly

6. Customize agent prompts (optional):

   • Adjust system messages for industry-specific requirements
   • Modify scoring criteria in Agent 3
   • Add custom validation rules in Agent 2

7. Deploy:

   • Share the form URL as your lead magnet
   • Embed in website or landing pages
   • Set up email notifications for submissions

COST CONSIDERATIONS:

• Each execution costs ~$0.15-0.30 in API calls
• Failed attempts (retries) increase cost
• Consider rate limiting for public forms

Requirements

REQUIRED:

• Anthropic API Key (Claude access)
• n8n version 1.0+
• LangChain nodes enabled

OPTIONAL:

• PostgreSQL/MySQL database connection (for auto-execution)
• Email service (for result delivery)
• CRM integration (for lead capture)

Tags

#ai-agents #database-design #postgresql #mysql #lead-generation #automation #langchain #claude #schema-design #multi-agent #consulting-tool #saas-tool #development #code-generation #sql-generator

📖 Website: https://evervise.com/
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✨ Support: [email protected]

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