Seed Gen is an AI-driven CLI tool that generates realistic, contextually appropriate database seed data directly from your schema files.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install seed-gen
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install seed-gen using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Seed Gen?
Seed Gen is a sophisticated tool designed to replace generic placeholder text with authentic, domain-specific data. By integrating with Openclaw Skills, it analyzes your database schema to produce names, emails, and timestamps that actually make sense for your application. This ensures that your development and staging environments reflect real-world scenarios, which is crucial for both testing and high-stakes stakeholder demos. As a key component of the Openclaw Skills suite, it effectively bridges the gap between empty databases and production-like environments without manual data entry.
Seed Gen Use Cases
- Generating high-quality demo data for new project launches to impress stakeholders.
- Populating UI components with realistic content to ensure design layouts handle real-world text lengths.
- Stress testing database queries and application performance with high-volume, structured datasets.
- Creating specific edge-case scenarios like null fields or historical timestamps to verify application logic.
How Seed Gen Works
- The skill reads your schema file, such as a Prisma schema, to identify models, field types, and relationships.
- It leverages AI to understand the context of your data fields, identifying the difference between a simple string and a specialized field like a product SKU.
- The tool generates datasets that strictly respect referential integrity and foreign key constraints.
- It produces a formatted output script ready for immediate execution within your database environment as part of your Openclaw Skills workflow.
Seed Gen Setup
Seed Gen requires Node.js 18 or higher and an OpenAI API key. To start using this tool within the Openclaw Skills ecosystem, execute the following commands in your terminal:
export OPENAI_API_KEY=sk-your_key_here
npx ai-seed prisma/schema.prisma
Seed Gen Data Schema & Taxonomy
Seed Gen maps your schema attributes to realistic data generators to ensure data consistency.
| Component | Details |
|---|---|
| Input Formats | Prisma Schema (.prisma), SQL files |
| Output Formats | SQL, JSON, JavaScript/TypeScript seed scripts |
| Relationship Handling | Automatic foreign key resolution and parent-child mapping |
| Scaling | Support for custom record counts via the --count flag |
Seed Gen Advanced Features
- Granular table targeting to focus data generation on specific modules of your application.
- Support for SQL-specific output formats, enabling direct database imports and migrations.
- Flexible record count settings to simulate everything from small demos to massive load tests.
- Intelligent context detection that adapts to various business domains like e-commerce or social media.
- Seamless integration within the Openclaw Skills environment for automated developer workflows.
SKILL.md
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