Individual skill
generating-database-seed-data
Process this skill enables AI assistant to generate realistic test data and database seed scripts for development and testing environments. it uses faker libraries to create realistic data, maintains relational integrity, and allows configurable data volumes. u... Use when working with databases or data models. Trigger with phrases like 'database', 'query', or 'schema'.
skills/.curated/generating-database-seed-data/SKILL.md
Source commit 0500b275e963c027f6b410e8c49c0446945c574e
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- Last checked
- Nov 12, 2026
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- 2,916
- Repository last updated
- Nov 12, 2026
- License
- MIT
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- database Declared skill tag
- testing Declared skill tag
- database-seed Declared skill tag
- data Derived category
- testing Derived category
- data-databases Derived category
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SKILL.mdcore · 7,586 bytesassets/README.mddoc · 158 bytesreferences/README.mddoc · 64 bytesscripts/README.mddoc · 431 bytes
Read excerpt
# Data Seeder Generator
## Overview
Generate realistic database seed scripts that populate development and testing environments with representative data. This skill creates seed data that respects foreign key relationships, unique constraints, check constraints, and data type validations using Faker libraries (faker.js, Faker for Python, or raw SQL with random functions).
## Prerequisites
- Database schema definition (SQL DDL, ORM models, or Prisma schema) to understand table structures
- Target database connection for schema introspection (optional, can work from DDL files)
- Faker library available: `@faker-js/faker` (Node.js), `faker` (Python), or `Bogus` (.NET)
- Knowledge of referential integrity constraints (foreign keys, cascades)
- Target data volume per table (e.g., 100 users, 1000 orders, 5000 line items)
## Instructions