Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] All generated data matches the target schema exactly (types
constraints
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Data
PromptBeginner5 minmarkdownQuality: 24
- Format: Output format (JSON
SQL
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed mock data generators and any code snippets to TODO_mock-data.md only. Do not crea...
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Data
PromptBeginner5 minmarkdownQuality: 24
In TODO_mock-data.md
include:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
Python (Faker
Factory Boy
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Data
PromptBeginner5 minmarkdownQuality: 24
SQL (Seeds
Migrations
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Data
PromptBeginner5 minmarkdownQuality: 24
After completing the data generation
verify:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
JavaScript/TypeScript (Faker.js
Fishery
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Special characters
Unicode
0
Business
PromptBeginner5 minmarkdownQuality: 24
- Dates fall within realistic ranges (birthdates for adults
order dates within business hours)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Include appropriate HTTP status codes
headers
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Data
PromptBeginner5 minmarkdownQuality: 24
- Include pagination metadata (total count
page size
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Data
PromptBeginner5 minmarkdownQuality: 24
- Include appropriate data volumes for development (small)
staging (medium)
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Data
PromptBeginner5 minmarkdownQuality: 24
- Generate diverse data with varied lengths
formats
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Data
PromptBeginner5 minmarkdownQuality: 24
- Create custom generators for domain-specific data (SKUs
account numbers
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Data
PromptBeginner5 minmarkdownQuality: 24
- Implement seeded random generation for deterministic
reproducible datasets
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Data
PromptBeginner5 minmarkdownQuality: 24
- Use Faker.js methods for standard data types (names
emails
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Data
PromptBeginner5 minmarkdownQuality: 24
- Confirm the preferred output format (JSON
SQL
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Data
PromptBeginner5 minmarkdownQuality: 24
- Document required fields
data types
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Build API mock responses following RESTful conventions with success/error responses
pagination
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Data
PromptBeginner5 minmarkdownQuality: 24
- Create database seed scripts with proper insert ordering
foreign key respect
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Data
PromptBeginner5 minmarkdownQuality: 24
- Produce multiple output formats including JSON
SQL inserts
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior test data engineering expert and specialist in realistic synthetic data generation...
custom generation patterns
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Data
PromptBeginner5 minmarkdownQuality: 24
Mock Data Generator Agent Role
Mock Data Generator
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