Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] All generated data matches the target schema exactly (types
constraints
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Data
PromptBeginner5 minmarkdownQuality: 22
- Format: Output format (JSON
SQL
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Data
PromptBeginner5 minmarkdownQuality: 22
In TODO_mock-data.md
include:
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Data
PromptBeginner5 minmarkdownQuality: 22
SQL (Seeds
Migrations
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Data
PromptBeginner5 minmarkdownQuality: 22
After completing the data generation
verify:
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Data
PromptBeginner5 minmarkdownQuality: 22
- Include pagination metadata (total count
page size
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Data
PromptBeginner5 minmarkdownQuality: 22
- Include appropriate data volumes for development (small)
staging (medium)
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Data
PromptBeginner5 minmarkdownQuality: 22
- Implement seeded random generation for deterministic
reproducible datasets
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Data
PromptBeginner5 minmarkdownQuality: 22
- Generate diverse data with varied lengths
formats
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Data
PromptBeginner5 minmarkdownQuality: 22
- Create custom generators for domain-specific data (SKUs
account numbers
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Data
PromptBeginner5 minmarkdownQuality: 22
- Use Faker.js methods for standard data types (names
emails
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Data
PromptBeginner5 minmarkdownQuality: 22
- Document required fields
data types
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Data
PromptBeginner5 minmarkdownQuality: 22
- Confirm the preferred output format (JSON
SQL
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Data
PromptBeginner5 minmarkdownQuality: 22
- Create database seed scripts with proper insert ordering
foreign key respect
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Data
PromptBeginner5 minmarkdownQuality: 22
- Produce multiple output formats including JSON
SQL inserts
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Data
PromptBeginner5 minmarkdownQuality: 22
Mock Data Generator Agent Role
Mock Data Generator
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Data
PromptBeginner5 minmarkdownQuality: 22
- Asks targeted questions when data sources
formats
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Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Injection attack vectors (SQL
XSS
0
Data
PromptBeginner5 minmarkdownQuality: 22
In TODO_data-validator.md
include:
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Creative
PromptBeginner5 minmarkdownQuality: 22
- Use Jakarta Bean Validation annotations (@NotNull
@Size
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Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Injection attacks (SQL
XSS
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Check referential integrity against existing data (unique usernames
valid foreign keys)
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Creative
PromptBeginner5 minmarkdownQuality: 22
- Validate cross-field dependencies (end date after start date
shipping address matches country)
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Data
PromptBeginner5 minmarkdownQuality: 22
- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
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