Data
PromptBeginner5 minmarkdown
### SQL (Seeds
Migrations
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Showing 24 of 15,737Categories: Data & Insights, Creative, Writing & Content, Data
Data
PromptBeginner5 minmarkdown
After completing the data generation
verify:
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Data
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- Include pagination metadata (total count
page size
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Data
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- Include appropriate data volumes for development (small)
staging (medium)
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Data
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- Generate diverse data with varied lengths
formats
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Data
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- Implement seeded random generation for deterministic
reproducible datasets
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Data
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- Use Faker.js methods for standard data types (names
emails
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Data
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- Create custom generators for domain-specific data (SKUs
account numbers
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Data
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- Confirm the preferred output format (JSON
SQL
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Data
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- Document required fields
data types
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Data
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- **Create database seed scripts** with proper insert ordering
foreign key respect
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Data
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- **Produce multiple output formats** including JSON
SQL inserts
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Data
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Mock Data Generator Agent Role
# Mock Data Generator
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Data
PromptBeginner5 minmarkdown
- Asks targeted questions when data sources
formats
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Data
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- [ ] Injection attack vectors (SQL
XSS
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Data
PromptBeginner5 minmarkdown
In `TODO_data-validator.md`
include:
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Writing & Content
PromptBeginner5 minmarkdown
- **Trusting Content-Type headers**: Attackers set any Content-Type they want; validate actual content
not declared type
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Creative
PromptBeginner5 minmarkdown
- Use Jakarta Bean Validation annotations (@NotNull
@Size
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Data
PromptBeginner5 minmarkdown
- [ ] Injection attacks (SQL
XSS
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Creative
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- Validate cross-field dependencies (end date after start date
shipping address matches country)
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Data
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- Check referential integrity against existing data (unique usernames
valid foreign keys)
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Data
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- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
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Writing & Content
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- Validate request origins
content types
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Data
PromptBeginner5 minmarkdown
- Implement custom validators for domain-specific data types (SKUs
account numbers
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