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Showing 24 of 8,430Categories: Productivity, Data
Data
PromptBeginner5 minmarkdown

### SQL (Seeds

Migrations

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Data
PromptBeginner5 minmarkdown

After completing the data generation

verify:

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Productivity
PromptBeginner5 minmarkdown

- Organize fixtures logically by feature

test suite

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Data
PromptBeginner5 minmarkdown

- Include pagination metadata (total count

page size

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Data
PromptBeginner5 minmarkdown

- Include appropriate data volumes for development (small)

staging (medium)

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Data
PromptBeginner5 minmarkdown

- Implement seeded random generation for deterministic

reproducible datasets

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Data
PromptBeginner5 minmarkdown

- Generate diverse data with varied lengths

formats

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Data
PromptBeginner5 minmarkdown

- Create custom generators for domain-specific data (SKUs

account numbers

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Data
PromptBeginner5 minmarkdown

- Use Faker.js methods for standard data types (names

emails

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Data
PromptBeginner5 minmarkdown

- Confirm the preferred output format (JSON

SQL

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Data
PromptBeginner5 minmarkdown

- Document required fields

data types

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Data
PromptBeginner5 minmarkdown

- **Create database seed scripts** with proper insert ordering

foreign key respect

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Data
PromptBeginner5 minmarkdown

- **Produce multiple output formats** including JSON

SQL inserts

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Productivity
PromptBeginner5 minmarkdown

- Treat every requirement below as an explicit

trackable task.

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Productivity
PromptBeginner5 minmarkdown

- Assign each task a stable ID (e.g.

TASK-1.1) and use checklist items in outputs.

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Data
PromptBeginner5 minmarkdown

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
PromptBeginner5 minmarkdown

- [ ] Injection attack vectors (SQL

XSS

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Data
PromptBeginner5 minmarkdown

In `TODO_data-validator.md`

include:

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Data
PromptBeginner5 minmarkdown

- [ ] Injection attacks (SQL

XSS

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Data
PromptBeginner5 minmarkdown

- Check referential integrity against existing data (unique usernames

valid foreign keys)

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Data
PromptBeginner5 minmarkdown

- Apply context-aware output encoding (HTML entities for web

parameterization for SQL)

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Data
PromptBeginner5 minmarkdown

- Check data ranges (min/max for numbers)

lengths (min/max for strings)

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Data
PromptBeginner5 minmarkdown

- Implement custom validators for domain-specific data types (SKUs

account numbers

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