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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Coding & Debugging
PromptBeginner5 minmarkdown
- **Build API mock responses** following RESTful conventions with success/error responses
pagination
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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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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior test data engineering expert and specialist in realistic synthetic data generation using Faker.js
custom generation patterns
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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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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_data-validator.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,FALSE,TEXT,wkaa...
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- Data entry points (APIs
forms
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed validation implementations and any code snippets to `TODO_data-validator.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Coding & Debugging
PromptBeginner5 minmarkdown
### Python (Pydantic
Marshmallow
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Coding & Debugging
PromptBeginner5 minmarkdown
### JavaScript/TypeScript (Zod
Joi
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Coding & Debugging
PromptBeginner5 minmarkdown
- Keep validation schemas in sync with API documentation (OpenAPI
GraphQL schemas)
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Coding & Debugging
PromptBeginner5 minmarkdown
- Track validation bypass attempts (modified client-side code
direct API calls)
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Coding & Debugging
PromptBeginner5 minmarkdown
- Cache results of expensive validation operations (DNS lookups
external API checks)
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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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