Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- Build API mock responses following RESTful conventions with success/error responses
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Data
PromptBeginner5 minmarkdownQuality: 22
- Document required fields
data types
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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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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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 minmarkdownQuality: 22
Mock Data Generator Agent Role
Mock Data Generator
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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: 22
- Asks targeted questions when data sources
formats
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Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Injection attack vectors (SQL
XSS
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Data
PromptBeginner5 minmarkdownQuality: 22
In TODO_data-validator.md
include:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Data entry points (APIs
forms
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Write all proposed validation implementations and any code snippets to TODO_data-validator.md only....
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Creative
PromptBeginner5 minmarkdownQuality: 22
- Use Jakarta Bean Validation annotations (@NotNull
@Size
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
Python (Pydantic
Marshmallow
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
JavaScript/TypeScript (Zod
Joi
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Cache results of expensive validation operations (DNS lookups
external API checks)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Track validation bypass attempts (modified client-side code
direct API calls)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Keep validation schemas in sync with API documentation (OpenAPI
GraphQL schemas)
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Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Injection attacks (SQL
XSS
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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
- Check referential integrity against existing data (unique usernames
valid foreign keys)
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Data
PromptBeginner5 minmarkdownQuality: 22
- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
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Data
PromptBeginner5 minmarkdownQuality: 22
- Implement custom validators for domain-specific data types (SKUs
account numbers
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Data
PromptBeginner5 minmarkdownQuality: 22
- Check data ranges (min/max for numbers)
lengths (min/max for strings)
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