Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Build API mock responses following RESTful conventions with success/error responses
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Productivity
PromptBeginner5 minmarkdownQuality: 24
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior test data engineering expert and specialist in realistic synthetic data generation...
custom generation patterns
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Productivity
PromptBeginner5 minmarkdownQuality: 24
- Treat every requirement below as an explicit
trackable task.
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
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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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Data entry points (APIs
forms
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
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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Writing & Content
PromptBeginner5 minmarkdownQuality: 28
- Trusting Content-Type headers: Attackers set any Content-Type they want; validate actual content
not declared type
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Use Jakarta Bean Validation annotations (@NotNull
@Size
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
JavaScript/TypeScript (Zod
Joi
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
Python (Pydantic
Marshmallow
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Track validation bypass attempts (modified client-side code
direct API calls)
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Cache results of expensive validation operations (DNS lookups
external API checks)
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Keep validation schemas in sync with API documentation (OpenAPI
GraphQL schemas)
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Validate cross-field dependencies (end date after start date
shipping address matches country)
0
Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Validate request origins
content types
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Encode output based on context (HTML encoding
URL encoding
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Identify all data entry points (forms
APIs
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Creative
PromptBeginner5 minmarkdownQuality: 28
- Design error handling with clear
actionable messages that guide correction without exposing system internals
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Prevent injection attacks through SQL parameterization
XSS escaping
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Sanitize and normalize input data by removing harmful content
escaping context-specific threats
0
Productivity
PromptBeginner5 minmarkdownQuality: 24
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
0
Productivity
PromptBeginner5 minmarkdownQuality: 24
- Treat every requirement below as an explicit
trackable task.
0
Creative
PromptBeginner5 minmarkdownQuality: 24
- Documents complex queries
design decisions
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