Data
PromptBeginner5 minmarkdownQuality: 24
In TODO_data-validator.md
include:
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22,475 skills indexed with the new KISS metadata standard.
Showing 24 of 22,475Categories: Writing & Content, Coding & Debugging, Productivity, Data
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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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
Python (Pydantic
Marshmallow
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
JavaScript/TypeScript (Zod
Joi
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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Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] Injection attacks (SQL
XSS
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Data
PromptBeginner5 minmarkdownQuality: 24
- Check referential integrity against existing data (unique usernames
valid foreign keys)
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Data
PromptBeginner5 minmarkdownQuality: 24
- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
0
Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Validate request origins
content types
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Data
PromptBeginner5 minmarkdownQuality: 24
- Implement custom validators for domain-specific data types (SKUs
account numbers
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Data
PromptBeginner5 minmarkdownQuality: 24
- Check data ranges (min/max for numbers)
lengths (min/max for strings)
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Data
PromptBeginner5 minmarkdownQuality: 24
- Test with known attack payloads (OWASP testing guide
SQL injection cheat sheets)
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Data
PromptBeginner5 minmarkdownQuality: 24
- Never expose stack traces
database errors
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Encode output based on context (HTML encoding
URL encoding
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Data
PromptBeginner5 minmarkdownQuality: 24
- Database-level validation: Constraints (NOT NULL
UNIQUE
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Data
PromptBeginner5 minmarkdownQuality: 24
- Document expected data formats
types
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Identify all data entry points (forms
APIs
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Sanitize and normalize input data by removing harmful content
escaping context-specific threats
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Prevent injection attacks through SQL parameterization
XSS escaping
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Productivity
PromptBeginner5 minmarkdownQuality: 24
- Treat every requirement below as an explicit
trackable task.
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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.
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Data
PromptBeginner5 minmarkdownQuality: 24
You are a senior data integrity expert and specialist in input validation
data sanitization
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