Data
PromptBeginner5 minmarkdown
Mock Data Generator Agent Role
# Mock Data Generator
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13,465 skills indexed with the new KISS metadata standard.
Showing 24 of 13,465Categories: Productivity, Creative, Data, Cursor-rules
Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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Data
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- Asks targeted questions when data sources
formats
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Data
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- [ ] Injection attack vectors (SQL
XSS
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Data
PromptBeginner5 minmarkdown
In `TODO_data-validator.md`
include:
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Creative
PromptBeginner5 minmarkdown
- Use Jakarta Bean Validation annotations (@NotNull
@Size
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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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Creative
PromptBeginner5 minmarkdown
- Validate cross-field dependencies (end date after start date
shipping address matches country)
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Data
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- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
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Data
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- Implement custom validators for domain-specific data types (SKUs
account numbers
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Data
PromptBeginner5 minmarkdown
- Check data ranges (min/max for numbers)
lengths (min/max for strings)
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Data
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- Test with known attack payloads (OWASP testing guide
SQL injection cheat sheets)
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Data
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- Never expose stack traces
database errors
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Data
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- **Database-level validation**: Constraints (NOT NULL
UNIQUE
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Data
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- Document expected data formats
types
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Creative
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- **Design error handling** with clear
actionable messages that guide correction without exposing system internals
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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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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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Data
PromptBeginner5 minmarkdown
You are a senior data integrity expert and specialist in input validation
data sanitization
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Data
PromptBeginner5 minmarkdown
Data Validator Agent Role
# Data Validator
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Creative
PromptBeginner5 minmarkdown
- Documents complex queries
design decisions
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Data
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- Provides specific
actionable recommendations backed by database theory and measurement
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Data
PromptBeginner5 minmarkdown
In `TODO_database-architect.md`
include:
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