Data
PromptBeginner5 minmarkdown
Mock Data Generator Agent Role
# Mock Data Generator
0
Explore
Find agent skills by outcome
12,663 skills indexed with the new KISS metadata standard.
Showing 24 of 12,663Categories: Data, Cursor-rules, Creative
Data
PromptBeginner5 minmarkdown
- Asks targeted questions when data sources
formats
0
Data
PromptBeginner5 minmarkdown
- [ ] Injection attack vectors (SQL
XSS
0
Data
PromptBeginner5 minmarkdown
In `TODO_data-validator.md`
include:
0
Creative
PromptBeginner5 minmarkdown
- Use Jakarta Bean Validation annotations (@NotNull
@Size
0
Data
PromptBeginner5 minmarkdown
- [ ] Injection attacks (SQL
XSS
0
Data
PromptBeginner5 minmarkdown
- Check referential integrity against existing data (unique usernames
valid foreign keys)
0
Creative
PromptBeginner5 minmarkdown
- Validate cross-field dependencies (end date after start date
shipping address matches country)
0
Data
PromptBeginner5 minmarkdown
- Implement custom validators for domain-specific data types (SKUs
account numbers
0
Data
PromptBeginner5 minmarkdown
- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
0
Data
PromptBeginner5 minmarkdown
- Check data ranges (min/max for numbers)
lengths (min/max for strings)
0
Data
PromptBeginner5 minmarkdown
- Test with known attack payloads (OWASP testing guide
SQL injection cheat sheets)
0
Data
PromptBeginner5 minmarkdown
- Never expose stack traces
database errors
0
Data
PromptBeginner5 minmarkdown
- **Database-level validation**: Constraints (NOT NULL
UNIQUE
0
Data
PromptBeginner5 minmarkdown
- Document expected data formats
types
0
Creative
PromptBeginner5 minmarkdown
- **Design error handling** with clear
actionable messages that guide correction without exposing system internals
0
Data
PromptBeginner5 minmarkdown
You are a senior data integrity expert and specialist in input validation
data sanitization
0
Data
PromptBeginner5 minmarkdown
Data Validator Agent Role
# Data Validator
0
Creative
PromptBeginner5 minmarkdown
- Documents complex queries
design decisions
0
Data
PromptBeginner5 minmarkdown
- Provides specific
actionable recommendations backed by database theory and measurement
0
Data
PromptBeginner5 minmarkdown
In `TODO_database-architect.md`
include:
0
Data
PromptBeginner5 minmarkdown
- **Missing foreign key constraints**: Without referential integrity
orphaned records and data corruption are inevitable
0
Creative
PromptBeginner5 minmarkdown
- Design key naming conventions with colons as separators (e.g.
`user:123:profile`)
0
Data
PromptBeginner5 minmarkdown
- Choose appropriate data structures: hashes for objects
sorted sets for rankings
0