Data
PromptBeginner5 minmarkdown
- Implement seeded random generation for deterministic
reproducible datasets
0
Explore
Find agent skills by outcome
12,692 skills indexed with the new KISS metadata standard.
Showing 24 of 12,692Categories: Creative, Openclaw, Cursor-rules, Data
Data
PromptBeginner5 minmarkdown
- Use Faker.js methods for standard data types (names
emails
0
Data
PromptBeginner5 minmarkdown
- Create custom generators for domain-specific data (SKUs
account numbers
0
Data
PromptBeginner5 minmarkdown
- Confirm the preferred output format (JSON
SQL
0
Data
PromptBeginner5 minmarkdown
- Document required fields
data types
0
Data
PromptBeginner5 minmarkdown
- **Create database seed scripts** with proper insert ordering
foreign key respect
0
Data
PromptBeginner5 minmarkdown
- **Produce multiple output formats** including JSON
SQL inserts
0
Data
PromptBeginner5 minmarkdown
Mock Data Generator Agent Role
# Mock Data Generator
0
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
Creative
PromptBeginner5 minmarkdown
- Validate cross-field dependencies (end date after start date
shipping address matches country)
0
Data
PromptBeginner5 minmarkdown
- Check referential integrity against existing data (unique usernames
valid foreign keys)
0
Data
PromptBeginner5 minmarkdown
- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
0
Data
PromptBeginner5 minmarkdown
- Implement custom validators for domain-specific data types (SKUs
account numbers
0
Data
PromptBeginner5 minmarkdown
- Check data ranges (min/max for numbers)
lengths (min/max for strings)
0
Data
PromptBeginner5 minmarkdown
- Never expose stack traces
database errors
0
Data
PromptBeginner5 minmarkdown
- Test with known attack payloads (OWASP testing guide
SQL injection cheat sheets)
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
Data Validator Agent Role
# Data Validator
0