Data
PromptBeginner5 minmarkdownQuality: 24
After completing the data generation
verify:
0
Explore
Find agent skills by outcome
6,681 skills indexed with the new KISS metadata standard.
Showing 24 of 6,681Categories: Data & Insights, Communication, Data
Data
PromptBeginner5 minmarkdownQuality: 24
- Include pagination metadata (total count
page size
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Include appropriate data volumes for development (small)
staging (medium)
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Implement seeded random generation for deterministic
reproducible datasets
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Generate diverse data with varied lengths
formats
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Use Faker.js methods for standard data types (names
emails
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Create custom generators for domain-specific data (SKUs
account numbers
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Document required fields
data types
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Confirm the preferred output format (JSON
SQL
0
Data
PromptBeginner5 minmarkdownQuality: 24
- **Create database seed scripts** with proper insert ordering
foreign key respect
0
Data
PromptBeginner5 minmarkdownQuality: 24
- **Produce multiple output formats** including JSON
SQL inserts
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Asks targeted questions when data sources
formats
0
Data
PromptBeginner5 minmarkdownQuality: 24
Mock Data Generator Agent Role
# Mock Data Generator
0
Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] Injection attack vectors (SQL
XSS
0
Data
PromptBeginner5 minmarkdownQuality: 24
In `TODO_data-validator.md`
include:
0
Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] Injection attacks (SQL
XSS
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Check referential integrity against existing data (unique usernames
valid foreign keys)
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Implement custom validators for domain-specific data types (SKUs
account numbers
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Check data ranges (min/max for numbers)
lengths (min/max for strings)
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Test with known attack payloads (OWASP testing guide
SQL injection cheat sheets)
0
Communication
PromptBeginner5 minmarkdownQuality: 24
- Validate email addresses
URLs
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Never expose stack traces
database errors
0
Data
PromptBeginner5 minmarkdownQuality: 24
- **Database-level validation**: Constraints (NOT NULL
UNIQUE
0