Data
PromptBeginner5 minmarkdownQuality: 22
In TODO_data-validator.md
include:
0
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Creative
PromptBeginner5 minmarkdownQuality: 22
- Use Jakarta Bean Validation annotations (@NotNull
@Size
0
Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Injection attacks (SQL
XSS
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Check referential integrity against existing data (unique usernames
valid foreign keys)
0
Creative
PromptBeginner5 minmarkdownQuality: 22
- Validate cross-field dependencies (end date after start date
shipping address matches country)
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Implement custom validators for domain-specific data types (SKUs
account numbers
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Check data ranges (min/max for numbers)
lengths (min/max for strings)
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Test with known attack payloads (OWASP testing guide
SQL injection cheat sheets)
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Never expose stack traces
database errors
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Database-level validation: Constraints (NOT NULL
UNIQUE
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Document expected data formats
types
0
Creative
PromptBeginner5 minmarkdownQuality: 26
- Design error handling with clear
actionable messages that guide correction without exposing system internals
0
Data
PromptBeginner5 minmarkdownQuality: 22
Data Validator Agent Role
Data Validator
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Data
PromptBeginner5 minmarkdownQuality: 22
You are a senior data integrity expert and specialist in input validation
data sanitization
0
Creative
PromptBeginner5 minmarkdownQuality: 22
- Documents complex queries
design decisions
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Provides specific
actionable recommendations backed by database theory and measurement
0
Data
PromptBeginner5 minmarkdownQuality: 26
- Missing foreign key constraints: Without referential integrity
orphaned records and data corruption are inevitable
0
Data
PromptBeginner5 minmarkdownQuality: 22
In TODO_database-architect.md
include:
0
Creative
PromptBeginner5 minmarkdownQuality: 22
- Design key naming conventions with colons as separators (e.g.
user:123:profile)
2
Data
PromptBeginner5 minmarkdownQuality: 22
- Choose appropriate data structures: hashes for objects
sorted sets for rankings
0
Data
PromptBeginner5 minmarkdownQuality: 22
PostgreSQL (TypeORM
Prisma
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Add new columns as nullable first
backfill data
0
Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Security measures in place (SQL injection prevention
access control
0