Data
PromptBeginner5 minmarkdownQuality: 22
- Check referential integrity against existing data (unique usernames
valid foreign keys)
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14,828 skills indexed with the new KISS metadata standard.
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Data
PromptBeginner5 minmarkdownQuality: 22
- Implement custom validators for domain-specific data types (SKUs
account numbers
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Data
PromptBeginner5 minmarkdownQuality: 22
- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
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Communication
PromptBeginner5 minmarkdownQuality: 22
- Validate email addresses
URLs
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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)
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Data
PromptBeginner5 minmarkdownQuality: 22
- Never expose stack traces
database errors
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Data
PromptBeginner5 minmarkdownQuality: 22
- Database-level validation: Constraints (NOT NULL
UNIQUE
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Data
PromptBeginner5 minmarkdownQuality: 22
- Document expected data formats
types
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Creative
PromptBeginner5 minmarkdownQuality: 26
- Design error handling with clear
actionable messages that guide correction without exposing system internals
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Data
PromptBeginner5 minmarkdownQuality: 22
You are a senior data integrity expert and specialist in input validation
data sanitization
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Creative
PromptBeginner5 minmarkdownQuality: 22
- Documents complex queries
design decisions
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Data
PromptBeginner5 minmarkdownQuality: 22
Data Validator Agent Role
Data Validator
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Data
PromptBeginner5 minmarkdownQuality: 22
- Provides specific
actionable recommendations backed by database theory and measurement
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Data
PromptBeginner5 minmarkdownQuality: 22
In TODO_database-architect.md
include:
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Data
PromptBeginner5 minmarkdownQuality: 26
- Missing foreign key constraints: Without referential integrity
orphaned records and data corruption are inevitable
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Creative
PromptBeginner5 minmarkdownQuality: 22
- Design key naming conventions with colons as separators (e.g.
user:123:profile)
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Data
PromptBeginner5 minmarkdownQuality: 22
- Choose appropriate data structures: hashes for objects
sorted sets for rankings
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Data
PromptBeginner5 minmarkdownQuality: 22
PostgreSQL (TypeORM
Prisma
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Data
PromptBeginner5 minmarkdownQuality: 22
- Add new columns as nullable first
backfill data
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Data
PromptBeginner5 minmarkdownQuality: 22
After completing the database design
verify:
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Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Security measures in place (SQL injection prevention
access control
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Data
PromptBeginner5 minmarkdownQuality: 22
- Implement Redis data structures (hashes
sorted sets
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Implement caching strategies (Redis
application-level) for hot data paths
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