Data
PromptBeginner5 minmarkdownQuality: 24
- Check referential integrity against existing data (unique usernames
valid foreign keys)
0
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Validate cross-field dependencies (end date after start date
shipping address matches country)
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Apply context-aware output encoding (HTML entities for web
parameterization for SQL)
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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)
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Data
PromptBeginner5 minmarkdownQuality: 24
- Never expose stack traces
database errors
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Data
PromptBeginner5 minmarkdownQuality: 24
- Test with known attack payloads (OWASP testing guide
SQL injection cheat sheets)
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Encode output based on context (HTML encoding
URL encoding
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Database-level validation: Constraints (NOT NULL
UNIQUE
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Identify all data entry points (forms
APIs
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Data
PromptBeginner5 minmarkdownQuality: 24
- Document expected data formats
types
0
Creative
PromptBeginner5 minmarkdownQuality: 28
- Design error handling with clear
actionable messages that guide correction without exposing system internals
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Prevent injection attacks through SQL parameterization
XSS escaping
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Sanitize and normalize input data by removing harmful content
escaping context-specific threats
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Data
PromptBeginner5 minmarkdownQuality: 24
You are a senior data integrity expert and specialist in input validation
data sanitization
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Documents complex queries
design decisions
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Data
PromptBeginner5 minmarkdownQuality: 24
Data Validator Agent Role
Data Validator
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
RULE: When using this prompt
you must create a file named TODO_database-architect.md. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,w.....
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Data
PromptBeginner5 minmarkdownQuality: 24
- Provides specific
actionable recommendations backed by database theory and measurement
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Data
PromptBeginner5 minmarkdownQuality: 24
In TODO_database-architect.md
include:
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Data
PromptBeginner5 minmarkdownQuality: 28
- Missing foreign key constraints: Without referential integrity
orphaned records and data corruption are inevitable
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed database designs and any code snippets to TODO_database-architect.md only. Do not...
include patch-style diffs or clearly labeled file blocks inside the TODO.
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Choose appropriate data structures: hashes for objects
sorted sets for rankings
0
Creative
PromptBeginner5 minmarkdownQuality: 24
- Design key naming conventions with colons as separators (e.g.
user:123:profile)
0