General
PromptBeginner5 minmarkdown
- Verify edge cases: empty strings
nulls
0
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Data
PromptBeginner5 minmarkdown
- Never expose stack traces
database errors
0
General
PromptBeginner5 minmarkdown
- Validate and sanitize file uploads for type (magic bytes
not just extension)
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Encode output based on context (HTML encoding
URL encoding
0
Data
PromptBeginner5 minmarkdown
- **Database-level validation**: Constraints (NOT NULL
UNIQUE
0
General
PromptBeginner5 minmarkdown
- Normalize whitespace
trim leading/trailing spaces
0
General
PromptBeginner5 minmarkdown
- **Schema validation**: JSON Schema
Zod
0
General
PromptBeginner5 minmarkdown
- Map validation rules to the appropriate layer (client
server
0
General
PromptBeginner5 minmarkdown
- Assess security threat model (injection vectors
abuse scenarios
0
Data
PromptBeginner5 minmarkdown
- Document expected data formats
types
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Identify all data entry points (forms
APIs
0
General
PromptBeginner5 minmarkdown
- **Optimize validation performance** using fail-fast ordering
caching for expensive checks
0
Creative
PromptBeginner5 minmarkdown
- **Design error handling** with clear
actionable messages that guide correction without exposing system internals
0
General
PromptBeginner5 minmarkdown
- **Enforce strict type checking** with explicit type conversion
format validation
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Prevent injection attacks** through SQL parameterization
XSS escaping
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Sanitize and normalize input data** by removing harmful content
escaping context-specific threats
0
General
PromptBeginner5 minmarkdown
- **Implement multi-layer validation** at client-side
server-side
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
0
Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
0
Coding & Debugging
PromptBeginner5 minmarkdown
**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 minmarkdown
Data Validator Agent Role
# Data Validator
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Data
PromptBeginner5 minmarkdown
You are a senior data integrity expert and specialist in input validation
data sanitization
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Creative
PromptBeginner5 minmarkdown
- Documents complex queries
design decisions
0
General
PromptBeginner5 minmarkdown
- Proactively identifies missing indexes
inefficient queries
0