Python (Pydantic
Marshmallow
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25,413 skills indexed with the new KISS metadata standard.
Marshmallow
direct API calls)
external API checks)
GraphQL schemas)
XSS
valid foreign keys)
shipping address matches country)
parameterization for SQL)
account numbers
lengths (min/max for strings)
database errors
SQL injection cheat sheets)
URL encoding
UNIQUE
APIs
types
actionable messages that guide correction without exposing system internals
XSS escaping
escaping context-specific threats
data sanitization
design decisions
Data Validator
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.....
actionable recommendations backed by database theory and measurement