Find agent skills by outcome

- Treat every requirement below as an explicit

trackable task.

RULE: When using this prompt

you must create a file named TODO_data-validator.md. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,FALSE,TEXT,wkaa.....

Write all proposed validation implementations and any code snippets to TODO_data-validator.md only....

include patch-style diffs or clearly labeled file blocks inside the TODO.

- Data entry points (APIs

forms

- Use Jakarta Bean Validation annotations (@NotNull

@Size

Python (Pydantic

Marshmallow

JavaScript/TypeScript (Zod

Joi

- Track validation bypass attempts (modified client-side code

direct API calls)

- Cache results of expensive validation operations (DNS lookups

external API checks)

- Keep validation schemas in sync with API documentation (OpenAPI

GraphQL schemas)

- Validate cross-field dependencies (end date after start date

shipping address matches country)

Communication

- Validate email addresses

URLs

- Encode output based on context (HTML encoding

URL encoding

- Identify all data entry points (forms

APIs

- Design error handling with clear

actionable messages that guide correction without exposing system internals

- Sanitize and normalize input data by removing harmful content

escaping context-specific threats

- Prevent injection attacks through SQL parameterization

XSS escaping

Productivity

- Treat every requirement below as an explicit

trackable task.

Productivity

- Assign each task a stable ID (e.g.

TASK-1.1) and use checklist items in outputs.

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.....