Data Integrity skills

Context Guardian

sickn33

Preserve critical data before automatic compression.

Detecting Attacks on Historian Servers

mukul975

Monitor and secure OT historian servers from cyber threats.

S

Shuffle JSON Data

github

Safely randomize JSON objects while preserving integrity.

Entity Registry

aaron-he-zhu

Optimize and audit machine-facing entity identities.

Signals Scout for Experiments

posthog

Monitor A/B experiments for validity threats and lifecycle drift.

Diagnosing Failed Warehouse Syncs

posthog

Identify and resolve data warehouse sync issues effectively.

SwiftData Auditor Agent

charleswiltgen

Ensure your SwiftData implementations are safe and efficient.

SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.

Structured LLM outputs validated with Pydantic.

Process use when you need to ensure database integrity through comprehensive data validation. This skill validates data types, ranges, formats, referential integrity, and business rules. Trigger with phrases like "validate database data", "implement data validation rules", "enforce data integrity constraints", or "validate data formats".

Audit a spreadsheet for formula accuracy, errors, and common mistakes. Scopes to a selected range, a single sheet, or the entire model (including financial-model integrity checks like BS balance, cash tie-out, and logic sanity). Triggers on "audit this sheet", "check my formulas", "find formula errors", "QA this spreadsheet", "sanity check this", "debug model", "model check", "model won't balance", "something's off in my model", "model review".