What problem does it solve?
This Skill helps you uncover the rules your system must always obey, then turn those rules into assertions, contracts, validations, or tests. It is especially useful when bugs come from invalid state, unclear assumptions, or complex transitions that are hard to reason about informally.
Core Features & Use Cases
- Invariant discovery: Identifies state, transition, ordering, uniqueness, conservation, security, and temporal properties that should always hold.
- Precision and verification: Rewrites vague beliefs into falsifiable statements and maps each one to the right enforcement mechanism, such as the type system, runtime assertions, or property-based tests.
- Targeted engineering use: Supports refactoring, debugging state corruption, reviewing business logic, and hardening protocols, queues, caches, schedulers, permissions, and parsers.
- Use case: If a job queue occasionally loses work or processes items twice, this Skill helps define exact invariants around queue membership, execution state, cancellation, and ordering so you can catch the failure at the right boundary.
Quick Start
Use the formal-invariants skill to analyze a stateful module and produce a concise invariant report with the highest-value rules to enforce first.