vole

Automated performance optimization loop. Generates large benchmark workloads with vole-stress, profiles with perf, identifies hotspots in our code, fixes them, verifies improvement, repeats.

Automated bug-hunting loop using vole-stress + vole-reduce. Generates random codebases, tests them, reduces failures, fixes bugs, verifies, and repeats.

Use when adding new diagnostic error codes to the compiler

Use when you are asked to implement tickets (tasks/epics) created in `tk`

Incremental Rust code quality loop. Scans the compiler codebase for one refactoring opportunity per round — duplicated logic, poor factoring, mechanical lint fixes — applies it, verifies, and repeats.

Use when you have a design or requirements and need to create tickets (epics/tasks) for implementation

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.