spirokai

Architecturally overhaul Rust code for explicit ownership, responsibility, supervision, shutdown, error propagation, and cleanup. Use for whole-function or whole-module clean-code refactors, especially async or threaded pipelines, tangled concurrency, broad contexts, unclear ownership boundaries, and fragmented cancellation paths.

Implement a piece of work based on a spec or set of tickets.

Debloat a codebase by removing defensive repair, adapters, duplicate naming schemes, and misplaced component logic. Use when simplifying code, tightening contracts, removing fallback-heavy compatibility layers, or making components presentational.