# AI-assisted development disclosure

AI tools assisted with project planning, MoonBit implementation drafts, test design, documentation, and debugging. The participant selected the project direction and is responsible for understanding, reviewing, validating, and maintaining the submitted code. All implementation claims are limited to locally or continuously verified behavior. No source-unknown code or unlicensed audio assets were intentionally included. The fixed Rust crate is a semantic reference only; no upstream implementation code was copied.