# AI use

Codex assisted with ecosystem research, protocol reading, design, original implementation, test construction, fixture automation, debugging, documentation and local Git operations. AI-generated output was compiled, tested, and revised; no claim is made that test success proves full protocol compliance or competition eligibility.

The participant remains responsible for public submission, intellectual-property/licensing review and maintenance. Tool-driven account-ID checks establish the intended repo-local noreply configuration; actual GitHub contribution attribution must be checked after an authorized push. No browser credentials, tokens or private email are part of this repository.

The previous MoonURI rejection motivated a stricter workflow-specific duplication review. Search absence is not an originality guarantee; see docs/competition/duplicate-check.md for limitations and inspection depth.