---
disclosure-default: ai-assisted
models-used: [gpt-5.5]
providers: [OpenAI]
scope: |
  Specifications are typically AI-generated with manual review.
  Code is typically AI-assisted.
  Tests are typically AI-generated.
  Documentation is typically human-written.
  Upstream project has no AI disclosure.
last-updated: 2026-06-01
---

# AI Disclosure

This repository follows the [ai-disclosure convention](https://github.com/ggfevans/ai-disclosure).

See per-file `SPDX-AI-Disclosure:` headers for overrides on individual files.
