# AI manifest

- Format: [ai-manifest/1](https://ai-manifest.ahnlak.com/spec/1)
- Updated: 2026-10-02
- Tools: none
- Default level: none

<!-- Replace this paragraph with a sentence or two summarising how AI was,
     or wasn't, used. If no AI was used at all, say so and delete
     everything below this line except the legend at the end.

     Default level applies to everything you don't list in a section.
     Set Tools to what you used, e.g. "Claude (hosted), Qwen (local)".

     Spec: https://ai-manifest.ahnlak.com/spec/1 -->

No AI tools were used in this project.

<!-- Add a section for each area that differs from the default. Areas:
     concept, spec, planning, design, code, debugging, tests, styling,
     docs, assets, ops. For code, name the language: "## Code: Rust".

     Example (remove the comment markers to use it):

## Styling

- Level: directed
- Review: full
- Paths: `assets/css/**`

What the AI did, what you did, and anything a reader should know.

-->

---

*This is an ai-manifest/1 file.*
**Levels**, from least to most AI involvement:
**none** (no AI involvement) ·
**consulted** (discussed or explained, no AI output in the work) ·
**suggested** (AI proposed approaches, a human wrote the work) ·
**co-written** (substantial AI-written parts, reworked by a human) ·
**directed** (AI wrote most of it to detailed instructions) ·
**delegated** (AI wrote it from a brief).
**Review:** none · light (spot-checked) · full (every part read and understood).
**Familiarity:** the author's own skill in that language.