Please select one of the following:

• This closes an existing Issue, Closes: #
• This doesn't close an Issue, but I accept the risk that this PR may be closed if maintainers disagree with its opening or implementation

Did you use AI tools to create any part of this pull request?

Please select one option and, if yes, briefly describe how AI was used (e.g., code, tests, docs) and which tool(s) you used.

• No — I did not use AI for this contribution.
• Yes — minimal assistance (e.g., IDE autocomplete, small code completions, grammar fixes).
• Yes — substantive assistance (AI-generated non‑trivial portions of code, tests, or documentation).
• Yes — other (please describe):

Who answers review comments:

• @username will read and reply directly. Name the account.
• An agent will draft replies and @username will read them before they are posted. Name the account.
• Nobody has explicitly committed to replying.

• I have updated the documentation, or
• No documentation update is required

I have verified these changes via:

• Code inspection only, or
• Newly added/modified tests