[BotshareAI]

Pull request

Describe the change, validation, safety impact, and affected components.

Intellectual property and provenance

• Every commit is signed off under the OpenAMRobot DCO.
• I am covered by an accepted Individual or Corporate Contributor Agreement.
• I have any required employer, university, client, sponsor, co-author, or institutional authorization.
• I identified all third-party and material AI-assisted content with source, licence, modifications, and required notices.
• I submitted no unauthorized confidential, personal, proprietary, credential, or export-controlled information.
• I understand that accepted contributions are governed by the Contributor Agreement and the applicable outbound licence.