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The runner's argument parser takes --client-label <name>, trimming the value and ignoring it if it looks like another flag. It is listed in that command's help output and defaults to the hostname.
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Anthropic's release notes agreeAdded claude self-hosted-runner --client-label <label> (or SELF_HOSTED_RUNNER_CLIENT_LABEL) to override the label the runner registers with…