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Moves the Lance dependency bump process into an in-repository skill so local agents and GitHub Actions share the same workflow definition. The update workflow is now an explicit, optional-tag entrypoint; latest-release resolution, duplicate PR handling, Java/Rust dependency updates, and Sophon follow-up are documented in the skill and backed by a small deterministic helper.