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Remove the pull_request:[labeled] trigger from python-release.yml so the workflow no longer fires (and shows a gray skipped check) when a PR gets any non-dry-run label. The credential-free dry-run validation is now manual-only (workflow_dispatch with publish=false), preserving the validation capability without a PR gray segment. - python-release.yml: on is workflow_dispatch only; build.if is github.event_name == 'workflow_dispatch'. - ci-workflow.spec.ts: assert python-release has no pull_request event and the simplified build.if. - python/development.(md,zh.md) and 2026-08-11-python-publication-workflow note (en/zh/i18n): describe the manual dispatch-only dry-run path. Verification: ci-workflow.spec.ts 14/14, typecheck clean, note-format 585, verify-translation-pairing consistent.