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.
The Python lane never compared what the minimal composition shows the
model: the mock model only asserted system-role messages, and the
advanced snapshot tokenizes the assembled system prompt and tool
schemas.
The sdk-minimal scenario now records model-visible.json — every model
request's advertised tool schemas verbatim and its message list, with
system and user text kept and assistant/tool payloads reduced to call
identity so the expected output replays on macOS and Linux. It excludes
the dynamic runtime-context snapshot, which the same composition emits
on macOS and not on Linux (#2488).
AGENTS.md and the testing policy name both SDKs as independent
projections of the agent loop, session lifecycle, and SessionEventMap.
Chinesezjc