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## Why Keep Python protocol models aligned with the checked-in app-server schemas and preserve reviewed generated artifacts when staging SDK releases. ## What changed - Generate SDK types from the schema directory configured in `pyproject.toml`, with a `--schema-dir` override, instead of invoking the pinned runtime binary. - Refresh Python artifacts through `just write-app-server-schema` for standard repository exports. Skip SDK updates for scratch and experimental exports. - Regenerate protocol models and notification dispatch, deriving the known payload union from the registry so `Notification.payload` covers every registered event. - Explicitly allowlist convenience API parameters so new protocol fields do not silently expand method signatures. Preserve existing approval path wrappers. - Stage SDK releases using checked-in generated files without regenerating them. ## Testing Add coverage for schema selection, refresh gating and failure handling, release artifact preservation, notification payload typing, and approval path compatibility. Update the generation drift test to use repository schemas. GitOrigin-RevId: fab350b07cf170258b91fbafa8da384aeb2e3bd7