Use this skill when the user wants to convert an Airflow task that uses SlackAPIOperator, SlackWebhookOperator, or SlackAPIPostMessageOperator — or Airflow on_failure_callback / on_success_callback functions that send Slack messages — into an equivalent Orchestra pipeline alert or task. Also covers a plain PythonOperator (or @task) whose function body calls the Slack API directly via slack_sdk/WebClient/chat_postMessage rather than a dedicated Slack operator. Triggers: any mention of migrating or rewriting Slack notification Airflow tasks to Orchestra; Airflow DAG code using SlackAPIOperator, SlackWebhookOperator, SlackAPIPostMessageOperator, callback functions that fire SlackWebhookOperator, or a PythonOperator whose entire job is posting a Slack message via slack_sdk/WebClient.
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