Add human approval gates, form inputs, and branching to Apache Airflow DAGs.
npx skills add https://github.com/miptah21/skills --skill airflow-hitl-miptah21
Please help me install this Agent Skill. Skill: airflow-hitl Source: https://github.com/miptah21/skills/tree/main/.agents/skills/airflow-hitl Command: npx skills add https://github.com/miptah21/skills --skill airflow-hitl-miptah21
This Skill helps you add reliable human-in-the-loop approval gates and form-based inputs to Airflow workflows without fragile polling or custom sensors.
Implement an approval form in your DAG by asking for the decision using an HITL operator and wiring the result to the next tasks.
High-intent search queries and answers about installing and using this skill.
You can add human approval steps to Airflow DAGs using deferrable HITL operators like ApprovalOperator and HITLOperator to pause execution until a human approves or rejects the workflow.
Yes, you can collect structured form inputs from users in an Airflow workflow by creating interactive human-in-the-loop tasks that capture human responses through form-based UI actions.
You can route Airflow workflow branching based on human selection by using the HITLBranchOperator, which directs execution to specific downstream tasks depending on the choices made by the human reviewer.
Yes, Airflow 3.1+ supports deferrable human-in-the-loop operators, which keep worker slots available while waiting for required human actions instead of blocking resources during the pause.
The best way to pause an Airflow DAG for manual review without fragile polling or custom sensors is using built-in HITL operators designed specifically for reliable human-in-the-loop approval gates.
Yes, you need Airflow 3.1 or higher to use the deferrable human-in-the-loop operators, as they rely on the newer framework features to handle approval gates and form inputs efficiently.
astronomerImplement deferrable human-in-the-loop operators in Airflow 3.1+ DAGs.
beauschwabCoordinate human approvals and inputs in Airflow 3.1+ workflows via UI or REST API using HITL operators.
Abhinow1997Defer Airflow DAG execution to wait for human approvals and inputs.
ilorozco11Automate Airflow DAG development with TaskFlow API and GCP integrations.
