Airflow Hitl
Airflow Hitl streamlines data workflows by automating complex DAGs, boosting efficiency and reducing manual intervention for smoother data pipelines.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add airflow-hitl npx -- -y @trustedskills/airflow-hitl
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"airflow-hitl": {
"command": "npx",
"args": [
"-y",
"@trustedskills/airflow-hitl"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The airflow-hitl skill enables AI agents to interact with Apache Airflow in a human-in-the-loop (HITL) workflow. It allows for dynamic task execution, monitoring, and manual intervention during pipeline runs, ensuring greater control and flexibility over data workflows.
When to use it
- When you need to pause or modify an Airflow DAG mid-execution based on real-time decisions.
- During debugging of complex pipelines where manual oversight is required at specific steps.
- To implement conditional logic that requires human approval before proceeding with downstream tasks.
- For scenarios involving sensitive data processing, where human validation is necessary.
Key capabilities
- Integration with Apache Airflow for task execution and monitoring
- Support for pausing, resuming, or modifying DAG runs on the fly
- Human-in-the-loop decision points during pipeline execution
- Real-time feedback loop between AI agent and workflow operators
Example prompts
- "Pause the 'data-ingestion' DAG at the validation step and wait for manual approval."
- "Trigger a re-run of task 'transform_data' after fixing an upstream error."
- "Notify the operator when the 'quality-check' task fails and request intervention."
Tips & gotchas
- Ensure that your Airflow environment is properly configured to accept external HITL commands.
- Use this skill judiciously, as over-reliance on manual intervention can slow down automated workflows.
Tags
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