The Agent Skills Directory

[COMMAND_EXECUTION]: The skill uses local shell commands, including grep for pattern discovery and ruff for static analysis of Python DAG files to identify deprecated syntax or breaking changes.
[REMOTE_CODE_EXECUTION]: The skill utilizes the gcloud composer environments run command, which allows for the execution of Airflow CLI commands (like dags list and dags list-import-errors) within the remote managed environment's worker nodes.
[EXTERNAL_DOWNLOADS]: The skill facilitates the transfer of DAG files and environment configuration data from Google Cloud Storage buckets to the local workspace using the gcloud storage cp utility.
[PROMPT_INJECTION]: The skill processes external DAG files which could theoretically contain malicious instructions designed to influence the agent's behavior during migration.
Ingestion points: Processes DAG files downloaded from GCS buckets or located in the ./migration_workspace directory.
Boundary markers: The instructions do not define explicit boundary markers or warnings to disregard instructions embedded within the files being scanned.
Capability inventory: The agent uses grep, ruff, and gcloud tools, which possess significant capabilities for file system access and remote environment interaction.
Sanitization: There is no explicit sanitization or validation of the content within the DAG files or their filenames before they are passed to shell command templates.

gcp-managed-airflow-migrations