Airflow Dynamic Task Mapping To Orchestra
Use this skill when an Airflow DAG uses dynamic task mapping — task.expand(param=[...]), task.expand(param=XComArg(...)), task.partial(...).expand(...), or expandkwargs() (Airflow 2.3+) — to create a variable number of task instances at runtime from a list, dict, or an upstream task's output. Triggers: any DAG using .expand(, .partial(, expandkwargs(, mapindex, or task mapping over a list of files/pages/config entries/API results. Orchestra's equivalent is a matrix task group (TaskGroupModel.matrix), not a plain loop — read this before converting any mapped Airflow task to Orchestra YAML.
Works with: Claude Code (native) · Cursor, Codex CLI (manual)
native: this artifact type is that client's own format
Install (Claude Code):
cp -r airflow-dynamic-task-mapping-to-orchestra ~/.claude/skills/- Adoption: 1 repos
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source ↗ · skill:orchestra-hq/airflow-dynamic-task-mapping-to-orchestra
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Measured 2026-08-09 · scorer s5 · how · something wrong here?