Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless. Covers operator selection, timeout design, retry strategy, scheduling, failure notifications, idempotency, and MWAA Serverless schema compliance.
Install
npx skills add aws/agent-toolkit-for-aws --skill authoring-mwaa-workflownpx skills add aws/agent-toolkit-for-aws --skill authoring-mwaa-workflow -a claude-code -gnpx skills add aws/agent-toolkit-for-aws --skill authoring-mwaa-workflow -a codex -ggemini skills install https://github.com/aws/agent-toolkit-for-aws.git --path plugins/aws-data-analytics/skills/authoring-mwaa-workflowgh skill install aws/agent-toolkit-for-aws authoring-mwaa-workflowgit clone --depth 1 https://github.com/aws/agent-toolkit-for-aws /tmp/aws__agent-toolkit-for-aws
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/aws__agent-toolkit-for-aws/plugins/aws-data-analytics/skills/authoring-mwaa-workflow ~/.claude/skills/authoring-mwaa-workflow # Claude Code
cp -R /tmp/aws__agent-toolkit-for-aws/plugins/aws-data-analytics/skills/authoring-mwaa-workflow ~/.agents/skills/authoring-mwaa-workflow # Codex, Cursor, Gemini CLI, Copilot, OpenCode