Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow) environments. Provisioned uses aws mwaa invoke-rest-api, CloudWatch log groups, and get-environment; Serverless uses aws mwaa-serverless API (GetWorkflowRun, ListWorkflowRuns, GetTaskInstance) and CloudWatch logs.
安装
npx skills add aws/agent-toolkit-for-aws --skill debugging-mwaa-workflownpx skills add aws/agent-toolkit-for-aws --skill debugging-mwaa-workflow -a claude-code -gnpx skills add aws/agent-toolkit-for-aws --skill debugging-mwaa-workflow -a codex -ggemini skills install https://github.com/aws/agent-toolkit-for-aws.git --path plugins/aws-data-analytics/skills/debugging-mwaa-workflowgh skill install aws/agent-toolkit-for-aws debugging-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/debugging-mwaa-workflow ~/.claude/skills/debugging-mwaa-workflow # Claude Code
cp -R /tmp/aws__agent-toolkit-for-aws/plugins/aws-data-analytics/skills/debugging-mwaa-workflow ~/.agents/skills/debugging-mwaa-workflow # Codex, Cursor, Gemini CLI, Copilot, OpenCode