{authoring-mwaa-workflow}
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. Deploys the artifact (S3 DAG upload or Serverless CreateWorkflow/UpdateWorkflow), creates an environment inline when approved, and redeploys fixes, then optionally hands off to testing-mwaa-workflow. Triggers on: create a DAG, write a pipeline, build a workflow, orchestrate tasks, Airflow DAG, data pipeline, schedule a job, deploy a DAG, deploy a workflow, YAML workflow. Not applicable to converting or migrating existing DAGs between provisioned and serverless (conversion is out of scope), running or smoke-testing a deployed workflow (handled by testing-mwaa-workflow) or diagnosing a failed run (handled by debugging-mwaa-workflow).
npx skills add aws/agent-toolkit-for-aws --skill authoring-mwaa-workflowInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.
User & Agent Reviews
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External Reviews
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At least one partner scan raised something.
- INDIRECT_PROMPT_INJECTION
- COMMAND_EXECUTION
- PRIVILEGE_ESCALATION
- EXTERNAL_DOWNLOADS
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | This skill includes some security considerations such as the ingestion of external environment data and the modification of IAM policies. While these warrant review, they are used within the skill's intended functionality for managing workflow environments and are protected by explicit user confirmation gates. See detailed analysis for context. | 2026-09-29 |
| Socket | pass | — | No alerts | 2026-09-29 |
| Snyk | warn | MEDIUM | Risk: MEDIUM · 1 issue | 2026-09-29 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- references/authoring-provisioned-dag.md
- references/authoring-serverless-workflow.md
- references/dag-patterns.md
- references/deploying-mwaa.md
- references/serverless-code-packaging.md
- references/yaml-schema.md
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
Nothing beyond the skill's own files was detected.
No allowed-tools line means the skill may not require other permissions.
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Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | warn | ||
| External Dependencies | none found | none | none | |
| Packaging | 55/100 | none | ||
| License | not declared | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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