analyzing-release-read…
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to analyze code changes for risk, correctness,…
Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile. Use when the user wants to validate multi-step workflows, verify features, check for regressions, or test API endpoints. Trigger words include run tests, UAT, test my app,
$ npx -y skills add aws/agent-toolkit-for-aws --skill running-release-tests --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/running-release-testsContext preview
The summary Claude sees to decide when to auto-load this skill.
Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile. Use when the user wants to validate multi-step workflows, verify features, check for regressions, or test API endpoints. Trigger words include run tests, UAT, test my app,
name: running-release-tests description: >- Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile. Use when the user wants to validate multi-step workflows, verify features, check for regressions, or test API endpoints. Trigger words include run tests, UAT, test my app, test profile, UI test, API test, automated testing, regression test, QA, end-to-end test, run the QA agent.
> **AgentSpace routing (SigV4 only):** If `list_agent_spaces` is available in your tool list and the multi-space orchestration skill has NOT been invoked yet this session, invoke it first to determine which `agent_space_id` to use. Then pass `agent_space_id` on all tool calls below. For bearer token auth this is unnecessary — the token is already scoped to one space.
Run automated release testing in the cloud via the AWS DevOps Agent's Release Testing Agent. Supports UI testing (browser-based) and API testing (OpenAPI spec-based). Uses pre-existing test profiles that define target URL, agent type, personas, and credentials.
**Input is a test profile** — the test profile already contains the target URL, agent type (UI or API), test personas, and credentials. Do NOT ask the user for a URL directly; the URL is defined in the test profile.
Before starting any workflow, you MUST gather the following parameters. Do NOT proceed to job creation until answered.
Ask the user which test profile to use. The test profile already contains the target URL, agent type (UI or API), test personas, and credentials configuration — these do NOT need to be gathered separately.
**Note:** A pre-existing test profile is a prerequisite. Test profiles are created using the AWS DevOps Agent console or API, not through this tool. If the user asks whether one can be created here, inform them it must already exist.
If the user has not already mentioned a test focus, ask: > "Do you have a specific test requirement or focus area? If not, I'll run a full exploratory test."
Wait for the user's response. If they provide one, use it as the `test_requirement`. If they say no or skip, proceed without it.
**IMPORTANT: You MUST wait for the user to respond before proceeding to job creation.**
List available agent spaces:
aws devops-agent list-agent-spaces --region us-east-1
Present the list to the user and ask which agent space they'd like to use. **Do NOT proceed until the user has selected one.** Use the selected `agentSpaceId` as `SPACE_ID` in all subsequent calls.
Verify that the following tools are available: `aws_devops_agent__create_release_testing_job`, `aws_devops_agent__get_task`, `aws_devops_agent__list_journal_records`, `aws_devops_agent__get_release_ui_testing_report`, `aws_devops_agent__get_release_api_testing_report`. These tools are NOT deferred/lazy-loaded — if they do not appear in your tool list, they are unavailable. Do NOT search for them via ToolSearch. If any are missing, skip the remaining steps in this section and use the "Fallback (aws-mcp)" path below instead.
aws_devops_agent__create_release_testing_job(
test_profile_id="ki-12345",
webhook_event_message="<optional test requirement>"
)
→ {"taskId": "...", "executionId": "...", "status": "started"}Record the **taskId** and **executionId** from the response.
Call `aws_devops_agent__get_task(task_id=TASK_ID)` every **30 seconds** until the status transitions to `IN_PROGRESS` or a terminal state.
Once `IN_PROGRESS`, poll for progress in a loop:
1. Call `aws_devops_agent__list_journal_records(execution_id=EXEC_ID, order="ASC")` to fetch new findings. 2. Present each record to the user with a friendly progress update. 3. Use `next_token` from the response to fetch only new records on subsequent polls. 4. **Wait 20 seconds** between each poll iteration. 5. Check `aws_devops_agent__get_task(task_id=TASK_ID)` periodically — stop when terminal status (`COMPLETED`, `FAILED`, `CANCELED`, `TIMED_OUT`).
Once the job reaches a terminal status:
1. Determine the report type from the test profile's agent type (UI or API). Call `aws_devops_agent__get_release_ui_testing_report(execution_id=EXEC_ID)` for UI profiles or `aws_devops_agent__get_release_api_testing_report(execution_id=EXEC_ID)` for API profiles. 2. Write the report contents to a markdown file:
release-testing-report-<YYYY-MM-DD-HHmmss>.md
3. Inform the user that the report was saved, including the file path.
aws_devops_agent__cancel_release_testing_job(task_id=TASK_ID)
1. If the task status changes to `FAILED`, stop the workflow and report the error. 2. If the task does not reach `IN_PROGRESS` within 5 minutes, cancel it using `cancel_release_testing_job`. 3. If any output contains "NoCredentialsError", "ExpiredTokenException", or auth failures, suggest the user refresh their credentials or check the bearer token. 4. If throttled (`429` or `ThrottlingException`), wait 30 seconds before retrying. After 3 retries, inform the user.
If the `aws-devops-agent` remote server is unavailable, use the AWS CLI directly:
Tell the user: "Remote server unavailable — using direct AWS API fallback."
List available agent spaces:
aws devops-agent list-agent-spaces --region us-east-1
Present the li
Help AI coding agents build, deploy, and manage applications on AWS. The Agent Toolkit for AWS gives AI coding agents the tools, knowledge, and guardrails they need to work with AWS services.
Repo: aws/agent-toolkit-for-aws
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