chatting-with-aws-devo…
Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping, knowledge / runbook…
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, and potential rollback issues before merging. Trigger words include release readiness, analyze PR, analyze MR, review
$ npx -y skills add aws/agent-toolkit-for-aws --skill analyzing-release-readiness --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/analyzing-release-readinessContext preview
The summary Claude sees to decide when to auto-load this skill.
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, and potential rollback issues before merging. Trigger words include release readiness, analyze PR, analyze MR, review
name: analyzing-release-readiness description: >- 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, and potential rollback issues before merging. Trigger words include release readiness, analyze PR, analyze MR, review PR, risk analysis, pre-merge, safe to ship, ready to merge, ready to commit, any risks, before merging, validate changes, release management.
> **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 a release readiness review via the AWS DevOps Agent. Analyzes a code change for risk, correctness, and potential rollback issues. Returns a structured report with actionable findings.
**Rules:**
Infer everything automatically from the user's request — do not ask for parameters that can be derived.
**Input source decision tree:**
Has the user provided a pull request/merge request link or ID? ├── Yes: github.com PR URL → use "GitHub PR" flow below ├── Yes: gitlab.com MR URL → use "GitLab MR" flow below └── No link provided — repo name only → use "Local GitHub/GitLab repo" flow below
---
**Example:**
{
"content": {
"githubPrContent": [
{
"repository": "owner/repo",
"prNumber": "8",
"hostname": "github.com"
}
]
}
}> **Critical format rules**: `githubPrContent` MUST be an array (not a single object). `prNumber` MUST be a string (not an integer).
---
**Example:**
{
"content": {
"gitlabMrContent": [
{
"repository": "namespace/repo",
"mergeRequestIid": "1",
"hostname": "gitlab.com"
}
]
}
}> **Critical format rules**: `gitlabMrContent` MUST be an array (not a single object). `mergeRequestIid` MUST be a string (not an integer). Violating either causes immediate task failure with no journal records.
---
**MANDATORY**: When the user references a repository or branch without a PR/MR link, you MUST execute every step below in order. Do NOT shortcut by grabbing the remote URL and SHA directly — the review agent needs a pushed branch to read from. Skipping the push step will cause the analysis to fail or produce incomplete results.
1. **Navigate to the repository directory**: `cd` to the repo root (e.g., the clone directory). Ask the user if needed. 2. **Determine the base branch**: Use `main` unless the user specifies a different branch. Verify the remote tracking branch exists:
BASE_BRANCH="main"
if ! git show-ref --verify --quiet refs/remotes/origin/$BASE_BRANCH; then
git fetch origin $BASE_BRANCH
fiIf the fetch fails (e.g., "couldn't find remote ref"), ask the user to specify the base branch and stop. 3. **Check for local changes**: Run `git status --short` and `git rev-list --count origin/$BASE_BRANCH..HEAD` to determine the state and communicate accordingly:
> "You have uncommitted changes and N unpushed commits. I'll commit your uncommitted changes on top, then push all N+1 commits to a new branch for analysis. All changes will appear as a single diff against the base branch. Shall I proceed?"
> "I'll commit your uncommitted changes and push them to a new branch for release readiness review. Shall I proceed?"
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
Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping, knowledge / runbook…
Coordinate the AWS DevOps Agent across multiple AgentSpaces from one Claude Code session — route questions to the right space (prod vs staging vs knowledge),…
Run a fast AWS Security Agent diff scan on only the changed code since a git ref. Use when the user asks to scan changes, run a diff scan, check what changed…
Run a deep root-cause investigation on the AWS DevOps Agent. Use when the user describes an incident, alarm, outage, or unexplained behavior — keywords like…
Run an AWS Security Agent penetration test against a live web application — registers and verifies the target domain, exercises the supplied endpoints with the…
Pull AWS Security Agent findings (penetration tests and code reviews) and drive remediation. Use this whenever the user mentions Security Agent, security…