analyzing-release-readiness
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch.
Skill by awsOfficial
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/aws-analyzing-release-readiness
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: cloud
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/analyzing-release-readiness
What's inside
- Skill 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.
- License
- Apache-2.0
- Instructions
- 401 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Release Readiness Review
> **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:**
- If a **PR/MR URL** is provided: Extract ALL fields from the URL. Do NOT inspect the local workspace or git state.
- **NEVER use `gh` CLI, `glab` CLI, or any external tool to fetch PR/MR details.** All required fields (repository, prNumber/mergeRequestIid, hostname) MUST be parsed directly from the URL or user input. The DevOps Agent fetches the content itself — you only need to pass identifiers.
- **Only** use the local workspace flows when the user references a repository or package **without** a PR/MR link.
## Gathering execution parameters
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
```
---
### GitHub PR (github.com URL or PR reference)
- Parse the input to extract fields — do NOT attempt a web fetch unless fields cannot be determined from the input.
- `repository` (required): `owner/repo` from the PR URL
- At least one of the following is required: `headSha` (commit SHA), `headBranch` (branch name), `prNumber` (PR number as a **string**, e.g. `"8"` not `8`)
- `hostname`: Extract from the URL (e.g., `github.com` or a self-hosted hostname)
- Pass these fields to `create_release_readiness_review` under `content.githubPrContent` as an **array of objects** (even for a single PR).
**Example:**
```json
{
"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).
---
### GitLab MR (gitlab.com URL)
- Parse the input to extract fields — do NOT attempt a web fetch unless fields cannot be determined from the input.
- `repository` (required): `owner/repo` from the MR URL
- At least one of the following is required: `headSha` (commit SHA), `headBranch` (branch name), `mergeRequestIid` (MR number as a **string**, e.g. `"1"` not `1`)
- `hostname`: Extract from the URL (e.g., `gitlab.com` or a self-hosted hostname)
- Pass these fields to `create_release_readiness_review` under `content.gitlabMrContent` as an **array of objects** (even for a single MR).
**Example:**
```json
{
"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.
---
### Local GitHub/GitLab repo (no PR/MR URL provided — local workspace ONLY)
**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:
```bash
BASE_BRANCH="main"
if ! git show-ref --verify --quiet refs/remotes/origin/$BASE_BRANCH; then
git fetch origin $BASE_BRANCH
fi
```
If the fetch fails (e.g., "couldn't find remote ref"), ask the user to specify the base branch and stop.
3. **Check for local changes**: Run `git status --short` and `git rev-list --count origin/$BASE_BRANCH..HEAD` to determine the state and communicate accordingly:
- **Clean AND not ahead**: Inform the user there's nothing new to analyze and stop.
- **Has uncommitted changes (with or without unpushed commits)**:
- If there are one or more unpushed commits (rev-list count >= 1), tell the user:
> "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?"
- If there are no other unpushed commits (rev-list count = 0), tell the user:
> "I'll commit your uncommitted changes and push them to a new branch for release readiness review. Shall I proceed?"
- **Do NOT proceed until the user approves.** If they decline, stop.
- **Clean but ahead of remote (rev-list count > 0, no uncommitted changes)**:
- If ahead by more than 1 commit, tell the user:
> "You have N unpushed commits. I'll push all of them to a new branch for analysis. All changes will appear as a single diff against the base branch. Shall I proceed?"
- If ahead by exactly 1 commit, tell the user:
> "I'll push your latest commit to a new branch for release readiness review. Shall I proceed?"
- **Do NOT proceed until the user approves.** If they decline, stop.
4. **Stash uncommitted changes** (skip this step if working directory is clean):
```bashFrom aws/agent-toolkit-for-aws, Apache-2.0.
More from aws/agent-toolkit-for-aws
- 0.843score
agents-build
aws-agentcoreOfficial
Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter, payments, or resource…
SkillAFreshness: A★ 3KClaude Code +9 - 0.782score
agents-pay
aws-agentcoreOfficial
Use when THIS agent needs to pay for x402-protected content at runtime: hitting a paywall mid-task, settling it via AgentCore Payments, and applying…
SkillBFreshness: B★ 3KClaude Code +9 - 0.739score
agents-optimize
aws-agentcoreOfficial
Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization.
SkillCFreshness: C★ 3KClaude Code +9 - 0.739score
agents-deploy
aws-agentcoreOfficial
Use when deploying your agent to AWS, or when a deploy has failed.
SkillCFreshness: C★ 3KClaude Code +9 - 0.734score
agents-get-started
aws-agentcoreOfficial
Use when a developer wants to create a new agent project or get started with AgentCore.
SkillCFreshness: C★ 3KClaude Code +9 - 0.724score
aws-transform
AWSOfficial
Performs code upgrades, migrations, and transformations using the AWS Transform (ATX) CLI.
SkillCFreshness: C★ 3KClaude Code +9 - 0.724score
agents-debug
aws-agentcoreOfficial
Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues.
SkillCFreshness: C★ 3KClaude Code +9 - 0.724score
agents-harden
aws-agentcoreOfficial
Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate…
SkillCFreshness: C★ 3KClaude Code +9 - 0.700score
agents-connect
aws-agentcoreOfficial
Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies.
SkillCFreshness: C★ 3KClaude Code +9 - 0.682score
knowledge-base-for-startups
awsOfficial
AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning…
SkillAFreshness: A★ 3KClaude Code +9 - 0.682score
aws-sms-voice
awsOfficial
Onboards RCS Business Messaging and Notify OTP via the pinpoint-sms-voice-v2 AWS CLI.
SkillAFreshness: A★ 3KClaude Code +9 - 0.682score
agent-advisor
awsOfficial
Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executable POC — one phased flow.
SkillAFreshness: A★ 3KClaude Code +9
Signals
- Stars
- 3,049
- Forks
- 394
- Open issues
- 40
- Last commit (this folder)
- Jun 17, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/aws/agent-toolkit-for-aws
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from aws
- 0.781score
AWS MCP Server
awsOfficial
A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.
ConnectorBFreshness: BLocal↓ 416.2K/wkClaude Code +5 - 0.781score
AWS MCP Server
awsOfficial
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.
ConnectorBFreshness: BLocal↓ 416.2K/wkClaude Code +5 - 0.682score
agent-advisor
awsOfficial
Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executable POC — one phased flow.
SkillAFreshness: A★ 3KClaude Code +9 - 0.682score
prompt-library-for-startups
awsOfficial
AWS-curated copy-paste prompts for AI coding agents (MVP scaffolding, RAG chatbot with Claude on Bedrock, security baseline evaluation, cost anomaly…
SkillAFreshness: A★ 3KClaude Code +9 - 0.682score
knowledge-base-for-startups
awsOfficial
AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning…
SkillAFreshness: A★ 3KClaude Code +9 - 0.682score
aws-sms-voice
awsOfficial
Onboards RCS Business Messaging and Notify OTP via the pinpoint-sms-voice-v2 AWS CLI.
SkillAFreshness: A★ 3KClaude Code +9
Cite this page
analyzing-release-readiness skill. Agent Mart. https://agentmart.dev/skills/aws-analyzing-release-readiness (last updated 2026-10-24)