Claude Code
Understand the task. Improve the change.
Decide what ships, all
inside Claude Code.
50 free reviews per month for individual developers. Read the official Claude Code plugin setup guide.
Claude Code
cloudaeye:trends 1842
AI slop score · Increasing
3 bugs · 1 incident / 90 daysAI slop score · Elevated
11 bugs · 2 incidents / 90 daysUp from 5 in the previous 90 days
Stability below averageThis PR modifies the same caching layer involved in stale user profile data.
Identity Platform Owner
Cache invalidation · Failure and retry handling
Consistency
between cache and source of truth
cloudaeye:trends 1842 --verbose
cloudaeye:prioritize-prs
| Priority | Pull request | Risk | Why it matters |
|---|---|---|---|
| 94/100 | #1845 Payment service refactor | High | Critical business impactChanges payment processing across 12 services. |
| 87/100 | #1837 Authentication changes | High | High business impactModifies OAuth and session management. |
| 52/100 | #1851 Update dashboard UI | Low | Medium business impactIsolated changes with limited production impact. |
A prioritized view of the queue, so review attention goes where it matters most.
cloudaeye:check 1842
Linked issue and acceptance criteria are present.
The change includes tests for the expected behavior.
Documentation accompanies the updated code.
Selected checklist items have been evaluated.
If a repository checklist is not enabled, the command opens the setup UI to select its items.
Issue context and follow-up, across your stack.
Jira
GitHub
GitLab
Understand what needs to change, improve the implementation,
and
bring engineering context to every review decision.
Explain issues, check requirements, and inspect the structure and quality of a change.
Explore the commandsGenerate unit tests and documentation, automate tests, and turn feedback into tracking issues.
Explore the commandsUnderstand risk, prioritize the PR queue, involve the right reviewer, and learn from incidents.
Explore the commandsBring OWASP Top 10 checks, dependency risks, and exposed secrets into the same code review.
Catch duplicate logic, unsafe inputs, and missing coverage. Keep every pull request aligned with engineering fundamentals.
Review AI agents, LLM prompts, and MCP tools for unsafe actions, untrusted instructions, and broken data boundaries.
The CloudAEye capabilities available inside Claude Code.
Bring issue intent, code quality, and system design into the same review.
Run a comprehensive code and security review. Align the PR with its Jira or GitHub issues to check whether the requested work is complete.
Findings are ranked from Critical to Important to lower-priority improvements, so suggestions do not all become blockers.
cloudaeye:review
A passing PR review can issue an actual GitHub approval. Any Critical finding prevents approval.
Get context for work tracked in Jira, GitHub, or GitLab, using an issue identifier or a URL.
Jira setup opens automatically when it has not been configured.
cloudaeye:explain jira <issue#>
cloudaeye:explain github <issue#>
cloudaeye:explain gitlab <issue#>
Get answers about the change so you can clarify behavior and resolve questions before moving forward.
cloudaeye:ask
Catch logic errors, edge cases, and foundational security issues early. A focused pass before the deeper review.
cloudaeye:inspect
Turn the diff into a clear summary of what changed and the important implementation details, ready for a review handoff.
cloudaeye:describe
Evaluate a pull request against the repository's selected checklist items.
If the checklist is not enabled, the command opens the checklist-selection UI.
cloudaeye:check <pr#>
Score low-value AI-generated code patterns and make code-quality signals part of the review.
cloudaeye:slop-score <pr#>
See how a pull request changes control flow, represented as a sequence diagram.
cloudaeye:control-flow <pr#>
Review the system-design implications of a pull request, beyond individual lines of code.
cloudaeye:review-arch <pr#>
Keep tests, documentation, and follow-up work close to the change.
Generate unit tests for a pull request without leaving your Claude Code workflow.
cloudaeye:test <pr#>
Add code documentation for the changes in a pull request.
cloudaeye:add-docs <pr#>
Turn a review comment into an assigned follow-up issue in the system your team uses.
cloudaeye:create-issue <comment#> jira <assignee
display name>
cloudaeye:create-issue <comment#> github <github
username>
cloudaeye:create-issue <comment#> gitlab <gitlab
username>
Connect today's pull requests with engineering history and production impact.
Understand author and team AI slop scores, bug history, product-area stability, and production incidents.
cloudaeye:trends <pr#>
cloudaeye:trends <pr#> --verbose
Order the queue by priority score, with risk, complexity, business impact, and a reason for each ranking.
cloudaeye:prioritize-prs
Recommend a reviewer with relevant ownership, review history, and incident experience, along with a suggested review focus.
cloudaeye:assign-reviewer <pr#>
Bring lessons from previous production incidents into the review of new changes.
List all supported commands or get detailed usage and options for a specific command.
cloudaeye:help
cloudaeye:help <command>
Does the PR deliver the requested work? Is there a meaningful issue that should stop it from shipping? CloudAEye connects issue intent with severity-ranked findings to answer both.
Critical findings block approval. A clean PR can receive an actual GitHub approval automatically. The goal is a clear outcome, not another round of subjective changes.
Explore the review process
GitHub review
Authentication path permits a policy bypass
Unresolved. Blocks approval.Retry behavior now matches the linked issue
ResolvedTest name could describe the boundary case more precisely
Non-blocking improvement
Use Jira, GitHub, or GitLab with
cloudaeye:explain and
cloudaeye:create-issue. Explain also accepts an
issue URL. Tracking issues can be assigned to the person named
in the command.
The explain command detects missing Jira configuration and opens its setup UI. The check command detects when a repository checklist is not enabled and opens the UI to select checklist items.
Yes. Use cloudaeye:create-issue with the comment
number, your issue tracker, and an assignee to create a tracking
issue in Jira, GitHub, or GitLab.
Author and team AI slop scores, recent bugs and incidents,
product-area stability, and related production incidents. Add
--verbose for a detailed breakdown, including risk
signals and a recommended human reviewer.
Run cloudaeye:help for the command list, or
cloudaeye:help <command> for detailed usage
and options. See the
official setup guide
and CloudAEye plugin user guide.
The free tier includes 50 free reviews per month for individual developers. View pricing for plan details.
From issue context to tests, documentation, and review decisions: bring the complete PR workflow into Claude Code.
50 free reviews per month for individual developers.