gstack-reviewPre-landing PR review. Analyzes diff against the base branch for SQL safety, LLM trust boundary violations, conditional side effects, and other structural is...
Install via ClawdBot CLI:
clawdbot install loocor/gstack-reviewGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 7, 2026
A developer has opened a PR with changes to a database migration file. The agent analyzes the diff for SQL injection risks, unsafe parameter handling, and unintended data exposure to catch security issues before merge.
A team working on a conversational AI product submits a PR that modifies how user messages are processed. The agent inspects the diff for untrusted data flows crossing into LLM prompts, ensuring no injection or jailbreak vectors are introduced.
A developer claims to be adding a payment API integration, but the diff shows changes in unrelated files like login UI and email templates. The agent identifies scope creep and missing requirements by comparing against PR description and TODOS.
A PR includes changes to CSS files and a new button component. The agent reads the design system docs and design checklist, then reviews the frontend diff to ensure the button matches established styles and recommends fixes for visual inconsistencies.
A PR adds a new status value 'PENDING_APPROVAL' to an enum used in multiple modules. The agent greps the codebase for all usages of sibling enum values and flags missing handlers in switch statements or ORM mappings outside the diff.
Charge engineering teams a monthly fee per developer seat for automated pre-merge reviews, reducing manual code review time and catching issues early.
Offer a pay-as-you-go model where customers pay per review request, suitable for startups or occasional use. Integrates with CI/CD pipelines to trigger on each PR.
Provide an enterprise plan that includes custom checklist rules, priority support, and integration with internal compliance tools, targeting large organizations with strict code review policies.
💬 Integration Tip
Best integrated as a GitHub Action or GitLab CI step triggered on PR creation; require users to have a base branch and diff for the review to run.
Scored May 7, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
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Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
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