ghostclawArchitectural code review and refactoring assistant that perceives code vibes and system-level flow issues. Use for analyzing code quality and architecture,...
Install via ClawdBot CLI:
clawdbot install ev3lynx727/ghostclawGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/your-org/frontend-app.gitAudited Apr 17, 2026 · audit v1.0
Generated Mar 1, 2026
A financial services company with a monolithic Node.js application needs to refactor for microservices. Ghostclaw analyzes the codebase to identify tightly coupled modules, suggest service boundaries, and provide refactoring blueprints to improve scalability and maintainability while adhering to Node.js best practices.
An e-commerce startup has a React frontend with performance issues due to large components and prop drilling. Ghostclaw reviews the component hierarchy, scores vibe health, and suggests refactors like extracting custom hooks and implementing state management patterns to enhance reusability and reduce rendering overhead.
A healthcare SaaS provider uses a Django REST API with bloated views mixing business logic and data access. Ghostclaw diagnoses architectural flaws, such as lack of service layer separation, and proposes refactoring steps to introduce repositories and services, improving testability and compliance with Django conventions.
A software development agency manages multiple client repositories and needs to ensure code quality over time. Ghostclaw is set up as a cron watcher to daily pull and analyze these repos, automatically opening PRs for architectural improvements and sending vibe health digests to maintain consistency across projects.
Offer Ghostclaw as a SaaS platform where teams subscribe to monthly architectural reviews and automated monitoring. Revenue comes from tiered plans based on repository count and features like PR automation, with upsells for custom tech stack heuristics.
Sell Ghostclaw licenses to large enterprises for on-premise deployment, integrating with their existing CI/CD pipelines and version control systems. Revenue is generated through one-time license fees and annual support contracts for updates and customization.
Release Ghostclaw as open-source core functionality, attracting developers for free use. Monetize by offering premium features such as advanced analytics, priority support, and proprietary tech stack templates through a paid marketplace or enterprise add-ons.
💬 Integration Tip
Integrate Ghostclaw into CI/CD pipelines by triggering ad-hoc reviews on pull requests to enforce architectural standards, and use the cron watcher for scheduled health checks to catch drift early.
Scored Apr 19, 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.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
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
Plan, draft, version, and refine written content with enforced versioning and quality audits.