pr-review-assistantAutomated pull request review providing detailed feedback on correctness, security, performance, maintainability, testing, and best practices.
Install via ClawdBot CLI:
clawdbot install charlie-morrison/pr-review-assistantGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Aug 1, 2026
Integrate the PR Review Assistant into a CI/CD pipeline to automatically review every pull request. This ensures consistent code quality checks without manual intervention, catching issues early in the development process.
Open source maintainers can use the assistant to enforce quality standards on contributions. It provides structured feedback to contributors, reducing maintainer workload and improving code quality.
In fintech, security is paramount. Use the assistant with a focus on security to identify vulnerabilities like injection attacks, hardcoded credentials, and insecure deserialization before they reach production.
E-commerce sites need fast performance. The assistant can focus on performance issues like N+1 queries and inefficient algorithms, helping teams optimize their code before deployment, ensuring smooth user experience during high traffic.
Use the assistant as a learning tool for junior developers. The detailed feedback with specific suggestions helps them understand best practices and improve their coding skills in a real-world context.
Offer basic review features for free with limits (e.g., number of reviews per month), and charge for advanced features like deeper AI analysis, unlimited reviews, and integrations.
Release the core tool as open source, and charge enterprises for premium support, custom integrations, and deployment assistance.
Integrate with popular platforms like GitHub, GitLab, or Bitbucket and charge per use or via a subscription, with revenue shared via marketplace fees or direct billing.
💬 Integration Tip
Start by running the script locally on a small repository to understand the output format, then gradually integrate into CI pipelines using the --format json option for programmatic handling.
Scored Jun 20, 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.