claude-automation-recommenderAnalyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations,...
Install via ClawdBot CLI:
clawdbot install vinhltt/claude-automation-recommenderGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
A team building a React frontend with a Node.js/Express backend and PostgreSQL database. They need automated code formatting, API documentation generation, and database query assistance. This skill analyzes their codebase to recommend hooks for auto-formatting, MCP servers for database and API docs, and custom skills for migration management.
A company managing a Vue.js and Django e-commerce site with Stripe integration and extensive testing. The skill identifies needs for payment API documentation via MCP, frontend design skills, and hooks to run tests automatically on code edits, improving workflow efficiency and reducing errors.
A startup using Next.js and Supabase to quickly build a minimum viable product. The skill recommends MCP servers for Supabase and GitHub integration, skills for feature planning and release notes, and hooks to block edits to sensitive files like .env, ensuring secure and streamlined development.
An organization with a microservices architecture using Docker, AWS, and CI/CD tools like GitHub Actions. The skill analyzes the codebase to suggest MCP servers for AWS and Docker management, skills for PR checks and automation rules, and hooks for linting and type-checking to enforce code quality in a complex environment.
Developers maintaining a Python library with pytest testing and extensive documentation. The skill detects patterns to recommend hooks for auto-linting, MCP servers for context7 documentation lookup, and custom skills for generating tests and onboarding new contributors, enhancing collaboration and code reliability.
Offer a basic version of the skill for free to analyze codebases and recommend automations. Charge for premium features like advanced MCP server integrations, custom skill templates, and priority support. Revenue comes from monthly subscriptions based on team size or usage tiers.
Provide personalized services where experts use the skill to analyze client codebases and implement recommended automations. Offer training, custom MCP server development, and ongoing maintenance. Revenue is generated through project-based fees or retainer contracts for continuous optimization.
Create a platform where developers can share and sell custom skills, hooks, and MCP servers recommended by the skill. Take a commission on sales or offer premium listings. Monetize by facilitating transactions and providing a curated ecosystem for Claude Code extensions.
💬 Integration Tip
Start by analyzing the codebase with the skill's Phase 1 workflow to identify key tools and frameworks, then prioritize implementing MCP servers for external integrations and hooks for automated code quality checks to maximize efficiency.
Scored Jun 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.