Skill UI

Implements Clerk enterprise SSO, role-based access control, and organization management so teams can configure IdP integration, guard protected routes, and manage roles/permissions across orgs with middleware and frontend hooks.

Step-by-step guide for moving authentication flows from Auth0, Firebase, Supabase Auth, NextAuth, or custom providers to Clerk, covering planning, implementation hooks, rollback, and error handling for smooth cutovers.

Guides developers through securing Clerk-based authentication flows, covering environment secrets, middleware settings, API routes, webhook handling, and session protection; ideal for hardening applications before production.

Guides ClickHouse database architects through schema designs, query optimization, ingestion strategies, and monitoring techniques tailored for high-performance analytical workloads.

Generates Python code and workflows for collaborative, content-based, or hybrid recommendation models, handling data prep, training, evaluation, and scalability so Claude can deliver tailored suggestions across domains.

Chroma is an open-source, AI-native embedding database designed for building sophisticated LLM applications. It allows users to store high-dimensional embeddings and associated metadata, facilitating powerful vector search and full-text filtering. Ideal for implementing Retrieval-Augmented Generation (RAG) systems, semantic search, and document retrieval in local or self-hosted environments, making it perfect for open-source AI projects and prototyping.

This skill simulates a documentation expert, capable of generating comprehensive, maintainable technical documentation directly from source code. It analyzes codebases to produce various artifacts, including API documentation, system architecture diagrams, comprehensive user guides, and technical reference manuals. It is essential for standardizing documentation and building automated documentation pipelines in large, complex projects.

Generates, formats, and validates technical documentation for codebases, covering docstrings, OpenAPI/Swagger specs, JSDoc, portals, and tutorials; ideal when adding inline docs, API guides, or user-facing guides with verified examples.

Automates Prettier-based validation and rewriting of JavaScript, TypeScript, JSON, CSS, Markdown, and other files, providing setup guidance for configs, ignore files, and optional husky+lint-staged hooks to keep code style consistent across projects.

This expert analyzes and refactors provided code based on clean code principles, SOLID design patterns, and modern software engineering best practices. It is designed to significantly improve the quality, maintainability, and performance of complex, messy, or poorly structured codebases, ensuring the resulting code is robust, scalable, and easy to maintain.

You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti

This skill functions as a dedicated dependency security expert, specializing in auditing project dependencies. It analyzes codebases for known security vulnerabilities, license compliance issues, outdated packages, and overall supply chain risks. It provides comprehensive, actionable remediation strategies and detailed risk reports to keep software supply chains secure and compliant.