Deep Learning

Structure n8n nodes correctly with INodeTypeDescription, resource-operation patterns, and proper package.json configuration. Use this skill when creating new *.node.ts files, defining INodeTypeDescription properties, implementing resource and operation parameters, building trigger nodes, organizing complex nodes into actions folders, or configuring the n8n section in package.json. Apply when choosing between declarative and programmatic styles, setting up node metadata, or structuring community node packages.

Guides Claude in writing idiomatic, efficient, well-structured Rust code using proper data modeling, traits, impl organization, macros, and build-speed best practices.

Interpretive guidance for generating OpenSCAD code for OpenGrid/MultiConnect wall-mounted organizers. Provides pattern selection frameworks, mounting system integration, and dimensional constraints specific to this ecosystem. Use when generating OpenSCAD files for OpenGrid items.

Playwright Page Object Model including page classes, fixtures, helpers, and test organization. Use when structuring Playwright E2E tests or organizing test code.

NDP-specific GitHub workflow using Trunk-Based Development (TBD). Commit directly to main with conventional commits. Use this skill for ALL git operations in the Neural Data Platform project.

This skill should be used when the user asks about "namespaces", "singleton", "TileManager", "GameManager", "TokenManager", "InputManager", "data flow", "class responsibilities", "layers", "folder structure", "code organization", "design patterns", "ScriptableObject", "databases", or discusses Zero-Day Attack codebase architecture and patterns.

Complete knowledge domain for Cloudflare Queues - flexible message queue for asynchronous processingand background tasks on Cloudflare Workers.Use when: creating message queues, async processing, background jobs, batch processing, handling retries,configuring dead letter queues, implementing consumer concurrency, or encountering "queue timeout","batch retry", "message lost", "throughput exceeded", "consumer not scaling" errors.Keywords: cloudflare queues, queues workers, message queue, queue bindings, async processing,background jobs, queue consumer, queue producer, batch processing, dead letter queue, dlq,message retry, queue ack, consumer concurrency, queue backlog, wrangler queues

Project organization, multi-agent coordination, bug reporting, feature requests, and documentation practices. Use when managing projects, coordinating work, or organizing development workflows.

Guide for writing Go tests following this project's patterns including httptest, test organization, and coverage requirements.

Design and build reusable, maintainable UI components following modern architecture patterns for React, Vue, or other frameworks. Use this skill when creating component files (.jsx, .tsx, .vue), implementing component logic, managing component state, defining props interfaces, or organizing component hierarchies in directories like components/, views/, or pages/. Apply this skill when building functional components with hooks (React), composition API components (Vue), single-file components, implementing component composition patterns, managing local vs. lifted state, or creating custom hooks for shared logic. This skill ensures components follow single responsibility principle, are properly encapsulated, have clear prop interfaces with TypeScript types, support reusability across contexts, and follow modern patterns like atomic design, container/presentational separation, and compound components.

Guide for building robust API integration layers in React/TypeScript applications. Use when implementing HTTP clients (axios/fetch), request/response interceptors, authentication token handling, error handling strategies, retry logic, request cancellation, or organizing API services. Triggers on questions about API client setup, custom hooks for data fetching, React Query/SWR integration, or service layer patterns.

Maintain consistent coding style, formatting, and naming conventions across the entire codebase following DRY and YAGNI principles. Use this skill when writing or refactoring any code in any language or framework to ensure consistent indentation, naming patterns, function size, and code organization. Apply this skill when naming variables, functions, classes, or files, when formatting code with proper spacing and line breaks, when removing dead code or unused imports, when extracting duplicated logic into reusable functions, or when ensuring small focused functions that do one thing well. This skill ensures the entire codebase maintains uniform style through automated formatting tools (Prettier, Black, ESLint), follows established naming conventions (camelCase, PascalCase, snake_case), avoids code duplication, removes commented-out code, and prioritizes readability and maintainability over cleverness.

Manage Obsidian knowledge base - capture ideas, YouTube videos, articles, repositories, create study guides, and publish to GitHub Pages. Use smart AI tagging for automatic organization.

Manage Google Contacts with full CRUD operations via Ruby scripts. This skill should be used when searching, viewing, creating, updating, or deleting contacts in Google Contacts. Supports contact lookup, batch operations, and comprehensive contact field management including names, emails, phones, addresses, birthdays, organizations, and notes.

Guide AI agents through Godot 4.x GDScript coding best practices including scene organization, signals, resources, state machines, and performance optimization. This skill should be used when generating GDScript code, creating Godot scenes, designing game architecture, implementing state machines, object pooling, save/load systems, or when the user asks about Godot patterns, node structure, or GDScript standards. Keywords: godot, gdscript, game development, signals, resources, scenes, nodes, state machine, object pooling, save system, autoload, export, type hints.

Pattern for separating repository code from user data and notebooks. Trigger: organizing scientific pipelines, separating code from data

Guide for understanding and writing Miden VM assembly (MASM) code. Use when: (1) Reading, analyzing, or explaining MASM code (2) Writing new MASM procedures or programs (3) Debugging MASM execution or stack state (4) Optimizing MASM code for cycle count (5) Working with Miden VM stack machine concepts Covers instructions, code organization, core library, and common patterns.

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.

Comprehensive toolkit for managing large Claude Code skill collections including bulk downloading from GitHub, organizing into categories, detecting and removing duplicates, consolidating skills, and maintaining clean skill repositories with 100+ skills.

Use this skill when troubleshooting OpenStudio or EnergyPlus energy models that fail to simulate, have geometry errors (intersecting surfaces, non-planar surfaces, story organization issues), need HVAC validation against Engineer of Record specifications, require LEED Appendix G baseline generation, or need systematic diagnostics for complex commercial building models. Handles model triage, geometry rebuild decisions, EOR specification mapping, and quality assurance for LEED compliance.