Deep Learning

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Architecture selection router: CNNs, Transformers, RNNs, GANs, GNNs by data modality and constraints

Use this when creating new projects, generating documentation, cleaning/organizing a repo, suggesting architecture, deploying containers and services, naming files/folders, or when the user references 'ecosystem', 'patterns', or 'containers'. This skill outlines naming conventions, stack preferences, project organization (iMi worktrees), Docker patterns, and PRD structures from past conversations.

Personal inventory management system for tracking possessions during decluttering and organization. Uses SQLite database for structured tracking of rooms, categories, items, and processing status. Use when organizing, decluttering, or managing personal belongings.

Routes to appropriate PyTorch specialist skill based on symptoms and problem type

Create, validate, and troubleshoot Mermaid.js diagrams. Use when generating flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, state diagrams, or any visualization. Handles diagram validation, syntax errors, broken diagrams, and automatic repair. Trigger terms - mermaid, diagram, flowchart, sequence, class diagram, ER diagram, entity relationship, state machine, gantt, visualization, chart, graph.

Toolkit for installing and using F5-TTS, a neural text-to-speech system. Use this skill when users request TTS (text-to-speech) functionality, want to install or troubleshoot F5-TTS, or need to run the F5-TTS Gradio interface. This skill handles Python 3.11 requirement, FFmpeg dependencies, and library path configuration on macOS.

Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.

REST API design patterns for SpecFlux. Use when creating new API endpoints, designing request/response schemas, implementing pagination, or updating OpenAPI specifications. Follows Domain-Driven Design with specs organized by domain.

Benchmarking and competitive analysis techniques. Compares performance, processes, and practices against industry standards, competitors, and best-in-class organizations.

Ruby language patterns and idioms. Use when writing Ruby code, reviewing diffs, or discussing Ruby style. Covers naming, conditionals, method organization, and the "fail loud" philosophy.

Internal logic and data flow philosophy (The 5 Laws of Elegant Defense). Understand deeply to ensure code guides data naturally and prevents errors.

This skill should be used when the user asks to "create CLAUDE.md", "initialize CLAUDE.md", "sync CLAUDE.md with code", "update documentation from codebase", "create .claude/rules/", "manage modular rules", "split large CLAUDE.md", or mentions project documentation setup. Manages complete lifecycle of project instructions including creation, synchronization with code patterns, and modular organization.

Use when designing digital asset management systems, media libraries, upload pipelines, or asset metadata schemas. Covers media storage patterns, file organization, metadata extraction, and media APIs for headless CMS.

Manage bookmarks with Raindrop.io MCP server. Use when saving URLs, organizing bookmarks into collections, tagging content, searching saved links, or managing highlights. Covers bookmark CRUD, collection organization, tag management, and URL parsing.

Set up conditional documentation loading to prevent context pollution. Use when organizing project docs, implementing progressive disclosure, or reducing CLAUDE.md token consumption with on-demand loading.

This skill explains NativePHP plugin structure and configuration. Use when the user asks about "plugin structure", "nativephp.json", "plugin manifest", "composer.json setup", "service provider", "facade", "plugin directory layout", "bridge_functions array", "plugin permissions", "plugin dependencies", "plugin repositories", "custom maven repository", "plugin secrets", "environment variables", "placeholder substitution", "plugin hooks", "copy_assets", "features", "uses-feature", "meta_data", "background_modes", "entitlements", or how to organize a NativePHP plugin package.

Provides tagline and slogan creation frameworks including Marty Neumeier's Truelines vs Taglines, David Ogilvy's headline principles, Eugene Schwartz's desire channeling, the Distillation Method, and AIDA testing framework. Auto-activates during tagline creation, slogan development, and brand catchphrase work. Use when discussing taglines, slogans, catchphrases, brand mottos, truelines, memorable phrases, tagline testing, or brand mantra.

Create comprehensive marketing content for themes, plugins, and web products. Generates organized folder structure with product descriptions, feature highlights, social media posts, email campaigns, video scripts, sales materials, and brand assets. Use when creating promotional content, announcements, or sales copy.

Neuroscience expert covering brain structure, neural signaling, cognition, and neurological disorders