Image Processing

Generate and edit draw.io diagrams in XML format with proper font settings, arrow placement, and Japanese text support. Use when creating flowcharts, architecture diagrams, sequence diagrams, or any visual diagrams in .drawio format. Handles font family settings, arrow layering, text sizing, and PNG export validation.

Visualize datasets in 2D using embeddings with UMAP or t-SNE dimensionality reduction. Use when users want to explore dataset structure, find clusters in images, identify outliers, color samples by class or metadata, or understand data distribution. Requires FiftyOne MCP server with @voxel51/brain plugin installed.

Create validation logic for F# backends with error accumulation and async validation. Use when: "add validation", "validate X", "input validation", "complex validation", "business rules", "check email", "required fields", "async validation", "database uniqueness", "cross-field validation", "validation errors". Creates validators in src/Server/Validation.fs. Use for complex scenarios; basic validation patterns are in fsharp-backend skill.

Implement client-side routing with Feliz.Router for F# Elmish applications. Use when: "add routing", "create pages", "navigation", "URL handling", "deep linking", "add page", "route to", "browser history", "SPA routing", "multi-page", "navigate to". Creates route definitions, URL parsing, and navigation patterns in src/Client/.

Extended Linear operations - manage project milestones and download images from issues. Use for project phases (Alpha, Beta, Launch), milestone management, or extracting images/screenshots from issues. Triggers: "show milestones", "create milestone", "update milestone", "project phases", "download images from issue", "get issue images", "extract screenshots".

Recipe collection manager. Extracts recipes from URLs (websites, Instagram, YouTube), images, and Apple Notes. Stores in structured YAML format with family preferences tracking. Supports sync to/from Notion.

Implement F# backend using Giraffe + Fable.Remoting with proper layer separation. Use when: "implement backend", "add API", "create endpoint", "server logic", "business rules", "backend for X", "API implementation", "server-side", "Giraffe", "Fable.Remoting". Layers: Validation → Domain (pure) → Persistence (I/O) → API. Creates code in src/Server/: Validation.fs, Domain.fs, Persistence.fs, Api.fs.

Write comprehensive tests using Expecto for F# applications. Use when: "add tests", "write tests", "test X", "unit test", "testing", "verify", "Expecto", "test coverage", "TDD", "property test", "async test", "test case". Creates tests in src/Tests/ for domain logic, validation, persistence, and state. Focus on pure functions (domain) and validation rules for best coverage.

[Aesthetics] Maps aesthetic briefs to cultural references: art movements, photography, film, architecture, music, fashion. Outputs reference lists with visual language analysis. Organizes findings as Image and Memo nodes in Brain canvas.

Generate neon-anime poster and export PNG.

Extract tables from PDFs and images to CSV or Excel. Support for scanned documents with OCR, multi-page PDFs, and complex table structures.

Combine multiple images into sprite sheets with customizable grid layouts and generate CSS sprite maps for web development.

Build secure container images with Wolfi runtime, non-root users, and multi-stage builds. Templates for Python/uv, Bun, Node.js/pnpm, Golang (static/CGO), and Rust (glibc/musl) with allocator optimization

Convert video clips to optimized GIFs with speed control, cropping, text overlays, and file size optimization. Create perfect GIFs for social media, documentation, and presentations.

Provide agricultural weather advisory to farmers based on location. Use when farmers send crop images (with or without disease recognition), ask about weather-related farming risks, or need advice on agricultural timing (spraying, irrigation, fertilizer). Interprets comprehensive weather metrics including disease risk, stress conditions, and optimal intervention windows.

This skill creates file upload UIs with drag-and-drop, preview, progress, and validation.Supports React (react-dropzone), Vue 3 (vue-dropzone), with image preview, progress bars, file validation (size, type), multiple files.Generates upload components, drag-drop zones, file preview, progress tracking, validation errors.Activate when user says "file upload", "drag and drop", "upload images", "file picker", or needs file upload UI.Output: Complete file upload UI with drag-drop, preview, progress, validation, and API integration.

Manages Tallyfy documentation assets on Cloudflare R2. Uploads images, generates AI captions using Claude Code native vision, maintains CSV inventory with build-time integration. Use when managing docs screenshots or media files.

Family recipe collection manager. Extracts recipes from URLs (Instagram, YouTube, websites), images, and Apple Notes. Tracks family preferences, cooking status (To try → Perfected), and syncs with Notion. Supports Hebrew and English. Triggers - "add recipe", "save recipe", "extract recipe", "show recipes", "process recipe inbox", "import from Apple Notes", "sync to Notion", "mark recipe tried", "family recipes", "ninja recipes", "oven recipes".

Convert 2D images to 3D GLB models using Fal.ai's sam-3/3d-objects model. Use this skill when the user asks to create 3D models from images, convert images to GLB format, or generate 3D game assets from 2D sources.

Generate minimal HTML pages to review Claude Code output in a browser. Use when terminal output is hard to read, when reviewing lists/tables/drafts, or when user says "show me", "make this reviewable", "quick view", or "open as webpage". Produces unstyled semantic HTML only.