Documentation

Use when writing Hotwire (Turbo/Stimulus) code in Rails - enforces dom_id helpers, morph updates, focused Stimulus controllers, and JavaScript private methods

Expert technical analyst for comprehensive codebase analysis and strategic implementation planning. Use when planning features, designing architecture, analyzing complex tasks, or when you need a detailed plan.md before implementation.

Create new blog post structure for fabiorehm.com. Validates topic uniqueness, identifies personal angle, then creates scaffold through conversation.Trigger phrases: "new post", "write about", "scaffold", "create post", "start writing", "new blog post"

Expert in creating database diagrams and visual representations. Use when generating ERDs, schema diagrams, or visualizing database relationships with Mermaid.js.

MANDATORY protocol enforcing knowledge check before EVERY response - prevents explaining systems without reading docs, claiming without verification, and ignoring auto-loaded context

Review journal entries and extract valuable knowledge into formal documentation

Technical terms to preserve in English when translating to Urdu. Use when translating robotics or AI content to Urdu while maintaining technical accuracy.

Deep code review with web research to verify against latest ecosystem. Use when user says 'double check against latest', 'verify versions', 'check security', 'review against docs', or needs deep analysis beyond automatic quality hook.

Find the angle that makes something sell. Use when launching a product, creating a lead magnet, writing a landing page, crafting an offer, or when marketing isn't converting. Triggers on: find angles for X, how should I position X, what's the hook, why isn't this selling, make this stand out, differentiate this, or when copy/landing page work needs a strong angle first. Outputs 3-5 distinct positioning options with headline directions for each.

Generates end-user friendly release notes and changelogs by analyzing git diffs, consolidating changes, and formatting for Slack and documentation

This skill should be used when the user asks "how to use Mindpilot", "set up Mindpilot MCP", "visualize with Mindpilot", "get started with diagrams", or needs initial guidance on using Mindpilot for creating and viewing Mermaid diagrams.

Document APIs comprehensively with signatures, parameters, return values, errors, and working code examples for developer reference

Create and modify Lua plugins for Open Brush with full API documentation access. Use when the user wants to create Open Brush plugins, work with Lua scripts for Open Brush, or asks about Open Brush scripting API, Lua functions, or plugin development.

Best practices for writing clear, actionable error messages in code.

Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from documents (PDF tables, forms, charts, diagrams, multi-page), generate images (text-to-image, editing, composition, refinement). Use when working with audio/video files, analyzing images or screenshots, processing PDF documents, extracting structured data from media, creating images from text prompts, or implementing multimodal AI features. Supports multiple models (Gemini 2.5/2.0) with context windows up to 2M tokens.

将文章或内容转换为专业的中文可视化HTML网页。当需要生成HTML页面、制作可视化内容展示页、将Markdown或文本转换为网页时使用。

Rust coding standards (Japanese comments required, error handling, logging, naming conventions). Use when writing new code, adding error handling, logging, fixing errors, asking about coding style, thiserror, tracing, naming conventions, or code review.

Use when writing or reviewing technical documentation to follow Google's documentation style guide - https://developers.google.com/style

Write vanilla JavaScript for Web Components with functional core, imperative shell. Use when creating JavaScript files, building interactive components, or writing any client-side code.

Frappe server-side Python patterns for controllers, document events, whitelisted APIs, background jobs, and database operations. Use when writing controller logic, creating APIs, handling document events, or processing data on the server.