Learning & Documentation Claude 技能

Mermaid Diagramming

Generates enterprise-grade diagrams from text-based Mermaid syntax for technical documentation and system design.

RAG Documentation Chatbot

Builds and integrates production-ready RAG chatbots into documentation sites using a full-stack architecture of FastAPI, OpenAI, Qdrant, and Neon Postgres.

Professional Diagramming

Generates accessible, high-quality Mermaid and DOT/Graphviz diagrams with semantic coloring for technical architecture and documentation.

Claude Code Skill Template

Provides a standardized structural blueprint and boilerplate for creating custom Claude Code skills.

Practice Station Redesign

Transforms complex golf drill pages into goal-oriented, mobile-friendly practice stations with structured Trackman exercises and clear shot mastery guides.

Mermaid Diagram Designer

Generates professional, high-contrast Mermaid diagrams optimized for GitHub's light and dark mode themes.

AWS Knowledge Tool

Queries, retrieves, and converts AWS documentation into markdown format to streamline technical research and architectural discovery.

Technical Research Professional

Conducts systematic technical investigations across multiple sources to provide evidence-based recommendations and authoritative documentation.

Global Commenting

Enhances code maintainability by generating purposeful documentation that explains the rationale behind technical decisions, complex logic, and non-obvious implementations.

Pacing Optimizer

Optimizes course schedules and student workload distribution using evidence-based estimation and strategic deadline planning.

Feature Documenter

Generates and maintains structured, multi-layer technical documentation for software features, API endpoints, and implementation summaries.

AI Robotics Layer Definitions

Provides a standardized L1-L5 pedagogical framework for structuring AI-native robotics education and content.

Research Synthesizer

Researches and synthesizes complex information into structured reports with authoritative inline citations.

Documentation Wizard

Maintains living documentation by synchronizing READMEs, API references, and architecture records with your codebase and design decisions.

Java Documentation Testing (sai doc)

Streamlines the development and verification of Java documentation lookup features within the sai toolchain.

Context7 Documentation Fetcher

Retrieves up-to-date documentation and code examples for programming libraries and frameworks using a token-efficient API interface.

Reference Tracker

Automatically logs research sources, search queries, and significant development prompts to maintain comprehensive project documentation and audit trails.

Documentation Wizard

Maintains, updates, and generates accurate project documentation by cross-referencing code, conversation history, and expert knowledge.

Memory Sync

Synchronizes AI-optimized memories with human-readable documentation to maintain project context and architectural clarity.

Application Layer Architecture Modeling

Maps and documents application services, microservices, and data objects using ArchiMate standards within the Documentation Robotics framework.

HAP Image & Emotional Validation

Validates HAP character images for emotional context, Cloudinary URL accuracy, and web performance standards in educational content.

Smart Init

Initializes the ClaudeShack ecosystem by analyzing your codebase and conversation history to establish a deep, autonomous project baseline.

Research Methodology

Guides the systematic execution of high-quality web research and the generation of structured, academic-style reports.

Global Commenting

Promotes code maintainability by prioritizing self-documenting structures and concise, evergreen comments over transient documentation.

Demeter Skill Registry

Manages and organizes domain-specific capabilities to provide standardized project guidance and automated task discovery.

Accessibility & Readability

Optimizes educational content and technical documentation for clarity, accessibility, and diverse learner skill levels.

Global Commenting

Implements minimal, evergreen code documentation strategies that prioritize explaining complex logic over obvious behavior across multiple programming languages.

Go Doc Style Guide

Standardizes and refines Go documentation comments to comply with official pkgsite rendering rules and industry best practices.

Markdown Optimization

Analyzes and refines markdown documentation to improve structure, readability, and file size through automated patterns.

Skill Creation Workflow

Implements Test-Driven Development (TDD) for process documentation to create robust, searchable, and effective Claude Code Skills.