Learning & Documentation Claude 技能

Data Structures Mastery

Guides the selection and implementation of optimal data structures for high-performance software development.

AGENTS.md Organization Patterns

Optimizes AI context window efficiency by organizing large AGENTS.md files into modular, nested structures.

Scientific Writing Support

Drafts, structures, and refines scientific manuscripts using IMRAD standards and field-specific reporting guidelines.

Docs Seeker

Automates the discovery and analysis of technical documentation using the llms.txt standard to provide context-aware developer resources.

Common Development Errors

Provides instant troubleshooting guidance and solutions for common programming errors in Flask, Sinatra, and general development.

Claude Code Documentation Researcher

Retrieves and analyzes authoritative Claude Code documentation to provide up-to-date implementation guidance and best practices.

MoAI Docs Validation & QA

Validates documentation accuracy, SPEC compliance, and quality standards using AI-powered analysis and Context7 MCP.

Documentation Lifecycle Manager

Orchestrates the complete documentation lifecycle through automated change detection, quality assessment, and synchronization workflows.

Doc-Writer Expertise

Standardizes and accelerates technical documentation creation through expert templates and multi-platform formatting guidance.

Claude Memory Manager

Optimizes AI persistence and context by providing expert guidance for creating and maintaining hierarchical CLAUDE.md memory files.

Confluence Documentation Generator

Formats technical documentation and guides into Atlassian Confluence wiki markup with specialized macros and structural patterns.

Professional Diagramming

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

Claude Code Output Styles Optimizer

Optimizes Claude Code interactions by providing architectural guidance on when to use output styles versus agents, hooks, or project context.

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.

Memory Sync

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

Java Documentation Testing (sai doc)

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

Application Layer Architecture Modeling

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

Skill Creation Workflow

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

Documentation Writing Assistant

Generates structured, discoverable software documentation following the Diataxis framework and the Eight Rules of technical writing.

Plugin Element Standards

Standardizes naming conventions and documentation structures for Claude Code plugin elements to ensure consistency and quality.

Professional Documentation Writer

Generates clear, discoverable software documentation using the Diataxis framework and the Eight Rules principles.

Claude Code CLI Reference

Provides a comprehensive guide to Claude Code's command-line interface, including flags, syntax, and automation patterns.

AI-Native Robotics Constitution Reader

Ensures project compliance by summarizing pedagogical standards and technical constraints for the AI-Native Robotics Textbook.

Claude Code Output Styles Migration

Provides guidance and migration paths for transitioning from deprecated Claude Code output styles to modern plugin-based customizations.

Claude Code Quickstart Guide

Provides a comprehensive guide for installing, authenticating, and mastering the core workflows of the Claude Code CLI.

Claude Code Feature Guide

Guides developers in choosing the optimal Claude Code feature—Commands, Skills, Agents, Hooks, or Rules—for their specific task or workflow.

SpecWeave Translator

Provides zero-cost, context-aware translation for SpecWeave documentation, CLI messages, and living documents using LLM-native sessions.

ESC Guidelines Query System

Queries official European Society of Cardiology (ESC) guidelines to provide cited clinical recommendations and threshold data.

Technical Documentation Architect

Generates professional technical documentation following the Diátaxis framework with specialized optimizations for Claude Code project files.