Learning & Documentation Claude 技能

Professor Frink Codebase Onboarding

Guides developers through an interactive, step-by-step onboarding process to understand new codebases and contribution workflows quickly.

Engineering README Style

Enforces a concise, fluff-free writing style for professional engineering documentation and README files.

Agent Skill Creator

Standardizes the creation and documentation of AI agent skills following the open agent-skills specification.

OpenSpec Onboarding Assistant

Guides developers through a complete OpenSpec workflow cycle by performing real codebase improvements while teaching best practices.

Japanese Dictionary Content Standards

Standardizes the creation and revision of Japanese-English example sentences based on vocabulary tiers and pedagogical requirements.

Agent Skill Creator

Standardizes the creation and documentation of agent skills using the open agent-skills framework.

HDR Student & Supervision Manager

Streamlines academic supervision by managing HDR student tasks, reference letter workflows, and research documentation.

OpenSpec Onboarding Guide

Guides developers through a complete OpenSpec workflow cycle to master specification-driven development within their own codebase.

Update Project Documentation

Synchronizes codebase changes with project documentation to maintain accurate context for AI-assisted development.

README & Documentation Generator

Generates comprehensive project documentation and README files based on conversation context and directory structure.

Software Paradigms (Karpathy)

Applies Andrej Karpathy’s framework for Software 1.0, 2.0, and 3.0 to guide architectural decisions in AI-native development.

Markdown Mermaid Diagrams

Generates and optimizes Mermaid.js diagrams within Markdown files for technical documentation and architecture visualization.

Mermaid Diagram Architect

Generates, edits, and validates Mermaid.js diagrams to visualize software architecture, workflows, and data models directly in your codebase.

Agent-Ready Documentation

Standardizes project documentation for AI agents to improve context window efficiency and cross-tool compatibility.

Claude Skill Creator

Streamlines the creation of high-quality Claude Code skills using standardized templates, performance optimization, and architectural best practices.

Bluebook Citation Manager

Standardizes legal citations and formatting according to the 21st Edition of The Bluebook for law reviews and legal scholarship.

Documentation Auditor

Audits and synchronizes project documentation with the actual codebase to ensure accuracy, completeness, and functional reliability.

Skill Creator

Guides the development of modular, high-performance skills to extend Claude's capabilities with specialized knowledge and workflows.

QMD Markdown Search

Search and retrieve information from local markdown knowledge bases, notes, and documentation using hybrid semantic search.

Next.js RSC Performance Patterns

Optimizes Next.js 14+ applications using React Server Components, streaming, and advanced caching strategies to improve Core Web Vitals.

Architectural Decision Records

Standardizes technical decision-making by providing structured templates and best practices for documenting architectural choices and trade-offs.

Architecture Documentation Auditor

Performs systematic completeness audits of system architecture documentation using framework-aligned checklists and gap analysis.

Dev-Centric How-To Writer

Generates task-oriented, copy-paste ready documentation and runbooks optimized for developer efficiency.

Architectural Decision Records (ADR)

Standardizes and automates the documentation of technical architecture decisions and design trade-offs.

Next.js App Router Patterns

Implements modern Next.js 14+ architectures using Server Components, streaming, and advanced routing patterns.

CLI Demo Generator

Generates professional animated terminal recordings and command-line demonstration GIFs for documentation and tutorials.

Teams Channel Post Writer

Generates educational Microsoft Teams posts to share Claude Code features, productivity tips, and best practices with internal engineering teams.

Prompt Optimizer

Transforms vague requests into precise, structured specifications using the EARS methodology and domain-specific frameworks.

Serena Code Architecture

Performs systematic architectural analysis and dependency mapping of codebases using symbol-level understanding and knowledge graph persistence.

Academic Research Paper Writer

Generates structured, professional research papers following IEEE and ACM formatting standards with precise academic language and citations.