Learning & Documentation Claude 技能

Project Documentation Architect

Synchronizes project documentation with codebase changes to maintain accurate READMEs, API specs, and technical guides.

Devil's Advocate Analysis

Performs critical stress-tests on technical decisions and documentation to identify hidden risks and architectural gaps.

Agent Context Changelog

Generates agent-optimized changelogs to help AI coding assistants understand architectural evolution and avoid deprecated patterns.

Technical Research Architect

Conducts exhaustive technical research and generates structured documentation optimized for pedagogical blog creation.

Documentation Auditor

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

Academic Paper Writer

Transforms experiment results and research reports into publication-ready LaTeX academic papers using a structured two-stage writing process.

Nabledge-5: Nablarch 5 Expert Assistant

Provides expert Nablarch 5 framework guidance and automated code analysis based on curated knowledge bases.

Research Reviewer (Rule of 5)

Conducts rigorous, multi-pass iterative reviews of research documents to ensure accuracy, clarity, and actionable insights.

Knowledge Lineage Researcher

Traces the historical evolution of architectural decisions and code patterns to prevent repeating past failures and rediscover lost solutions.

Developer Growth Analysis

Analyzes your coding sessions to identify skill gaps, provide personalized growth reports, and deliver curated learning resources via Slack.

Knowledge Lineage Tracing

Analyzes the evolution of technical decisions and historical context to prevent repeating past mistakes and rediscover proven solutions.

Hackathon Pitch Builder

Structures winning hackathon presentations and demo scripts designed for maximum judge impact.

Developer Growth Analysis

Analyzes your coding history to identify skill gaps and provides curated learning resources via Slack.

Skill Creator

Provides a standardized framework for building, testing, and packaging specialized Claude Code skills with domain expertise and tool integrations.

D2L Brightspace Automation

Automates Learning Management System tasks in D2L Brightspace using Rube MCP and Composio integrations.

Google Classroom Automation

Automates Google Classroom administrative tasks, assignment management, and student communication via the Rube MCP server.

Claude Writing Skills & TDD Documentation

Applies Test-Driven Development principles to process documentation to ensure Claude instances discover and follow proven technical patterns.

ACE-Step Documentation & Troubleshooting

Provides comprehensive documentation and technical support for the ACE-Step music generation and fine-tuning system.

TDD for AI Skill Writing

Applies Test-Driven Development principles to documentation and skills to ensure reliable AI agent compliance.

Install Script Documentation Sync

Synchronizes installation script changes with project documentation and multi-language README files to ensure configuration consistency.

Dictionary API Automation

Automates word lookups, definitions, and linguistic data retrieval using the Rube MCP and Composio integration.

Classmarker Automation

Automates Classmarker testing and assessment workflows directly within Claude using the Rube MCP framework.

Skill Wiki Health Gardener

Automates the maintenance of Claude Code skill wikis by validating links, naming conventions, and INDEX coverage.

Canvas LMS Automation

Automates Canvas LMS tasks and academic workflows using Composio's specialized toolkits via Rube MCP.

Gardening Skills Wiki

Maintains the health and integrity of documentation wikis by automating link validation, naming consistency checks, and index coverage reports.

ACE-Step Documentation & Troubleshooting

Provides comprehensive documentation, installation guides, and technical troubleshooting for the ACE-Step music generation system.

Code to PRD Generator

Transforms existing source code into comprehensive Product Requirements Documents for stakeholders and developers.

Developer Growth Analysis

Analyzes your recent coding patterns and chat history to provide personalized feedback, identify skill gaps, and curate tailored learning resources.

Codebase Onboarding

Analyzes repository signals to generate comprehensive, audience-tailored onboarding documentation and setup guides for developers.

Code to PRD

Reverse-engineers any frontend, backend, or fullstack codebase into a comprehensive, business-readable Product Requirements Document (PRD).