Learning & Documentation Claude 技能

Memory Hierarchy

Manages and organizes Claude Code's multi-level memory system to optimize AI context and project-specific instructions.

Write User Docs

Generates clear, action-oriented user documentation and in-app guidance using standardized templates and best practices.

Exa Code Context

Retrieves high-quality code snippets, implementation patterns, and technical documentation using Exa AI neural search.

Instruction Writer

Writes and optimizes clear, token-efficient instructions for all Claude Code components, including skills, commands, and documentation.

Changelog Management

Generates and updates CHANGELOG.md files by analyzing git commit history based on conventional commit standards.

Docs Seeker

Searches and analyzes technical documentation using the llms.txt standard, GitHub repository processing, and parallel agent exploration to provide up-to-date framework insights.

Codex Document Fetcher

Retrieves documents from the Fractary codex knowledge base using a high-performance, cache-first retrieval strategy.

JUCE Best Practices

Implements professional JUCE development standards for realtime safety, audio threading, and modern C++ architecture.

DAW Compatibility Guide

Troubleshoots and resolves host-specific bugs for JUCE plugins across major DAWs and formats like AU, VST3, and AAX.

Software Research Patterns

Provides a structured framework for investigating architectural patterns and codebase best practices before implementation.

Docs Seeker

Discovers and analyzes technical documentation using AI-optimized standards, repository analysis, and parallel agent exploration.

Literature Gap Identification

Systematically identifies and prioritizes research gaps from literature reviews to justify new studies and direct future research.

Learning Taxonomy

Routes and categorizes session-specific insights to the correct Claude Code memory locations to enhance long-term AI project context.

Pre-Registration

Generates detailed research pre-registration documents to ensure study transparency and prevent questionable practices like HARKing.

Documentation Lookup

Retrieves comprehensive API documentation and code examples for libraries and frameworks directly within the Claude Code environment.

HyperFleet Architecture

Accesses and interprets the official HyperFleet architecture documentation to provide authoritative guidance on design patterns, versioning, and system principles.

Architecture Decision Recorder

Systematically documents and manages software architecture decisions, trade-offs, and technical rationale using the ADR pattern.

Knowledge Capture for Notion

Transforms unstructured conversations and transcripts into organized, professional documentation within Notion.

ADR Assistant

Manages the lifecycle of Architecture Decision Records to document technical choices and evaluate alternatives efficiently.

Scribe Documentation Specialist

Generates professional-grade technical documentation, including project READMEs, API references, and deployment guides.

Publication Preparation

Streamlines the creation of submission-ready research manuscripts by automating formatting, reporting guideline compliance, and journal selection.

Skill Authoring

Guides the creation of effective Claude Code skills using Test-Driven Development (TDD) and research-backed persuasion techniques.

HTTP Documentation Fetcher

Fetches and processes external documentation from web URLs with built-in safety checks and metadata extraction.

ADR Graph-Easy Architect

Generates professional ASCII architecture diagrams for Architecture Decision Records using the graph-easy DSL.

LaTeX Build Automation

Automates LaTeX document compilation using latexmk with live preview, dependency tracking, and automated troubleshooting.

Modern LaTeX Tables

Creates professional, high-quality LaTeX tables using the modern tabularray package for precise layout control and clean syntax.

Squared Package Architecture

Guides development within the @lsst-sqre/squared component library, detailing its unique no-build-step architecture, CSS Modules styling, and testing infrastructure.

ID Unification Documentation Expert

Generates comprehensive, data-driven documentation for complex identity resolution workflows and ID unification layers.

ADR Code Traceability

Bridges the gap between architectural decisions and source code by embedding traceable ADR references into your implementation.

Documentation Strategy & Automation

Automates the creation and maintenance of project documentation to ensure synchronization between code changes and guides.