Learning & Documentation Claude 技能

Changelog Management

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

Project Memory Manager

Maintains a persistent record of architectural decisions, project patterns, and key learnings within specialized memory files.

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.

Absurdist README Writer

Generates technically accurate yet hilariously nonsensical project documentation inspired by 90s-era absurdist comedy and local cable access aesthetics.

NotebookLM Research Assistant

Queries Google NotebookLM notebooks via browser automation to provide source-grounded, citation-backed answers with zero hallucinations.

OpenSpec Archiving

Archives completed feature changes and merges specification deltas into living documentation for spec-driven development.

Citation Format

Standardizes academic citations and bibliographies across multiple professional styles like APA, IEEE, and Chicago for research manuscripts.

Literature Gap Identification

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

Code Comment & Docstring Generator

Automatically generates standardized docstrings and meaningful inline comments across multiple programming languages.

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.

OpenSpec Context Loader

Discovers and analyzes project specifications, active changes, and system requirements to provide deep architectural context to AI assistants.

Scribe Documentation Specialist

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

GitHub Code Examples

Finds and retrieves real-world code implementations from millions of public GitHub repositories using grep.app.

Field Agent Documentation Standards

Provides comprehensive templates and structural guidelines for documenting AI Field Agents and their technical specifications.

Architect Role

Designs system architectures, analyzes codebases, and generates comprehensive technical planning documentation to guide engineering decisions.

Skill Authoring

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

ID Unification Documentation Expert

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

Global Documentation

Enforces established coding standards for creating and maintaining global documentation within files.

APS Hist-Union Documentation Expert

Generates comprehensive, production-ready documentation for data workflows that combine historical and incremental table strategies.

APS Ingestion Documentation Expert

Automatically generates detailed technical documentation for data ingestion layers by analyzing workflow configurations and connector patterns.

APS Golden Documentation Expert

Generates comprehensive, production-ready documentation for golden layer data tables by analyzing SQL logic and workflow orchestration.

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.

CDP Master Segment Documentation Expert

Automates the creation of comprehensive, production-grade documentation for Treasure Data CDP Master Segment configurations through live schema analysis.

APS Documentation Core

Automates the generation of standardized technical documentation for Treasure Data pipeline layers using codebase-driven insights.

Writing Claude Skills

Provides expert guidance for creating effective, discoverable, and efficient Claude skills based on Anthropic best practices.

Modern Go Patterns & Idioms

Implements modern Go 1.18+ design patterns, generics, and idiomatic coding practices to ensure high-quality, maintainable code.

Hugo Content Checker

Audits Hugo-based documentation for broken internal links, frontmatter completeness, and structural consistency to ensure high-quality static site content.

Documentation Style

Enforces consistent documentation standards and style guidelines across project READMEs, architecture documents, and technical guides.