Learning & Documentation Claude 技能

Data Engineering Career Growth

Accelerates data engineering career advancement through portfolio building, technical interview preparation, and strategic job search techniques.

ADR Generator

Streamlines the creation of standardized Architecture Decision Records (ADRs) to document significant design choices and rationales.

SG200X Multimedia Development

Streamlines multimedia application development for CV181X/CV182X/CV180X (SG200X) platforms using authoritative CVI MPI API references.

Claude Skill Authoring Guide

Provides a standardized framework for creating persuasive, high-performance instructions and SKILL.md files for Claude Code.

Web Page Citation & Archival

Generates professional bibliography citations from web URLs with automatic metadata extraction and Internet Archive snapshots.

Skill Template

Provides a standardized framework and boilerplate for creating domain-specific Claude Code skills within the Treasure Data ecosystem.

Bibliography Merger

Merges and deduplicates multiple bibliography files while maintaining consistent citation formats and metadata.

Bibliography Creator

Generates and manages structured bibliography entries for academic papers, technical documentation, and research projects.

Dewey Knowledge Base Health

Ensures the quality, accuracy, and structural integrity of knowledge bases through multi-tier validation and automated reporting.

MSP Plugin Development Template

Standardizes the creation of domain-specific Claude Code skills by providing a comprehensive blueprint for MSP tool integrations.

MSP Terminology & Industry Concepts

Decodes specialized Managed Service Provider (MSP) vocabulary, acronyms, and operational workflows to ensure accurate AI assistance for IT service businesses.

OpenSpec Proposal Creator

Generates structured software change proposals and technical specifications using spec-driven development methodologies.

Report Findings

Synthesizes multi-source research into structured reports with evidence-based attribution and confidence scoring.

Research & Technology Evaluation

Conducts systematic investigations and technology comparisons to provide evidence-based recommendations and best practices.

Documentation Auditor

Audits project documentation against the current codebase to ensure accuracy, valid links, and comprehensive docstring coverage.

AI Agent Documentation Setup

Standardizes project documentation patterns for AI agents like Claude and Codex to improve context efficiency and task execution.

Architect Role

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

Scribe Documentation Specialist

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

Outfitter Documentation Standards

Standardizes project documentation through structured templates for READMEs, API references, and architectural guides.

NotebookLM Research Assistant

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

Semantic Search & Document Parsing

Parses complex documents and performs high-speed semantic keyword searches across large collections using Rust-powered CLI tools.

Doc Co-Authoring Workflow

Guides users through a structured, three-stage process for collaborative document creation and verification.

Researcher

Generates visually distinctive research documents, technical one-pagers, and high-quality PDFs with curated aesthetic presets.

Ruby OOP Patterns

Implements enterprise-grade Ruby and Rails design patterns to ensure scalable, maintainable, and object-oriented code architecture.

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.

Ruby OOP Patterns

Implements sophisticated Ruby object-oriented design patterns and enterprise-ready Rails architectures for scalable application development.

Technical Writing

Applies clear and concise technical writing standards, including ventilated prose, to standalone documentation files.

OpenSpec Onboarding Guide

Guides users through a complete OpenSpec development cycle from initial task discovery to implementation and archiving.

Learning Taxonomy

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

Learning Content Creator

Transforms multi-model research materials into structured, bilingual learning paths and educational modules.