Learning & Documentation Claude 스킬

Advanced Code Explainer

Provides systematic, deep-dive explanations of source code functionality, architecture, and logic across multiple programming languages.

Codebase Researcher

Conducts comprehensive, multi-threaded codebase investigations to produce structured documentation and architectural insights.

Protocol Writer (Systematic Review)

Generates executable, PRISMA-compliant systematic review protocols with operationalized search queries and screening criteria.

Citation Diversifier

Increases citation density and diversity in research drafts by generating structured reference allocation plans without adding new facts.

Research Novelty Matrix

Generates a structured matrix comparing research contributions against prior work to identify specific overlaps and novel deltas.

Research Draft Polisher

Refines technical research drafts by removing boilerplate, harmonizing prose, and ensuring evidence-backed citation integrity.

Writer Self-loop

Automates the iterative refinement of research paper sections by identifying and fixing specific quality failures without rewriting the entire document.

Evidence-First Table Filler

Populates structured tables with citation-backed facts directly from evidence packs to eliminate placeholders and prose.

Exercise Builder

Enhances tutorial modules with verifiable exercises and clear acceptance criteria to create effective teaching loops.

Agent Survey Corpus Builder

Automates the collection and textual analysis of arXiv LLM agent surveys to establish high-quality writing and structural benchmarks.

Skill Writer for Claude Code

Guides developers through creating, documenting, and validating custom Agent Skills for the Claude Code CLI.

Claude Skill Authoring Tool

Simplifies the creation of custom Claude Code Skills by providing structured templates, validation rules, and best practices for skill development.

Skill Developer Guide

Streamlines the creation and management of custom Claude Code skills by enforcing Anthropic's best practices and automated activation patterns.

PyTorch Docstring Formatter

Generates and updates PyTorch-compliant docstrings using Sphinx formatting and official framework conventions.

Cookbook Audit Pro

Audits and scores Jupyter Notebook tutorials against official Anthropic Cookbook standards and educational best practices.

Cookbook Auditor

Audits technical Jupyter Notebooks against professional style guides to ensure high-quality, secure, and actionable educational content.

Skill Writer for Claude Code

Simplifies the creation of custom Claude Code Agent Skills by providing structured guidance on SKILL.md files, frontmatter validation, and best practices.

Grad Paragraph

Generates high-quality, evidence-backed survey paragraphs using a structured four-part argumentative framework.

Citation Verifier

Automates the generation and verification of BibTeX citations from paper notes to ensure research traceability and stable LaTeX builds.

Tutorial Module Planner

Transforms conceptual dependency graphs into structured, teachable tutorial sequences with measurable objectives and concrete learner outputs.

Research Evidence Drafter

Generates structured, citation-backed evidence packs for research subsections to eliminate hollow writing and prevent prose hallucinations.

Academic Prose Writer

Transforms research evidence packs and approved outlines into structured, high-quality academic survey drafts with verified citations.

Claude.md Context Improver

Audits and optimizes CLAUDE.md files to provide Claude Code with precise project context and actionable workflows.

Project Multi-level Index

Maintains a fractal self-referential documentation system that automatically synchronizes code indexes, file headers, and dependency graphs.

React 19 Development Patterns

Provides expert-level implementation patterns and best practices for modern React 19 development and concurrent rendering.

YouTube Digest

Analyzes YouTube videos to generate comprehensive summaries, insights, and interactive learning quizzes.

Documentation Sync Specialist

Maintains perfect alignment between technical documentation and codebase changes by identifying discrepancies and verifying API signatures.

Compound Docs: Structured Knowledge Capture

Captures and organizes verified problem resolutions into a searchable, YAML-enriched technical knowledge base.

Technical Research & Implementation Patterns

Performs evidence-based technical research by analyzing real-world GitHub implementations and documentation to provide actionable engineering patterns.

Documentation Review Specialist

Reviews technical documentation for factual accuracy, link integrity, and formatting consistency.