Learning & Documentation Claudeスキル

Attractors Systems Thinking

Analyzes and maps stable behavioral patterns within complex systems to improve intervention design and change management.

VRIO Strategic Analysis

Evaluates internal resources and capabilities through four sequential tests to determine sustainable competitive advantage.

Requisite Variety (Ashby's Law)

Implements cybernetic principles to manage system complexity by matching response options to environmental variety.

Greedy Algorithm Design Pattern

Implements locally optimal decision-making strategies to solve complex optimization problems with high efficiency.

Creational Design Patterns Guide

Implements and guides the use of Gang of Four creational patterns to optimize object instantiation and system flexibility.

Physical Networks Framework

Provides a structured mental model for analyzing and building defensible physical infrastructure and network effects.

Backtracking Algorithm Design

Implements a systematic trial-and-error search pattern to solve complex constraint satisfaction and combinatorial problems by pruning invalid solution paths.

Lindy Effect Strategy & Selection

Evaluates the longevity and robustness of technologies, ideas, and frameworks to prioritize long-term value over short-term fads.

Mere Exposure Effect Guide

Applies psychological familiarity principles to enhance product design, marketing strategy, and objective decision-making.

Asymptotic Marketplace Effects Analysis

Identifies marketplace saturation points and provides strategies to build defensible moats beyond diminishing network effects.

Source Confusion Attribution Guide

Implements rigorous documentation and attribution strategies to prevent memory-based source misattribution in research and decision-making.

Deploy Empathy Framework

Implements structured customer interview methodologies to uncover genuine user insights and validate product assumptions through strategic empathy.

Futures Literacy Labs

Facilitates UNESCO-designed learning-by-doing methodologies to uncover hidden assumptions and expand strategic imagination through structured experimentation.

Experiential Futures Methodology

Implements Stuart Candy's framework for creating tangible, immersive future scenarios through artifacts and interactive situations.

Behavioral Design Patterns

Implements and guides the application of the eleven Gang of Four behavioral patterns to optimize object communication and responsibilities.

Monopoly Dynamics Strategy

Analyzes and implements market-dominant business strategies using barriers to entry, network effects, and scale economies.

Document Template Builder

Standardizes project documentation by providing structured templates for CLAUDE.md files across root, module, and submodule levels.

Make Expandable Dropdown

Converts highlighted text into collapsible HTML components to improve content organization and readability in MDX files.

Thesis AI Integration

Streamlines the integration of AI capabilities into academic research, thesis writing, and structured document preparation.

Skill Creator

Guides the development and optimization of specialized Claude Code skills using standardized best practices.

ADR Creator

Documents significant technical decisions and architectural choices to maintain institutional memory and project alignment.

README Generator

Automates the creation and maintenance of professional project documentation by analyzing source code and directory structures.

Content Research Writer

Facilitates high-quality content creation through collaborative outlining, real-time research, citation management, and section-by-section feedback.

Session Learner

Extracts and persists session-based insights, user preferences, and project patterns to enhance Claude's future performance and documentation.

Content Evaluation Framework

Evaluates the quality of educational chapters and lessons using a weighted 6-category rubric to ensure technical accuracy and pedagogical effectiveness.

Astro & Tailwind Windows Setup Guide

Simplifies the installation and configuration of Astro and Tailwind CSS specifically for Windows development environments.

Writing Taste

Refines documentation and long-form content by enforcing structural discipline and eliminating redundant, patchy phrasing.

Learning Diagnostic Assessment

Designs comprehensive pre-assessments and diagnostic instruments to identify learner readiness and personalize educational pathways.

Open-ICT Competencies

Navigates the Hogeschool Utrecht Open-ICT competency framework to analyze student skills and professional HBO-I tasks.

VS Code for Beginners

Provides comprehensive guidance for mastering Visual Studio Code fundamentals, interface navigation, and efficient development workflows.