Learning & Documentation Claudeスキル

Bandwagon Effect Identification

Identifies and mitigates cognitive biases where decisions are driven by social popularity rather than objective evidence.

Network Effects Strategy

Analyzes and implements network effect frameworks to build defensible platforms and high-growth marketplaces.

Protocol Networks Strategy

Guides the design, implementation, and scaling of interoperable standards to leverage self-reinforcing protocol network effects.

Visual Retention & Picture Superiority

Optimizes information retention by strategically replacing complex text with high-impact visual representations based on cognitive psychology.

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.

Thesis AI Integration

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

Content Research Writer

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

Academic Research Writer

Generates high-quality academic research papers and literature reviews using verified peer-reviewed sources and IEEE citation standards.

Automated README Generator

Generates comprehensive Markdown documentation by analyzing conversation context and project directory structures.

Absurdity Heuristic Mental Model

Evaluates extraordinary claims and identifies cognitive biases where unusual events are incorrectly dismissed as impossible.

Skill Authoring & TDD Documentation

Standardizes the creation of Claude Code skills using Test-Driven Development principles to ensure agent compliance and efficiency.

Code Flow Visualizer & Reporter

Analyzes web application source code to generate interactive, flow-based visual reports of runtime logic from routes to databases.

Harness Engineering

Bootstraps agent-first knowledge bases and structured documentation scaffolding for repositories using Claude Code.

Claude Skill Template

Standardizes the creation of Claude Code plugin skills through reusable templates and best practice guidelines.

Skill Creator

Guides the development of modular Claude Code skills through best practices in specialized knowledge integration and workflow automation.