Learning & Documentation Agent Skills

R Documentation Patterns

Standardizes R package and project documentation using professional roxygen2 templates, README structures, and vignette patterns.

Documentation Exporter

Generates self-contained, high-quality documentation packages designed for AI consumption and external system integration.

Codebase Standards Architect

Analyzes your project structure and patterns to generate or update a comprehensive STANDARDS.md reference for your codebase.

Memrise Course Manager

Automates Memrise community course management, including word uploads, level configuration, and content auditing via the command line.

Scientific Writing & Manuscript Preparation

Generates publication-ready scientific manuscripts using IMRAD structure and verified citations while strictly adhering to academic reporting guidelines.

Scientific Peer Review Toolkit

Conducts systematic critical evaluations of scientific manuscripts and grant proposals using rigorous methodology and reporting standards.

Research Grant Writer

Drafts competitive, agency-specific research proposals with technical rigor, innovation narratives, and mandatory scientific schematics.

Claude Skill Authoring

Standardizes the creation and verification of AI-driven skills using a Test-Driven Development approach for documentation.

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.