Learning & Documentation Claude 技能

Claude Skill Authoring

Standardizes and optimizes the creation of Claude Code skills by enforcing official structural and metadata best practices.

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.

SSW Logistics Knowledge Base

Navigates and explains SSW ERP system documentation, operational procedures, and transport tax flows for CarVia Logistica.

Memrise Course Manager

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

R Documentation Patterns

Standardizes R project documentation using professional patterns for roxygen2, READMEs, and package vignettes.

API Documentation Discovery

Guides the discovery of accurate, current API documentation to resolve version mismatch errors and prevent syntax guessing.

R Package Documentation (roxygen2 & pkgdown)

Streamlines R package documentation and website generation using roxygen2 syntax and pkgdown configurations.

TDD Writer & Technical Architect

Generates comprehensive technical design documents to bridge the gap between product requirements and code implementation.

Organon File Creation

Automates the generation of structured Organon documentation files with validated frontmatter and inheritance rules.

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.

Senior Error Handling Mentor

Evaluates code for robust error handling and mentors developers on implementing senior-level resilience patterns.

EAD Finding Aid Editor - Kaufman Papers

Refines EAD2002 archival finding aids for the Terrence Kaufman Papers collection using institutional standards and indigenous language documentation practices.

Generate Diagram

Transforms methodology text files into publication-quality diagrams and flowcharts using PaperBanana.

Marketplace Plugin Integration

Automates the documentation and integration of installed marketplace plugins into your Claude Code environment.

Technical Research & Planning

Conducts deep technical investigations and generates comprehensive reports to plan scalable, secure, and maintainable software solutions.

Search Core Logic

Optimizes web searching and source reliability filtering by delegating to Gemini and categorizing results into authority tiers.

Claude Skill Authoring

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

Socratic Lesson Summarizer

Generates concise, scannable educational lesson summaries using a structured Socratic extraction process.

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.