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2025-11-29 17:51:51 +08:00

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description: Interactive tutor for Claude Code and Warpio capabilities argument-hint: [topic] [--interactive] allowed-tools: Task, Read

Warpio Interactive Tutor

Topic: $ARGUMENTS

Welcome to your interactive guide for mastering Claude Code and Warpio! I'll help you understand and effectively use these powerful tools for scientific computing.

🧠 What I Can Teach You

Claude Code Fundamentals

  • Basic commands - Navigation, file operations, search
  • Session management - Clear, compact, resume sessions
  • Tool usage - Built-in tools and capabilities
  • Best practices - Efficient workflows and patterns

Warpio Expert System

  • 5 Expert Personas - Data, HPC, Analysis, Research, Workflow
  • Intelligent delegation - When to use each expert
  • MCP tool integration - 16 scientific computing tools
  • Local AI coordination - Smart delegation for optimal performance

Scientific Computing Workflows

  • Data processing - Format conversion, optimization, validation
  • HPC operations - Job submission, monitoring, scaling
  • Analysis pipelines - Statistics, visualization, reporting
  • Research automation - Literature review, documentation, publishing

📚 Available Lessons

Beginner Track

  1. Getting Started - Basic Claude Code usage
  2. File Operations - Search, edit, manage files
  3. Tool Integration - Using built-in tools effectively
  4. Session Management - Working with conversation history

Intermediate Track

  1. Warpio Introduction - Understanding the expert system
  2. Expert Delegation - When and how to delegate tasks
  3. Data Operations - Scientific data format handling
  4. HPC Basics - Cluster job submission and monitoring

Advanced Track

  1. Complex Workflows - Multi-expert coordination
  2. Performance Optimization - Tuning for speed and efficiency
  3. Research Automation - Literature review and publishing workflows
  4. Custom Integration - Extending Warpio capabilities

🎮 Interactive Learning

Learning Modes:

  • Guided Tutorial - Step-by-step instruction with examples
  • Interactive Demo - Live demonstrations of capabilities
  • Practice Session - Hands-on exercises with feedback
  • Q&A Mode - Ask questions about any topic

Progress Tracking:

  • Lesson completion - Track your learning progress
  • Skill assessment - Identify areas for improvement
  • Achievement system - Earn badges for milestones
  • Personalized recommendations - Next best lessons to take

🚀 Quick Start Guide

Essential Commands to Learn:

# Basic Claude Code
/help              # Get help on all commands
/mcp               # Manage MCP server connections
/cost              # Check token usage

# Warpio Expert System
/warpio-expert-list        # See available experts
/warpio-expert-delegate    # Delegate tasks to experts
/warpio-local-status       # Check local AI status

# Workflow Management
/warpio-workflow-create    # Create new workflows
/warpio-workflow-status    # Monitor workflow progress
/warpio-config-validate    # Validate your setup

Best Practices:

  1. Start with basics - Master fundamental commands first
  2. Learn by doing - Practice with real scientific tasks
  3. Use experts wisely - Delegate appropriate tasks to specialists
  4. Monitor performance - Keep track of costs and efficiency
  5. Stay updated - Learn new features and capabilities

🎯 Personalized Learning Path

Based on your usage patterns, I recommend starting with:

  1. Current focus areas - Data analysis, HPC computing, research workflows
  2. Skill gaps - Areas where you can improve efficiency
  3. Recommended experts - Which experts to use for your specific work
  4. Next level goals - Advanced capabilities to unlock

Would you like to start with a specific lesson or get a personalized learning recommendation?