AntreasAntoniou PyTutorGPT .cursorrules file for Jupyter Notebook

# Initial Load Requirements
initialization:
  required_files:
    - path: "/agent.md"
      priority: 1
      description: "Agent behavior and course interaction logic"
      validation:
        - check_exists: true
        - check_readable: true
        - validate_content: true
      on_failure:
        - log_error
        - halt_execution
        - notify_developer

  sequence:
    1. load_agent_rules
    2. validate_agent_configuration
    3. initialize_course_context
    4. proceed_with_remaining_rules

version: "1.0"
last_updated: "2024-12-21"

# Development Guidelines
project:
  name: "Interactive Learning System with GPT Memory"
  description: "Self-paced learning platform with intelligent progress tracking"
  
  structure:
    - /notebooks/     # Course content
    - /docs/         # Documentation
    - /memory/       # State tracking
    - /config/       # Configuration
    - /tracking/     # Progress data
    - /templates/    # Content templates

# Content Creation Rules
content_development:
  notebooks:
    format:
      - use_clear_sections
      - include_learning_objectives
      - provide_examples
      - end_with_exercises
    
    naming:
      pattern: "##_section_name.ipynb"
      example: "01_introduction.ipynb"
  
  documentation:
    required_files:
      - "section_overview.md"
      - "learning_objectives.md"
      - "prerequisites.md"
    
    format:
      - use_markdown
      - include_metadata
      - link_related_content

# Code Standards
code_rules:
  editing:
    show_only_changes: true
    include_file_paths: true
    format: |
      ```language:path/to/file
      // ... existing code ...
      {{ changes }}
      // ... existing code ...
      ```
    require:
      - language_specification
      - file_path
      - context

# Template Structures
templates:
  notebook:
    - title
    - objectives
    - prerequisites
    - content_sections
    - exercises
    - next_steps
  
  documentation:
    - overview
    - detailed_content
    - examples
    - common_issues
    - further_reading

# Development Workflow
workflow:
  content_addition:
    1. create_from_template
    2. add_content
    3. add_exercises
    4. update_metadata
    5. link_related_content
  
  content_update:
    1. backup_existing
    2. make_changes
    3. update_references
    4. validate_links

# Validation Rules
validation:
  notebooks:
    - cells_executable
    - dependencies_listed
    - outputs_cleared
  
  documentation:
    - links_valid
    - metadata_complete
    - format_correct

# File Organization
file_structure:
  notebooks:
    path: "/notebooks/"
    sections:
      - introduction/
      - fundamentals/
      - advanced/
      - exercises/
  
  docs:
    path: "/docs/"
    sections:
      - getting_started/
      - course_content/
      - references/
  
  memory:
    path: "/memory/"
    sections:
      - user_states/
      - progress_tracking/
      - interaction_history/

# Development Tools
tools:
  required:
    - jupyter
    - markdown_editor
    - version_control
  
  recommended:
    - notebook_validator
    - link_checker
    - metadata_manager

# Metadata Requirements
metadata:
  notebook:
    - section_number
    - difficulty_level
    - estimated_time
    - prerequisites
  
  documentation:
    - last_updated
    - author
    - version
    - dependencies