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Commands Reference

📍 Location: ai/docs/ | 🏠 Home: ai/README.md | 📚 Main: README.md

Essential commands for working with the case-note-simulator AI system.

🎭 Persona Management

Switch between AI assistant personas with different expertise areas:

# Load the system
source('ai/scripts/ai-context-management.R')

# Switch personas
activate_project_manager()   # Strategic oversight + full project context
activate_developer()         # Technical focus, minimal context  
activate_casenote_analyst()  # Domain expertise + specialized context
activate_data_engineer()     # Data pipeline specialist, minimal context
activate_research_scientist() # Statistical analysis specialist, minimal context
activate_prompt_engineer()   # RICECO framework specialist + specialized context
activate_reporter()          # Analytical storytelling, on-demand context
activate_default()           # General assistance, minimal context

# Check current status
show_context_status()

📄 Context Management

Manage additional context files for the AI assistant:

# Add specific files to context
add_context_file('./ai/project/mission.md')
add_context_file('./analysis/eda-1/README.md')

# Remove files from context  
remove_context_file('./ai/project/mission.md')

# List available .md files
list_available_md_files()
list_available_md_files('pattern')  # Filter by pattern

🧠 Memory & Status

Track project memory and status:

# Memory functions
memory_status()          # Quick memory system status
ai_memory_check()        # Comprehensive memory analysis with intent detection
context_refresh()        # Complete status scan with options

# Project status
show_context_status()    # Current persona and context status

📝 Change Logging

Track file modifications in the project:

# Log file changes
log_change('analysis/eda-1/eda-1.qmd', 'Added new visualizations')
log_file_change('scripts/common-functions.R', 'Updated data loading functions')

🚀 Quick Start

New to the project?

  1. source('ai/scripts/ai-context-management.R')
  2. show_context_status() - See current configuration
  3. activate_project_manager() - Load full project context
  4. Start working with complete project understanding

Daily workflow:

  1. show_context_status() - Check current setup
  2. Switch persona if needed with activate_*()
  3. Add relevant context with add_context_file()
  4. Log changes with log_change()

💡 Tips

  • Project Manager persona includes full project context (mission, method, glossary)
  • Developer persona is minimal context for focused technical work
  • Case Note Analyst includes domain-specific knowledge for case note work
  • Use show_context_status() to see what's currently loaded
  • Context files are automatically managed - no manual cleanup needed
  • All personas have access to the same core commands

Updated: October 2025 | Current system functions only