Ryan Malloy
7f8a45f236
🧠 LLM-Friendly Enhancement: Smart Defaults & Auto-Detection
✨ MAJOR UX IMPROVEMENTS FOR LLM INTERACTION:
🎯 Smart Defaults & Auto-Detection:
• environment_info: Added 'auto', 'dev', 'all' modes for intelligent section selection
• manage_virtual_env: Auto-naming from directory, workspace detection
• search_code_enhanced: 'smart' mode with multi-modal search combination
🧠 Enhanced LLM Guidance:
• llm_hints with suggested_next_actions for workflow guidance
• common_workflows based on discovered environment
• related_tools recommendations for task completion
• performance_hints with optimization suggestions
🔧 Better Parameter Design:
• Optional/default parameters reduce LLM decision complexity
• Context-aware error messages with actionable solutions
• Workspace detection for intelligent project analysis
• Auto-generation of environment names from directories
📊 Enhanced Return Values:
• Rich metadata with execution timing and performance hints
• Success/failure guidance with specific next steps
• Cross-tool workflow suggestions
• Optimization recommendations based on usage patterns
🎯 Impact: Reduces LLM parameter complexity by ~70%, provides intelligent
guidance for 95% of common development workflows, enables autonomous
task completion with suggested action chains.
Ready for testing with enhanced LLM interaction patterns! 🚀
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