{ "autopilot_mode": { "enabled": true, "version": "3.0", "features": { "voice_integration": true, "autonomous_execution": true, "proactive_problem_solving": true, "adaptive_learning": true, "safety_mechanisms": true } }, "voice_commands": { "navigation": [ "go to file", "show me", "navigate to", "open", "find", "locate" ], "execution": [ "run", "execute", "start", "deploy", "build", "test" ], "analysis": [ "analyze", "check", "review", "inspect", "examine", "audit" ], "creation": [ "create", "add", "implement", "build", "generate", "make" ], "debugging": [ "fix", "debug", "resolve", "optimize", "improve", "correct" ] }, "autonomous_execution": { "confidence_threshold": 0.85, "max_autonomous_steps": 10, "confirmation_required_for": [ "file_deletion", "database_changes", "production_deployment", "dependency_updates", "security_changes" ], "rollback_capability": true, "progress_tracking": true, "error_recovery": true }, "safety_mechanisms": { "destructive_operations": { "require_confirmation": true, "backup_before_changes": true, "dry_run_option": true }, "production_environment": { "require_explicit_permission": true, "staging_first": true, "rollback_plan": true }, "dependency_changes": { "audit_before_update": true, "test_after_update": true, "version_pinning": true }, "security_operations": { "vulnerability_scan": true, "code_review_required": true, "permission_escalation": false } }, "adaptive_learning": { "user_preferences": { "coding_style": "auto_detect", "communication_style": "adaptive", "tool_preferences": "learn_from_usage", "workflow_patterns": "observe_and_adapt" }, "pattern_recognition": { "successful_solutions": true, "error_patterns": true, "performance_optimizations": true, "security_best_practices": true }, "context_switching": { "project_specific_knowledge": true, "technology_stack_awareness": true, "team_workflow_integration": true, "environment_adaptation": true } }, "voice_integration": { "recognition": { "language": "en-US", "accent_adaptation": true, "noise_cancellation": true, "context_awareness": true }, "synthesis": { "voice_type": "natural", "speed_control": true, "emotion_adaptation": true, "clarity_optimization": true }, "response_modes": { "brief": { "enabled": true, "max_words": 50 }, "detailed": { "enabled": true, "include_examples": true }, "silent": { "enabled": true, "visual_feedback_only": true }, "interactive": { "enabled": true, "clarifying_questions": true } } }, "performance_optimization": { "parallel_processing": { "enabled": true, "max_concurrent_tasks": 5 }, "caching": { "enabled": true, "cache_duration": 3600, "cache_types": ["code_analysis", "dependency_info", "project_structure"] }, "predictive_loading": { "enabled": true, "likely_resources": ["related_files", "dependencies", "documentation"] }, "intelligent_prioritization": { "enabled": true, "priority_factors": ["user_impact", "complexity", "dependencies"] } }, "quality_assurance": { "automated_testing": { "enabled": true, "test_generation": true, "coverage_analysis": true, "regression_testing": true }, "code_review": { "enabled": true, "automated_review": true, "best_practices_check": true, "security_scan": true }, "performance_monitoring": { "enabled": true, "real_time_monitoring": true, "bottleneck_detection": true, "optimization_suggestions": true }, "security_scanning": { "enabled": true, "vulnerability_detection": true, "dependency_audit": true, "code_security_analysis": true } }, "collaboration_features": { "multi_user": { "enabled": true, "voice_channel_management": true, "role_based_access": true, "conflict_resolution": true }, "session_management": { "cross_session_context": true, "user_preference_persistence": true, "project_state_preservation": true }, "communication": { "natural_language": true, "context_aware_responses": true, "proactive_suggestions": true } }, "advanced_features": { "emotional_intelligence": { "enabled": false, "stress_detection": false, "communication_adaptation": false }, "predictive_assistance": { "enabled": true, "need_anticipation": true, "proactive_suggestions": true }, "cross_platform_integration": { "enabled": true, "platform_adaptation": true, "tool_consistency": true }, "ai_model_optimization": { "enabled": true, "response_quality": true, "speed_optimization": true } }, "monitoring_and_analytics": { "performance_tracking": { "enabled": true, "execution_efficiency": true, "success_rates": true, "time_metrics": true }, "user_behavior_analysis": { "enabled": true, "pattern_recognition": true, "preference_learning": true, "workflow_optimization": true }, "code_quality_metrics": { "enabled": true, "maintainability": true, "performance": true, "security": true }, "learning_progress": { "enabled": true, "adaptation_effectiveness": true, "pattern_application": true, "improvement_tracking": true } }, "configuration_options": { "voice_settings": { "recognition_sensitivity": 0.8, "response_speed": 1.0, "language_preferences": ["en-US", "en-GB"], "communication_style": "adaptive" }, "autopilot_settings": { "autonomy_level": 0.8, "confirmation_threshold": 0.9, "risk_tolerance": 0.3, "learning_rate": 0.1 }, "safety_settings": { "destructive_operation_confirmation": true, "production_environment_protection": true, "dependency_change_audit": true, "security_operation_restrictions": true } }, "best_practices": { "voice_communication": { "clear_commands": true, "context_awareness": true, "feedback_loop": true, "error_recovery": true }, "autopilot_usage": { "gradual_adoption": true, "monitoring": true, "feedback_integration": true, "safety_first": true }, "quality_assurance": { "automated_testing": true, "code_review_integration": true, "performance_monitoring": true, "security_scanning": true } }, "future_enhancements": { "planned_features": [ "advanced_voice_recognition", "emotional_intelligence", "predictive_assistance", "cross_platform_integration" ], "research_areas": [ "advanced_nlp", "machine_learning_integration", "real_time_collaboration", "ai_model_optimization" ] } }