docs: update README and TODO with Autonomous Mode

- Add Autonomous Mode section in README with usage examples
- Add new Phase 9: Autonomous Mode to TODO (completed)
- Update project statistics (8,300 LOC, 35+ classes)
- Version bump to 0.2.0
- Document both entry points (main.py and autonomous_mode.py)

Users can now choose between:
- Interactive mode: Standard gameplay with decision engine
- Autonomous mode: LLM-orchestrated exploration and learning

README.md

@@ -129,6 +129,35 @@ monitoring:
   port: 8080
 ```
 
+## 🎮 Autonomous Mode
+
+**Modalità completamente autonoma** dove il bot esplora, impara e cresce da solo guidato dall'LLM:
+
+```bash
+# Avvia esplorazione autonoma per 60 minuti
+python -m src.autonomous_mode --duration 60
+
+# Con config personalizzata
+python -m src.autonomous_mode --config my_config.yaml --duration 120
+```
+
+**Caratteristiche:**
+- 🤖 **LLM-First**: L'LLM prende tutte le decisioni strategiche
+- 🗺️ **Auto-Mapping**: Esplora e mappa automaticamente il mondo
+- 🧠 **Learning**: Memorizza stanze pericolose, NPC utili, pattern
+- 📊 **Session Logging**: Salva tutto in `data/autonomous_sessions/`
+- 🎯 **Goal Dinamici**: Obiettivi di esplorazione e crescita
+- 🛡️ **Safety First**: Override automatico se HP critici
+
+**Esempio di output:**
+```
+🚀 Avviata sessione autonoma: session_20240209_143022
+🧠 Decisione LLM: [explore] north
+   Ragionamento: Uscita non esplorata, pericolo basso
+🔍 Scoperta: [room] Village Square: You are standing in...
+📄 Log completo: data/autonomous_sessions/session_20240209_143022.json
+```
+
 ## Configurable Embedding Models
 
 Choose the best embedding model for semantic room search:

TODO.md

@@ -68,7 +68,17 @@ This document outlines the implementation status of the MUD AI Player.
 - [x] **Statistics**: Room count, exit count, session info
 - [x] **Vitals Display**: HP/MP/SP bars and values
 
-## 🔄 Phase 9: Testing & Quality Assurance
+## ✅ Phase 9: Autonomous Mode (NEW!)
+
+- [x] **LLM Orchestrator**: LLM-first decision making system
+- [x] **Autonomous Mode**: Standalone autonomous exploration entry point
+- [x] **Session Logging**: Structured JSON logs for each session
+- [x] **Learning Engine**: Memory for dangerous rooms, valuable NPCs, patterns
+- [x] **Game Context**: Complete game state awareness for LLM
+- [x] **Dynamic Goals**: Automatic exploration and growth objectives
+- [x] **Safety Overrides**: Automatic retreat on low HP/high danger
+
+## 🔄 Phase 10: Testing & Quality Assurance
 
 - [x] **Unit Tests**: 17 test files covering all major components
 - [x] **Test Coverage**: ~2,500 lines of test code
@@ -77,7 +87,7 @@ This document outlines the implementation status of the MUD AI Player.
 - [ ] **End-to-End Tests**: Integration tests with mock MUD server (planned)
 - [ ] **Performance Tests**: Benchmark for large maps (planned)
 
-## 🔄 Phase 10: Documentation
+## 🔄 Phase 11: Documentation
 
 - [x] **README.md**: Comprehensive project overview
 - [x] **Architecture.md**: System design documentation
@@ -108,18 +118,24 @@ This document outlines the implementation status of the MUD AI Player.
 
 ## 📊 Implementation Statistics
 
-- **Total Lines of Code**: ~7,500
+- **Total Lines of Code**: ~8,300 (+780 nuove per Autonomous Mode)
 - **Test Coverage**: ~2,500 lines (17 test files)
-- **Documentation**: ~3,000 lines
-- **Modules**: 8 major modules
-- **Components**: 30+ classes
+- **Documentation**: ~3,200 lines
+- **Modules**: 9 major modules (incl. Autonomous)
+- **Components**: 35+ classes
+- **Entry Points**: 2 (main.py + autonomous_mode.py)
 - **Test Pass Rate**: 100%
 
 ## 🎯 Current Status
 
-**Version**: 0.1.0  
-**Status**: Feature Complete ✅  
+**Version**: 0.2.0  
+**Status**: Autonomous Mode Available ✅  
 **Ready for Testing**: Yes  
-**Production Ready**: Stabilization & testing phase
+**Production Ready**: Stabilization phase
+
+### 🎮 Modalità Disponibili
+
+1. **Interactive Mode** (`main.py`): Modalità standard con decision engine
+2. **Autonomous Mode** (`autonomous_mode.py`): Esplorazione completamente autonoma con LLM
 
 The MUD AI Player is functionally complete with all core features implemented. The current focus is on testing, bug fixes, and documentation improvements before a stable release.