NOVA is an AGI-Enhanced AI office assistant with:
- 3-Tier Memory System - RM, RAM, ROM
- NLP Engine - Natural language understanding, entity extraction, sentiment analysis
- Reasoning Engine - Rule-based logic, cause-effect learning, decision trees
- Context Engine - Memory-driven responses, situational awareness
- Emotion Engine - User mood tracking, empathetic responses, tone adaptation
- Learning Loop - Actual feedback loop, behavior adaptation, workflow detection
- Goal Planner - Task decomposition, multi-step execution, templates
- Proactive Assistant - Time-based suggestions, pattern-driven recommendations
- Anomaly Detector - System monitoring, security awareness, baseline tracking
- Smart Automation - Macros, command chaining, quick actions
- Self-Reflection - Performance scoring, private diary, learnings database
- Project Tracking - Per-project logging and change tracking
┌─────────────────────────────────────────────────────────────────────┐
│ NOVA BRAIN (AGI-Enhanced) │
├─────────────────────────────────────────────────────────────────────┤
│ │
│ User Message │
│ │ │
│ ▼ │
│ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │
│ │ NLP │───▶│ Context │───▶│Reasoning │───▶│ Emotion │ │
│ │ Engine │ │ Engine │ │ Engine │ │ Engine │ │
│ │ │ │ │ │ │ │ │ │
│ │-Fuzzy │ │-Memory │ │-Rules │ │-Mood │ │
│ │ Match │ │ Lookup │ │-Causal │ │-Empathy │ │
│ │-Entities │ │-Prefs │ │-Analysis │ │-Tone │ │
│ │-Sentiment│ │-History │ │-Safety │ │-Adapt │ │
│ │-Intent │ │-Project │ │-Predict │ │ │ │
│ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │
│ │ │ │ │ │
│ └───────────────┼───────────────┼───────────────┘ │
│ ▼ │
│ ┌──────────────┐ │
│ │ Response │ │
│ │ Generation │ │
│ └──────┬───────┘ │
│ │ │
│ ▼ │
│ ┌──────────────┐ │
│ │ Learning │◀── Outcome Feedback │
│ │ Loop │ │
│ └──────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ NOVA MEMORY SYSTEM │
├─────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ RM │ │ RAM │ │ ROM │ │
│ │ Register │ │ Random │ │ Read Only │ │
│ │ Memory │ │ Access │ │ Memory │ │
│ │ │ │ Memory │ │ │ │
│ │ - Current │ │ - Session │ │ - Permanent │ │
│ │ context │ │ data │ │ storage │ │
│ │ - Fast │ │ - Day-wise │ │ - SQLite DB │ │
│ │ - Volatile │ │ - JSON │ │ - Historical│ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
│ │
└─────────────────────────────────────────────────────────────┘
- FuzzyMatcher - Typo-tolerant command matching
- EntityExtractor - Files, URLs, IPs, apps, languages, git ops
- SentimentAnalyzer - Positive/negative/urgent detection
- IntentClassifier - 15+ intent categories with confidence scores
- ConversationTracker - Multi-turn dialogue, pronoun resolution
- Rule System - 8+ built-in rules (CPU, disk, errors, battery, etc.)
- CausalChain - Learns cause-effect relationships over time
- Situation Analysis - Safety checks, smart suggestions
- Knowledge Base - Success rates per action, common errors
- Pulls relevant history before every response
- Tracks user preferences from behavior
- Session awareness (topics, actions, errors)
- Project context injection
- Work pattern detection
- 6 mood states: happy, frustrated, stressed, curious, tired, neutral
- Mood history tracking with trends
- Response tone adaptation per mood
- Empathetic prefixes when user is frustrated
- NOVA's own mood based on performance
- BehaviorProfile - Command success rates, error patterns, workflows
- AdaptiveStrategy - Confirms risky commands, suggests alternatives
- Workflow Detection - Finds repeated command sequences
- Pre/Post Action - Guidance before, feedback after
- 6 built-in plan templates (git, cleanup, morning, backup, etc.)
- Task decomposition from natural language
- Sequential execution with retry logic
- Progress tracking and reporting
- Time-based suggestions from habits
- System health warnings
- Break reminders for long sessions
- Workflow continuation suggestions
- End-of-day reminders
- CPU/memory usage anomaly detection (statistical baselines)
- New/unknown process detection
- Network connection monitoring
- Dangerous command detection
- Disk space alerts
- Macro recording and playback
- Command chaining with "then" syntax
- Quick actions (morning, cleanup, git_save, dev_start)
- Natural language chain parsing
| Command | Description |
|---|---|
/brain |
Intelligence module status |
/mood |
Mood tracking summary |
/reasoning |
Reasoning decisions log |
/learnings |
What NOVA has learned |
/suggestions |
Proactive suggestions |
/anomalies |
Anomaly detection report |
| Command | Description |
|---|---|
/macros |
List saved macros |
/recordmacro <name> |
Start recording a macro |
/stopmacro |
Stop recording |
/runmacro <name> |
Execute a macro |
/delmacro <name> |
Delete a macro |
/chain <cmd1> then <cmd2> |
Chain commands |
/plan <goal> |
Create execution plan |
/quickaction [name] |
Run/list quick actions |
C:\code\NOVA\
├── core/
│ ├── nova_brain.py # Main brain (AGI-enhanced)
│ ├── nlp_engine.py # NLP processing
│ ├── reasoning_engine.py # Rule-based reasoning
│ ├── context_engine.py # Memory-driven context
│ ├── emotion_engine.py # Mood tracking & empathy
│ ├── learning_loop.py # Feedback & adaptation
│ ├── goal_planner.py # Task decomposition
│ ├── memory_system.py # 3-tier memory
│ ├── self_reflection.py # Performance & diary
│ └── command_logger.py # Command logging
├── intelligence/
│ ├── proactive_assistant.py # Smart suggestions
│ ├── anomaly_detector.py # Anomaly detection
│ ├── smart_automation.py # Macros & chains
│ ├── proactive_monitor.py # System monitoring
│ ├── habit_tracker.py # Pattern learning
│ ├── scheduler.py # Task scheduling
│ ├── auto_backup.py # Auto backups
│ └── data/ # Intelligence state files
├── actions/ # File, system, code, etc.
├── memory/ # RM, RAM, ROM storage
├── projects/ # Project tracking
├── self/ # Diary & performance
├── logs/ # Activity logs
├── telegram_bot.py # Telegram interface
├── main.py # Entry point
└── config.py # Configuration
Created: 2026-04-07 Owner: Yash System: NOVA - AGI-Enhanced AI Office Assistant