# 🧠 FARNSWORTH - COMPLETE FEATURE INVENTORY
## 📊 STATISTICS
- **249 Python Files**
- **40+ Module Categories**
- **701+ Classes**
- **25+ External Integrations**
---
## 1. MEMORY SYSTEM (10 Types)
| Feature | Description |
|---------|-------------|
| Virtual Context Memory | MemGPT-style paging system for working memory |
| Working Memory | Scratchpad with slot-based organization |
| Archival Memory | Long-term vector DB storage (ChromaDB/FAISS) |
| Recall Memory | Conversation history with turn-level indexing |
| Knowledge Graph V1 & V2 | Entity relationship graphs with semantic layering |
| Episodic Memory | Timestamped event storage |
| Memory Dreaming | Background consolidation during idle |
| Dream Consolidation | Automatic memory synthesis |
| Memory Sharing | Multi-user/multi-agent memory access |
| Memory Sharding | Distributed memory across partitions |
| Semantic Layers | Multi-granularity semantic indexing |
| Query Cache | LRU cache with TTL support |
| Project Tracking | Automatic project detection |
| Conversation Export | Export in multiple formats |
| Planetary Memory (Akashic) | Global P2P skill/memory cache |
---
## 2. AGENT SWARM (15+ Agent Types)
| Agent | Purpose |
|-------|---------|
| Base Agent | Foundation with capability-based dispatch |
| Code Agent | Programming, code generation, debugging |
| Reasoning Agent | Logic, math, step-by-step analysis |
| Research Agent | Information gathering and synthesis |
| Creative Agent | Writing and creative tasks |
| Critic Agent | Code review and quality assessment |
| Filesystem Agent | File system operations |
| Web Agent | Web scraping and browsing |
| Planner Agent | Task planning and decomposition |
| Proactive Agent | Autonomous task identification |
| User Avatar | Personal user proxy/preference learning |
| Meta-Cognition | Self-reflection on performance |
| Swarm Orchestrator | Multi-agent coordination |
| Hierarchical Teams | Multi-level team organization |
| Agent Debates | Multi-agent consensus via debate |
| Specialization Learning | Adaptive agent skill evolution |
---
## 3. MODEL SWARM (7 Strategies + 25+ Models)
### Inference Strategies
| Strategy | Description |
|----------|-------------|
| Fastest First | Speed-optimized routing |
| Quality First | Quality-optimized routing |
| Parallel Vote | Ensemble voting |
| Mixture of Experts | Specialized model routing |
| Speculative Ensemble | Draft + verify pattern |
| Confidence Fusion | Weighted output combination |
| PSO Collaborative | Particle swarm optimization |
### Model Tiers
- **Tier 1 (<2GB)**: Qwen3-0.6B, TinyLlama-1.1B, BitNet-2B
- **Tier 2 (2-4GB)**: DeepSeek-R1-1.5B, SmolLM2-1.7B, Gemma-1B, Qwen3-4B
- **Tier 3 (4-8GB)**: Phi-4-mini, DeepSeek-R1-7B, Gemma-3n, Phi-4-multimodal
- **Tier 4 (Cloud)**: MiniMax-M2, DeepSeek-VL2, Qwen-VL-Max
- **Embeddings**: MiniLM, BGE, Nomic, GTE
---
## 4. EVOLUTION ENGINE
| Feature | Description |
|---------|-------------|
| Genetic Optimizer | DEAP-based NSGA-II multi-objective optimization |
| Gene System | Evolvable parameters with min/max/mutation sigma |
| Genome | Complete parameter sets with fitness scores |
| Behavior Mutation | Dynamic behavior pattern adaptation |
| Fitness Tracker | User satisfaction, task success, efficiency |
| LoRA Evolver | Low-rank adapter fine-tuning optimization |
| Island Model | Parallel populations with migration |
| Hash-Chain Logging | Tamper-proof audit trail |
---
## 5. RAG SYSTEM
| Feature | Description |
|---------|-------------|
| Embeddings Manager | Multi-model embedding support |
| Hybrid Retriever | Semantic + keyword search fusion |
| FAISS Integration | Semantic vector indexing |
| BM25 | Keyword matching |
| Reciprocal Rank Fusion | Result combination |
| Document Processor | Chunking and preprocessing |
| Context Compression | Query-aware result compression |
| Self-Refining RAG | RL-based retrieval learning |
| Query Expansion | Automatic query enhancement |
| Adaptive Reranking | Dynamic result ordering |
---
## 6. HEALTH PLATFORM (40+ Metrics)
### Health Providers
| Provider | Data Source |
|----------|-------------|
| Apple Health | iOS health integration |
| Fitbit | Fitbit wearable data |
| Oura | Oura ring biometrics |
| WHOOP | WHOOP fitness tracking |
| Mock Provider | Testing/demo data |
### Metric Categories
| Category | Metrics |
|----------|---------|
| Cardiovascular | HR, HRV, BP Systolic/Diastolic, SpO2 |
| Brain/EEG | Alpha, Beta, Theta, Delta, Gamma waves |
| Stress | GSR, Stress Level |
| Activity | Steps, Calories, Active Minutes, Distance, Floors |
| Sleep | Duration, Deep, REM, Light, Awake, Sleep Score |
| Body | Weight, Body Fat, BMI, Muscle Mass, Hydration |
| Recovery | Recovery Score, Readiness Score, Strain |
| Nutrition | Calories, Protein, Carbs, Fat, Fiber, Water |
### Analysis Features
| Feature | Description |
|---------|-------------|
| Trend Analysis | 7/14/30-day trend detection |
| Anomaly Detection | Z-score based outlier detection |
| Correlation Analysis | Cross-metric Pearson correlation |
| Wellness Score | Composite 0-100 score with breakdown |
| Health Insights | Natural language recommendations |
| Health Alerts | Severity-based alerts (Info/Warning/Critical) |
| OCR Parser | Lab results, prescriptions, nutrition labels |
| Swarm Advisor | Multi-agent health recommendations |
| Health Dashboard | FastAPI web interface (port 8081) |
---
## 7. SECURITY TOOLS SUITE
| Tool | Capabilities |
|------|--------------|
| Vulnerability Scanner | SSL/TLS, headers, ports, DNS, CVSS scoring, CVE ID |
| EDR | Process anomaly, file mods, network anomaly, persistence, privilege escalation, lateral movement, data exfil, malware |
| Threat Analyzer | Intelligence, IOC extraction, threat feeds, MITRE ATT&CK mapping |
| Header Analyzer | Email threats, SPF/DKIM/DMARC, phishing, spoofing |
| Log Parser | Syslog, Windows Event, Apache/nginx, CEF/LEEF, anomaly detection |
| Forensics | File analysis, process inspection, memory analysis, evidence collection, timeline |
| Recon Tools | DNS enumeration, subdomain discovery, service detection, tech fingerprinting |
---
## 8. CLOUD MANAGEMENT
### AWS Manager
| Feature | Operations |
|---------|------------|
| EC2 | Start, stop, reboot, terminate instances |
| IAM | User/role/policy management |
| S3 | Bucket management, object operations |
| VPC | Network configuration |
| CloudWatch | Monitoring and metrics |
| Cost Explorer | Cost analysis and optimization |
| Security Hub | Security posture management |
### Azure Manager
| Feature | Operations |
|---------|------------|
| Entra ID | User/group management |
| Resources | Azure resource CRUD |
| VMs | Virtual machine control |
| Storage | Blob/File storage |
| Network | VNet/NSG management |
| Security | Monitoring and compliance |
| Cost | Billing analysis |
---
## 9. WEB SCRAPING (Crawlee Integration)
| Feature | Description |
|---------|-------------|
| Universal Scraper | Playwright-based dynamic scraping |
| Social Profile Scraper | X, Instagram, LinkedIn public profiles |
| Video Metadata Scraper | Twitch/YouTube live stats |
| Bot Detection Bypass | Stealth browser args, fingerprint evasion |
| Proxy Rotation | IP rotation support |
| Request Queues | Managed crawl orchestration |
---
## 10. VISION MODULE (CLIP + BLIP)
| Task | Description |
|------|-------------|
| Caption | Image description generation (BLIP) |
| VQA | Visual Question Answering |
| Classify | Zero-shot classification (CLIP) |
| Detect | Object detection |
| Embed | Image embedding generation |
| OCR | Text extraction (EasyOCR) |
| Similarity | Image comparison |
| Scene Graph | Extract objects + relationships |
| 3D Reconstruction | Image reconstruction from embeddings |
---
## 11. VOICE MODULE (Whisper + TTS)
| Feature | Description |
|---------|-------------|
| Transcription | Batch audio-to-text (Whisper) |
| Streaming Transcription | Real-time processing |
| Speaker Diarization | Multi-speaker identification (pyannote) |
| Voice Commands | Natural language voice control |
| Text-to-Speech | Response vocalization (pyttsx3) |
| Continuous Listening | Microphone mode (sounddevice) |
| Multi-language | Auto-detect or specify language |
| Translation | Audio to English translation |
---
## 12. VIDEO PROCESSING
| Feature | Description |
|---------|-------------|
| Optical Flow Analysis | Farneback motion detection |
| Keyframe Extraction | Intelligent frame selection |
| Action Peak Detection | Highlight detection |
| Video Narrative | AI-generated video descriptions |
| Audio-Visual Synthesis | Cross-modal fusion |
| Remotion Integration | Programmatic video rendering |
| Trade Recap Videos | 9:16 Shorts-style content |
---
## 13. MESSAGING ADAPTERS (4 Platforms)
| Platform | Features |
|----------|----------|
| Discord | Bot integration, channels, DMs, threads, reactions |
| Slack | Workspace, slash commands, threads, files, Socket Mode |
| Telegram | Bot, commands, groups, inline keyboards |
| WhatsApp | Business API via Twilio, media, groups |
---
## 14. EMAIL & CALENDAR
| Integration | Features |
|-------------|----------|
| Google Workspace | Gmail API, labels, threads, attachments, Calendar, Admin SDK |
| Office 365 | Exchange Online, Calendar, Teams |
| Mailbox Filter | Universal email rules |
| Calendar Manager | Events, scheduling, availability, reminders |
---
## 15. FINANCIAL/TRADING SUITE
### Solana Trading
| Feature | Description |
|---------|-------------|
| Jupiter V6 Swap | DEX aggregator trades |
| Pump.fun Trading | Buy/sell on bonding curves |
| Meteora LP Info | DLMM pool data |
| Wallet Management | Auto-load from env |
| Balance Checking | SOL for any pubkey |
### DeGen Mob
| Feature | Description |
|---------|-------------|
| Rug Detection | Helius API + manual checks for mint/freeze authority |
| Whale Watching | Track wallet transaction history |
| Cluster Analysis | Detect insider rings via coordination patterns |
| Launch Sniping | Mempool monitoring for new tokens |
| CT Sentiment Swarm | Grok-powered Twitter narrative tracking |
| Meme Quality Analyzer | Vision-based "moon potential" scoring |
| Bonding Curve Sniper | Alert when >90% (Raydium migration) |
| Jito Bundle Execution | Anti-MEV via Jito Block Engine |
### Market Intelligence
| Tool | Source |
|------|--------|
| DexScreener | Token pairs, search, price/volume |
| Polymarket | Prediction markets, odds |
| Market Sentiment | Fear & Greed, CoinGecko global data |
| Memecoin Tracker | Pump.fun, Bags.fm trending |
| TradFi | yfinance + Alpha Vantage stocks/forex |
### Trading Cognition
| Feature | Description |
|---------|-------------|
| Signal Reasoning | Multi-factor token evaluation |
| Trade Learning | Feedback loops, outcome recording |
| Exception Manager | Smart error handling with advice |
---
## 16. COGNITION MODULES
| Module | Description |
|--------|-------------|
| Sequential Thinking | Step-by-step reasoning chains |
| Causal Reasoning | DAGs, do-calculus, counterfactuals |
| Theory of Mind | Mental state modeling, intent inference |
| Trading Cognition | Market analysis, risk assessment |
| Quantum Search | Superposition-inspired path exploration |
| Meeting Assistant | Summarization, agenda, action items |
---
## 17. LEARNING SYSTEMS
| Feature | Description |
|---------|-------------|
| Continual Learning | Experience replay, knowledge retention |
| Dream Catching | Memory consolidation, pattern extraction |
| Learning Paths | Skill progression, curriculum generation |
| Synergy Learning | Multi-task, cross-domain transfer |
---
## 18. NEUROMORPHIC & AFFECTIVE
| Feature | Description |
|---------|-------------|
| Neuromorphic Engine | Spiking neural network inspiration |
| Affective Engine | Emotion-to-action mapping |
| Valence/Arousal Scoring | Emotional state quantification |
| Bio-Interface SDK | EEG/HRV/GSR device support |
| BioDataPacket | Normalized biological signal format |
---
## 19. PRODUCTIVITY TOOLS
| Tool | Description |
|------|-------------|
| Quick Notes | Rapid capture, tagging, markdown, search, pin/archive |
| Snippet Manager | Code storage, language tagging, favorites |
| Focus Timer | Pomodoro with configurable intervals |
| Focus Mode | Distraction minimization |
| Daily Summary | Conversation summary, insights, action items |
| Auto-Docs | Code documentation generation |
| Boomerang | Email scheduling |
| Mimic | Behavioral cloning |
| Whisperer | Voice command interface |
---
## 20. CI/CD & AUTOMATION
### Platforms
| Platform | Integration |
|----------|-------------|
| GitHub Actions | Workflow integration |
| GitLab CI | Pipeline integration |
| Jenkins | Job management |
### Workflow Automation
| Feature | Description |
|---------|-------------|
| Workflow Builder | Visual node-based creation |
| N8n Integration | n8n platform connectivity |
| N8n Templates | Pre-built workflows |
| Scheduler | Cron-based job scheduling |
| Triggers | Event-based execution |
### Node Types
Trigger, Action, Condition, Loop, Transform, HTTP, Code, Wait, Split, Merge, Error Handler, Subworkflow
---
## 21. INFRASTRUCTURE
### Container Management
| Tool | Features |
|------|----------|
| Docker Manager | Container lifecycle, images, networks, volumes, logs |
| Kubernetes Manager | Clusters, deployments, services, ConfigMaps, Secrets, StatefulSets |
### IaC & DNS
| Tool | Features |
|------|----------|
| Terraform Manager | Plan/apply/destroy, state, variables |
| Drift Detection | Configuration drift, remediation |
| DNS Manager | Multi-provider, A/AAAA/CNAME/MX/TXT/NS |
| SSL Certificates | Provisioning, renewal, validation |
---
## 22. INCIDENT MANAGEMENT
| Tool | Features |
|------|----------|
| Incident Manager | Lifecycle management |
| PagerDuty Integration | Incident sync |
| OpsGenie Integration | Alert management |
| Runbook Executor | Automated runbook execution |
---
## 23. COMPLIANCE & AUDIT
| Feature | Description |
|---------|-------------|
| Compliance Engine | SOC2, HIPAA, GDPR, PCI-DSS frameworks |
| Policy Engine | Policy enforcement and validation |
| Audit Logger | Tamper-proof audit trails |
| Hash-Chain Logging | Blockchain-style verification |
---
## 24. P2P NETWORKING (SwarmFabric v2.6)
| Feature | Description |
|---------|-------------|
| Gossipsub | Efficient broadcast simulation |
| TCP Multiplexed Streams | Reliable communication |
| Kademlia DHT | Distributed routing |
| Auto-Discovery | UDP beaconing |
| WAN Bootstrap | WebSocket relay |
| Password Auth | Secure peer entry |
| DKG | Decentralized Knowledge Graph with CRDT |
---
## 25. SECRETS MANAGEMENT
| Provider | Features |
|----------|----------|
| HashiCorp Vault | Secret storage, rotation, audit |
| AWS Secrets Manager | Versioning, rotation, encryption |
| Azure Key Vault | Managed identities, certificates |
| Vault Manager | Multi-provider abstraction |
---
## 26. EXTERNAL INTEGRATIONS
| Integration | Features |
|-------------|----------|
| Twitter/X | Tweets, mentions, DMs |
| YouTube | Metadata, transcripts, channels |
| GitHub | Issues, PRs, CI/CD, repos |
| Notion | Databases, pages, search |
| Grok (xAI) | Real-time X search |
---
## 27. TOOL ROUTER (50+ Registered Tools)
### Categories
- **File System**: read_file, write_file, list_directory
- **Code**: execute_python, analyze_code
- **Web**: web_search, fetch_url, grok_search
- **Analysis**: summarize_text, extract_entities, youtube_analyze
- **Generation**: generate_image, render_video, generate_mermaid_chart
- **Utility**: calculate, datetime_info, system_diagnostic
- **Trading**: 20+ tools (dex_screener_search, jupiter_swap, pump_fun_trade, solana_rug_check, etc.)
---
## 28. MCP SERVER TOOLS
| Category | Tools |
|----------|-------|
| Memory | farnsworth_remember, farnsworth_recall, remember_with_context |
| Agents | farnsworth_delegate |
| Evolution | record_feedback |
| Health | health summary, metrics, trends, nutrition, goals |
| Status | farnsworth_status |
---
## 29. CLI COMMANDS (45+)
| Command | Description |
|---------|-------------|
| remember | Store memory |
| recall | Search memories |
| status | System status |
| fitness | Fitness metrics |
| evolve | Trigger evolution |
| dream | Memory consolidation |
| backup | Create backup |
| node start/stop/status | P2P node control |
| planetary | Planetary Memory status |
| tokens | Token budget status |
| notes/note | Notes management |
| snippets | Code snippets |
| focus start/stop | Pomodoro timer |
| summary | Daily summary |
| profile/profiles/switch | Context profiles |
---
## 30. CONTEXT PROFILES
Pre-built profiles: Work, Creative, Health, Trading, Security, Research, etc.
- Temperature adjustment
- Memory pool selection
- Personality adaptation
- Icon/emoji assignment
---
## 31. ENTRY POINTS
```bash
python main.py # All services
python main.py --mcp # MCP server only
python main.py --ui # Streamlit dashboard
python main.py --cli # Interactive CLI
python main.py --user # User-friendly CLI
python main.py --health # Health dashboard (8081)
python main.py --setup # Setup wizard
python main.py --node # P2P network node
```
---
## 32. BIO-INTERFACE SDK
| Feature | Description |
|---------|-------------|
| BioDataPacket | Normalized biological signal format |
| BioInterfaceProvider | Abstract base for hardware providers |
| BioIntegrationManager | Multi-provider stream management |
| MockBioProvider | Simulated HR/EEG data for testing |
| Signal Types | EEG, HRV, GSR, HR |
---
## 33. IDE INTEGRATIONS
| IDE | Features |
|-----|----------|
| VS Code Bridge | Visual Studio Code integration |
| Cursor Bridge | Cursor IDE integration |
---
## 34. OS INTEGRATION
| Feature | Description |
|---------|-------------|
| Agentic OS | Agent OS-level operations |
| WSL Bridge | Windows Subsystem for Linux integration |
| System Diagnostics | Load, processes, network stats |
---
## 35. COLLABORATION & MULTI-USER
| Feature | Description |
|---------|-------------|
| Session Manager | User session lifecycle |
| Permission Engine | RBAC, resource/action-level auth |
| Shared Memory | Cross-user memory access |
| Multi-User Manager | Concurrent access, conflict resolution |
---
*Generated: January 2026*
*Version: 2.9.2 "Cloud Native"*
