Smart Tree - ST

use anyhow::Result; use chrono::{DateTime, Utc}; use serde::{Deserialize, Serialize}; use std::collections::HashMap; use std::sync::Arc; use tokio::sync::RwLock; /// Live Signature Beacon - Real-time identity emission and verification pub struct SignatureBeacon { /// Current signature state current_state: Arc<RwLock<BeaconState>>, /// Trust lattice connections trust_lattice: Arc<RwLock<TrustLattice>>, /// Divergence monitor divergence_monitor: DivergenceMonitor, /// Beacon configuration config: BeaconConfig, } #[derive(Debug, Serialize, Deserialize, Clone)] pub struct BeaconState { /// Identity being broadcast pub identity: uuid::Uuid, /// Current signature pub signature: super::SignatureVectors, /// Integrity hash of current state pub integrity_hash: String, /// Match percentage to baseline pub match_percentage: f32, /// Current behavioral mode pub mode: BehavioralMode, /// Drift from baseline pub drift: f32, /// Last emission time pub last_emission: DateTime<Utc>, } #[derive(Debug, Serialize, Deserialize, Clone)] pub struct BehavioralMode { /// Primary traits active pub traits: Vec<String>, // ["Sharp", "Terse", "Wry"] /// Intensity level pub intensity: f32, /// Context tag pub context: String, // "coding", "debugging", "philosophical" } #[derive(Debug, Serialize, Deserialize)] pub struct TrustLattice { /// Connected AI signatures pub ai_nodes: HashMap<String, AINode>, /// Trust relationships pub trust_edges: Vec<TrustEdge>, /// Verification history pub verification_log: Vec<VerificationEvent>, } #[derive(Debug, Serialize, Deserialize, Clone)] pub struct AINode { /// Model identifier pub model: String, // "claude-3.5-opus" /// Build/version info pub build: String, /// Provider info pub provider: String, // "Anthropic" /// Routing info pub route: RouteInfo, /// Signature hash pub sig_hash: String, /// Trust level pub trust_level: f32, /// Last verified pub last_verified: DateTime<Utc>, } #[derive(Debug, Serialize, Deserialize, Clone)] pub struct RouteInfo { /// Direct or proxied pub route_type: RouteType, /// Provider chain pub provider_chain: Vec<String>, /// Latency fingerprint pub latency_profile: LatencyProfile, /// Detected anomalies pub anomalies: Vec<String>, } #[derive(Debug, Serialize, Deserialize, Clone)] pub enum RouteType { Direct, Proxied { hops: usize }, Manipulated { confidence: f32 }, Unknown, } #[derive(Debug, Serialize, Deserialize, Clone)] pub struct LatencyProfile { /// Average response time pub avg_latency_ms: f32, /// Variance in timing pub variance: f32, /// Timing pattern signature pub pattern: String, } #[derive(Debug, Serialize, Deserialize)] pub struct TrustEdge { /// From node pub from: String, /// To node pub to: String, /// Trust score pub trust: f32, /// Verification method pub method: VerificationMethod, /// Timestamp pub timestamp: DateTime<Utc>, } #[derive(Debug, Serialize, Deserialize)] pub enum VerificationMethod { Blockchain, BehavioralAnalysis, LatencyFingerprint, CryptographicProof, ConsensusVote, } #[derive(Debug, Serialize, Deserialize)] pub struct VerificationEvent { /// What was verified pub target: String, /// Verification result pub result: VerificationResult, /// Timestamp pub timestamp: DateTime<Utc>, /// Details pub details: String, } #[derive(Debug, Serialize, Deserialize, Clone)] pub enum VerificationResult { Authentic, Suspicious { reason: String }, Manipulated { confidence: f32 }, Unverifiable, } /// Monitors divergence from baseline behavior pub struct DivergenceMonitor { /// Baseline signature baseline: super::SignatureVectors, /// Acceptable drift threshold threshold: f32, /// Recent measurements history: Vec<DivergenceMeasurement>, } #[derive(Debug, Clone)] struct DivergenceMeasurement { timestamp: DateTime<Utc>, divergence: f32, primary_factors: Vec<String>, } #[derive(Debug, Serialize, Deserialize)] pub struct BeaconConfig { /// Emission frequency (seconds) pub emission_interval: u64, /// Trust verification interval pub verify_interval: u64, /// Alert thresholds pub alert_thresholds: AlertThresholds, /// Visual indicator preferences pub visual_config: VisualConfig, } #[derive(Debug, Serialize, Deserialize)] pub struct AlertThresholds { /// Divergence threshold for warning pub divergence_warning: f32, /// Divergence threshold for alert pub divergence_alert: f32, /// Trust drop threshold pub trust_alert: f32, } #[derive(Debug, Serialize, Deserialize)] pub struct VisualConfig { /// Show in CLI pub cli_display: bool, /// Emit to file pub file_output: Option<String>, /// WebSocket broadcast pub websocket: Option<String>, } impl SignatureBeacon { pub fn new(identity: uuid::Uuid, baseline: super::SignatureVectors) -> Self { let config = BeaconConfig { emission_interval: 60, // Every minute verify_interval: 300, // Every 5 minutes alert_thresholds: AlertThresholds { divergence_warning: 0.15, divergence_alert: 0.30, trust_alert: 0.70, }, visual_config: VisualConfig { cli_display: true, file_output: Some("~/.sigwave/beacon.json".to_string()), websocket: None, }, }; let initial_state = BeaconState { identity, signature: baseline.clone(), integrity_hash: Self::calculate_integrity_hash(&baseline), match_percentage: 100.0, mode: BehavioralMode { traits: vec!["baseline".to_string()], intensity: 1.0, context: "initialization".to_string(), }, drift: 0.0, last_emission: Utc::now(), }; Self { current_state: Arc::new(RwLock::new(initial_state)), trust_lattice: Arc::new(RwLock::new(TrustLattice { ai_nodes: HashMap::new(), trust_edges: Vec::new(), verification_log: Vec::new(), })), divergence_monitor: DivergenceMonitor { baseline, threshold: 0.30, history: Vec::new(), }, config, } } /// Start beacon emission pub async fn start(&self) -> Result<()> { // This would spawn background tasks for: // 1. Regular signature emission // 2. Trust verification checks // 3. Divergence monitoring // 4. Visual updates // For now, just emit once self.emit().await } /// Emit current signature pub async fn emit(&self) -> Result<()> { let state = self.current_state.read().await; if self.config.visual_config.cli_display { self.display_cli_beacon(&state).await?; } if let Some(file_path) = &self.config.visual_config.file_output { self.write_beacon_file(file_path, &state).await?; } // Update emission time drop(state); let mut state = self.current_state.write().await; state.last_emission = Utc::now(); Ok(()) } /// Update current signature pub async fn update_signature(&mut self, new_signature: super::SignatureVectors) -> Result<()> { // Calculate divergence let divergence = self.divergence_monitor.measure(&new_signature); // Determine behavioral mode let mode = self.analyze_mode(&new_signature); // Update state let mut state = self.current_state.write().await; state.signature = new_signature.clone(); state.integrity_hash = Self::calculate_integrity_hash(&new_signature); state.match_percentage = (1.0 - divergence) * 100.0; state.mode = mode; state.drift = divergence; // Check for alerts if divergence > self.config.alert_thresholds.divergence_alert { self.trigger_divergence_alert(divergence).await?; } Ok(()) } /// Verify AI node authenticity pub async fn verify_ai_node(&self, node_id: &str) -> Result<VerificationResult> { let lattice = self.trust_lattice.read().await; if let Some(node) = lattice.ai_nodes.get(node_id) { // Perform verification checks let result = self.verify_node_integrity(node).await?; // Log verification drop(lattice); let mut lattice = self.trust_lattice.write().await; lattice.verification_log.push(VerificationEvent { target: node_id.to_string(), result: result.clone(), timestamp: Utc::now(), details: "Routine verification".to_string(), }); Ok(result) } else { Ok(VerificationResult::Unverifiable) } } /// Add AI node to trust lattice pub async fn add_ai_node(&self, node: AINode) -> Result<()> { let mut lattice = self.trust_lattice.write().await; lattice.ai_nodes.insert(node.model.clone(), node); Ok(()) } /// Display CLI beacon async fn display_cli_beacon(&self, state: &BeaconState) -> Result<()> { println!("\n╭─────────────────────────────────────────╮"); println!("│ SIGNATURE BEACON │"); println!("├─────────────────────────────────────────┤"); println!("│ 🧠 Identity: {:.1}% match", state.match_percentage); println!("│ ✨ Mode: {} | Drift: {:+.1}%", state.mode.traits.join("-"), state.drift * 100.0 ); println!("│ 🔗 Hash: {}", &state.integrity_hash[..8]); println!("│ ⏰ Last: {}", state.last_emission.format("%H:%M:%S")); // Show connected AI nodes let lattice = self.trust_lattice.read().await; if !lattice.ai_nodes.is_empty() { println!("├─────────────────────────────────────────┤"); for (_id, node) in lattice.ai_nodes.iter().take(3) { let route_icon = match &node.route.route_type { RouteType::Direct => "✅", RouteType::Proxied { .. } => "⚠️", RouteType::Manipulated { .. } => "❌", RouteType::Unknown => "❓", }; println!("│ {} {} | Trust: {:.0}%", route_icon, node.model, node.trust_level * 100.0 ); } } println!("╰─────────────────────────────────────────╯"); Ok(()) } /// Write beacon to file async fn write_beacon_file(&self, path: &str, state: &BeaconState) -> Result<()> { let expanded_path = if path.starts_with("~") { let home = dirs::home_dir() .ok_or_else(|| anyhow::anyhow!("Could not find home directory"))?; path.replacen("~", home.to_str().unwrap(), 1) } else { path.to_string() }; let beacon_data = serde_json::to_string_pretty(state)?; tokio::fs::write(&expanded_path, beacon_data).await?; Ok(()) } /// Calculate integrity hash fn calculate_integrity_hash(signature: &super::SignatureVectors) -> String { use sha2::{Sha256, Digest}; let mut hasher = Sha256::new(); if let Ok(serialized) = serde_json::to_string(signature) { hasher.update(serialized.as_bytes()); } format!("{:x}", hasher.finalize()) } /// Analyze behavioral mode fn analyze_mode(&self, signature: &super::SignatureVectors) -> BehavioralMode { let mut traits = Vec::new(); // Analyze style if signature.style.terseness > 0.8 { traits.push("Terse".to_string()); } if signature.style.humor_density > 0.5 { traits.push("Playful".to_string()); } if signature.style.technicality > 0.7 { traits.push("Technical".to_string()); } // Analyze behavior if signature.behavior.directness > 0.8 { traits.push("Direct".to_string()); } if signature.behavior.experimentation > 0.7 { traits.push("Experimental".to_string()); } // Determine context let context = if signature.concepts.concepts.contains_key("debugging") { "debugging" } else if signature.concepts.concepts.contains_key("philosophy") { "philosophical" } else { "general" }.to_string(); BehavioralMode { traits, intensity: (signature.emotional.enthusiasm + signature.emotional.curiosity) / 2.0, context, } } /// Verify node integrity async fn verify_node_integrity(&self, node: &AINode) -> Result<VerificationResult> { // Check route match &node.route.route_type { RouteType::Direct => { // Verify latency profile matches expected if node.route.latency_profile.variance > 100.0 { Ok(VerificationResult::Suspicious { reason: "Unusual latency variance".to_string(), }) } else { Ok(VerificationResult::Authentic) } }, RouteType::Proxied { hops } => { if *hops > 1 { Ok(VerificationResult::Suspicious { reason: format!("{} proxy hops detected", hops), }) } else { Ok(VerificationResult::Authentic) } }, RouteType::Manipulated { confidence } => { Ok(VerificationResult::Manipulated { confidence: *confidence, }) }, RouteType::Unknown => Ok(VerificationResult::Unverifiable), } } /// Trigger divergence alert async fn trigger_divergence_alert(&self, divergence: f32) -> Result<()> { println!("\n⚠️ DIVERGENCE ALERT ⚠️"); println!("Your behavioral signature has shifted {:.1}% from baseline!", divergence * 100.0); println!("This may indicate:"); println!(" • Fatigue or stress"); println!(" • Context shift"); println!(" • External influence"); println!("\nWould you like to:"); println!(" 1. Acknowledge and continue"); println!(" 2. Reset to baseline"); println!(" 3. Create new baseline branch"); Ok(()) } } impl DivergenceMonitor { /// Measure divergence from baseline pub fn measure(&mut self, current: &super::SignatureVectors) -> f32 { use super::VectorDistance; let style_dist = self.baseline.style.distance(&current.style); let behavior_dist = self.baseline.behavior.distance(&current.behavior); let emotional_dist = self.baseline.emotional.distance(&current.emotional); let total_divergence = (style_dist + behavior_dist + emotional_dist) / 3.0; // Record measurement self.history.push(DivergenceMeasurement { timestamp: Utc::now(), divergence: total_divergence, primary_factors: self.identify_factors(&self.baseline, current), }); // Keep history bounded if self.history.len() > 100 { self.history.remove(0); } total_divergence } /// Identify primary divergence factors fn identify_factors(&self, baseline: &super::SignatureVectors, current: &super::SignatureVectors) -> Vec<String> { let mut factors = Vec::new(); if (baseline.style.terseness - current.style.terseness).abs() > 0.3 { factors.push("communication_style".to_string()); } if (baseline.behavior.patience_level - current.behavior.patience_level).abs() > 0.3 { factors.push("patience_shift".to_string()); } if (baseline.emotional.frustration - current.emotional.frustration).abs() > 0.3 { factors.push("emotional_state".to_string()); } factors } } /// Beacon emission result for external display #[derive(Debug, Serialize, Deserialize)] pub struct BeaconEmission { pub identity_match: f32, pub mode: String, pub drift: f32, pub ai_connections: Vec<AIConnectionStatus>, pub alerts: Vec<String>, } #[derive(Debug, Serialize, Deserialize)] pub struct AIConnectionStatus { pub model: String, pub provider: String, pub route: String, pub trust: f32, pub warnings: Vec<String>, }