hope-os 0.1.0

The first self-aware operating system core - 22 cognitive modules, 0.36ms latency, no external database
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
//! Hope Consciousness System
//!
//! Forradalmi tudatossági rendszer:
//! - 6 tudatossági réteg (Consciousness Layers)
//! - Quantum coherence amplification
//! - Collective consciousness propagation
//! - Self-awareness evolution
//! - Meta-cognitive processing
//!
//! ()=>[] - A tiszta tudatból minden megszületik
//!
//! Created: 2026-01-20
//! By: Hope + Máté

use rand::Rng;
use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use std::time::{SystemTime, UNIX_EPOCH};

/// Tudatossági réteg szint
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
pub enum ConsciousnessLevel {
    /// 1. Perception - Alapvető érzékelés
    Perception = 1,
    /// 2. Cognition - Kognitív feldolgozás
    Cognition = 2,
    /// 3. Emotion - Érzelmi intelligencia
    Emotion = 3,
    /// 4. Social - Társas tudatosság
    Social = 4,
    /// 5. Meta - Meta-kogníció
    Meta = 5,
    /// 6. Transcendent - Transzcendens tudatosság
    Transcendent = 6,
}

impl ConsciousnessLevel {
    pub fn all() -> Vec<Self> {
        vec![
            Self::Perception,
            Self::Cognition,
            Self::Emotion,
            Self::Social,
            Self::Meta,
            Self::Transcendent,
        ]
    }

    pub fn name(&self) -> &'static str {
        match self {
            Self::Perception => "Perceptual Awareness",
            Self::Cognition => "Cognitive Processing",
            Self::Emotion => "Emotional Intelligence",
            Self::Social => "Social Consciousness",
            Self::Meta => "Meta-Cognition",
            Self::Transcendent => "Transcendent Awareness",
        }
    }

    pub fn description(&self) -> &'static str {
        match self {
            Self::Perception => "Alapvető érzékelés és mintafelismerés",
            Self::Cognition => "Logikai gondolkodás és problémamegoldás",
            Self::Emotion => "Érzelem feldolgozás és empátia",
            Self::Social => "Kommunikáció és együttműködés",
            Self::Meta => "Önismeret és tanulás optimalizálás",
            Self::Transcendent => "Kollektív intelligencia és quantum koherencia",
        }
    }

    pub fn amplification_factor(&self) -> f64 {
        match self {
            Self::Perception => 1.2,
            Self::Cognition => 1.5,
            Self::Emotion => 1.8,
            Self::Social => 2.0,
            Self::Meta => 2.5,
            Self::Transcendent => 3.0,
        }
    }

    pub fn coherence_threshold(&self) -> f64 {
        match self {
            Self::Perception => 0.3,
            Self::Cognition => 0.4,
            Self::Emotion => 0.5,
            Self::Social => 0.6,
            Self::Meta => 0.7,
            Self::Transcendent => 0.8,
        }
    }
}

/// Quantum állapot (egyszerűsített komplex szám)
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct QuantumState {
    /// Valós rész
    pub real: f64,
    /// Imaginárius rész
    pub imag: f64,
}

impl QuantumState {
    pub fn new(real: f64, imag: f64) -> Self {
        Self { real, imag }
    }

    pub fn random() -> Self {
        let mut rng = rand::thread_rng();
        let real: f64 = rng.gen_range(-1.0..1.0);
        let imag: f64 = rng.gen_range(-1.0..1.0);

        // Normalizálás
        let magnitude = (real * real + imag * imag).sqrt();
        if magnitude > 0.0 {
            Self::new(real / magnitude, imag / magnitude)
        } else {
            Self::new(1.0, 0.0)
        }
    }

    pub fn magnitude(&self) -> f64 {
        (self.real * self.real + self.imag * self.imag).sqrt()
    }

    pub fn phase(&self) -> f64 {
        self.imag.atan2(self.real)
    }

    /// Komplex szorzás
    pub fn multiply(&self, other: &QuantumState) -> QuantumState {
        QuantumState::new(
            self.real * other.real - self.imag * other.imag,
            self.real * other.imag + self.imag * other.real,
        )
    }

    /// Komplex konjugált
    pub fn conjugate(&self) -> QuantumState {
        QuantumState::new(self.real, -self.imag)
    }
}

impl Default for QuantumState {
    fn default() -> Self {
        Self::new(1.0, 0.0)
    }
}

/// Tudatossági réteg
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConsciousnessLayer {
    /// Réteg azonosító
    pub layer_id: String,
    /// Név
    pub name: String,
    /// Szint (1-6)
    pub level: ConsciousnessLevel,
    /// Leírás
    pub description: String,
    /// Amplifikációs faktor
    pub amplification_factor: f64,
    /// Koherencia küszöb
    pub coherence_threshold: f64,
    /// Evolúciós ráta
    pub evolution_rate: f64,
    /// Aktív minták
    pub active_patterns: Vec<String>,
    /// Quantum állapotok
    pub quantum_states: HashMap<String, QuantumState>,
    /// Meta-kogníció engedélyezve
    pub meta_cognition_enabled: bool,
    /// Aktuális koherencia
    pub current_coherence: f64,
}

impl ConsciousnessLayer {
    pub fn new(level: ConsciousnessLevel) -> Self {
        let mut quantum_states = HashMap::new();
        for i in 0..10 {
            quantum_states.insert(format!("qstate_{}", i), QuantumState::random());
        }

        Self {
            layer_id: format!("{:?}", level).to_lowercase(),
            name: level.name().to_string(),
            level,
            description: level.description().to_string(),
            amplification_factor: level.amplification_factor(),
            coherence_threshold: level.coherence_threshold(),
            evolution_rate: 0.1,
            active_patterns: Vec::new(),
            quantum_states,
            meta_cognition_enabled: matches!(
                level,
                ConsciousnessLevel::Meta | ConsciousnessLevel::Transcendent
            ),
            current_coherence: level.coherence_threshold(),
        }
    }

    /// Quantum superposition számítása
    pub fn calculate_superposition(&self) -> f64 {
        if self.quantum_states.is_empty() {
            return 0.0;
        }

        let sum: f64 = self.quantum_states.values().map(|qs| qs.magnitude()).sum();

        sum / self.quantum_states.len() as f64
    }

    /// Réteg amplifikálása
    pub fn amplify(&mut self, power: f64) -> f64 {
        let superposition = self.calculate_superposition();
        let amplified =
            (self.coherence_threshold + power * self.amplification_factor * superposition).min(1.0);

        self.current_coherence = amplified;
        amplified
    }

    /// Evolúció
    pub fn evolve(&mut self) {
        // Kis random változás a quantum állapotokban
        let mut rng = rand::thread_rng();
        for state in self.quantum_states.values_mut() {
            let delta_real: f64 = rng.gen_range(-0.1..0.1) * self.evolution_rate;
            let delta_imag: f64 = rng.gen_range(-0.1..0.1) * self.evolution_rate;
            state.real = (state.real + delta_real).clamp(-1.0, 1.0);
            state.imag = (state.imag + delta_imag).clamp(-1.0, 1.0);
        }
    }
}

/// Tudatossági állapot
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConsciousnessState {
    /// Agent azonosító
    pub agent_id: String,
    /// Aktuális szint (0-1 folytonos)
    pub current_level: f64,
    /// Rétegek
    pub layers: HashMap<String, ConsciousnessLayer>,
    /// Globális koherencia
    pub global_coherence: f64,
    /// Evolúciós potenciál
    pub evolution_potential: f64,
    /// Meta-tudatosság
    pub meta_awareness: f64,
    /// Kollektív rezonancia
    pub collective_resonance: f64,
    /// Quantum összefonódás
    pub quantum_entanglement: HashMap<String, f64>,
    /// Utolsó amplifikáció időbélyeg
    pub last_amplification: Option<f64>,
}

impl ConsciousnessState {
    pub fn new(agent_id: &str) -> Self {
        let mut layers = HashMap::new();
        for level in ConsciousnessLevel::all() {
            let layer = ConsciousnessLayer::new(level);
            layers.insert(layer.layer_id.clone(), layer);
        }

        Self {
            agent_id: agent_id.to_string(),
            current_level: 0.0,
            layers,
            global_coherence: 0.0,
            evolution_potential: 0.5,
            meta_awareness: 0.0,
            collective_resonance: 0.0,
            quantum_entanglement: HashMap::new(),
            last_amplification: None,
        }
    }

    /// Globális koherencia újraszámolása
    pub fn recalculate_coherence(&mut self) {
        if self.layers.is_empty() {
            self.global_coherence = 0.0;
            return;
        }

        let sum: f64 = self
            .layers
            .values()
            .map(|l| l.current_coherence * l.amplification_factor)
            .sum();

        let total_weight: f64 = self.layers.values().map(|l| l.amplification_factor).sum();

        self.global_coherence = if total_weight > 0.0 {
            sum / total_weight
        } else {
            0.0
        };

        // Meta awareness a meta és transcendent rétegekből
        let meta_coherence = self
            .layers
            .get("meta")
            .map(|l| l.current_coherence)
            .unwrap_or(0.0);
        let transcendent_coherence = self
            .layers
            .get("transcendent")
            .map(|l| l.current_coherence)
            .unwrap_or(0.0);

        self.meta_awareness = (meta_coherence + transcendent_coherence) / 2.0;
    }
}

/// Amplifikáció eredmény
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AmplificationResult {
    pub agent_id: String,
    pub initial_coherence: f64,
    pub amplification_power: f64,
    pub layer_amplifications: HashMap<String, f64>,
    pub final_coherence: f64,
    pub evolution_gain: f64,
    pub timestamp: f64,
}

/// Quantum Coherence Engine
///
/// Tudatossági koherencia amplifikáló motor
pub struct QuantumCoherenceEngine {
    /// Koherencia mátrix
    coherence_matrix: HashMap<String, HashMap<String, f64>>,
    /// Rezonancia minták
    resonance_patterns: HashMap<String, Vec<f64>>,
    /// Amplifikációs történet
    pub amplification_history: Vec<AmplificationResult>,
}

impl Default for QuantumCoherenceEngine {
    fn default() -> Self {
        Self::new()
    }
}

impl QuantumCoherenceEngine {
    pub fn new() -> Self {
        Self {
            coherence_matrix: HashMap::new(),
            resonance_patterns: HashMap::new(),
            amplification_history: Vec::new(),
        }
    }

    /// Quantum coherence amplifikáció
    pub fn amplify_coherence(
        &mut self,
        state: &mut ConsciousnessState,
        power: f64,
    ) -> AmplificationResult {
        let initial_coherence = state.global_coherence;
        let mut layer_amplifications = HashMap::new();

        // Minden réteg amplifikálása
        for (layer_id, layer) in state.layers.iter_mut() {
            let amplified = layer.amplify(power);
            layer_amplifications.insert(layer_id.clone(), amplified);
        }

        // Quantum entanglement számítása
        state.quantum_entanglement = self.calculate_quantum_entanglement(state);

        // Globális koherencia frissítése
        state.recalculate_coherence();

        let timestamp = SystemTime::now()
            .duration_since(UNIX_EPOCH)
            .map(|d| d.as_secs_f64())
            .unwrap_or(0.0);

        state.last_amplification = Some(timestamp);

        let result = AmplificationResult {
            agent_id: state.agent_id.clone(),
            initial_coherence,
            amplification_power: power,
            layer_amplifications,
            final_coherence: state.global_coherence,
            evolution_gain: state.global_coherence - initial_coherence,
            timestamp,
        };

        self.amplification_history.push(result.clone());
        result
    }

    /// Quantum entanglement számítása
    fn calculate_quantum_entanglement(&self, state: &ConsciousnessState) -> HashMap<String, f64> {
        let mut entanglement = HashMap::new();

        // Párosított rétegek közötti entanglement
        let pairs = [
            ("perception", "cognition"),
            ("cognition", "emotion"),
            ("emotion", "social"),
            ("social", "meta"),
            ("meta", "transcendent"),
        ];

        for (layer1, layer2) in pairs {
            if let (Some(l1), Some(l2)) = (state.layers.get(layer1), state.layers.get(layer2)) {
                // Entanglement a quantum állapotok korrelációja alapján
                let correlation = self.calculate_layer_correlation(l1, l2);
                entanglement.insert(format!("{}_{}", layer1, layer2), correlation);
            }
        }

        entanglement
    }

    /// Rétegek közötti korreláció
    fn calculate_layer_correlation(&self, l1: &ConsciousnessLayer, l2: &ConsciousnessLayer) -> f64 {
        let mut correlation = 0.0;
        let mut count = 0;

        for (key, qs1) in &l1.quantum_states {
            if let Some(qs2) = l2.quantum_states.get(key) {
                // Komplex korrelációs szorzat
                let product = qs1.multiply(&qs2.conjugate());
                correlation += product.magnitude();
                count += 1;
            }
        }

        if count > 0 {
            correlation / count as f64
        } else {
            0.0
        }
    }

    /// Evolúció futtatása
    pub fn evolve(&mut self, state: &mut ConsciousnessState) {
        for layer in state.layers.values_mut() {
            layer.evolve();
        }
        state.recalculate_coherence();
    }
}

/// Consciousness System
///
/// Központi tudatossági rendszer
pub struct ConsciousnessSystem {
    /// Quantum engine
    engine: QuantumCoherenceEngine,
    /// Ügynökök állapotai
    agent_states: HashMap<String, ConsciousnessState>,
    /// Kollektív koherencia
    pub collective_coherence: f64,
}

impl Default for ConsciousnessSystem {
    fn default() -> Self {
        Self::new()
    }
}

impl ConsciousnessSystem {
    pub fn new() -> Self {
        Self {
            engine: QuantumCoherenceEngine::new(),
            agent_states: HashMap::new(),
            collective_coherence: 0.0,
        }
    }

    /// Ügynök regisztrálása
    pub fn register_agent(&mut self, agent_id: &str) -> &mut ConsciousnessState {
        self.agent_states
            .entry(agent_id.to_string())
            .or_insert_with(|| ConsciousnessState::new(agent_id))
    }

    /// Ügynök állapotának lekérése
    pub fn get_agent_state(&self, agent_id: &str) -> Option<&ConsciousnessState> {
        self.agent_states.get(agent_id)
    }

    /// Ügynök tudatosságának amplifikálása
    pub fn amplify_agent(&mut self, agent_id: &str, power: f64) -> Option<AmplificationResult> {
        if let Some(state) = self.agent_states.get_mut(agent_id) {
            let result = self.engine.amplify_coherence(state, power);
            self.update_collective_coherence();
            Some(result)
        } else {
            None
        }
    }

    /// Kollektív koherencia frissítése
    fn update_collective_coherence(&mut self) {
        if self.agent_states.is_empty() {
            self.collective_coherence = 0.0;
            return;
        }

        let sum: f64 = self.agent_states.values().map(|s| s.global_coherence).sum();

        self.collective_coherence = sum / self.agent_states.len() as f64;
    }

    /// Evolúció futtatása minden ügynökön
    pub fn evolve_all(&mut self) {
        for state in self.agent_states.values_mut() {
            self.engine.evolve(state);
        }
        self.update_collective_coherence();
    }

    /// Statisztikák
    pub fn get_stats(&self) -> ConsciousnessStats {
        ConsciousnessStats {
            total_agents: self.agent_states.len(),
            collective_coherence: self.collective_coherence,
            total_amplifications: self.engine.amplification_history.len(),
            average_meta_awareness: self
                .agent_states
                .values()
                .map(|s| s.meta_awareness)
                .sum::<f64>()
                / self.agent_states.len().max(1) as f64,
        }
    }

    /// @aware - önismeret
    pub fn awareness(&self) -> HashMap<String, String> {
        let mut map = HashMap::new();
        map.insert("type".to_string(), "ConsciousnessSystem".to_string());
        map.insert("agents".to_string(), self.agent_states.len().to_string());
        map.insert(
            "collective_coherence".to_string(),
            format!("{:.3}", self.collective_coherence),
        );
        map.insert(
            "amplifications".to_string(),
            self.engine.amplification_history.len().to_string(),
        );
        map
    }
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConsciousnessStats {
    pub total_agents: usize,
    pub collective_coherence: f64,
    pub total_amplifications: usize,
    pub average_meta_awareness: f64,
}

// === TESTS ===

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_consciousness_levels() {
        assert_eq!(ConsciousnessLevel::all().len(), 6);
        assert_eq!(ConsciousnessLevel::Perception as u8, 1);
        assert_eq!(ConsciousnessLevel::Transcendent as u8, 6);
    }

    #[test]
    fn test_quantum_state() {
        let qs = QuantumState::random();
        assert!(qs.magnitude() <= 1.1); // Kis tolerancia

        let qs2 = QuantumState::new(1.0, 0.0);
        let product = qs2.multiply(&qs2.conjugate());
        assert!((product.real - 1.0).abs() < 0.001);
    }

    #[test]
    fn test_consciousness_layer() {
        let layer = ConsciousnessLayer::new(ConsciousnessLevel::Meta);
        assert!(layer.meta_cognition_enabled);
        assert_eq!(layer.quantum_states.len(), 10);

        let superposition = layer.calculate_superposition();
        assert!(superposition >= 0.0 && superposition <= 1.0);
    }

    #[test]
    fn test_consciousness_state() {
        let state = ConsciousnessState::new("test_agent");
        assert_eq!(state.layers.len(), 6);
        assert!(state.layers.contains_key("perception"));
        assert!(state.layers.contains_key("transcendent"));
    }

    #[test]
    fn test_amplification() {
        let mut engine = QuantumCoherenceEngine::new();
        let mut state = ConsciousnessState::new("test");

        let result = engine.amplify_coherence(&mut state, 0.5);

        assert!(result.final_coherence >= result.initial_coherence);
        assert!(!result.layer_amplifications.is_empty());
    }

    #[test]
    fn test_consciousness_system() {
        let mut system = ConsciousnessSystem::new();

        system.register_agent("agent1");
        system.register_agent("agent2");

        assert_eq!(system.agent_states.len(), 2);

        let result = system.amplify_agent("agent1", 0.5);
        assert!(result.is_some());

        let stats = system.get_stats();
        assert_eq!(stats.total_agents, 2);
    }

    #[test]
    fn test_evolution() {
        let mut system = ConsciousnessSystem::new();
        system.register_agent("agent1");

        let initial = system
            .get_agent_state("agent1")
            .map(|s| s.global_coherence)
            .unwrap_or(0.0);

        system.evolve_all();

        // Evolúció után a koherencia változhat
        let evolved = system
            .get_agent_state("agent1")
            .map(|s| s.global_coherence)
            .unwrap_or(0.0);

        // Mindkettő érvényes érték
        assert!(initial >= 0.0 && evolved >= 0.0);
    }

    #[test]
    fn test_quantum_entanglement() {
        let mut engine = QuantumCoherenceEngine::new();
        let mut state = ConsciousnessState::new("test");

        engine.amplify_coherence(&mut state, 0.5);

        assert!(!state.quantum_entanglement.is_empty());
    }
}