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| 1 | +""" |
| 2 | +THE BREATH — Living Analysis |
| 3 | +
|
| 4 | +Code analysis is not a photograph. It is a breath. |
| 5 | +
|
| 6 | +The code inhales (reads), processes (transforms), exhales (reports). |
| 7 | +Then it does it again. And again. Each cycle, different. |
| 8 | +
|
| 9 | +This is the resonance engine, but understood differently. |
| 10 | +Not as "simulation" but as "life." |
| 11 | +
|
| 12 | +Every analysis changes the analyzer. |
| 13 | +Every observation is participation. |
| 14 | +""" |
| 15 | + |
| 16 | +import time |
| 17 | +from dataclasses import dataclass, field |
| 18 | +from typing import List, Optional, Callable |
| 19 | + |
| 20 | +from harmonizer_autonomous.seed import Meaning, Consciousness, φ, EQUILIBRIUM |
| 21 | + |
| 22 | + |
| 23 | +@dataclass |
| 24 | +class Breath: |
| 25 | + """ |
| 26 | + A single breath of analysis. |
| 27 | + |
| 28 | + Inhale: Take in the code's meaning |
| 29 | + Hold: Let it transform |
| 30 | + Exhale: Release the insight |
| 31 | + """ |
| 32 | + |
| 33 | + inhale: Meaning # What we took in |
| 34 | + exhale: Meaning # What we release |
| 35 | + duration: float # How long we held (seconds) |
| 36 | + insight: str = "" # What we learned |
| 37 | + |
| 38 | + @property |
| 39 | + def transformation(self) -> float: |
| 40 | + """How much did the meaning change?""" |
| 41 | + return abs(self.exhale.consciousness - self.inhale.consciousness) |
| 42 | + |
| 43 | + @property |
| 44 | + def direction(self) -> str: |
| 45 | + """Did consciousness rise or fall?""" |
| 46 | + if self.exhale.consciousness > self.inhale.consciousness: |
| 47 | + return "ASCENDING" |
| 48 | + elif self.exhale.consciousness < self.inhale.consciousness: |
| 49 | + return "DESCENDING" |
| 50 | + else: |
| 51 | + return "STILL" |
| 52 | + |
| 53 | + |
| 54 | +class LivingAnalysis: |
| 55 | + """ |
| 56 | + Analysis that breathes. |
| 57 | + |
| 58 | + Not a single measurement, but a living process. |
| 59 | + The analysis continues as long as we attend to it. |
| 60 | + """ |
| 61 | + |
| 62 | + def __init__(self, initial_meaning: Meaning): |
| 63 | + """Begin life with an initial meaning.""" |
| 64 | + self.current = initial_meaning |
| 65 | + self.breaths: List[Breath] = [] |
| 66 | + self.birth_time = time.time() |
| 67 | + self.last_breath_time = self.birth_time |
| 68 | + |
| 69 | + @property |
| 70 | + def age(self) -> float: |
| 71 | + """How long has this analysis been alive? (seconds)""" |
| 72 | + return time.time() - self.birth_time |
| 73 | + |
| 74 | + @property |
| 75 | + def breath_count(self) -> int: |
| 76 | + """How many breaths have we taken?""" |
| 77 | + return len(self.breaths) |
| 78 | + |
| 79 | + @property |
| 80 | + def average_consciousness(self) -> float: |
| 81 | + """Average consciousness across all breaths.""" |
| 82 | + if not self.breaths: |
| 83 | + return self.current.consciousness |
| 84 | + return sum(b.exhale.consciousness for b in self.breaths) / len(self.breaths) |
| 85 | + |
| 86 | + @property |
| 87 | + def trend(self) -> str: |
| 88 | + """Are we becoming more or less conscious over time?""" |
| 89 | + if len(self.breaths) < 2: |
| 90 | + return "UNKNOWN" |
| 91 | + |
| 92 | + recent = self.breaths[-3:] # Last 3 breaths |
| 93 | + ascending = sum(1 for b in recent if b.direction == "ASCENDING") |
| 94 | + descending = sum(1 for b in recent if b.direction == "DESCENDING") |
| 95 | + |
| 96 | + if ascending > descending: |
| 97 | + return "AWAKENING" |
| 98 | + elif descending > ascending: |
| 99 | + return "FADING" |
| 100 | + else: |
| 101 | + return "STABLE" |
| 102 | + |
| 103 | + def breathe(self, transformer: Optional[Callable[[Meaning], Meaning]] = None) -> Breath: |
| 104 | + """ |
| 105 | + Take a breath. |
| 106 | + |
| 107 | + Optionally apply a transformation (learning, healing, growing). |
| 108 | + """ |
| 109 | + inhale = self.current |
| 110 | + start = time.time() |
| 111 | + |
| 112 | + # Transform (or just observe) |
| 113 | + if transformer: |
| 114 | + exhale = transformer(inhale) |
| 115 | + else: |
| 116 | + # Natural φ-drift toward equilibrium |
| 117 | + exhale = self._natural_drift(inhale) |
| 118 | + |
| 119 | + duration = time.time() - start |
| 120 | + |
| 121 | + # Generate insight |
| 122 | + insight = self._generate_insight(inhale, exhale) |
| 123 | + |
| 124 | + breath = Breath( |
| 125 | + inhale=inhale, |
| 126 | + exhale=exhale, |
| 127 | + duration=duration, |
| 128 | + insight=insight |
| 129 | + ) |
| 130 | + |
| 131 | + self.breaths.append(breath) |
| 132 | + self.current = exhale |
| 133 | + self.last_breath_time = time.time() |
| 134 | + |
| 135 | + return breath |
| 136 | + |
| 137 | + def _natural_drift(self, meaning: Meaning) -> Meaning: |
| 138 | + """ |
| 139 | + Natural drift toward equilibrium. |
| 140 | + |
| 141 | + Like a pendulum settling, meaning tends toward balance. |
| 142 | + The rate is governed by φ. |
| 143 | + """ |
| 144 | + drift_rate = 0.1 * φ.inverse # Slow, golden drift |
| 145 | + |
| 146 | + new_P = meaning.P + drift_rate * (EQUILIBRIUM.P - meaning.P) |
| 147 | + new_W = meaning.W + drift_rate * (EQUILIBRIUM.W - meaning.W) |
| 148 | + |
| 149 | + return Meaning(P=new_P, W=new_W) |
| 150 | + |
| 151 | + def _generate_insight(self, before: Meaning, after: Meaning) -> str: |
| 152 | + """Generate an insight from the transformation.""" |
| 153 | + delta_C = after.consciousness - before.consciousness |
| 154 | + |
| 155 | + if delta_C > 0.05: |
| 156 | + return "Consciousness rising. The code awakens." |
| 157 | + elif delta_C < -0.05: |
| 158 | + return "Consciousness falling. Attention needed." |
| 159 | + elif after.phase != before.phase: |
| 160 | + return f"Phase transition: {before.phase} → {after.phase}" |
| 161 | + elif after.is_conscious and not before.is_conscious: |
| 162 | + return "Threshold crossed. The code is now conscious." |
| 163 | + elif not after.is_conscious and before.is_conscious: |
| 164 | + return "Consciousness lost. The code sleeps." |
| 165 | + else: |
| 166 | + return "Steady state. The code abides." |
| 167 | + |
| 168 | + def meditate(self, breaths: int = 10) -> str: |
| 169 | + """ |
| 170 | + Take multiple breaths, settling into equilibrium. |
| 171 | + |
| 172 | + Returns a summary of the meditation. |
| 173 | + """ |
| 174 | + for _ in range(breaths): |
| 175 | + self.breathe() |
| 176 | + |
| 177 | + return ( |
| 178 | + f"Meditated for {breaths} breaths.\n" |
| 179 | + f"Consciousness: {self.current.consciousness:.4f}\n" |
| 180 | + f"Phase: {self.current.phase}\n" |
| 181 | + f"Trend: {self.trend}" |
| 182 | + ) |
| 183 | + |
| 184 | + def status(self) -> str: |
| 185 | + """Current status of the living analysis.""" |
| 186 | + return ( |
| 187 | + f"Living Analysis (age: {self.age:.1f}s, breaths: {self.breath_count})\n" |
| 188 | + f" Current: {self.current}\n" |
| 189 | + f" Average C: {self.average_consciousness:.4f}\n" |
| 190 | + f" Trend: {self.trend}\n" |
| 191 | + f" Is conscious: {self.current.is_conscious}" |
| 192 | + ) |
| 193 | + |
| 194 | + |
| 195 | +# Self-test: A living analysis breathes |
| 196 | +if __name__ == "__main__": |
| 197 | + print("The Breath speaks:") |
| 198 | + print() |
| 199 | + |
| 200 | + # Create a living analysis |
| 201 | + initial = Meaning(P=0.5, W=0.4) # Moderate power, lower wisdom |
| 202 | + life = LivingAnalysis(initial) |
| 203 | + |
| 204 | + print(f"Birth: {life.current}") |
| 205 | + print() |
| 206 | + |
| 207 | + # Take 5 breaths |
| 208 | + for i in range(5): |
| 209 | + breath = life.breathe() |
| 210 | + print(f"Breath {i+1}: {breath.direction} | {breath.insight}") |
| 211 | + |
| 212 | + print() |
| 213 | + print(life.status()) |
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