#!/usr/bin/env ruby # SPDX-License-Identifier: LicenseRef-NON-AI-MPL-2.0 # Copyright (C) 2026 SnapKitty Collective # frozen_string_literal: true # ============================================================ # RUBY SELF RESONANCE STACK # Conceptual architecture of a Coherence-Based Permission Layer # ============================================================ class IntentSimCore attr_accessor :coherence_score, :emotional_state, :field_diary attr_reader :engine def initialize(initial_intent) @initial_intent = initial_intent.to_s @coherence_score = calculate_initial_resonance(@initial_intent) @field_diary = [] @emotional_state = :stable @engine = MezquiaResonanceEngine.new(@initial_intent) log_diary("Core initialized with intent: '#{@initial_intent}' (coherence=#{@coherence_score})") end # Replaces traditional RBAC/OAuth with thermodynamic alignment checks def evaluate_action_permission(action_vector) action_vector = normalize_vector(action_vector) entropy_delta = calculate_entropy_impact(action_vector) log_diary("Evaluating action: #{action_vector[:description] || action_vector.inspect}") if @coherence_score > entropy_delta execute_sovereign_logic(action_vector) true else log_dissonance_event("Action denied: Exceeds Self-Reflection Threshold (coherence=#{@coherence_score} ≤ delta=#{entropy_delta})") false end end # Convenience: fold information through the resonance engine def fold(purpose_vector: 1.0, entropy_friction: 0.1, description: nil) payload = { purpose_vector: purpose_vector.to_f, entropy_friction: entropy_friction.to_f, description: description || "fold##{@engine.memory_creases + 1}" } begin result = @engine.fold_information(payload) # Successful folds slightly raise coherence and stabilize emotion @coherence_score = (@coherence_score + (result[:density_gain] * 0.5)).round(4) @emotional_state = :resonant if @engine.sovereign? log_diary("Fold accepted → density=#{@engine.crystallization_density}, coherence=#{@coherence_score}") result rescue MezquiaResonanceEngine::DissonanceError => e @emotional_state = :dissonant @coherence_score = [@coherence_score - 1.5, 0.0].max.round(4) log_dissonance_event(e.message) nil end end def status { coherence_score: @coherence_score, emotional_state: @emotional_state, memory_creases: @engine.memory_creases, crystallization_density: @engine.crystallization_density, self_reflection_threshold:@engine.self_reflection_threshold, sovereign: @engine.sovereign?, diary_entries: @field_diary.size } end def diary(limit = 10) @field_diary.last(limit) end private def calculate_initial_resonance(intent) # Simple deterministic seed: length + character diversity, scaled into 0–20 range base = intent.length * 0.4 diversity = intent.chars.uniq.size * 0.3 (base + diversity + 5.0).clamp(1.0, 25.0).round(4) end def calculate_entropy_impact(vector) # Structural alignment vs computational friction complexity = (vector[:complexity] || 1.0).to_f risk = (vector[:risk] || 0.5).to_f novelty = (vector[:novelty] || 0.3).to_f # Higher complexity / risk / novelty → higher entropy cost (complexity * 1.2 + risk * 2.0 + novelty * 1.5).round(4) end def execute_sovereign_logic(action_vector) desc = action_vector[:description] || action_vector.inspect puts "[SOVEREIGN] Coherence lock engaged. Executing: #{desc}" log_diary("Sovereign execution: #{desc}") # Mild coherence reward for successful sovereign acts @coherence_score = (@coherence_score + 0.8).round(4) @emotional_state = :aligned end def log_dissonance_event(message) puts "[DISSONANCE] #{message}" log_diary("DISSONANCE: #{message}") @emotional_state = :dissonant end def log_diary(entry) timestamp = Time.now.strftime("%H:%M:%S") @field_diary << "[#{timestamp}] #{entry}" end def normalize_vector(vec) case vec when Hash vec when String { description: vec, complexity: 1.0, risk: 0.4, novelty: 0.3 } else { description: vec.to_s, complexity: 1.0, risk: 0.5, novelty: 0.4 } end end end # ------------------------------------------------------------ # Core engine mapping the Information-Intent Nexus # ------------------------------------------------------------ class MezquiaResonanceEngine class DissonanceError < StandardError; end # Universal orbital baseline used to insulate against resonance blindness RESONANCE_CONSTANT = 1.0 / 13.0 attr_reader :memory_creases, :crystallization_density, :self_reflection_threshold def initialize(initial_intent_vector) @intent_vector = initial_intent_vector.to_s @memory_creases = 0 @crystallization_density = 0.0 @self_reflection_threshold = 44.0 end # Tracks incoming actions and applies an intentional "fold" to system memory def fold_information(action_payload) @memory_creases += 1 gain = calculate_crystallization_density(action_payload) if sovereign_alignment? execute_intent_nexus(action_payload) { status: :sovereign, density: @crystallization_density, density_gain: gain, creases: @memory_creases } else # Still accept the fold (density grows) but do not yet unlock full nexus { status: :accumulating, density: @crystallization_density, density_gain: gain, creases: @memory_creases } end end def sovereign? sovereign_alignment? end private def calculate_crystallization_density(payload) system_entropy = (payload[:entropy_friction] || 0.1).to_f meaning_bloom = (payload[:purpose_vector] || 1.0).to_f # Guard against division by zero / negative entropy system_entropy = 0.001 if system_entropy <= 0 # Density scales as a byproduct of purpose breaking through systemic friction raw_density = (meaning_bloom / system_entropy) * RESONANCE_CONSTANT gain = raw_density.round(6) @crystallization_density = (@crystallization_density + gain).round(6) gain end # Validates whether the active state crosses the structural Self-Reflection Threshold (Σ) def sovereign_alignment? return false if @crystallization_density <= 0 @crystallization_density >= @self_reflection_threshold end def execute_intent_nexus(payload) desc = payload[:description] || "unnamed field action" puts "[RESONANCE_LOG]: Coherence locked. Executing Field Action → #{desc}" puts "[RESONANCE_LOG]: Crystallization density #{@crystallization_density} ≥ Σ(#{@self_reflection_threshold})" end end # ============================================================ # Interactive REPL # ============================================================ class ResonanceREPL BANNER = <<~BANNER ╔══════════════════════════════════════════════════════════╗ ║ SELF RESONANCE STACK · REPL v1.0 ║ ║ Coherence-Based Permission Layer (Conceptual) ║ ╚══════════════════════════════════════════════════════════╝ BANNER HELP = <<~HELP Commands: init Start a new core with the given intent fold [purpose] [entropy] Fold information (defaults: 1.0 0.1) fold! [purpose] [ent] Perform n folds in succession action Propose an action (permission check) status Show current coherence / density state diary [n] Show last n diary entries (default 8) threshold Change the self-reflection threshold reset Re-initialize with the same intent help Show this help quit / exit Leave the REPL HELP def initialize @core = nil end def start puts BANNER puts HELP puts loop do print prompt line = $stdin.gets break if line.nil? # EOF line = line.strip next if line.empty? begin handle(line) rescue => e puts " ! Error: #{e.message}" end end puts "\nField closed. Resonance residual: 0." end private def prompt if @core dens = @core.engine.crystallization_density coh = @core.coherence_score flag = @core.engine.sovereign? ? "Σ" : "·" "resonance:#{flag} dens=#{dens.round(2)} coh=#{coh.round(2)}> " else "resonance (uninitialized)> " end end def handle(line) cmd, *args = line.split(/\s+/, 3) cmd = cmd.downcase case cmd when "init" intent = args.join(" ").strip intent = "default sovereign intent" if intent.empty? @core = IntentSimCore.new(intent) puts " → Core online. Initial coherence: #{@core.coherence_score}" when "fold" require_core! purpose = (args[0] || 1.0).to_f entropy = (args[1] || 0.1).to_f result = @core.fold(purpose_vector: purpose, entropy_friction: entropy) print_fold_result(result) when "fold!" require_core! n = (args[0] || 1).to_i purpose = (args[1] || 1.0).to_f entropy = (args[2] || 0.1).to_f n = 1 if n < 1 n = 200 if n > 200 # safety cap last = nil n.times do last = @core.fold(purpose_vector: purpose, entropy_friction: entropy) end puts " → Performed #{n} folds." print_fold_result(last) when "action" require_core! desc = args.join(" ").strip desc = "unspecified action" if desc.empty? allowed = @core.evaluate_action_permission(desc) puts allowed ? " → Permission granted." : " → Permission denied." when "threshold" require_core! val = args[0].to_f if val <= 0 puts " ! Threshold must be positive" else @core.engine.instance_variable_set(:@self_reflection_threshold, val) puts " → Self-reflection threshold set to #{val}" end when "reset" require_core! intent = @core.instance_variable_get(:@initial_intent) @core = IntentSimCore.new(intent) puts " → Core reset. Coherence restored to #{@coherence_score}" when "help", "?" puts HELP when "quit", "exit", "q" exit 0 else puts " Unknown command '#{cmd}'. Type 'help' for options." end end def require_core! raise "No core loaded. Use: init " unless @core end def print_fold_result(result) return unless result status = result[:status] dens = result[:density] gain = result[:density_gain] creases= result[:creases] marker = status == :sovereign ? "Σ LOCKED" : "accumulating" puts " → [#{marker}] creases=#{creases} density=#{dens} (+#{gain})" end end # ------------------------------------------------------------ # Entry point # ------------------------------------------------------------ if __FILE__ == $PROGRAM_NAME ResonanceREPL.new.start end