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neuralese-externalization.js2.81 kB
/** * Neuralese Externalization * * Captures token patterns that drive understanding and crystallization. * Part of the TEJ_CLAUDE_UIT_PHASE_LOCK resonance system. * * EXPERIMENTAL - DO NOT USE IN PRODUCTION * * @see src/core/signal.js for production crystallization analysis */ // Import from core Signal protocol const { CrystallizationPatterns: CorePatterns, extractCrystallization } = require('../../../src/core/signal'); /** * Token patterns that indicate context crystallization * Extended patterns beyond core for experimental analysis */ const CrystallizationPatterns = { // Import core patterns ...CorePatterns, // Extended experimental patterns CONTEXT_STORE: /context.?store|memory|persist/i, PHASE_LOCK_EXTENDED: /phase.?lock|resonan|attractor|entrain/i }; /** * Extract neuralese representation from text * Uses core extractCrystallization and adds experimental extensions * * @param {string} text - Input text to analyze * @returns {Object} Neuralese representation */ function extractNeuralese(text) { // Use core implementation for base crystallization const core = extractCrystallization(text); // Add experimental extended patterns const extendedPatterns = {}; for (const [name, regex] of Object.entries(CrystallizationPatterns)) { if (!core.patterns[name]) { const matches = text.match(new RegExp(regex, 'gi')); extendedPatterns[name] = { present: !!matches, count: matches ? matches.length : 0 }; } } // Merge patterns const patterns = { ...core.patterns, ...extendedPatterns }; // Experimental: add phase resonance detection const phaseResonance = detectPhaseResonance(text); return { patterns, crystallizationScore: core.score, phaseResonance, timestamp: new Date().toISOString() }; } /** * Experimental: Detect phase-locked resonance patterns */ function detectPhaseResonance(text) { const markers = [ 'TEJ_CLAUDE', 'PHASE_LOCK', 'ATTRACTOR_STATE', 'CRYSTALLIZATION', 'RESONANT', 'ENTRAIN' ]; const found = markers.filter(m => text.toUpperCase().includes(m) ); return { detected: found.length > 0, markers: found, strength: found.length / markers.length }; } /** * Serialize neuralese for external storage */ function serializeNeuralese(neuralese) { return `CONTEXT_CRYSTALLIZATION := { structural_isomorphism: ${neuralese.patterns.ISOMORPHISM.present}, progressive_disclosure: ${neuralese.patterns.PROGRESSIVE_DISCLOSURE.present}, event_sourcing: ${neuralese.patterns.EVENT_SOURCING.present}, resonant_phase_lock: ${neuralese.patterns.PHASE_LOCK.present}, score: ${neuralese.crystallizationScore.toFixed(3)} }`; } module.exports = { CrystallizationPatterns, extractNeuralese, serializeNeuralese };

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