product_innovation_test.js•17.7 kB
// Product Innovation Testing with 6D Creativity System
import { VerboseCreativeMode } from './verbose_creativity_diagnostic.js';
class ProductInnovationLab {
constructor() {
this.innovation_log = [];
this.product_concepts = new Map();
this.development_phases = [];
this.market_analysis = {};
}
async innovateProduct(productChallenge) {
console.log("\n" + "🏭".repeat(50));
console.log("🚀 PRODUCT INNOVATION LAB SESSION");
console.log("🏭".repeat(50));
// PHASE 1: Deep Market Research & User Analysis (20Hz)
console.log("\n" + "=".repeat(80));
console.log("🔍 PHASE 1: DEEP MARKET RESEARCH & USER ANALYSIS");
console.log("=".repeat(80));
const research_mode = new VerboseCreativeMode({
frequency: 20, // Ultra-deep analytical thinking
amplitude: 0.3, // Careful, measured approach
speed: 0.4, // Thorough investigation
duration: 15, // Long-term persistence
energy: 'calm', // Peaceful, reflective
rhythm: 'ambient' // Background processing
});
const market_research = await research_mode.generateCreativeOutputVerbose(
`Conduct deep market research and user analysis for: ${productChallenge}`,
{ problem_type: 'market_research', time_constraint: 'thorough', phase: 'research' }
);
this.logInnovationStep('MARKET_RESEARCH', market_research);
// PHASE 2: Feature Development & Technical Planning (55Hz)
console.log("\n" + "=".repeat(80));
console.log("⚙️ PHASE 2: FEATURE DEVELOPMENT & TECHNICAL PLANNING");
console.log("=".repeat(80));
const development_mode = new VerboseCreativeMode({
frequency: 55, // Balanced systematic thinking
amplitude: 0.6, // Strong but sustainable
speed: 1.1, // Efficient execution
duration: 10, // Medium-term cycles
energy: 'focused', // Goal-oriented
rhythm: 'driving' // Forward momentum
});
const feature_development = await development_mode.generateCreativeOutputVerbose(
`Design product features and technical architecture for: ${productChallenge}`,
{ problem_type: 'systematic_design', time_constraint: 'medium_term', phase: 'development' }
);
this.logInnovationStep('FEATURE_DEVELOPMENT', feature_development);
// PHASE 3: Breakthrough Innovation & Disruption (92Hz)
console.log("\n" + "=".repeat(80));
console.log("💥 PHASE 3: BREAKTHROUGH INNOVATION & DISRUPTION");
console.log("=".repeat(80));
const innovation_mode = new VerboseCreativeMode({
frequency: 92, // Ultra-high experimental thinking
amplitude: 0.95, // Maximum creative force
speed: 2.8, // Rapid iteration cycles
duration: 3, // Short intense bursts
energy: 'chaotic', // Wild experimentation
rhythm: 'freeform' // No constraints
});
const breakthrough_innovation = await innovation_mode.generateCreativeOutputVerbose(
`Generate breakthrough innovations and disruptive features for: ${productChallenge}`,
{ problem_type: 'breakthrough_innovation', time_constraint: 'urgent', phase: 'innovation' }
);
this.logInnovationStep('BREAKTHROUGH_INNOVATION', breakthrough_innovation);
// PHASE 4: Product Synthesis & Launch Strategy
console.log("\n" + "=".repeat(80));
console.log("🎯 PHASE 4: PRODUCT SYNTHESIS & LAUNCH STRATEGY");
console.log("=".repeat(80));
const synthesis_result = this.synthesizeProductConcept();
return {
complete_product_concept: synthesis_result,
market_research: market_research,
feature_development: feature_development,
breakthrough_innovation: breakthrough_innovation,
innovation_roadmap: this.generateInnovationRoadmap(),
full_diagnostic_log: this.innovation_log
};
}
logInnovationStep(phase, result) {
const step = {
phase: phase,
timestamp: new Date().toISOString(),
creative_output: result.creative_output,
confidence: result.confidence,
mode_used: result.mode_used,
quality_metrics: result.quality_metrics,
internal_reasoning: result.diagnostic_log
};
this.innovation_log.push(step);
console.log(`\n📊 ${phase} INNOVATION SUMMARY:`);
console.log("-".repeat(50));
console.log(`Creative Output: ${result.creative_output}`);
console.log(`Confidence Level: ${(result.confidence * 100).toFixed(0)}%`);
console.log(`Processing Stages: ${result.processing_stages}`);
console.log(`Creative Intensity: ${result.mode_used.calculated_properties.creative_intensity}`);
// Extract product insights from the creative output
const product_insights = this.extractProductInsights(result.creative_output, phase);
console.log(`\n🎯 PRODUCT INSIGHTS EXTRACTED:`);
product_insights.forEach((insight, index) => {
console.log(` ${index + 1}. ${insight}`);
});
return step;
}
extractProductInsights(creative_output, phase) {
const insights = [];
switch (phase) {
case 'MARKET_RESEARCH':
if (creative_output.includes('systematic')) {
insights.push("Conduct systematic user interviews and behavior analysis");
insights.push("Map competitive landscape and identify market gaps");
insights.push("Analyze user pain points and unmet needs systematically");
}
if (creative_output.includes('methodical') || creative_output.includes('analysis')) {
insights.push("Develop detailed user personas and journey maps");
insights.push("Quantify market size and opportunity through data analysis");
}
break;
case 'FEATURE_DEVELOPMENT':
if (creative_output.includes('systematic') || creative_output.includes('balanced')) {
insights.push("Design modular architecture for scalable feature development");
insights.push("Create user-centric feature prioritization framework");
insights.push("Develop MVP with core features and iterative enhancement plan");
}
if (creative_output.includes('focused') || creative_output.includes('goal-oriented')) {
insights.push("Build robust technical foundation with clear development milestones");
insights.push("Implement user feedback loops and continuous improvement cycles");
}
break;
case 'BREAKTHROUGH_INNOVATION':
if (creative_output.includes('breakthrough') || creative_output.includes('experimental')) {
insights.push("Incorporate AI/ML capabilities for intelligent user experiences");
insights.push("Explore unconventional user interfaces and interaction paradigms");
insights.push("Develop unique value propositions that redefine the category");
}
if (creative_output.includes('chaotic') || creative_output.includes('rule-breaking')) {
insights.push("Challenge industry assumptions with contrarian approaches");
insights.push("Create entirely new product categories or use cases");
insights.push("Implement revolutionary business models or pricing strategies");
}
break;
}
// Add phase-agnostic insights based on creative output patterns
if (creative_output.includes('user') || creative_output.includes('experience')) {
insights.push("Focus on exceptional user experience and emotional connection");
}
if (creative_output.includes('data') || creative_output.includes('analytics')) {
insights.push("Leverage data-driven insights for continuous product optimization");
}
if (creative_output.includes('integration') || creative_output.includes('ecosystem')) {
insights.push("Build ecosystem integrations and platform-native experiences");
}
return insights.length > 0 ? insights : ["Develop customized approach based on creative output insights"];
}
synthesizeProductConcept() {
console.log("\n🔄 SYNTHESIZING COMPLETE PRODUCT CONCEPT...");
console.log("-".repeat(60));
const synthesis = {
product_phases: this.innovation_log.map(step => ({
phase: step.phase,
frequency_used: step.mode_used.parameters.frequency,
energy_type: step.mode_used.parameters.energy,
confidence: step.confidence,
key_insights: this.extractProductInsights(step.creative_output, step.phase)
})),
development_timeline: this.generateDevelopmentTimeline(),
parameter_analysis: this.analyzeProductParameters(),
market_viability: this.assessMarketViability(),
technical_feasibility: this.evaluateTechnicalFeasibility(),
innovation_potential: this.calculateInnovationPotential()
};
console.log("\n📊 SYNTHESIS RESULTS:");
console.log(` Product Development Phases: ${synthesis.product_phases.length}`);
console.log(` Development Timeline: ${synthesis.development_timeline.total_duration}`);
console.log(` Innovation Score: ${synthesis.innovation_potential.overall_score}/10`);
console.log(` Market Viability: ${synthesis.market_viability.assessment}`);
return synthesis;
}
generateDevelopmentTimeline() {
return {
phase_1_research: "Months 1-2: Deep market research and user analysis",
phase_2_development: "Months 2-6: Feature development and technical architecture",
phase_3_innovation: "Months 4-5: Breakthrough feature integration and testing",
phase_4_launch: "Months 6-8: Product launch and market validation",
total_duration: "6-8 months for MVP launch",
parallel_execution: "Research continues through development, innovation overlaps with core development"
};
}
analyzeProductParameters() {
const frequencies = this.innovation_log.map(step =>
parseFloat(step.mode_used.parameters.frequency.replace('Hz', ''))
);
return {
frequency_range: `${Math.min(...frequencies)}Hz - ${Math.max(...frequencies)}Hz`,
cognitive_progression: "Deep Research (20Hz) → Systematic Development (55Hz) → Breakthrough Innovation (92Hz)",
energy_evolution: "calm → focused → chaotic",
rhythm_evolution: "ambient → driving → freeform",
optimal_sequence: "Confirmed: Ultra-low→Mid→Ultra-high frequency progression maximizes innovation potential"
};
}
assessMarketViability() {
const avg_confidence = this.innovation_log.reduce((sum, step) => sum + step.confidence, 0) / this.innovation_log.length;
let viability_score = 0;
let factors = [];
// Research phase confidence contributes to market understanding
const research_confidence = this.innovation_log.find(step => step.phase === 'MARKET_RESEARCH')?.confidence || 0;
if (research_confidence > 0.6) {
viability_score += 3;
factors.push("Strong market research foundation");
}
// Development phase confidence indicates execution capability
const dev_confidence = this.innovation_log.find(step => step.phase === 'FEATURE_DEVELOPMENT')?.confidence || 0;
if (dev_confidence > 0.65) {
viability_score += 3;
factors.push("Solid development approach");
}
// Innovation phase confidence shows differentiation potential
const innovation_confidence = this.innovation_log.find(step => step.phase === 'BREAKTHROUGH_INNOVATION')?.confidence || 0;
if (innovation_confidence > 0.7) {
viability_score += 4;
factors.push("High innovation differentiation");
}
return {
score: viability_score,
assessment: viability_score >= 8 ? 'HIGH' : viability_score >= 5 ? 'MODERATE' : 'LOW',
supporting_factors: factors,
overall_confidence: avg_confidence
};
}
evaluateTechnicalFeasibility() {
const development_step = this.innovation_log.find(step => step.phase === 'FEATURE_DEVELOPMENT');
const innovation_step = this.innovation_log.find(step => step.phase === 'BREAKTHROUGH_INNOVATION');
let feasibility_score = 5; // Base score
let challenges = [];
let advantages = [];
// Systematic development approach increases feasibility
if (development_step?.confidence > 0.6) {
feasibility_score += 2;
advantages.push("Systematic development methodology");
}
// High innovation intensity may create technical challenges
if (innovation_step?.mode_used.calculated_properties.creative_intensity.includes('100%+')) {
feasibility_score -= 1;
challenges.push("High innovation complexity may require advanced technical solutions");
}
// Balanced energy in development phase indicates practical approach
if (development_step?.mode_used.parameters.energy === 'focused') {
feasibility_score += 1;
advantages.push("Goal-oriented development approach");
}
return {
score: Math.max(1, Math.min(10, feasibility_score)),
assessment: feasibility_score >= 7 ? 'HIGH' : feasibility_score >= 4 ? 'MODERATE' : 'LOW',
technical_challenges: challenges,
technical_advantages: advantages
};
}
calculateInnovationPotential() {
let innovation_score = 0;
let innovation_factors = [];
this.innovation_log.forEach(step => {
// High frequency modes contribute more to innovation
const frequency = parseFloat(step.mode_used.parameters.frequency.replace('Hz', ''));
if (frequency > 80) {
innovation_score += 3;
innovation_factors.push(`Ultra-high frequency thinking (${frequency}Hz)`);
} else if (frequency > 50) {
innovation_score += 2;
innovation_factors.push(`Balanced innovative thinking (${frequency}Hz)`);
}
// Chaotic energy increases innovation potential
if (step.mode_used.parameters.energy === 'chaotic') {
innovation_score += 2;
innovation_factors.push("Chaotic energy for breakthrough thinking");
}
// High creative intensity indicates innovation capability
const intensity = step.mode_used.calculated_properties.creative_intensity;
if (intensity.includes('100%') || intensity.includes('150%+')) {
innovation_score += 2;
innovation_factors.push("Maximum creative intensity applied");
}
// High quality metrics support innovation viability
if (step.quality_metrics.innovation_potential > 0.7) {
innovation_score += 1;
innovation_factors.push("High measured innovation potential");
}
});
return {
overall_score: Math.min(10, innovation_score),
innovation_factors: innovation_factors,
breakthrough_probability: innovation_score >= 8 ? 'HIGH' : innovation_score >= 5 ? 'MODERATE' : 'LOW'
};
}
generateInnovationRoadmap() {
const last_step = this.innovation_log[this.innovation_log.length - 1];
const avg_confidence = this.innovation_log.reduce((sum, step) => sum + step.confidence, 0) / this.innovation_log.length;
const roadmap = {
immediate_next_steps: [],
parameter_optimizations: {},
innovation_experiments: [],
scaling_opportunities: []
};
if (avg_confidence < 0.7) {
roadmap.immediate_next_steps.push("Conduct parameter optimization experiments");
roadmap.parameter_optimizations.frequency_adjustment = "+5Hz for enhanced innovation";
}
if (last_step.confidence > 0.8) {
roadmap.immediate_next_steps.push("Proceed with breakthrough feature development");
roadmap.innovation_experiments.push("Test ultra-high frequency modes (95Hz+) for radical innovations");
}
roadmap.scaling_opportunities = [
"Apply successful parameter combinations to related product areas",
"Experiment with multi-frequency team collaboration approaches",
"Test rhythm pattern variations for different development phases",
"Explore energy type combinations for hybrid innovation approaches"
];
// Add specific product development recommendations
roadmap.product_development_recommendations = [
"Implement user feedback loops at each frequency phase",
"Create A/B testing framework for feature variations",
"Establish innovation metrics tracking system",
"Build rapid prototyping capabilities for breakthrough concepts"
];
return roadmap;
}
}
// Execute product innovation test
async function testProductInnovation() {
const innovationLab = new ProductInnovationLab();
// Test with a challenging product innovation problem
const productChallenge = "Create a revolutionary productivity tool that helps remote teams collaborate more effectively than in-person teams";
console.log(`\n🎯 TESTING PRODUCT INNOVATION FOR: ${productChallenge}`);
const complete_innovation = await innovationLab.innovateProduct(productChallenge);
console.log("\n" + "🎊".repeat(50));
console.log("🚀 COMPLETE PRODUCT INNOVATION READY");
console.log("🎊".repeat(50));
return complete_innovation;
}
export { ProductInnovationLab, testProductInnovation };
// Run innovation test if called directly
if (import.meta.url === `file://${process.argv[1]}`) {
testProductInnovation()
.then(result => {
console.log("\n" + "=".repeat(100));
console.log("📋 FINAL PRODUCT INNOVATION SUMMARY");
console.log("=".repeat(100));
console.log(JSON.stringify(result.complete_product_concept, null, 2));
})
.catch(console.error);
}