legends-mcp

#!/usr/bin/env node /** * Example: Brainstorming Session with Alternating Legend Insights * * This example demonstrates: * 1. Rapid iteration through multiple legend insights * 2. Alternating between different personas (Elon Musk, Naval Ravikant, etc.) * 3. Building creative momentum with quick wisdom snippets * 4. Synthesizing diverse viewpoints into actionable ideas * 5. Session management for brainstorming workflows */ import { Client } from '@modelcontextprotocol/sdk/client/index.js'; import { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js'; // Initialize MCP client const transport = new StdioClientTransport({ command: 'npx', args: ['legends-mcp'], }); const client = new Client( { name: 'brainstorming-session', version: '1.0.0' }, { capabilities: {} } ); await client.connect(transport); console.log('='.repeat(70)); console.log('Brainstorming Session: Alternating Legend Insights'); console.log('='.repeat(70)); console.log(); /** * Brainstorming Topic */ const topic = { challenge: "How to make AI agents more trustworthy and explainable?", context: ` Users are skeptical of AI decision-making Need transparency without overwhelming technical details Balance between automation and human oversight `.trim(), }; /** * Legend Rotation for Brainstorming */ const legends = [ { id: 'elon-musk', focus: 'First principles & simplification' }, { id: 'naval-ravikant', focus: 'Leverage & specific knowledge' }, { id: 'steve-jobs', focus: 'User experience & simplicity' }, { id: 'satya-nadella', focus: 'Empathy & trust' }, { id: 'demis-hassabis', focus: 'AI safety & alignment' }, ]; /** * Brainstorming Session Manager */ class BrainstormingSession { constructor(topic) { this.topic = topic; this.rounds = []; this.insights = []; this.actionableIdeas = []; } addRound(legendId, legendName, insight) { this.rounds.push({ round: this.rounds.length + 1, legendId, legendName, insight, timestamp: new Date(), }); // Extract actionable ideas from quotes if (insight.quotes && insight.quotes.length > 0) { this.insights.push(...insight.quotes); } } synthesizeIdeas() { // Group insights by theme const themes = { transparency: [], simplicity: [], trust: [], safety: [], usability: [], }; this.insights.forEach(insight => { const lower = insight.toLowerCase(); if (lower.includes('transparent') || lower.includes('explain')) { themes.transparency.push(insight); } if (lower.includes('simple') || lower.includes('intuitive')) { themes.simplicity.push(insight); } if (lower.includes('trust') || lower.includes('reliable')) { themes.trust.push(insight); } if (lower.includes('safe') || lower.includes('align')) { themes.safety.push(insight); } if (lower.includes('user') || lower.includes('experience')) { themes.usability.push(insight); } }); return themes; } generateSummary() { return { totalRounds: this.rounds.length, legendsConsulted: [...new Set(this.rounds.map(r => r.legendName))], insightsCollected: this.insights.length, duration: this.rounds.length > 0 ? new Date() - this.rounds[0].timestamp : 0, }; } } /** * Example 1: Quick Insight Gathering (Alternating Legends) */ async function alternatingInsights(session) { console.log(`🎨 Brainstorming: "${topic.challenge}"\n`); console.log(`Context: ${topic.context}\n`); console.log('─'.repeat(70) + '\n'); for (const legend of legends) { try { console.log(`💡 Round ${session.rounds.length + 1}: ${legend.id}`); console.log(` Focus: ${legend.focus}\n`); // Get quick insights const insightResult = await client.callTool({ name: 'get_legend_insight', arguments: { legend_id: legend.id, topic: topic.challenge, }, }); const insight = JSON.parse(insightResult.content[0].text); // Display insights console.log(` Quotes from ${insight.legend_name}:`); insight.quotes.forEach((quote, i) => { console.log(` ${i + 1}. "${quote}"`); }); console.log(); console.log(` Frameworks:`); insight.frameworks.forEach((framework, i) => { console.log(` ${i + 1}. ${framework}`); }); console.log(); // Add to session session.addRound(legend.id, insight.legend_name, insight); // Pause for dramatic effect in demo await new Promise(resolve => setTimeout(resolve, 500)); console.log('─'.repeat(70) + '\n'); } catch (error) { console.error(` ❌ Error getting insight from ${legend.id}:`, error.message); console.log(); } } } /** * Example 2: Rapid-Fire Insight Mode (Parallel) */ async function rapidFireMode() { console.log('⚡ Rapid-Fire Mode: All Insights in Parallel\n'); try { const insightPromises = legends.map(legend => client.callTool({ name: 'get_legend_insight', arguments: { legend_id: legend.id, topic: 'AI trustworthiness', }, }).then(result => ({ legend: legend.id, data: JSON.parse(result.content[0].text), })) ); const results = await Promise.all(insightPromises); console.log(`✅ Collected ${results.length} perspectives simultaneously\n`); results.forEach(({ legend, data }) => { console.log(`${data.legend_name}:`); console.log(` "${data.quotes[0]}"`); console.log(); }); } catch (error) { console.error('❌ Error in rapid-fire mode:', error.message); } console.log('─'.repeat(70) + '\n'); } /** * Example 3: Theme-Based Synthesis */ function synthesizeByTheme(session) { console.log('🎯 Theme-Based Synthesis\n'); const themes = session.synthesizeIdeas(); Object.entries(themes).forEach(([theme, insights]) => { if (insights.length > 0) { console.log(`${theme.toUpperCase()}:`); insights.forEach(insight => { console.log(` • ${insight.substring(0, 80)}...`); }); console.log(); } }); console.log('─'.repeat(70) + '\n'); } /** * Example 4: Generate Actionable Ideas */ function generateActionableIdeas(session) { console.log('✨ Actionable Ideas from Brainstorm\n'); const themes = session.synthesizeIdeas(); // Combine insights into actionable ideas const ideas = [ { title: 'Explainability Dashboard', description: 'Show AI decision path in simple, visual format', inspiration: themes.transparency.concat(themes.simplicity), champions: ['steve-jobs', 'satya-nadella'], }, { title: 'Confidence Scores', description: 'Display AI confidence level for each prediction', inspiration: themes.trust.concat(themes.transparency), champions: ['demis-hassabis', 'elon-musk'], }, { title: 'Human-in-the-Loop Controls', description: 'User can override or guide AI decisions', inspiration: themes.safety.concat(themes.trust), champions: ['satya-nadella', 'demis-hassabis'], }, { title: 'Progressive Disclosure', description: 'Start simple, reveal details on demand', inspiration: themes.simplicity.concat(themes.usability), champions: ['steve-jobs', 'naval-ravikant'], }, ]; ideas.forEach((idea, i) => { console.log(`${i + 1}. ${idea.title}`); console.log(` ${idea.description}`); console.log(` Champions: ${idea.champions.join(', ')}`); console.log(` Insights used: ${idea.inspiration.length}`); console.log(); }); console.log('─'.repeat(70) + '\n'); return ideas; } /** * Example 5: Session Summary and Next Steps */ function displaySessionSummary(session) { console.log('📊 Brainstorming Session Summary\n'); const summary = session.generateSummary(); console.log(` Duration: ${Math.floor(summary.duration / 1000)}s`); console.log(` Total Rounds: ${summary.totalRounds}`); console.log(` Legends Consulted: ${summary.legendsConsulted.join(', ')}`); console.log(` Insights Collected: ${summary.insightsCollected}`); console.log(); console.log(' Session Flow:'); session.rounds.forEach(round => { console.log(` Round ${round.round}: ${round.legendName} (${round.legendId})`); }); console.log(); console.log('🚀 Next Steps:'); console.log(' 1. Prioritize actionable ideas by impact vs. effort'); console.log(' 2. Deep dive with get_legend_context for implementation details'); console.log(' 3. Validate ideas with summon_legend for full persona consultation'); console.log(' 4. Create prototypes for top 2-3 ideas'); console.log(); } /** * Main execution */ async function main() { const session = new BrainstormingSession(topic); try { // Method 1: Sequential alternating (builds momentum) await alternatingInsights(session); // Method 2: Rapid parallel (quick comparison) await rapidFireMode(); // Synthesis & Ideas synthesizeByTheme(session); generateActionableIdeas(session); displaySessionSummary(session); console.log('💡 Brainstorming Workflow Benefits:'); console.log(' • get_legend_insight provides quick wisdom snippets'); console.log(' • Alternating legends maintains creative momentum'); console.log(' • Parallel mode enables rapid perspective gathering'); console.log(' • Theme synthesis reveals patterns across legends'); console.log(' • Session management tracks ideation progress'); console.log(); } catch (error) { console.error('Fatal error:', error); } finally { await client.close(); } } main().catch(console.error);