Pollinations Think MCP Server

/** * Synthesis generation for multi-persona thinking */ /** * Generate final synthesis from all persona analyses and contradictions */ export async function generateSynthesis(topic, personaAnalysis, contradictions, pollinationsAPI) { const allInsights = []; const allRecommendations = []; const allConcerns = []; // Collect all insights from all cycles personaAnalysis.forEach(cycle => { cycle.personas.forEach(persona => { allInsights.push(...persona.keyInsights); allRecommendations.push(...persona.recommendations); allConcerns.push(...persona.concerns); }); }); // Prepare synthesis prompt let synthesisPrompt = `You are a strategic synthesis expert. Analyze the following multi-perspective thinking session and create a comprehensive strategic synthesis.\n\n`; synthesisPrompt += `Topic: "${topic}"\n\n`; synthesisPrompt += `MULTI-PERSONA ANALYSIS SUMMARY:\n`; personaAnalysis.forEach((cycle, index) => { synthesisPrompt += `\nCycle ${index + 1}:\n`; cycle.personas.forEach(persona => { synthesisPrompt += `${persona.persona} (${persona.focus}):\n`; synthesisPrompt += `- Key insights: ${persona.keyInsights.slice(0, 2).join('; ')}\n`; synthesisPrompt += `- Recommendations: ${persona.recommendations.slice(0, 2).join('; ')}\n`; }); }); synthesisPrompt += `\nIDENTIFIED CONTRADICTIONS:\n`; contradictions.forEach((cycleContradictions, index) => { if (cycleContradictions.contradictions.length > 0) { synthesisPrompt += `Cycle ${index + 1}: ${cycleContradictions.contradictions.length} contradictions found\n`; cycleContradictions.contradictions.forEach(contradiction => { synthesisPrompt += `- ${contradiction.description}\n`; }); } }); synthesisPrompt += `\nYour task is to create a strategic synthesis that:\n`; synthesisPrompt += `1. Reconciles the contradictions into a balanced perspective\n`; synthesisPrompt += `2. Identifies the strongest strategic insights across all personas\n`; synthesisPrompt += `3. Provides a clear, actionable strategic recommendation\n`; synthesisPrompt += `4. Acknowledges key risks and mitigation strategies\n`; synthesisPrompt += `5. Suggests next steps for implementation\n\n`; synthesisPrompt += `Format your response as:\n`; synthesisPrompt += `## Strategic Synthesis\n`; synthesisPrompt += `### Core Strategic Insight\n`; synthesisPrompt += `### Balanced Perspective (addressing contradictions)\n`; synthesisPrompt += `### Primary Recommendation\n`; synthesisPrompt += `### Risk Mitigation\n`; synthesisPrompt += `### Next Steps\n`; synthesisPrompt += `### Success Indicators\n\n`; synthesisPrompt += `Be strategic, actionable, and synthesize the best thinking from all perspectives.`; try { const synthesisResponse = await pollinationsAPI(synthesisPrompt); return { rawSynthesis: synthesisResponse, structuredSynthesis: parseSynthesis(synthesisResponse), contradictionsAddressed: contradictions.reduce((total, cycle) => total + cycle.contradictions.length, 0), totalInsights: allInsights.length, totalRecommendations: allRecommendations.length, timestamp: new Date().toISOString() }; } catch (error) { return { error: error.message, fallbackSynthesis: generateFallbackSynthesis(allInsights, allRecommendations, allConcerns), timestamp: new Date().toISOString() }; } } /** * Parse synthesis response into structured format */ function parseSynthesis(synthesisText) { const sections = { coreInsight: '', balancedPerspective: '', primaryRecommendation: '', riskMitigation: '', nextSteps: [], successIndicators: [] }; const lines = synthesisText.split('\n'); let currentSection = null; for (const line of lines) { const trimmed = line.trim(); if (trimmed.includes('Core Strategic Insight')) { currentSection = 'coreInsight'; } else if (trimmed.includes('Balanced Perspective')) { currentSection = 'balancedPerspective'; } else if (trimmed.includes('Primary Recommendation')) { currentSection = 'primaryRecommendation'; } else if (trimmed.includes('Risk Mitigation')) { currentSection = 'riskMitigation'; } else if (trimmed.includes('Next Steps')) { currentSection = 'nextSteps'; } else if (trimmed.includes('Success Indicators')) { currentSection = 'successIndicators'; } else if (trimmed && !trimmed.startsWith('#')) { if (currentSection === 'nextSteps' || currentSection === 'successIndicators') { if (trimmed.startsWith('-') || trimmed.startsWith('•') || trimmed.match(/^\d+\./)) { const content = trimmed.replace(/^[-•]\s*|^\d+\.\s*/, '').trim(); sections[currentSection].push(content); } } else if (currentSection) { sections[currentSection] += (sections[currentSection] ? ' ' : '') + trimmed; } } } return sections; } /** * Generate fallback synthesis if API call fails */ function generateFallbackSynthesis(insights, recommendations, concerns) { return { coreInsight: `Based on multi-perspective analysis of ${insights.length} insights`, balancedPerspective: 'Multiple viewpoints considered with contradictions identified', primaryRecommendation: recommendations.length > 0 ? recommendations[0] : 'Further analysis needed', riskMitigation: concerns.length > 0 ? concerns.slice(0, 2).join('; ') : 'Standard risk assessment required', nextSteps: ['Review detailed analysis', 'Validate assumptions', 'Develop implementation plan'], successIndicators: ['Clear progress metrics', 'Stakeholder alignment', 'Measurable outcomes'] }; }