Clear Thought 1.5

/** * Systems Thinking Operation * * Analyzes complex systems by identifying components, relationships, and feedback loops */ import { BaseOperation, type OperationContext, type OperationResult } from '../base.js'; export class SystemsThinkingOperation extends BaseOperation { name = 'systems_thinking'; category = 'collaborative'; async execute(context: OperationContext): Promise<OperationResult> { const { sessionState, prompt, parameters } = context; // Use provided parameters or default to empty arrays const components = (parameters.components as string[]) || []; const relationships = (parameters.relationships as any[]) || []; let feedbackLoops = (parameters.feedbackLoops as any[]) || []; const emergentProperties = (parameters.emergentProperties as string[]) || []; const leveragePoints = (parameters.leveragePoints as string[]) || []; // Simple feedback loop detection from relationships if not provided if (feedbackLoops.length === 0 && relationships.length > 0) { feedbackLoops = this.detectFeedbackLoops(relationships); } const systemsData = { system: prompt, components, relationships, feedbackLoops, emergentProperties, leveragePoints, sessionId: `systems-${Date.now()}`, iteration: this.getParam(parameters, 'iteration', 1), nextAnalysisNeeded: this.getParam(parameters, 'nextAnalysisNeeded', false), }; // Update KPI for systems components if (components.length > 0) { sessionState.updateKPI('systems_components_count', components.length); } return this.createResult({ ...systemsData, sessionContext: { sessionId: sessionState.sessionId, stats: sessionState.getStats(), }, }); } private detectFeedbackLoops(relationships: any[]): any[] { const feedbackLoops: any[] = []; const graph = new Map<string, Set<string>>(); // Build adjacency graph relationships.forEach((rel: any) => { if (!graph.has(rel.from)) graph.set(rel.from, new Set()); graph.get(rel.from)!.add(rel.to); }); // Simple cycle detection (depth 2-3) for (const [start, targets] of graph.entries()) { for (const mid of targets) { if (graph.has(mid)) { for (const end of graph.get(mid)!) { if (end === start) { // Found 2-cycle feedbackLoops.push({ components: [start, mid], type: 'negative', description: `${start} -> ${mid} -> ${start}` }); } else if (graph.has(end) && graph.get(end)!.has(start)) { // Found 3-cycle feedbackLoops.push({ components: [start, mid, end], type: 'positive', description: `${start} -> ${mid} -> ${end} -> ${start}` }); } } } } } return feedbackLoops; } } export default new SystemsThinkingOperation();