Thought Space - MCP Advanced Branch-Thinking Tool

export class BiasDetector { constructor() { this.biasPatterns = new Map([ ['confirmation', [ /always|never|definitely|certainly/i, /proves|confirms|validates/i ]], ['anchoring', [ /initially|first|original|starting/i, /based on.*earlier/i ]], ['availability', [ /recently|lately|commonly|typically/i, /everyone knows|obvious/i ]], ['groupthink', [ /consensus|agreement|everyone|nobody disagrees/i, /team|group|all of us/i ]], ['overconfidence', [ /absolutely|guaranteed|surely|without doubt/i, /impossible|cannot fail|perfect/i ]] ]); this.biasThresholds = Object.freeze({ confirmation: 0.7, anchoring: 0.6, availability: 0.65, groupthink: 0.75, overconfidence: 0.8 }); } async detectBias(nodes) { const analyses = []; for (const [biasType, patterns] of this.biasPatterns.entries()) { const affectedNodes = []; const evidence = []; for (const node of nodes) { const matchedPatterns = patterns.filter(pattern => pattern.test(node.label)); if (matchedPatterns.length > 0) { affectedNodes.push(node.id); evidence.push(`Node ${node.id} shows ${biasType} bias: "${node.label}"`); } } if (affectedNodes.length > 0) { const severity = this.calculateBiasSeverity(affectedNodes.length, nodes.length, biasType); analyses.push({ biasType: biasType, severity, evidence, mitigation: this.generateMitigationStrategies(biasType), affectedNodes }); } } return Object.freeze(analyses); } calculateBiasSeverity(affectedCount, totalCount, biasType) { if (totalCount === 0) return 0; const ratio = affectedCount / totalCount; const threshold = this.biasThresholds[biasType]; return Math.min(1, ratio / threshold); } generateMitigationStrategies(biasType) { const strategies = { confirmation: [ "Actively seek contradicting evidence", "Consider alternative hypotheses", "Review opposing viewpoints" ], anchoring: [ "Reset analysis without initial reference", "Consider multiple starting points", "Evaluate each piece independently" ], availability: [ "Gather systematic data", "Consider less obvious examples", "Look for historical patterns" ], groupthink: [ "Encourage independent thinking", "Assign devil's advocate role", "Seek external perspectives" ], overconfidence: [ "Document uncertainty factors", "Consider failure scenarios", "Perform sensitivity analysis" ] }; return Object.freeze(strategies[biasType]); } }