MCP Instruct

export interface PersonalInfo { name?: string; birthYear?: number; birthPlace?: string; currentLocation?: string; languages?: string[]; nationality?: string; timezone?: string; pronouns?: string; } export interface ProfessionalInfo { occupation?: string; yearsOfExperience?: number; industry?: string; specializations?: string[]; currentCompany?: string; role?: string; skills?: string[]; certifications?: string[]; education?: string[]; } export interface Preferences { communicationStyle?: string; learningStyle?: string; workingHours?: string; responseDetail?: 'concise' | 'detailed' | 'balanced'; technicalLevel?: 'beginner' | 'intermediate' | 'expert'; favoriteTools?: string[]; interests?: string[]; } export interface ProjectContext { currentProjects?: string[]; technologies?: string[]; goals?: string[]; challenges?: string[]; teamSize?: number; methodology?: string; } export interface CustomKnowledge { category: string; key: string; value: any; metadata?: { addedAt: string; lastUpdated: string; importance?: 'low' | 'medium' | 'high'; tags?: string[]; }; } export interface KnowledgeBase { id: string; version: string; personal: PersonalInfo; professional: ProfessionalInfo; preferences: Preferences; projects: ProjectContext; custom: CustomKnowledge[]; history: HistoryEntry[]; lastUpdated: string; createdAt: string; } export interface HistoryEntry { timestamp: string; action: 'add' | 'update' | 'delete' | 'query'; category: string; field?: string; oldValue?: any; newValue?: any; } export interface OnboardingQuestion { id: string; question: string; category: keyof Omit<KnowledgeBase, 'id' | 'version' | 'custom' | 'history' | 'lastUpdated' | 'createdAt'>; field: string; type: 'text' | 'number' | 'select' | 'multiselect' | 'boolean'; options?: string[]; required?: boolean; skipIf?: (kb: KnowledgeBase) => boolean; } export interface SearchResult { category: string; field: string; value: any; relevance: number; context?: string; }