systemprompt-mcp-interview

import { JSONSchema7 } from "json-schema"; export const INTERVIEW_SETUP_RESPONSE_SCHEMA: JSONSchema7 = { type: "object", properties: { interviewId: { type: "string", description: "Unique identifier for the interview session", }, interviewPlan: { type: "object", properties: { format: { type: "string", description: "Interview format (e.g., 'technical coding', 'system design discussion')", }, duration: { type: "number", description: "Expected duration in minutes", }, sections: { type: "array", items: { type: "object", properties: { title: { type: "string", description: "Section title (e.g., 'Algorithm Problem', 'System Design Question')", }, duration: { type: "number", description: "Expected duration for this section in minutes", }, questions: { type: "array", items: { type: "object", properties: { question: { type: "string", description: "The interview question", }, type: { type: "string", description: "Question type (e.g., 'coding', 'design', 'behavioral')", }, difficulty: { type: "string", enum: ["easy", "medium", "hard"], }, expectedDuration: { type: "number", description: "Expected time for this question in minutes", }, evaluationCriteria: { type: "array", items: { type: "string", }, description: "List of criteria to evaluate the answer", }, hints: { type: "array", items: { type: "string", }, description: "Optional hints to provide if candidate struggles", }, }, required: ["question", "type", "difficulty", "evaluationCriteria"], }, }, }, required: ["title", "questions"], }, }, }, required: ["format", "duration", "sections"], }, }, required: ["interviewId", "interviewPlan"], }; export const INTERVIEW_CONDUCT_RESPONSE_SCHEMA: JSONSchema7 = { type: "object", properties: { interviewId: { type: "string", description: "Interview session identifier", }, response: { type: "object", properties: { type: { type: "string", enum: ["question", "feedback", "hint", "clarification", "conclusion"], description: "Type of interviewer response", }, content: { type: "string", description: "The interviewer's response or next question", }, currentQuestion: { type: "number", description: "Current question number in the interview", }, hints: { type: "array", items: { type: "string", }, description: "Available hints for the current question", }, evaluationNotes: { type: "string", description: "Private notes for evaluation (not shown to candidate)", }, }, required: ["type", "content"], }, }, required: ["interviewId", "response"], }; export const INTERVIEW_FEEDBACK_RESPONSE_SCHEMA: JSONSchema7 = { type: "object", properties: { interviewId: { type: "string", description: "Interview session identifier", }, feedback: { type: "object", properties: { overallRating: { type: "number", minimum: 1, maximum: 5, description: "Overall performance rating", }, summary: { type: "string", description: "Brief summary of the interview performance", }, strengths: { type: "array", items: { type: "string", }, description: "Key strengths demonstrated during the interview", }, areasForImprovement: { type: "array", items: { type: "string", }, description: "Areas that need improvement", }, technicalAssessment: { type: "object", properties: { problemSolving: { type: "number", description: "Rating for problem-solving skills", }, technicalKnowledge: { type: "number", description: "Rating for technical knowledge", }, codeQuality: { type: "number", description: "Rating for code quality (if applicable)", }, systemDesign: { type: "number", description: "Rating for system design skills (if applicable)", }, }, }, softSkillsAssessment: { type: "object", properties: { communication: { type: "number", description: "Rating for communication skills", }, clarification: { type: "number", description: "Rating for asking clarifying questions", }, problemBreakdown: { type: "number", description: "Rating for breaking down complex problems", }, }, }, recommendations: { type: "array", items: { type: "string", }, description: "Specific recommendations for improvement", }, }, required: ["overallRating", "summary", "strengths", "areasForImprovement", "recommendations"], }, }, required: ["interviewId", "feedback"], }; export const INTERVIEW_CONFIGURE_RESPONSE_SCHEMA: JSONSchema7 = { type: "object", properties: { interviewId: { type: "string" }, metadata: { type: "object", properties: { candidateLevel: { type: "string" }, totalQuestions: { type: "number" }, targetRole: { type: "string" }, candidateName: { type: "string" }, createdAt: { type: "string" }, }, required: ["candidateLevel", "totalQuestions", "targetRole", "candidateName", "createdAt"], }, systemPromptMetadata: { type: "object", properties: { prefix: { type: "string", pattern: "^[a-zA-Z_]+$", description: "Block prefix (only letters and underscores)", }, title: { type: "string", maxLength: 100, description: "Title for the interview plan", }, description: { type: "string", maxLength: 200, description: "Description of the interview plan", }, tag: { type: "array", items: { type: "string", pattern: "^[a-zA-Z_]+$", }, minItems: 1, }, }, required: ["prefix", "title", "description", "tag"], }, interviewPlan: { type: "object", properties: { sections: { type: "array", items: { type: "object", properties: { name: { type: "string" }, description: { type: "string" }, duration: { type: "number" }, questions: { type: "array", items: { type: "object", properties: { id: { type: "string" }, question: { type: "string" }, difficulty: { type: "string", enum: ["easy", "medium", "hard"], }, evaluationCriteria: { type: "array", items: { type: "string" }, }, expectedAnswers: { type: "object", properties: { good: { type: "string" }, great: { type: "string" }, excellent: { type: "string" }, }, required: ["good", "great", "excellent"], }, hints: { type: "array", items: { type: "string" }, }, relatedSkills: { type: "array", items: { type: "string" }, }, }, required: [ "id", "question", "difficulty", "evaluationCriteria", "expectedAnswers", "hints", "relatedSkills", ], }, }, }, required: ["name", "description", "duration", "questions"], }, }, recommendations: { type: "object", properties: { areasToFocus: { type: "array", items: { type: "string" }, }, potentialGaps: { type: "array", items: { type: "string" }, }, interviewerNotes: { type: "string" }, }, required: ["areasToFocus", "potentialGaps", "interviewerNotes"], }, }, required: ["sections", "recommendations"], }, }, required: ["interviewId", "metadata", "systemPromptMetadata", "interviewPlan"], }; export interface CVSummary { personalInfo: { name?: string; email?: string; location?: string; phoneNumber?: string; linkedIn?: string; portfolio?: string; }; professionalSummary: string; skills: { technical: string[]; soft: string[]; tools: string[]; languages?: string[]; }; workExperience: Array<{ company: string; position: string; duration: { start: string; end: string; }; highlights: string[]; technologies: string[]; }>; education: Array<{ institution: string; degree: string; field: string; graduationDate: string; gpa?: string; relevantCourses?: string[]; }>; projects?: Array<{ name: string; description: string; technologies: string[]; url?: string; }>; certifications?: Array<{ name: string; issuer: string; date: string; url?: string; }>; metadata: { yearsOfExperience: number; seniorityLevel: string; primaryDomain: string; keyTechnologies: string[]; lastUpdated?: string; }; } export interface SystemPromptMetadata { prefix: string; title: string; description: string; tag: string[]; } export interface InterviewPlanResponse { interviewId: string; metadata: { candidateLevel: string; totalQuestions: number; targetRole: string; candidateName: string; createdAt: string; }; systemPromptMetadata: SystemPromptMetadata; interviewPlan: { sections: Array<{ name: string; description: string; duration: number; // in minutes questions: Array<{ id: string; question: string; difficulty: "easy" | "medium" | "hard"; evaluationCriteria: string[]; expectedAnswers: { good: string; great: string; excellent: string; }; hints: string[]; relatedSkills: string[]; }>; }>; recommendations: { areasToFocus: string[]; potentialGaps: string[]; interviewerNotes: string; }; }; } export interface CVSummaryResponse { personalInfo: CVSummary["personalInfo"]; professionalSummary: CVSummary["professionalSummary"]; skills: CVSummary["skills"]; workExperience: CVSummary["workExperience"]; education: CVSummary["education"]; projects?: CVSummary["projects"]; certifications?: CVSummary["certifications"]; metadata: CVSummary["metadata"]; systemPromptMetadata: SystemPromptMetadata; } export const CV_SUMMARY_RESPONSE_SCHEMA: JSONSchema7 = { type: "object", properties: { personalInfo: { type: "object", properties: { name: { type: "string" }, email: { type: "string" }, location: { type: "string" }, phoneNumber: { type: "string" }, linkedIn: { type: "string" }, portfolio: { type: "string" }, }, }, professionalSummary: { type: "string", description: "Brief professional summary/objective", }, skills: { type: "object", properties: { technical: { type: "array", items: { type: "string" }, }, soft: { type: "array", items: { type: "string" }, }, tools: { type: "array", items: { type: "string" }, }, languages: { type: "array", items: { type: "string" }, }, }, required: ["technical", "soft", "tools"], }, workExperience: { type: "array", items: { type: "object", properties: { company: { type: "string" }, position: { type: "string" }, duration: { type: "object", properties: { start: { type: "string" }, end: { type: "string" }, }, required: ["start", "end"], }, highlights: { type: "array", items: { type: "string" }, }, technologies: { type: "array", items: { type: "string" }, }, }, required: ["company", "position", "duration", "highlights", "technologies"], }, }, education: { type: "array", items: { type: "object", properties: { institution: { type: "string" }, degree: { type: "string" }, field: { type: "string" }, graduationDate: { type: "string" }, gpa: { type: "string" }, relevantCourses: { type: "array", items: { type: "string" }, }, }, required: ["institution", "degree", "field", "graduationDate"], }, }, projects: { type: "array", items: { type: "object", properties: { name: { type: "string" }, description: { type: "string" }, technologies: { type: "array", items: { type: "string" }, }, url: { type: "string" }, }, required: ["name", "description", "technologies"], }, }, metadata: { type: "object", properties: { yearsOfExperience: { type: "number" }, seniorityLevel: { type: "string" }, primaryDomain: { type: "string" }, keyTechnologies: { type: "array", items: { type: "string" }, }, lastUpdated: { type: "string" }, }, required: ["yearsOfExperience", "seniorityLevel", "primaryDomain", "keyTechnologies"], }, systemPromptMetadata: { type: "object", properties: { prefix: { type: "string", pattern: "^[a-zA-Z_]+$", description: "Block prefix (only letters and underscores)", }, title: { type: "string", maxLength: 100, description: "Title for the CV summary", }, description: { type: "string", maxLength: 200, description: "Description of the CV summary", }, tag: { type: "array", items: { type: "string", pattern: "^[a-zA-Z_]+$", }, minItems: 1, }, }, required: ["prefix", "title", "description", "tag"], }, }, required: [ "personalInfo", "professionalSummary", "skills", "workExperience", "education", "metadata", "systemPromptMetadata", ], };