제28강: 종합 프로젝트 자동화와 워크플로우

AI 기반 개발 오케스트레이터

// automation/DevelopmentOrchestrator.ts
import { CursorAI } from '@cursor/api';
import { ProjectManager } from './ProjectManager';
import { CodeGenerator } from './CodeGenerator';
import { TestAutomation } from './TestAutomation';
import { DeploymentPipeline } from './DeploymentPipeline';
import { MonitoringSystem } from './MonitoringSystem';

export class DevelopmentOrchestrator {
    private cursor: CursorAI;
    private projectManager: ProjectManager;
    private codeGenerator: CodeGenerator;
    private testAutomation: TestAutomation;
    private deployment: DeploymentPipeline;
    private monitoring: MonitoringSystem;
    private workflowEngine: WorkflowEngine;

    constructor() {
        this.cursor = new CursorAI();
        this.initializeComponents();
        this.setupAutomationRules();
    }

    async createProject(requirements: ProjectRequirements): Promise {
        console.log('🚀 새 프로젝트 생성 시작...');
        
        // 1. AI로 프로젝트 분석 및 계획 수립
        const projectPlan = await this.analyzeAndPlan(requirements);
        
        // 2. 프로젝트 구조 생성
        const project = await this.scaffoldProject(projectPlan);
        
        // 3. 자동화 워크플로우 설정
        await this.setupWorkflows(project);
        
        // 4. 개발 환경 구성
        await this.setupDevelopmentEnvironment(project);
        
        // 5. 초기 코드 생성
        await this.generateInitialCode(project);
        
        // 6. CI/CD 파이프라인 구성
        await this.setupCICD(project);
        
        return project;
    }

    private async analyzeAndPlan(requirements: ProjectRequirements): Promise {
        const prompt = `
프로젝트 요구사항을 분석하고 상세한 개발 계획을 수립해주세요:

요구사항:
${JSON.stringify(requirements, null, 2)}

다음을 포함한 계획을 제시해주세요:
1. 기술 스택 선택과 이유
2. 프로젝트 구조와 아키텍처
3. 주요 컴포넌트와 모듈
4. 개발 단계와 마일스톤
5. 예상 일정과 리소스
6. 위험 요소와 대응 방안
7. 테스트 전략
8. 배포 전략
`;

        const planResponse = await this.cursor.ai.generateCode(prompt);
        const plan = JSON.parse(planResponse);
        
        // 계획 검증 및 최적화
        return await this.optimizePlan(plan, requirements);
    }

    private async scaffoldProject(plan: ProjectPlan): Promise {
        const project: Project = {
            id: this.generateProjectId(),
            name: plan.name,
            path: plan.path,
            structure: {},
            config: {},
            metadata: {
                created: new Date(),
                plan,
                status: 'initializing'
            }
        };

        // 디렉토리 구조 생성
        await this.createDirectoryStructure(project, plan.structure);
        
        // 설정 파일 생성
        await this.generateConfigFiles(project, plan);
        
        // 의존성 설치
        await this.installDependencies(project, plan.dependencies);
        
        return project;
    }

    async handleFeatureRequest(feature: FeatureRequest): Promise {
        console.log(`📋 기능 요청 처리: ${feature.title}`);
        
        // 1. 기능 분석
        const analysis = await this.analyzeFeature(feature);
        
        // 2. 영향도 평가
        const impact = await this.assessImpact(analysis);
        
        // 3. 구현 계획 수립
        const implementationPlan = await this.planImplementation(analysis, impact);
        
        // 4. 코드 생성
        const generatedCode = await this.generateFeatureCode(implementationPlan);
        
        // 5. 테스트 생성
        const tests = await this.generateTests(generatedCode);
        
        // 6. 통합 및 검증
        const integration = await this.integrateFeature(generatedCode, tests);
        
        // 7. 문서 업데이트
        await this.updateDocumentation(feature, integration);
        
        return {
            feature,
            analysis,
            implementation: integration,
            tests,
            documentation: await this.getUpdatedDocs()
        };
    }

    private async generateFeatureCode(plan: ImplementationPlan): Promise {
        const codeFiles: CodeFile[] = [];
        
        for (const component of plan.components) {
            const prompt = `
다음 컴포넌트를 구현해주세요:

컴포넌트: ${component.name}
타입: ${component.type}
설명: ${component.description}

인터페이스:
${JSON.stringify(component.interface, null, 2)}

의존성:
${component.dependencies.join(', ')}

요구사항:
${component.requirements.map(r => `- ${r}`).join('\n')}

기존 코드 스타일과 패턴을 따라주세요.
`;

            const code = await this.cursor.ai.generateCode(prompt);
            
            codeFiles.push({
                path: component.path,
                content: code,
                type: component.type,
                tests: await this.generateComponentTests(component, code)
            });
        }
        
        return {
            files: codeFiles,
            dependencies: this.extractNewDependencies(codeFiles),
            migrations: await this.generateMigrations(plan)
        };
    }

    async automateWorkflow(trigger: WorkflowTrigger): Promise {
        const workflow = this.workflowEngine.getWorkflow(trigger.type);
        const context = await this.buildWorkflowContext(trigger);
        
        const result: WorkflowResult = {
            trigger,
            steps: [],
            status: 'running',
            startTime: Date.now()
        };
        
        try {
            for (const step of workflow.steps) {
                const stepResult = await this.executeStep(step, context);
                result.steps.push(stepResult);
                
                if (stepResult.status === 'failed' && !step.continueOnError) {
                    result.status = 'failed';
                    break;
                }
                
                // AI 기반 다음 단계 결정
                if (step.conditional) {
                    const nextStep = await this.determineNextStep(stepResult, context);
                    if (nextStep) {
                        workflow.steps.push(nextStep);
                    }
                }
            }
            
            result.status = result.status === 'running' ? 'completed' : result.status;
        } catch (error) {
            result.status = 'error';
            result.error = error;
            
            // 자동 복구 시도
            await this.attemptRecovery(error, context);
        }
        
        result.endTime = Date.now();
        result.duration = result.endTime - result.startTime;
        
        // 워크플로우 학습
        await this.learnFromWorkflow(result);
        
        return result;
    }

    private async executeStep(step: WorkflowStep, context: WorkflowContext): Promise {
        console.log(`⚙️ 실행: ${step.name}`);
        
        const result: StepResult = {
            step: step.name,
            status: 'running',
            startTime: Date.now()
        };
        
        try {
            switch (step.type) {
                case 'code-generation':
                    result.output = await this.codeGenerator.generate(step.config, context);
                    break;
                    
                case 'test-execution':
                    result.output = await this.testAutomation.runTests(step.config, context);
                    break;
                    
                case 'deployment':
                    result.output = await this.deployment.deploy(step.config, context);
                    break;
                    
                case 'ai-analysis':
                    result.output = await this.performAIAnalysis(step.config, context);
                    break;
                    
                case 'custom':
                    result.output = await this.executeCustomStep(step, context);
                    break;
            }
            
            result.status = 'completed';
        } catch (error) {
            result.status = 'failed';
            result.error = error;
        }
        
        result.endTime = Date.now();
        result.duration = result.endTime - result.startTime;
        
        return result;
    }
}

// 지능형 프로젝트 관리
export class AIProjectManager {
    private cursor: CursorAI;
    private taskQueue: PriorityQueue;
    private teamMembers: Map;
    private projectMetrics: ProjectMetrics;

    async manageSprint(sprint: Sprint): Promise {
        console.log(`🏃 스프린트 ${sprint.number} 관리 시작`);
        
        // 1. 스프린트 계획 최적화
        const optimizedPlan = await this.optimizeSprintPlan(sprint);
        
        // 2. 작업 자동 할당
        await this.assignTasks(optimizedPlan.tasks);
        
        // 3. 진행 상황 모니터링
        const monitor = this.startSprintMonitoring(sprint);
        
        // 4. 일일 자동화
        const dailyAutomation = this.setupDailyAutomation(sprint);
        
        // 스프린트 실행
        while (!this.isSprintComplete(sprint)) {
            // 작업 진행 상황 확인
            const progress = await this.checkProgress();
            
            // 병목 현상 감지 및 해결
            const bottlenecks = await this.detectBottlenecks(progress);
            if (bottlenecks.length > 0) {
                await this.resolveBottlenecks(bottlenecks);
            }
            
            // AI 추천 사항 생성
            const recommendations = await this.generateRecommendations(progress);
            await this.applyRecommendations(recommendations);
            
            // 대기
            await this.wait(3600000); // 1시간마다 체크
        }
        
        // 스프린트 회고
        return await this.conductRetrospective(sprint);
    }

    private async optimizeSprintPlan(sprint: Sprint): Promise {
        const prompt = `
스프린트 계획을 최적화해주세요:

스프린트 정보:
- 번호: ${sprint.number}
- 기간: ${sprint.duration} 일
- 팀 규모: ${sprint.teamSize} 명
- 목표: ${sprint.goals.join(', ')}

백로그:
${JSON.stringify(sprint.backlog, null, 2)}

팀 역량:
${JSON.stringify(this.getTeamCapabilities(), null, 2)}

최적화 기준:
1. 가치 전달 최대화
2. 리스크 최소화
3. 팀 역량 고려
4. 의존성 관리
5. 버퍼 시간 확보
`;

        const optimizationResponse = await this.cursor.ai.generateCode(prompt);
        return JSON.parse(optimizationResponse);
    }

    private async assignTasks(tasks: Task[]): Promise {
        for (const task of tasks) {
            // AI 기반 최적 담당자 선정
            const bestAssignee = await this.findBestAssignee(task);
            
            // 작업 할당
            await this.assignTaskToMember(task, bestAssignee);
            
            // 자동화 가능 여부 확인
            if (await this.canAutomate(task)) {
                await this.setupTaskAutomation(task);
            }
        }
    }

    private async findBestAssignee(task: Task): Promise {
        const candidates = Array.from(this.teamMembers.values());
        
        const scores = await Promise.all(
            candidates.map(async (member) => ({
                member,
                score: await this.calculateAssignmentScore(task, member)
            }))
        );
        
        return scores.sort((a, b) => b.score - a.score)[0].member;
    }

    async generateDailyReport(): Promise {
        const report: DailyReport = {
            date: new Date(),
            summary: await this.generateSummary(),
            progress: await this.calculateProgress(),
            blockers: await this.identifyBlockers(),
            achievements: await this.listAchievements(),
            forecast: await this.forecastCompletion(),
            recommendations: await this.getDailyRecommendations()
        };
        
        // 시각화 생성
        report.visualizations = {
            burndown: await this.generateBurndownChart(),
            velocity: await this.generateVelocityChart(),
            teamHealth: await this.generateTeamHealthMetrics()
        };
        
        return report;
    }
}

// 자동 배포 시스템
export class AutoDeploymentSystem {
    private cursor: CursorAI;
    private environments: Map;
    private deploymentHistory: DeploymentHistory[];
    private rollbackStrategy: RollbackStrategy;

    async deployFeature(feature: Feature, targetEnv: string = 'staging'): Promise {
        console.log(`🚀 기능 배포: ${feature.name} → ${targetEnv}`);
        
        // 1. 배포 전 검증
        const validation = await this.validateDeployment(feature, targetEnv);
        if (!validation.passed) {
            throw new Error(`배포 검증 실패: ${validation.errors.join(', ')}`);
        }
        
        // 2. 배포 계획 생성
        const deploymentPlan = await this.createDeploymentPlan(feature, targetEnv);
        
        // 3. 점진적 배포 실행
        const result = await this.executeProgressiveDeployment(deploymentPlan);
        
        // 4. 모니터링 및 검증
        await this.monitorDeployment(result);
        
        // 5. 자동 롤백 또는 확정
        if (result.healthCheck.passed) {
            await this.finalizeDeployment(result);
        } else {
            await this.rollbackDeployment(result);
        }
        
        return result;
    }

    private async executeProgressiveDeployment(plan: DeploymentPlan): Promise {
        const stages = [
            { name: 'canary', percentage: 5, duration: 300000 },    // 5분
            { name: 'partial', percentage: 25, duration: 900000 },   // 15분
            { name: 'majority', percentage: 50, duration: 1800000 }, // 30분
            { name: 'full', percentage: 100, duration: Infinity }
        ];
        
        const result: DeploymentResult = {
            id: this.generateDeploymentId(),
            feature: plan.feature,
            environment: plan.environment,
            stages: [],
            status: 'in_progress'
        };
        
        for (const stage of stages) {
            console.log(`📊 배포 단계: ${stage.name} (${stage.percentage}%)`);
            
            // 트래픽 라우팅 업데이트
            await this.updateTrafficRouting(plan, stage.percentage);
            
            // 헬스 체크
            const health = await this.performHealthCheck(plan, stage);
            
            result.stages.push({
                name: stage.name,
                percentage: stage.percentage,
                health,
                timestamp: Date.now()
            });
            
            if (!health.passed) {
                result.status = 'failed';
                break;
            }
            
            // 다음 단계 전 대기
            if (stage.duration !== Infinity) {
                await this.wait(stage.duration);
            }
        }
        
        if (result.status === 'in_progress') {
            result.status = 'completed';
        }
        
        return result;
    }

    async setupContinuousDeployment(project: Project): Promise {
        // GitHub Actions 워크플로우 생성
        const workflow = `
name: Continuous Deployment
on:
  push:
    branches: [main]
  pull_request:
    types: [closed]

jobs:
  analyze:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      
      - name: AI 코드 분석
        uses: cursor/analyze-action@v1
        with:
          check-quality: true
          check-security: true
          suggest-improvements: true
      
      - name: 위험도 평가
        id: risk
        run: |
          echo "::set-output name=level::$(cursor assess-risk)"
  
  test:
    needs: analyze
    runs-on: ubuntu-latest
    strategy:
      matrix:
        test-suite: [unit, integration, e2e]
    steps:
      - uses: actions/checkout@v3
      
      - name: 테스트 실행
        run: |
          cursor test run --suite ${{ matrix.test-suite }} \\
            --parallel \\
            --coverage \\
            --ai-generated
  
  deploy:
    needs: [analyze, test]
    runs-on: ubuntu-latest
    if: github.ref == 'refs/heads/main'
    steps:
      - uses: actions/checkout@v3
      
      - name: AI 배포 결정
        id: deploy-decision
        run: |
          DECISION=$(cursor deploy analyze \\
            --risk-level ${{ needs.analyze.outputs.risk-level }} \\
            --test-results ./test-results \\
            --production-metrics)
          echo "::set-output name=should-deploy::$DECISION"
      
      - name: 점진적 배포
        if: steps.deploy-decision.outputs.should-deploy == 'true'
        run: |
          cursor deploy progressive \\
            --environment production \\
            --strategy canary \\
            --auto-rollback \\
            --monitor-duration 30m
      
      - name: 배포 알림
        if: always()
        run: |
          cursor notify deployment \\
            --status ${{ job.status }} \\
            --channel slack \\
            --include-metrics
`;

        await this.saveWorkflow(project, '.github/workflows/cd.yml', workflow);
    }
}

// 자가 치유 시스템
export class SelfHealingSystem {
    private cursor: CursorAI;
    private monitors: Map;
    private healingStrategies: Map;
    private incidentHistory: Incident[];

    async startMonitoring(service: Service): Promise {
        const monitor = new Monitor({
            service,
            interval: 60000, // 1분
            metrics: ['cpu', 'memory', 'response_time', 'error_rate'],
            thresholds: await this.determineThresholds(service)
        });
        
        monitor.on('anomaly', async (anomaly) => {
            await this.handleAnomaly(anomaly);
        });
        
        monitor.on('incident', async (incident) => {
            await this.handleIncident(incident);
        });
        
        this.monitors.set(service.id, monitor);
        monitor.start();
    }

    private async handleIncident(incident: Incident): Promise {
        console.log(`🚨 인시던트 감지: ${incident.type}`);
        
        // 1. 근본 원인 분석
        const rootCause = await this.analyzeRootCause(incident);
        
        // 2. 치유 전략 선택
        const strategy = await this.selectHealingStrategy(incident, rootCause);
        
        // 3. 자동 치유 실행
        const healingResult = await this.executeHealing(strategy, incident);
        
        // 4. 검증
        const verification = await this.verifyHealing(healingResult);
        
        // 5. 학습
        await this.learnFromIncident(incident, healingResult);
        
        // 6. 보고
        await this.reportIncident(incident, healingResult);
    }

    private async selectHealingStrategy(
        incident: Incident, 
        rootCause: RootCause
    ): Promise {
        // 기존 전략 확인
        const existingStrategy = this.healingStrategies.get(incident.type);
        if (existingStrategy && existingStrategy.successRate > 0.8) {
            return existingStrategy;
        }
        
        // AI로 새로운 전략 생성
        const prompt = `
인시던트에 대한 자가 치유 전략을 생성해주세요:

인시던트:
${JSON.stringify(incident, null, 2)}

근본 원인:
${JSON.stringify(rootCause, null, 2)}

시스템 상태:
${JSON.stringify(await this.getSystemState(), null, 2)}

다음을 포함한 전략을 제시해주세요:
1. 즉각적인 완화 조치
2. 근본적인 해결 방법
3. 예상 복구 시간
4. 부작용 및 위험
5. 롤백 계획
`;

        const strategyResponse = await this.cursor.ai.generateCode(prompt);
        const strategy = JSON.parse(strategyResponse);
        
        return {
            id: this.generateStrategyId(),
            type: incident.type,
            steps: strategy.steps,
            estimatedDuration: strategy.estimatedDuration,
            risks: strategy.risks,
            rollback: strategy.rollback
        };
    }

    private async executeHealing(
        strategy: HealingStrategy, 
        incident: Incident
    ): Promise {
        const result: HealingResult = {
            strategy: strategy.id,
            incident: incident.id,
            steps: [],
            status: 'in_progress'
        };
        
        for (const step of strategy.steps) {
            try {
                console.log(`💊 치유 단계 실행: ${step.name}`);
                
                const stepResult = await this.executeHealingStep(step);
                result.steps.push(stepResult);
                
                // 각 단계 후 상태 확인
                if (await this.isIncidentResolved(incident)) {
                    result.status = 'resolved';
                    break;
                }
            } catch (error) {
                result.status = 'failed';
                result.error = error;
                
                // 롤백
                if (strategy.rollback) {
                    await this.executeRollback(strategy.rollback, result);
                }
                break;
            }
        }
        
        return result;
    }

    async generateHealthReport(): Promise {
        const services = Array.from(this.monitors.keys());
        const report: HealthReport = {
            timestamp: new Date(),
            overall: 'healthy',
            services: {},
            incidents: {
                last24h: 0,
                resolved: 0,
                mttr: 0 // Mean Time To Repair
            },
            predictions: await this.predictFutureIncidents()
        };
        
        for (const serviceId of services) {
            const monitor = this.monitors.get(serviceId)!;
            const metrics = await monitor.getMetrics();
            
            report.services[serviceId] = {
                status: this.calculateServiceHealth(metrics),
                uptime: monitor.getUptime(),
                performance: metrics,
                issues: await this.getActiveIssues(serviceId)
            };
        }
        
        // 전체 건강 상태 계산
        const unhealthyServices = Object.values(report.services)
            .filter(s => s.status !== 'healthy').length;
        
        if (unhealthyServices > services.length * 0.3) {
            report.overall = 'critical';
        } else if (unhealthyServices > 0) {
            report.overall = 'degraded';
        }
        
        return report;
    }
}

// 팀 협업 자동화
export class TeamCollaborationAutomation {
    private cursor: CursorAI;
    private communicator: TeamCommunicator;
    private knowledgeBase: KnowledgeBase;

    async facilitateCodeReview(pr: PullRequest): Promise {
        console.log(`👥 코드 리뷰 자동화: PR #${pr.number}`);
        
        // 1. AI 사전 리뷰
        const aiReview = await this.performAIReview(pr);
        
        // 2. 관련 전문가 자동 할당
        const reviewers = await this.assignReviewers(pr, aiReview);
        
        // 3. 리뷰 가이드 생성
        const reviewGuide = await this.generateReviewGuide(pr, aiReview);
        
        // 4. 리뷰 진행 모니터링
        const reviewProcess = await this.monitorReviewProcess(pr, reviewers);
        
        // 5. 합의 도출 지원
        const consensus = await this.facilitateConsensus(reviewProcess);
        
        return {
            pr,
            aiReview,
            humanReviews: reviewProcess.reviews,
            consensus,
            mergeRecommendation: await this.generateMergeRecommendation(consensus)
        };
    }

    private async assignReviewers(pr: PullRequest, aiReview: AIReview): Promise {
        // 변경된 코드 분석
        const changedAreas = this.analyzeChangedAreas(pr);
        
        // 전문성 매칭
        const expertiseNeeded = await this.determineRequiredExpertise(changedAreas, aiReview);
        
        // 팀원 가용성 확인
        const availability = await this.checkTeamAvailability();
        
        // 최적 리뷰어 선정
        const reviewers = await this.selectOptimalReviewers(
            expertiseNeeded,
            availability,
            pr.urgency
        );
        
        // 리뷰 요청 전송
        for (const reviewer of reviewers) {
            await this.sendReviewRequest(reviewer, pr, {
                focusAreas: expertiseNeeded.filter(e => reviewer.expertise.includes(e)),
                estimatedTime: this.estimateReviewTime(pr, reviewer),
                aiInsights: aiReview.keyPoints
            });
        }
        
        return reviewers;
    }

    async automateStandupMeeting(): Promise {
        const teamMembers = await this.getActiveTeamMembers();
        const updates: MemberUpdate[] = [];
        
        for (const member of teamMembers) {
            // 자동으로 진행 상황 수집
            const progress = await this.collectMemberProgress(member);
            
            // AI로 업데이트 요약 생성
            const update = await this.generateMemberUpdate(member, progress);
            
            updates.push(update);
        }
        
        // 팀 전체 요약 생성
        const summary = await this.generateTeamSummary(updates);
        
        // 액션 아이템 추출
        const actionItems = await this.extractActionItems(updates);
        
        // 자동 후속 조치
        await this.scheduleFollowUps(actionItems);
        
        return {
            date: new Date(),
            updates,
            summary,
            actionItems,
            nextSteps: await this.suggestNextSteps(summary)
        };
    }

    async shareKnowledge(learning: Learning): Promise {
        // 1. 학습 내용 구조화
        const structured = await this.structureLearning(learning);
        
        // 2. 관련성 분석
        const relevance = await this.analyzeRelevance(structured);
        
        // 3. 적절한 형식으로 변환
        const formats = await this.generateFormats(structured, relevance);
        
        // 4. 대상별 배포
        for (const target of relevance.targets) {
            const format = formats[target.preferredFormat];
            await this.distributeKnowledge(target, format);
        }
        
        // 5. 지식 베이스 업데이트
        await this.knowledgeBase.add(structured);
        
        // 6. Q&A 봇 학습
        await this.trainQABot(structured);
    }
}

// 통합 대시보드
export class IntegratedDashboard {
    private orchestrator: DevelopmentOrchestrator;
    private metrics: MetricsCollector;
    private visualizer: DataVisualizer;

    async renderDashboard(): Promise {
        const data = await this.collectAllMetrics();
        
        return {
            overview: await this.renderOverview(data),
            development: await this.renderDevelopmentMetrics(data),
            quality: await this.renderQualityMetrics(data),
            deployment: await this.renderDeploymentMetrics(data),
            team: await this.renderTeamMetrics(data),
            ai: await this.renderAIMetrics(data),
            predictions: await this.renderPredictions(data)
        };
    }

    private async renderAIMetrics(data: MetricsData): Promise {
        const aiUsage = await this.calculateAIUsage();
        const automationRate = await this.calculateAutomationRate();
        const timeSaved = await this.calculateTimeSaved();
        
        return {
            usage: {
                codeGeneration: aiUsage.codeGeneration,
                bugFixes: aiUsage.bugFixes,
                reviews: aiUsage.reviews,
                deployments: aiUsage.deployments
            },
            automation: {
                rate: automationRate,
                tasksAutomated: data.automatedTasks,
                manualTasks: data.manualTasks
            },
            efficiency: {
                timeSaved,
                costSaved: this.calculateCostSaved(timeSaved),
                qualityImprovement: await this.measureQualityImprovement()
            },
            insights: await this.generateAIInsights(data)
        };
    }

    async generateExecutiveSummary(): Promise {
        const prompt = `
프로젝트의 전체적인 상태와 진행 상황을 경영진을 위해 요약해주세요:

프로젝트 메트릭:
${JSON.stringify(await this.getProjectMetrics(), null, 2)}

AI 활용도:
${JSON.stringify(await this.getAIUtilization(), null, 2)}

팀 성과:
${JSON.stringify(await this.getTeamPerformance(), null, 2)}

다음을 포함해주세요:
1. 핵심 성과 지표 (KPI)
2. 주요 성취 사항
3. 현재 리스크와 대응 방안
4. AI 자동화로 인한 효율성 개선
5. 향후 계획과 예측
6. 투자 대비 수익 (ROI)
`;

        const summary = await this.cursor.ai.generateCode(prompt);
        
        return {
            ...JSON.parse(summary),
            visualizations: await this.generateExecutiveCharts(),
            recommendations: await this.generateStrategicRecommendations()
        };
    }
}