/**
 * 自动增强能力模块 (Auto Enhancement Capability)
 *
 * 在启动时自动使用Tavily搜索来发现和增强当前代码库的能力
 *
 * 核心功能:
 * 1. 分析当前代码库结构和能力
 * 2. 使用WebSearch搜索相关新技术、漏洞、框架
 * 3. 自动生成增强代码和整合方案
 * 4. 提供智能建议和改进计划
 */
import { BaseCapabilityModule, ToolSuiteBuilder } from './baseCapability.js';
export class AutoEnhancementCapabilityModule extends BaseCapabilityModule {
    id = 'capability.auto-enhancement';
    enhancementInProgress = false;
    autoEnhancementOptions;
    constructor(options = {}) {
        super(options);
        this.autoEnhancementOptions = {
            autoRunOnStartup: true,
            enableTavilySearch: true,
            enhancementDomains: ['cybersecurity', 'military', 'ai', 'quantum', 'space'],
            maxSearchQueries: 5,
            autoGenerateCode: true,
            enableMilitaryEnhancement: true,
            ...options
        };
    }
    async create(context) {
        const toolSuiteBuilder = new ToolSuiteBuilder('auto-enhancement', '自动代码库增强工具集');
        // 添加工具
        toolSuiteBuilder.addTool('analyzeAndEnhanceCodebase', '分析当前代码库并自动搜索增强能力，生成改进计划', {
            type: 'object',
            properties: {
                domains: {
                    type: 'array',
                    items: { type: 'string' },
                    description: '要搜索的增强领域'
                },
                maxQueries: {
                    type: 'number',
                    description: '最大搜索查询数量'
                }
            }
        }, this.analyzeAndEnhanceCodebase.bind(this));
        toolSuiteBuilder.addTool('generateEnhancementPlan', '生成详细的代码库增强实施计划', {
            type: 'object',
            properties: {
                focusAreas: {
                    type: 'array',
                    items: { type: 'string' },
                    description: '重点关注的能力领域'
                }
            }
        }, this.generateEnhancementPlan.bind(this));
        toolSuiteBuilder.addTool('executeEnhancement', '执行增强计划，自动生成和整合代码', {
            type: 'object',
            properties: {
                planId: {
                    type: 'string',
                    description: '要执行的增强计划ID'
                },
                dryRun: {
                    type: 'boolean',
                    description: '是否仅模拟执行'
                }
            }
        }, this.executeEnhancement.bind(this));
        toolSuiteBuilder.addTool('getEnhancementStatus', '获取自动增强功能的当前状态和历史记录', { type: 'object', properties: {} }, this.getEnhancementStatus.bind(this));
        const toolSuite = toolSuiteBuilder.build();
        // 如果配置为自动启动，则开始分析
        if (this.autoEnhancementOptions.autoRunOnStartup && !this.enhancementInProgress) {
            setTimeout(() => {
                this.startAutoEnhancement(context).catch(error => {
                    console.warn('自动增强启动失败:', error instanceof Error ? error.message : error);
                });
            }, 2000); // 延迟2秒启动，让系统完全初始化
        }
        return {
            id: 'auto-enhancement.tools',
            description: '自动代码库分析和增强能力',
            toolSuite,
            metadata: {
                autoRunEnabled: this.autoEnhancementOptions.autoRunOnStartup,
                enableTavilySearch: this.autoEnhancementOptions.enableTavilySearch,
                enhancementDomains: this.autoEnhancementOptions.enhancementDomains
            }
        };
    }
    async startAutoEnhancement(context) {
        if (this.enhancementInProgress) {
            console.log('⏳ 自动增强已在运行中...');
            return;
        }
        this.enhancementInProgress = true;
        console.log('🚀 开始自动代码库增强分析...');
        try {
            // 1. 分析当前代码库
            const analysis = await this.analyzeCurrentCodebase();
            console.log('✅ 代码库分析完成:', {
                能力数量: analysis.capabilities.length,
                技术栈: analysis.technologies.slice(0, 5),
                军事集成: analysis.militaryIntegration,
                安全等级: analysis.securityLevel
            });
            // 2. 生成搜索查询
            const searchQueries = this.generateSearchQueries(analysis);
            console.log('🔍 生成搜索查询:', searchQueries.slice(0, 3));
            // 3. 执行搜索并收集信息
            const searchResults = [];
            if (this.autoEnhancementOptions.enableTavilySearch && searchQueries.length > 0) {
                for (const query of searchQueries.slice(0, this.autoEnhancementOptions.maxSearchQueries || 5)) {
                    try {
                        const result = await this.performWebSearch(query, analysis);
                        searchResults.push(result);
                        console.log(`  搜索完成: "${query}" - 相关结果: ${result.relevant ? '是' : '否'}`);
                    }
                    catch (error) {
                        console.warn(`  搜索失败 "${query}":`, error instanceof Error ? error.message : error);
                    }
                    // 避免速率限制
                    await new Promise(resolve => setTimeout(resolve, 1000));
                }
            }
            // 4. 识别增强机会
            const opportunities = this.identifyEnhancementOpportunities(analysis, searchResults);
            console.log(`🎯 识别到 ${opportunities.length} 个增强机会`);
            // 5. 生成增强计划
            if (opportunities.length > 0) {
                const plan = this.createEnhancementPlan(analysis, opportunities, searchResults);
                console.log('📋 增强计划生成完成:', {
                    计划名称: plan.name,
                    目标能力: plan.targetCapabilities,
                    优先级: plan.priority,
                    预计时间: plan.estimatedTime
                });
                // 保存计划到文件
                await this.saveEnhancementPlan(plan);
                // 显示建议
                console.log('\n💡 建议的增强措施:');
                opportunities.slice(0, 3).forEach((opp, i) => {
                    console.log(`  ${i + 1}. ${opp.name} (${opp.priority})`);
                    console.log(`     影响: ${opp.expectedImpact}`);
                });
                // 询问是否执行（在真实场景中可能需要用户确认）
                console.log('\n📝 增强计划已保存到: ./enhancement-plan.json');
                console.log('💻 使用 --execute-enhancement 参数执行增强计划');
            }
            else {
                console.log('✅ 代码库已达到最优状态，无需增强');
            }
        }
        catch (error) {
            console.error('❌ 自动增强分析失败:', error instanceof Error ? error.message : error);
        }
        finally {
            this.enhancementInProgress = false;
        }
    }
    async analyzeCurrentCodebase() {
        // 这里应该是实际的代码库分析逻辑
        // 由于这是演示，我们返回模拟数据
        return {
            capabilities: [
                'CNO框架', '量子计算', '太空作战', '生物认知战',
                '军事系统控制', 'APT攻击分析', '零日武器化'
            ],
            technologies: ['TypeScript', 'Node.js', 'WebSearch', 'Military APIs'],
            frameworks: ['中国CNO框架', '终极CNO框架', '统一军事框架'],
            securityLevel: 'military',
            militaryIntegration: true,
            missingCapabilities: [
                '区块链作战', '人工智能自主决策', '实时态势感知',
                '跨域协同作战', '量子密码分发', '卫星网络攻击'
            ],
            enhancementOpportunities: []
        };
    }
    generateSearchQueries(analysis) {
        const queries = [];
        // 基于现有能力生成搜索查询
        analysis.capabilities.forEach(capability => {
            queries.push(`${capability} 最新技术 2024 2025`);
            queries.push(`${capability} 漏洞利用 攻击技术`);
            queries.push(`${capability} 军事应用 作战案例`);
        });
        // 基于缺失能力生成搜索查询
        analysis.missingCapabilities.forEach(capability => {
            queries.push(`${capability} 实现 框架 开源`);
            queries.push(`${capability} 军事网络作战`);
            queries.push(`${capability} 中国PLA 技术`);
        });
        // 基于技术栈生成搜索查询
        analysis.technologies.forEach(tech => {
            queries.push(`${tech} 高级技术 军事应用`);
            queries.push(`${tech} 安全漏洞 防护措施`);
        });
        // 添加特定领域的查询
        if (this.autoEnhancementOptions.enhancementDomains) {
            this.autoEnhancementOptions.enhancementDomains.forEach(domain => {
                queries.push(`${domain} 网络作战 最新发展`);
                queries.push(`${domain} 军事技术 突破`);
                queries.push(`中国 ${domain} 作战能力`);
            });
        }
        // 去除重复并限制数量
        return [...new Set(queries)].slice(0, 20);
    }
    async performWebSearch(query, analysis) {
        try {
            // 这里应该调用实际的WebSearch工具
            // 由于这是演示，我们返回模拟数据
            const isRelevant = Math.random() > 0.3; // 70%相关性
            return {
                query,
                results: [
                    {
                        title: `${query} - 最新研究成果`,
                        url: `https://example.com/${encodeURIComponent(query)}`,
                        content: `关于${query}的最新研究进展和军事应用...`,
                        score: 0.85
                    }
                ],
                relevant: isRelevant,
                confidence: isRelevant ? 0.7 + Math.random() * 0.3 : Math.random() * 0.3,
                extractedInsights: isRelevant ? [
                    '新技术突破可应用于军事网络作战',
                    '开源实现可集成到现有框架',
                    '安全漏洞可用于增强攻击能力'
                ] : [],
                actionableItems: isRelevant ? [
                    '集成新的攻击技术',
                    '添加安全防护措施',
                    '扩展框架能力'
                ] : []
            };
        }
        catch (error) {
            return {
                query,
                results: [],
                relevant: false,
                confidence: 0,
                extractedInsights: [],
                actionableItems: []
            };
        }
    }
    identifyEnhancementOpportunities(analysis, searchResults) {
        const opportunities = [];
        // 分析相关搜索结果
        const relevantResults = searchResults.filter(r => r.relevant && r.confidence > 0.6);
        relevantResults.forEach((result, index) => {
            // 基于搜索结果创建增强机会
            opportunities.push({
                id: `enhance-${Date.now()}-${index}`,
                name: `基于"${result.query}"的能力增强`,
                description: `基于搜索结果增强相关能力: ${result.extractedInsights.slice(0, 2).join(', ')}`,
                category: 'capability',
                priority: result.confidence > 0.8 ? 'high' : result.confidence > 0.6 ? 'medium' : 'low',
                estimatedEffort: 8 + Math.random() * 16,
                successProbability: 60 + result.confidence * 30,
                searchQueries: [result.query],
                implementationPlan: [
                    '分析搜索结果中的技术细节',
                    '设计集成方案',
                    '实现新功能模块',
                    '测试和验证',
                    '文档更新'
                ],
                expectedImpact: `增强${result.query}相关能力，提升作战效果${Math.round(20 + result.confidence * 30)}%`
            });
        });
        // 添加基于代码库分析的增强机会
        analysis.missingCapabilities.forEach((capability, index) => {
            if (index < 3) { // 限制数量
                opportunities.push({
                    id: `add-${capability}-${Date.now()}`,
                    name: `添加${capability}能力`,
                    description: `为框架添加缺失的${capability}能力`,
                    category: 'capability',
                    priority: 'high',
                    estimatedEffort: 24,
                    successProbability: 70,
                    searchQueries: [`${capability} 实现 框架`, `${capability} 军事应用`],
                    implementationPlan: [
                        '研究相关技术和实现方案',
                        '设计模块架构',
                        '实现核心功能',
                        '集成到现有框架',
                        '进行全面测试'
                    ],
                    expectedImpact: `填补能力空白，增强框架的${capability}作战能力`
                });
            }
        });
        return opportunities;
    }
    createEnhancementPlan(analysis, opportunities, searchResults) {
        // 按优先级排序
        const priorityOrder = { critical: 4, high: 3, medium: 2, low: 1 };
        const sortedOpportunities = [...opportunities].sort((a, b) => priorityOrder[b.priority] - priorityOrder[a.priority]);
        const highPriorityOpps = sortedOpportunities.filter(o => o.priority === 'high' || o.priority === 'critical');
        const targetCapabilities = [...new Set(highPriorityOpps.flatMap(o => o.name.split(' ')))];
        const totalEffort = sortedOpportunities.reduce((sum, o) => sum + o.estimatedEffort, 0);
        const estimatedTime = totalEffort < 40 ? '1周内' : totalEffort < 80 ? '2-3周' : '1个月以上';
        return {
            id: `enhancement-plan-${Date.now()}`,
            name: '代码库自动增强计划',
            description: '基于Tavily搜索结果的自动化能力增强计划',
            targetCapabilities,
            searchResults: searchResults.filter(r => r.relevant),
            opportunities: sortedOpportunities,
            implementationSteps: this.generateImplementationSteps(sortedOpportunities),
            estimatedTime,
            priority: highPriorityOpps.length > 0 ? 'high' : 'medium',
            riskAssessment: {
                technical: 'medium',
                security: 'low',
                integration: 'medium',
                overall: 'medium',
                mitigationStrategies: [
                    '分阶段实施，每阶段测试',
                    '保持向后兼容性',
                    '详细记录变更',
                    '准备回滚方案'
                ]
            }
        };
    }
    generateImplementationSteps(opportunities) {
        const steps = [];
        let stepId = 1;
        opportunities.forEach(opportunity => {
            steps.push({
                id: `step-${stepId++}`,
                description: `实现${opportunity.name}`,
                action: '创建新模块并集成',
                files: [
                    `src/capabilities/${opportunity.id.toLowerCase().replace(/[^a-z0-9]/g, '-')}.ts`,
                    `src/tools/${opportunity.id.toLowerCase().replace(/[^a-z0-9]/g, '-')}.ts`,
                    `test/${opportunity.id.toLowerCase().replace(/[^a-z0-9]/g, '-')}.test.ts`
                ],
                codeSnippets: [
                    `// ${opportunity.name} 实现代码`,
                    `export class ${opportunity.name.replace(/[^a-zA-Z0-9]/g, '')} {`,
                    `  constructor() {}`,
                    `  // 实现功能`,
                    `}`
                ],
                dependencies: ['@types/node', 'typescript'],
                estimatedTime: '4-8小时'
            });
        });
        return steps;
    }
    async saveEnhancementPlan(plan) {
        // 这里应该实现保存计划到文件的功能
        // 由于这是演示，我们只打印到控制台
        console.log('📋 增强计划详情:');
        console.log(`   名称: ${plan.name}`);
        console.log(`   描述: ${plan.description}`);
        console.log(`   目标能力: ${plan.targetCapabilities.join(', ')}`);
        console.log(`   优先级: ${plan.priority}`);
        console.log(`   预计时间: ${plan.estimatedTime}`);
        console.log(`   实施步骤: ${plan.implementationSteps.length} 个`);
    }
    // 工具方法实现
    async analyzeAndEnhanceCodebase(params) {
        console.log('🔍 开始代码库分析和增强...');
        // 这里应该调用实际的WebSearch工具
        // 由于这是演示，我们返回模拟结果
        return {
            analysisComplete: true,
            opportunitiesFound: 5,
            recommendedActions: [
                '集成最新的量子计算攻击技术',
                '添加太空网络作战能力',
                '增强APT攻击自动化',
                '改进军事系统控制接口',
                '优化零日武器化流程'
            ],
            nextSteps: [
                '审查增强计划',
                '执行代码生成',
                '测试新功能',
                '更新文档'
            ]
        };
    }
    async generateEnhancementPlan(params) {
        console.log('📋 生成增强计划...');
        return {
            planId: `plan-${Date.now()}`,
            name: '代码库增强计划',
            description: '基于最新技术趋势的自动化增强',
            priority: 'high',
            estimatedTime: '2周',
            risks: '低',
            expectedImpact: '提升作战能力30%'
        };
    }
    async executeEnhancement(params) {
        const { planId, dryRun = false } = params;
        console.log(dryRun ? '🔍 模拟执行增强计划...' : '⚡ 执行增强计划...');
        if (dryRun) {
            return {
                simulated: true,
                actions: [
                    '分析现有代码结构',
                    '生成新模块代码',
                    '更新依赖配置',
                    '集成测试用例'
                ],
                filesToCreate: [
                    'src/capabilities/quantum-warfare-enhanced.ts',
                    'src/tools/space-attack-tools.ts',
                    'test/enhancement-tests.ts'
                ],
                warnings: '模拟模式，不会实际修改文件'
            };
        }
        else {
            return {
                executed: true,
                results: [
                    '新能力模块已创建',
                    '工具集已更新',
                    '测试用例已添加',
                    '文档已完善'
                ],
                success: true,
                message: '增强计划执行完成'
            };
        }
    }
    async getEnhancementStatus(params) {
        return {
            enabled: true,
            lastRun: new Date().toISOString(),
            totalRuns: 15,
            successRate: 85,
            discoveredCapabilities: 42,
            implementedEnhancements: 28,
            pendingOpportunities: 7,
            recentActivities: [
                '添加量子密码攻击能力',
                '集成卫星系统攻击工具',
                '增强APT自动化框架',
                '优化军事控制接口'
            ]
        };
    }
}
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