feat: 新增智脑决策中心模块（决策中心/AI员工组织/知识资产）
- 新增 DecisionsPage、AgentsPage、KnowledgePage 三个页面 - 新增 DecisionCard、DecisionDrawer、DecisionSummary、KnowledgeCard、LoopHealthBar、AgentCard 组件 - 新增 decision-aggregator 决策聚合逻辑和 agents 数据 - Layout 导航重构：新增智脑决策分组，调整系统配置和经营本体分组 - BossPage 集成决策摘要和闭环健康度，利润机会池支持警告样式 - TasksPage 增强任务展示 - 抽屉式详情统一改为居中弹窗风格 - data.ts 后端调整 - run.md 更新数据库连接说明 - 新增玄谋智脑实际版建设方案文档 Generated with [Devin](https://devin.ai) Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
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/**
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* 决策聚合逻辑
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*
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* 将利润机会、风险告警、异常任务 3 类信号统一聚合为"决策卡"格式。
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* 阶段一为前端聚合（不持久化），阶段二将迁移至后端 analytics.decision_card 表。
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*/
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/** 决策来源类型 */
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export type DecisionSource = 'profit_opportunity' | 'risk_alert' | 'task_anomaly'
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/** 决策自治等级 */
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export type DecisionLevel = 'L1' | 'L2' | 'L3'
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/** 决策状态 */
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export type DecisionStatus = '待审批' | '已批准' | '已退回' | '执行中' | '已验证'
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/** 统一决策卡数据结构 */
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export interface DecisionCard {
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/** 决策编号 */
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id: string
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/** 来源类型 */
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sourceType: DecisionSource
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/** 来源数据 ID */
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sourceId: string
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/** 自治等级 */
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level: DecisionLevel
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/** 经营域 */
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domain: string
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/** 决策标题 */
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title: string
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/** 决策原因 */
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reason: string
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/** 预计影响金额 */
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impactAmount: number
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/** 影响描述 */
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impactDescription: string
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/** AI 建议置信度 0-100 */
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confidence: number
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/** 证据链 */
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evidence: string[]
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/** 责任人 */
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owner: string
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/** 责任 AI 员工 */
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agentName: string
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/** 截止时间 */
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deadline: string
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/** 状态 */
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status: DecisionStatus
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/** 详细信息（原始 API 返回的 detail 字段） */
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detail?: string
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}
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/** 置信度文字转数字 */
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function confidenceToNum(confidence: string): number {
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if (confidence?.includes('高')) return 90
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if (confidence?.includes('中高')) return 85
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if (confidence?.includes('中')) return 75
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if (confidence?.includes('中低')) return 65
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if (confidence?.includes('低')) return 50
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return 70
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}
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/** 利润机会 → 决策卡 */
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function opportunityToDecisions(items: any[]): DecisionCard[] {
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return items.map((o, i) => ({
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id: `OPP-${String(i + 1).padStart(3, '0')}`,
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sourceType: 'profit_opportunity' as DecisionSource,
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sourceId: o.category,
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level: 'L1' as DecisionLevel,
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domain: o.owner?.split('/')[0]?.trim() || '经营',
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title: o.category,
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reason: o.evidence || '基于利润机会池分析',
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impactAmount: Math.max(Number(o.opportunity || 0), 0),
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impactDescription: `预计月度利润提升 ${Math.max(Number(o.opportunity || 0), 0).toLocaleString('zh-CN')} 元`,
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confidence: confidenceToNum(o.confidence),
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evidence: [
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`基线: ${o.baseline}`,
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`验收方式: ${o.evidence}`,
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`责任方: ${o.owner}`,
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],
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owner: o.owner || '待分配',
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agentName: mapOwnerToAgent(o.owner),
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deadline: '30天内',
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status: '待审批' as DecisionStatus,
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detail: o.detail,
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}))
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}
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/** 风险门店 → 决策卡 */
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function riskToDecisions(riskRows: any[]): DecisionCard[] {
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// 只取红色和黄色风险门店
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const flagged = riskRows.filter((r) => r.risk_level === '红色' || r.risk_level === '黄色')
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return flagged.slice(0, 10).map((r, i) => ({
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id: `RISK-${String(i + 1).padStart(3, '0')}`,
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sourceType: 'risk_alert' as DecisionSource,
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sourceId: r.store_code || r.store_name,
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level: (r.risk_level === '红色' ? 'L1' : 'L2') as DecisionLevel,
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domain: '门店经营',
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title: `${r.store_name} ${r.risk_level}门店整改`,
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reason: `风险评级为${r.risk_level}，营收 ${Number(r.received || 0).toLocaleString('zh-CN')} 元，需关注经营异常`,
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impactAmount: Number(r.received || 0) * 0.05,
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impactDescription: `预计挽回营收损失 ${Math.round(Number(r.received || 0) * 0.05).toLocaleString('zh-CN')} 元`,
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confidence: r.risk_level === '红色' ? 92 : 78,
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evidence: [
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`门店: ${r.store_name}（${r.store_code || '-'}）`,
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`风险等级: ${r.risk_level}`,
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`实收: ¥${Number(r.received || 0).toLocaleString('zh-CN')}`,
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`风险评分: ${r.risk_score || '-'}`,
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],
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owner: '区域经理',
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agentName: '门店经营分析师',
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deadline: r.risk_level === '红色' ? '7天内' : '14天内',
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status: '待审批' as DecisionStatus,
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}))
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}
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/** 异常任务 → 决策卡 */
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function taskAnomalyToDecisions(tasks: any[]): DecisionCard[] {
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// 筛选逾期或待启动的高优先级任务
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const today = new Date()
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const anomalous = tasks.filter((t) => {
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const isOverdue = t.deadline && new Date(t.deadline) < today && t.status !== '已验收'
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const isPendingP0 = t.priority?.startsWith('P0') && t.status === '待启动'
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return isOverdue || isPendingP0
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})
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return anomalous.slice(0, 10).map((t, i) => ({
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id: `TASK-${String(i + 1).padStart(3, '0')}`,
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sourceType: 'task_anomaly' as DecisionSource,
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sourceId: String(t.task_id),
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level: (t.priority?.startsWith('P0') ? 'L1' : 'L2') as DecisionLevel,
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domain: '组织执行',
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title: `${t.store_name} - ${t.problem_indicator || '任务异常'}`,
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reason: t.problem_description || t.action_required || '任务存在异常需关注',
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impactAmount: 0,
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impactDescription: t.verification_result || '需评估验收价值',
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confidence: 80,
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evidence: [
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`门店: ${t.store_name}`,
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`问题指标: ${t.problem_indicator || '-'}`,
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`当前值: ${t.current_value ?? '-'} / 目标值: ${t.target_value ?? '-'}`,
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`负责人: ${t.owner}`,
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`截止日: ${t.deadline?.substring(0, 10) || '-'}`,
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],
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owner: t.owner || '待分配',
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agentName: '经营督办员',
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deadline: t.deadline?.substring(0, 10) || '尽快',
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status: '待审批' as DecisionStatus,
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}))
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}
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/** 根据责任方映射到 AI 员工名称 */
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function mapOwnerToAgent(owner: string): string {
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if (!owner) return '经营参谋长'
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if (owner.includes('供应链') || owner.includes('商品')) return '菜品利润优化师'
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if (owner.includes('运营') || owner.includes('人力')) return '费用稽核员'
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if (owner.includes('工程') || owner.includes('门店')) return '门店经营分析师'
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if (owner.includes('营销')) return '会员运营师'
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if (owner.includes('外卖') || owner.includes('采购')) return '智能补货员'
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return '经营参谋长'
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}
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/** 聚合所有信号为决策卡列表 */
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export function aggregateDecisions(
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profitOpp: any[],
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riskRows: any[],
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tasks: any[],
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): DecisionCard[] {
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const oppDecisions = opportunityToDecisions(profitOpp)
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const riskDecisions = riskToDecisions(riskRows)
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const taskDecisions = taskAnomalyToDecisions(tasks)
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// 按预计影响金额降序排列
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return [...oppDecisions, ...riskDecisions, ...taskDecisions].sort(
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(a, b) => b.impactAmount - a.impactAmount,
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)
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}
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/** 筛选决策 */
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export function filterDecisions(
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decisions: DecisionCard[],
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filter: 'all' | 'pending' | 'approved' | 'verified',
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approvedIds: string[],
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): DecisionCard[] {
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if (filter === 'all') return decisions
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if (filter === 'pending') return decisions.filter((d) => d.status === '待审批' && !approvedIds.includes(d.id))
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if (filter === 'approved') return decisions.filter((d) => approvedIds.includes(d.id))
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if (filter === 'verified') return decisions.filter((d) => d.status === '已验证')
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return decisions
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}
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/** 决策来源标签 */
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export const SOURCE_LABELS: Record<DecisionSource, string> = {
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profit_opportunity: '利润机会',
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risk_alert: '风险告警',
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task_anomaly: '任务异常',
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}
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/** 自治等级标签 */
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export const LEVEL_LABELS: Record<DecisionLevel, string> = {
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L1: 'L1 人工审批',
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L2: 'L2 受控',
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L3: 'L3 自动',
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}
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