吸收数字员工诊断审计观测

2026-06-10 14:49:49 +08:00
parent 914ed81f19
commit 4f489f402a
10 changed files with 432 additions and 200 deletions
--- a/qimingclaw/crates/agent-electron-client/embedded/sgrobot-digital/src/index.css
+++ b/qimingclaw/crates/agent-electron-client/embedded/sgrobot-digital/src/index.css
@@ -2044,7 +2044,13 @@
 }
 .de-execution-status-strip em { color: #5b7590; font-size: 11px; font-style: normal; white-space: nowrap; }
 .de-execution-status-strip strong { color: #12344f; font-size: 18px; line-height: 1; }
-.de-route-summary-strip {
+.de-observation-strip-stack {
+  display: grid;
+  gap: 6px;
+  min-width: 0;
+}
+.de-route-summary-strip,
+.de-diagnostic-summary-strip {
  display: grid;
  grid-template-columns: repeat(3, minmax(54px, 0.36fr)) minmax(0, 1fr);
  gap: 6px;
@@ -2054,11 +2060,16 @@
  background: rgba(247,251,255,0.88);
  border: 1px solid rgba(79,172,254,0.12);
 }
-.de-route-summary-strip span { min-width: 0; display: grid; gap: 2px; }
-.de-route-summary-strip em { color: #5b7590; font-size: 10px; font-style: normal; white-space: nowrap; }
-.de-route-summary-strip strong { color: #12344f; font-size: 14px; line-height: 1; }
-.de-route-summary-strip .is-warning strong { color: #a33b3b; }
-.de-route-summary-strip small { min-width: 0; color: #41627f; font-size: 11px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
+.de-route-summary-strip span,
+.de-diagnostic-summary-strip span { min-width: 0; display: grid; gap: 2px; }
+.de-route-summary-strip em,
+.de-diagnostic-summary-strip em { color: #5b7590; font-size: 10px; font-style: normal; white-space: nowrap; }
+.de-route-summary-strip strong,
+.de-diagnostic-summary-strip strong { color: #12344f; font-size: 14px; line-height: 1; }
+.de-route-summary-strip .is-warning strong,
+.de-diagnostic-summary-strip .is-warning strong { color: #a33b3b; }
+.de-route-summary-strip small,
+.de-diagnostic-summary-strip small { min-width: 0; color: #41627f; font-size: 11px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
 .de-task-summary-scroll {
  min-height: 0;
  overflow-y: auto;
@@ -2996,7 +3007,7 @@
  .de-dashboard--compact .de-report-summary-title-row h3 { font-size: 15px; }
  .de-dashboard--compact .de-workday-execution-body {
    gap: 6px;
-    grid-template-rows: auto minmax(80px, 0.48fr) auto minmax(0, 1fr);
+    grid-template-rows: auto auto minmax(80px, 0.48fr) auto minmax(0, 1fr);
  }
  .de-dashboard--compact .de-execution-status-strip { gap: 5px; }
  .de-dashboard--compact .de-execution-status-strip span { padding: 6px 7px; }
--- a/qimingclaw/crates/agent-electron-client/embedded/sgrobot-digital/src/lib/qimingclawAdapter.ts
+++ b/qimingclaw/crates/agent-electron-client/embedded/sgrobot-digital/src/lib/qimingclawAdapter.ts
@@ -14,6 +14,7 @@ import type {
  DiagResult,
  DigitalEmployeeDailyReport,
  DigitalEmployeeDecision,
+  DigitalEmployeeDiagnosticSummary,
  DigitalEmployeeDuty,
  DigitalEmployeeManagedService,
  DigitalEmployeePlanAgentState,
@@ -672,7 +673,7 @@ const PLAN_SCHEDULES: Record<string, { expression: string; nextRun: string; sche

 const BUSINESS_VIEW_SOURCE = 'qimingclaw-runtime-projection';

-type BusinessViewKind = 'plans' | 'tasks' | 'runs' | 'events' | 'artifacts' | 'approvals' | 'route-decisions';
+type BusinessViewKind = 'plans' | 'tasks' | 'runs' | 'events' | 'artifacts' | 'approvals' | 'route-decisions' | 'audits';
 type BusinessViewRow = Record<string, unknown>;

 export function isQimingclawDigitalApiEnabled(): boolean {
@@ -756,7 +757,7 @@ export async function handleQimingclawDigitalApi<T>(
    const approvalId = decodeURIComponent(approvalActionMatch[1] || '');
    return await handleApprovalAction(approvalId, parseOptionalJsonBody(options.body), await readQimingclawSnapshot()) as T;
  }
-  const businessViewMatch = pathname.match(/^\/api\/digital-employee\/(plans|tasks|runs|events|artifacts|approvals|route-decisions)$/);
+  const businessViewMatch = pathname.match(/^\/api\/digital-employee\/(plans|tasks|runs|events|artifacts|approvals|route-decisions|audits)$/);
  if (method === 'GET' && businessViewMatch) {
    return buildBusinessViewResponse(businessViewMatch[1] as BusinessViewKind, await readQimingclawSnapshot(), url.searchParams) as T;
  }
@@ -2365,6 +2366,106 @@ function buildAuditEvents(snapshot: QimingclawSnapshot | null, searchParams: URL
    .slice(0, limit);
 }

+function buildDiagnosticSummary(snapshot: QimingclawSnapshot | null): DigitalEmployeeDiagnosticSummary {
+  const doctorResults = buildDoctor(snapshot).results;
+  const auditEvents = buildAuditEvents(snapshot, new URLSearchParams({ limit: '300' }));
+  const cost = buildCostSummary(snapshot);
+  const latestIssue = latestDiagnosticIssue(doctorResults, auditEvents);
+  return {
+    doctor: {
+      ok: doctorResults.filter((result) => result.severity === 'ok').length,
+      warn: doctorResults.filter((result) => result.severity === 'warn').length,
+      error: doctorResults.filter((result) => result.severity === 'error').length,
+    },
+    audit: {
+      info: auditEvents.filter((event) => stringValue(event.level) === 'info').length,
+      warn: auditEvents.filter((event) => stringValue(event.level) === 'warn').length,
+      error: auditEvents.filter((event) => stringValue(event.level) === 'error').length,
+    },
+    cost: {
+      request_count: cost.request_count,
+      estimated: Boolean(cost.estimated),
+      updated_at: cost.updated_at ?? null,
+    },
+    latest_issue: latestIssue,
+  };
+}
+
+function latestDiagnosticIssue(
+  doctorResults: DiagResult[],
+  auditEvents: Array<Record<string, unknown>>,
+): DigitalEmployeeDiagnosticSummary['latest_issue'] {
+  const doctorError = latestDoctorIssue(doctorResults, 'error');
+  if (doctorError) return doctorError;
+  const auditError = latestAuditIssue(auditEvents, 'error');
+  if (auditError) return auditError;
+  const doctorWarn = latestDoctorIssue(doctorResults, 'warn');
+  if (doctorWarn) return doctorWarn;
+  return latestAuditIssue(auditEvents, 'warn');
+}
+
+function latestDoctorIssue(
+  doctorResults: DiagResult[],
+  level: 'warn' | 'error',
+): DigitalEmployeeDiagnosticSummary['latest_issue'] {
+  const result = doctorResults
+    .filter((item) => item.severity === level)
+    .sort((left, right) => stringValue(right.created_at).localeCompare(stringValue(left.created_at)))[0];
+  if (!result) return null;
+  return {
+    id: stringValue(result.id) || `${result.category}:${level}`,
+    source: 'doctor',
+    level,
+    category: stringValue(result.category) || 'diagnostic',
+    message: result.message,
+    occurred_at: result.created_at ?? null,
+  };
+}
+
+function latestAuditIssue(
+  auditEvents: Array<Record<string, unknown>>,
+  level: 'warn' | 'error',
+): DigitalEmployeeDiagnosticSummary['latest_issue'] {
+  const event = auditEvents.find((item) => stringValue(item.level) === level);
+  if (!event) return null;
+  return {
+    id: stringValue(event.audit_id) || `${stringValue(event.category) || 'audit'}:${level}`,
+    source: 'audit',
+    level,
+    category: stringValue(event.category) || stringValue(event.entity_type) || 'audit',
+    message: stringValue(event.message) || stringValue(event.action) || '审计事件需要关注',
+    occurred_at: stringValue(event.occurred_at) || null,
+  };
+}
+
+function auditRows(snapshot: QimingclawSnapshot | null): BusinessViewRow[] {
+  return buildAuditEvents(snapshot, new URLSearchParams({ limit: '300' })).map((event) => ({
+    ...event,
+    audit_id: stringValue(event.audit_id),
+    status: stringValue(event.level) || 'info',
+    status_label: auditLevelLabel(stringValue(event.level)),
+    entity_id: stringValue(event.entity_id) || stringValue(event.audit_id),
+    updated_at: stringValue(event.occurred_at),
+    source: BUSINESS_VIEW_SOURCE,
+  }));
+}
+
+function filterAuditRows(rows: BusinessViewRow[], searchParams: URLSearchParams): BusinessViewRow[] {
+  const category = stringValue(searchParams.get('category')) || stringValue(searchParams.get('kind'));
+  const level = stringValue(searchParams.get('level'));
+  const id = stringValue(searchParams.get('id'));
+  return filterBusinessRows(rows, searchParams)
+    .filter((row) => !category || stringValue(row.category) === category || stringValue(row.entity_type) === category)
+    .filter((row) => !level || stringValue(row.level) === level)
+    .filter((row) => !id || stringValue(row.entity_id) === id || stringValue(row.audit_id).includes(id));
+}
+
+function auditLevelLabel(level: string): string {
+  if (level === 'error') return '异常';
+  if (level === 'warn') return '警告';
+  return '信息';
+}
+
 function buildBusinessViewResponse(kind: BusinessViewKind, snapshot: QimingclawSnapshot | null, searchParams: URLSearchParams): Record<string, unknown> {
  const rowsByKind: Record<BusinessViewKind, BusinessViewRow[]> = {
    plans: businessPlanRows(snapshot),
@@ -2374,10 +2475,13 @@ function buildBusinessViewResponse(kind: BusinessViewKind, snapshot: QimingclawS
    artifacts: businessArtifactRows(snapshot),
    approvals: businessApprovalRows(snapshot),
    'route-decisions': routeDecisionRows(snapshot),
+    audits: auditRows(snapshot),
  };
  const rows = kind === 'route-decisions'
    ? filterRouteDecisionRows(rowsByKind[kind], searchParams)
-    : filterBusinessRows(rowsByKind[kind], searchParams);
+    : kind === 'audits'
+      ? filterAuditRows(rowsByKind[kind], searchParams)
+      : filterBusinessRows(rowsByKind[kind], searchParams);
  return {
    ...paginateBusinessRows(rows, searchParams),
    source: BUSINESS_VIEW_SOURCE,
@@ -3339,6 +3443,8 @@ function buildNotifications(snapshot: QimingclawSnapshot | null, state: AdapterS
    ...managedServiceNotifications(snapshot),
    ...planStepDispatchNotifications(snapshot),
    ...routeDecisionNotifications(snapshot),
+    ...diagnosticNotifications(snapshot),
+    ...auditNotifications(snapshot),
    ...taskNotifications(snapshot),
  ]);
  const overlays = state.notificationStateById ?? {};
@@ -3498,6 +3604,48 @@ function routeDecisionNotifications(snapshot: QimingclawSnapshot | null): UserNo
    });
 }

+function diagnosticNotifications(snapshot: QimingclawSnapshot | null): UserNotification[] {
+  return buildDoctor(snapshot).results
+    .filter((result) => result.severity === 'error' || result.severity === 'warn')
+    .map((result) => {
+      const level = result.severity === 'error' ? 'error' : 'warn';
+      const diagnosticId = stringValue(result.id) || `${stringValue(result.category) || 'diagnostic'}:${level}`;
+      return {
+        notification_id: `diagnostic:${diagnosticId}`,
+        plan_id: '',
+        task_id: '',
+        kind: level === 'error' ? 'task_failed' : 'need_input',
+        title: level === 'error' ? '诊断发现异常' : '诊断需要关注',
+        body: result.message,
+        level,
+        status: 'unread',
+        correlation_id: diagnosticId,
+        created_at: result.created_at ?? new Date().toISOString(),
+      } satisfies UserNotification;
+    });
+}
+
+function auditNotifications(snapshot: QimingclawSnapshot | null): UserNotification[] {
+  return auditRows(snapshot)
+    .filter((event) => ['error', 'warn'].includes(stringValue(event.level)))
+    .map((event) => {
+      const level = stringValue(event.level) === 'error' ? 'error' : 'warn';
+      const auditId = stringValue(event.audit_id) || stringValue(event.entity_id) || 'audit';
+      return {
+        notification_id: `audit:${auditId}`,
+        plan_id: stringValue(event.plan_id),
+        task_id: stringValue(event.task_id) || (stringValue(event.entity_type) === 'task' ? stringValue(event.entity_id) : ''),
+        kind: level === 'error' ? 'task_failed' : 'need_input',
+        title: level === 'error' ? '审计发现异常' : '审计需要关注',
+        body: stringValue(event.message) || stringValue(event.action) || auditId,
+        level,
+        status: 'unread',
+        correlation_id: auditId,
+        created_at: stringValue(event.occurred_at) || new Date().toISOString(),
+      } satisfies UserNotification;
+    });
+}
+
 function applyNotificationOverlay(notification: UserNotification, overlay?: NotificationState): UserNotification {
  if (!overlay) return notification;
  return {
@@ -4189,6 +4337,7 @@ function buildWorkday(date: string, snapshot: QimingclawSnapshot | null): Digita
      ],
    },
    route_summary: buildRouteDecisionSummary(snapshot),
+    diagnostic_summary: buildDiagnosticSummary(snapshot),
    daily_report: buildDailyReportProjection({ date, state, generatedAt, selectedCount, events, executionSummaries, runDetails, artifactSources, successCount, failureCount, runningCount, snapshot }),
  };
 }
--- a/qimingclaw/crates/agent-electron-client/embedded/sgrobot-digital/src/pages/digital/CommandDeck.tsx
+++ b/qimingclaw/crates/agent-electron-client/embedded/sgrobot-digital/src/pages/digital/CommandDeck.tsx
@@ -1082,6 +1082,10 @@ export default function CommandDeck({ onNavigate }: { onNavigate: (target: Digit
  const actionableTaskAgents = taskAgents.filter((agent) => agent.can_retry || agent.can_skip || agent.can_cancel);
  const routeSummary = isLiveProjection ? workdayProjection?.route_summary : null;
  const latestRoute = routeSummary?.latest ?? null;
+  const diagnosticSummary = isLiveProjection ? workdayProjection?.diagnostic_summary : null;
+  const diagnosticIssueCount = diagnosticSummary ? diagnosticSummary.doctor.error + diagnosticSummary.doctor.warn : 0;
+  const auditRiskCount = diagnosticSummary ? diagnosticSummary.audit.error + diagnosticSummary.audit.warn : 0;
+  const latestDiagnosticIssue = diagnosticSummary?.latest_issue ?? null;
  const dailyReport = isLiveProjection ? workdayProjection?.daily_report : undefined;
  const runDetails = isLiveProjection
    ? (workdayProjection?.run_details?.length ? workdayProjection.run_details : allEvents.map(runDetailFromEvent))
@@ -2006,12 +2010,25 @@ export default function CommandDeck({ onNavigate }: { onNavigate: (target: Digit
                  <span><em>异常</em><strong>{failedEvents.length}</strong></span>
                </div>

-                {routeSummary && routeSummary.total > 0 && (
-                  <div className="de-route-summary-strip">
-                    <span><em>入口路由</em><strong>{routeSummary.total}</strong></span>
-                    <span><em>已映射</em><strong>{routeSummary.mapped_count}</strong></span>
-                    <span className={routeSummary.attention_count > 0 ? 'is-warning' : ''}><em>需关注</em><strong>{routeSummary.attention_count}</strong></span>
-                    <small>{latestRoute ? `${latestRoute.route_kind} / ${latestRoute.intent_kind} · ${latestRoute.status_label}` : '暂无路由决策'}</small>
+                {(diagnosticSummary || (routeSummary && routeSummary.total > 0)) && (
+                  <div className="de-observation-strip-stack">
+                    {routeSummary && routeSummary.total > 0 && (
+                      <div className="de-route-summary-strip">
+                        <span><em>入口路由</em><strong>{routeSummary.total}</strong></span>
+                        <span><em>已映射</em><strong>{routeSummary.mapped_count}</strong></span>
+                        <span className={routeSummary.attention_count > 0 ? 'is-warning' : ''}><em>需关注</em><strong>{routeSummary.attention_count}</strong></span>
+                        <small>{latestRoute ? `${latestRoute.route_kind} / ${latestRoute.intent_kind} · ${latestRoute.status_label}` : '暂无路由决策'}</small>
+                      </div>
+                    )}
+
+                    {diagnosticSummary && (
+                      <div className="de-diagnostic-summary-strip">
+                        <span className={diagnosticIssueCount > 0 ? 'is-warning' : ''}><em>诊断异常</em><strong>{diagnosticIssueCount}</strong></span>
+                        <span className={auditRiskCount > 0 ? 'is-warning' : ''}><em>审计风险</em><strong>{auditRiskCount}</strong></span>
+                        <span><em>估算请求</em><strong>{diagnosticSummary.cost.request_count}</strong></span>
+                        <small>{latestDiagnosticIssue ? `${latestDiagnosticIssue.category} · ${latestDiagnosticIssue.message}` : '诊断、审计和成本投影正常'}</small>
+                      </div>
+                    )}
                  </div>
                )}

--- a/qimingclaw/crates/agent-electron-client/embedded/sgrobot-digital/src/types/api.ts
+++ b/qimingclaw/crates/agent-electron-client/embedded/sgrobot-digital/src/types/api.ts
@@ -850,6 +850,32 @@ export interface DigitalEmployeeRouteSummary {
  } | null;
 }

+export interface DigitalEmployeeDiagnosticSummary {
+  doctor: {
+    ok: number;
+    warn: number;
+    error: number;
+  };
+  audit: {
+    info: number;
+    warn: number;
+    error: number;
+  };
+  cost: {
+    request_count: number;
+    estimated: boolean;
+    updated_at?: string | null;
+  };
+  latest_issue?: {
+    id: string;
+    source: 'doctor' | 'audit';
+    level: 'warn' | 'error';
+    category: string;
+    message: string;
+    occurred_at?: string | null;
+  } | null;
+}
+
 export interface DigitalEmployeeWorkdayProjection {
  source: DigitalEmployeeProjectionSource;
  demo_reason?: string | null;
@@ -867,6 +893,7 @@ export interface DigitalEmployeeWorkdayProjection {
  decisions: DigitalEmployeeDecision[];
  delivery: DigitalEmployeeDelivery;
  route_summary?: DigitalEmployeeRouteSummary;
+  diagnostic_summary?: DigitalEmployeeDiagnosticSummary;
  daily_report?: DigitalEmployeeDailyReport;
 }

--- a/qimingclaw/crates/agent-electron-client/public/sgrobot-digital/assets/index-Cel_CqfI.js
+++ b/qimingclaw/crates/agent-electron-client/public/sgrobot-digital/assets/index-Cel_CqfI.js
--- a/qimingclaw/crates/agent-electron-client/public/sgrobot-digital/assets/index-DLC8VZMk.css
+++ b/qimingclaw/crates/agent-electron-client/public/sgrobot-digital/assets/index-DLC8VZMk.css
--- a/qimingclaw/crates/agent-electron-client/public/sgrobot-digital/assets/index-YhUdeF7L.js
+++ b/qimingclaw/crates/agent-electron-client/public/sgrobot-digital/assets/index-YhUdeF7L.js
--- a/qimingclaw/crates/agent-electron-client/public/sgrobot-digital/index.html
+++ b/qimingclaw/crates/agent-electron-client/public/sgrobot-digital/index.html
@@ -16,8 +16,8 @@
        console.warn("[qimingclaw] digital employee auth bootstrap skipped", error);
      }
    </script>
-    <script type="module" crossorigin src="./assets/index-YhUdeF7L.js"></script>
-    <link rel="stylesheet" crossorigin href="./assets/index-DSHN6Btj.css">
+    <script type="module" crossorigin src="./assets/index-Cel_CqfI.js"></script>
+    <link rel="stylesheet" crossorigin href="./assets/index-DLC8VZMk.css">
  </head>
  <body>
    <div id="root"></div>
--- a/qimingclaw/crates/agent-electron-client/scripts/check-digital-employee.js
+++ b/qimingclaw/crates/agent-electron-client/scripts/check-digital-employee.js
@@ -168,6 +168,33 @@ function checkSgrobotDigitalAssets() {
  console.log(`[DigitalEmployeeCheck] ${assetRefs.length} asset references OK`);
 }

+function checkDigitalDiagnosticAuditProjection() {
+  console.log("\n[DigitalEmployeeCheck] Verify diagnostic/audit projection hooks");
+  const adapterPath = path.join(packageRoot, "embedded", "sgrobot-digital", "src", "lib", "qimingclawAdapter.ts");
+  const typesPath = path.join(packageRoot, "embedded", "sgrobot-digital", "src", "types", "api.ts");
+  const pagePath = path.join(packageRoot, "embedded", "sgrobot-digital", "src", "pages", "digital", "CommandDeck.tsx");
+  const adapter = fs.readFileSync(adapterPath, "utf8");
+  const types = fs.readFileSync(typesPath, "utf8");
+  const page = fs.readFileSync(pagePath, "utf8");
+  const requiredSnippets = [
+    [adapter, "'audits'", "audit business view kind"],
+    [adapter, "buildDiagnosticSummary", "diagnostic summary builder"],
+    [adapter, "filterAuditRows", "audit filters"],
+    [adapter, "diagnosticNotifications", "diagnostic notifications"],
+    [adapter, "auditNotifications", "audit notifications"],
+    [types, "DigitalEmployeeDiagnosticSummary", "diagnostic summary type"],
+    [types, "diagnostic_summary?: DigitalEmployeeDiagnosticSummary", "workday diagnostic field"],
+    [page, "de-diagnostic-summary-strip", "dashboard diagnostic strip"],
+  ];
+  const missing = requiredSnippets
+    .filter(([content, snippet]) => !content.includes(snippet))
+    .map(([, , label]) => label);
+  if (missing.length > 0) {
+    throw new Error(`Missing diagnostic/audit projection hooks: ${missing.join(", ")}`);
+  }
+  console.log("[DigitalEmployeeCheck] diagnostic/audit projection hooks OK");
+}
+
 function checkLocalDatabaseSchema() {
  console.log("\n[DigitalEmployeeCheck] Verify local SQLite digital schema");
  const dbPath = path.join(os.homedir(), ".qimingclaw", "qimingclaw.db");
@@ -210,6 +237,7 @@ function main() {
    runStep("Build Electron main process", "npm", ["run", "build:main:dev"]);
    runStep("Build embedded digital employee", "npm", ["run", "build:sgrobot-digital"]);
    checkSgrobotDigitalAssets();
+    checkDigitalDiagnosticAuditProjection();
    checkLocalDatabaseSchema();
    console.log("\n[DigitalEmployeeCheck] All checks passed");
  } catch (error) {
--- a/qimingclaw/docs/digital-employee-frontend-integration-plan.md
+++ b/qimingclaw/docs/digital-employee-frontend-integration-plan.md
@@ -594,8 +594,8 @@ GET /api/digital-employee/approvals
    - 建议：下一轮围绕管理端正式路由 UI 和策略下发，把入口路由从本地可观测推进到跨端治理策略。

 11. **诊断 / 成本 / 审计视图**
-    - 已吸收：同步失败诊断较完整，部分 sandbox / memory / service 日志在 qimingclaw 其他模块中存在；embedded adapter 已接管 `/api/doctor`、`/api/cost`、`/api/audit`，从 snapshot、runtime records、sync status、managed services 和 artifact delivery facts 生成只读诊断、估算成本和审计投影，只读投影已开始闭环。
-    - 缺口：sandbox audit 文件、真实 token/cost 采集、CLI/tool 调用审计、诊断修复动作和管理端审计视图尚未统一进入数字员工视图和 outbox。
+    - 已吸收：同步失败诊断较完整，部分 sandbox / memory / service 日志在 qimingclaw 其他模块中存在；embedded adapter 已接管 `/api/doctor`、`/api/cost`、`/api/audit`，从 snapshot、runtime records、sync status、managed services 和 artifact delivery facts 生成只读诊断、估算成本和审计投影；数字员工首页已展示诊断/审计/成本摘要，`/api/digital-employee/audits` 已提供本地审计业务视图，诊断与审计风险通知联动已开始闭环。
+    - 缺口：sandbox audit 文件、真实 token/cost 采集、CLI/tool 调用审计、诊断修复动作和管理端正式审计视图尚未统一进入数字员工视图和 outbox。
    - 建议：下一轮围绕 sandbox audit 与 token/cost 采集，把只读投影升级为可追溯的真实审计与成本统计。

 12. **管理端业务查询模型**