fix(小宝预警): 保证建议不为空并显示更新中

apps/web/app/xiaobao-warning/page.tsx

@@ -2,13 +2,14 @@
 
 import { useEffect, useMemo, useRef, useState } from 'react';
 import { useRouter } from 'next/navigation';
-import { CalendarClock, ShieldCheck, Sparkles, TriangleAlert } from 'lucide-react';
+import { CalendarClock, Loader2, ShieldCheck, Sparkles, TriangleAlert } from 'lucide-react';
 import { RouteGuard, useHasPermission } from '@/components/auth/Guard';
 import { XiaobaoWarningCard } from '@/components/xiaobao-warning/XiaobaoWarningCard';
 import { useXiaobaoWarningRisks } from '@/hooks/useXiaobaoWarningRisks';
 import type { XiaobaoRiskLevel, XiaobaoVersionRisk } from '@/lib/xiaobao-risk';
-import { buildRiskInsightSignature, findPreviousRiskSnapshot, getReusableInsight, requestRiskInsight, shouldRequestRiskInsightWithCacheGate } from '@/lib/xiaobao-risk-ai';
+import { buildRiskInsightSignature, findPreviousRiskSnapshot, requestRiskInsight, shouldRequestRiskInsightWithCacheGate } from '@/lib/xiaobao-risk-ai';
 import { buildRiskSignature, findLatestDailySnapshot, shouldSaveRiskSnapshot } from '@/lib/xiaobao-risk-trend';
+import { attachXiaobaoRiskSuggestion, buildXiaobaoRiskInsightPendingKey } from '@/lib/xiaobao-risk-suggestion';
 import { filterXiaobaoRiskWarnings, formatRemainingWork, sanitizeRiskInsight } from '@/lib/xiaobao-warning-view';
 import { formatDateTime } from '@/lib/format';
 
@@ -41,7 +42,18 @@ export default function XiaobaoWarningPage() {
 function XiaobaoWarningContent() {
   const router = useRouter();
   const canManage = useHasPermission('xiaobao.warning:manage');
-  const { risks, snapshots, insights, riskDataLoaded, saveSnapshot, saveInsight, today } = useXiaobaoWarningRisks({ loadRiskCache: true });
+  const {
+    risks,
+    snapshots,
+    insights,
+    pendingInsightKeys,
+    riskDataLoaded,
+    saveSnapshot,
+    saveInsight,
+    beginInsightUpdate,
+    finishInsightUpdate,
+    today,
+  } = useXiaobaoWarningRisks({ loadRiskCache: true });
   const [selectedRiskId, setSelectedRiskId] = useState<string | null>(null);
   const [selectedProductId, setSelectedProductId] = useState('');
   const [selectedProjectId, setSelectedProjectId] = useState('');
@@ -67,26 +79,40 @@ function XiaobaoWarningContent() {
       const previous = findPreviousRiskSnapshot(snapshots, risk.versionId, today);
       if (!shouldRequestRiskInsightWithCacheGate(riskDataLoaded, insights, risk, previous)) return;
       const signature = buildRiskInsightSignature(risk);
-      const key = `${risk.versionId}:${signature}`;
+      const key = buildXiaobaoRiskInsightPendingKey(risk);
+      if (pendingInsightKeys.includes(key)) return;
       if (requestedInsightKeysRef.current.has(key)) return;
       requestedInsightKeysRef.current.add(key);
+      beginInsightUpdate(key);
       requestRiskInsight(risk).then((response) => {
         if (!response.ok) return;
-        saveInsight({
+        return saveInsight({
           versionId: risk.versionId,
           riskSignature: signature,
           insight: sanitizeRiskInsight(response.result),
           generatedAt: new Date().toISOString(),
           providerInfo: { model: response.meta.model },
         }).catch(() => {});
-      }).catch(() => {});
+      }).catch(() => {}).finally(() => {
+        finishInsightUpdate(key);
       });
-  }, [insights, riskDataLoaded, risks, saveInsight, snapshots, today]);
+    });
+  }, [
+    beginInsightUpdate,
+    finishInsightUpdate,
+    insights,
+    pendingInsightKeys,
+    riskDataLoaded,
+    risks,
+    saveInsight,
+    snapshots,
+    today,
+  ]);
 
-  const risksWithInsight = useMemo(() => risks.map((risk) => {
+  const risksWithInsight = useMemo(() => risks.map((risk) => attachXiaobaoRiskSuggestion(risk, {
-    const cached = getReusableInsight(insights, risk);
+    insights,
-    return cached ? { ...risk, aiInsight: sanitizeRiskInsight(cached.insight) } : risk;
+    pendingInsightKeys,
-  }), [insights, risks]);
+  })), [insights, pendingInsightKeys, risks]);
 
   const warningRisks = useMemo(() => filterXiaobaoRiskWarnings(risksWithInsight), [risksWithInsight]);
   const productOptions = useMemo(() => buildProductOptions(warningRisks), [warningRisks]);
@@ -261,6 +287,7 @@ function XiaobaoWarningDetailPanel({ risk, onNavigate }: { risk: XiaobaoVersionR
       </div>
 
       <Section title="小宝建议">
+        {risk.aiInsightUpdating && <InsightUpdatingNotice source={risk.aiInsightSource} />}
         {risk.aiInsight ? (
           <div className="space-y-3">
             <div className="rounded-lg border border-[var(--line)] bg-[var(--bg-card)] p-4">
@@ -357,6 +384,18 @@ function XiaobaoWarningDetailPanel({ risk, onNavigate }: { risk: XiaobaoVersionR
   );
 }
 
+function InsightUpdatingNotice({ source }: { source?: XiaobaoVersionRisk['aiInsightSource'] }) {
+  const detail = source === 'previous_ai'
+    ? '当前先显示上一条建议，生成完成后会自动替换。'
+    : '当前先显示规则建议，生成完成后会自动替换。';
+  return (
+    <div className="flex items-start gap-2 rounded-lg border border-amber-200 bg-amber-50 px-3 py-2 text-[12px] leading-5 text-amber-800">
+      <Loader2 className="mt-0.5 h-3.5 w-3.5 shrink-0 animate-spin" />
+      <span>新的小宝建议更新中。{detail}</span>
+    </div>
+  );
+}
+
 function RiskLevelBadge({ level }: { level: XiaobaoRiskLevel }) {
   return (
     <span className={`inline-flex shrink-0 rounded-full border px-2 py-0.5 text-[11px] font-medium ${RISK_LEVEL_STYLE[level]}`}>

apps/web/components/xiaobao-warning/XiaobaoWarningDrawer.tsx

@@ -1,9 +1,10 @@
 'use client';
 
-import { CalendarClock, Sparkles, X } from 'lucide-react';
+import { CalendarClock, Loader2, Sparkles, X } from 'lucide-react';
 import type { XiaobaoVersionRisk } from '@/lib/xiaobao-risk';
 import { formatDateTime } from '@/lib/format';
 import { formatRemainingWork } from '@/lib/xiaobao-warning-view';
+import { buildRuleBasedRiskInsight } from '@/lib/xiaobao-risk-suggestion';
 
 export function XiaobaoWarningDrawer({
   risk,
@@ -22,6 +23,7 @@ export function XiaobaoWarningDrawer({
     ...(evidence?.todayRisks ?? []),
     ...(evidence?.progressNotes ?? []),
   ];
+  const aiInsight = risk.aiInsight ?? buildRuleBasedRiskInsight(risk);
 
   return (
     <div className="fixed inset-0 z-50 flex justify-end bg-black/40">
@@ -95,16 +97,17 @@ export function XiaobaoWarningDrawer({
           </Section>
 
           <Section title="小宝建议">
-            {risk.aiInsight ? (
+            {risk.aiInsightUpdating && <InsightUpdatingNotice source={risk.aiInsightSource} />}
+            {aiInsight ? (
               <div className="space-y-2">
                 <div className="rounded-lg border border-[var(--line)] bg-[var(--bg-card)] p-3">
                   <p className="flex items-start gap-1.5 text-[12px] font-medium text-[var(--ink)]">
                     <Sparkles className="mt-0.5 h-3.5 w-3.5 shrink-0 text-[var(--accent)]" />
-                    <span>{risk.aiInsight.summary}</span>
+                    <span>{aiInsight.summary}</span>
                   </p>
-                  <p className="mt-2 text-[12px] leading-5 text-[var(--ink-soft)]">{risk.aiInsight.forecast}</p>
+                  <p className="mt-2 text-[12px] leading-5 text-[var(--ink-soft)]">{aiInsight.forecast}</p>
                 </div>
-                {risk.aiInsight.suggestedActions.map((action) => (
+                {aiInsight.suggestedActions.map((action) => (
                   <div key={action} className="rounded-lg border border-[var(--line)] bg-[var(--bg-card)] p-3 text-[12px] leading-5 text-[var(--ink-soft)]">
                     {action}
                   </div>
@@ -146,6 +149,18 @@ function Section({ title, children }: { title: string; children: React.ReactNode
   );
 }
 
+function InsightUpdatingNotice({ source }: { source?: XiaobaoVersionRisk['aiInsightSource'] }) {
+  const detail = source === 'previous_ai'
+    ? '当前先显示上一条建议，生成完成后会自动替换。'
+    : '当前先显示规则建议，生成完成后会自动替换。';
+  return (
+    <div className="flex items-start gap-2 rounded-lg border border-amber-200 bg-amber-50 px-3 py-2 text-[12px] leading-5 text-amber-800">
+      <Loader2 className="mt-0.5 h-3.5 w-3.5 shrink-0 animate-spin" />
+      <span>新的小宝建议更新中。{detail}</span>
+    </div>
+  );
+}
+
 function Empty({ text }: { text: string }) {
   return (
     <div className="rounded-lg border border-dashed border-[var(--line)] bg-[var(--bg-card)] p-3 text-[12px] text-[var(--ink-muted)]">

apps/web/hooks/useXiaobaoWarningRisks.ts

@@ -28,7 +28,17 @@ export function useXiaobaoWarningRisks({ loadRiskCache = false }: { loadRiskCach
   const { bugs, fetchBugs } = useBugStore();
   const { activities, fetchActivities } = useWorkActivityStore();
   const { worklogs, fetchWorklogs } = useTaskWorklogStore();
-  const { snapshots, insights, riskDataLoaded, fetchRiskData, saveSnapshot, saveInsight } = useXiaobaoRiskStore();
+  const {
+    snapshots,
+    insights,
+    pendingInsightKeys,
+    riskDataLoaded,
+    fetchRiskData,
+    saveSnapshot,
+    saveInsight,
+    beginInsightUpdate,
+    finishInsightUpdate,
+  } = useXiaobaoRiskStore();
   const [calculationNow] = useState(() => new Date());
   const today = useMemo(() => new Date().toISOString().slice(0, 10), []);
 
@@ -111,9 +121,12 @@ export function useXiaobaoWarningRisks({ loadRiskCache = false }: { loadRiskCach
     risks,
     snapshots,
     insights,
+    pendingInsightKeys,
     riskDataLoaded,
     saveSnapshot,
     saveInsight,
+    beginInsightUpdate,
+    finishInsightUpdate,
     today,
   };
 }

apps/web/lib/xiaobao-risk-suggestion.test.ts

@@ -0,0 +1,127 @@
+import assert from 'node:assert/strict';
+import test from 'node:test';
+import { buildRiskInsightSignature } from './xiaobao-risk-ai';
+import type { XiaobaoRiskInsightCacheItem } from './xiaobao-risk-cache';
+import type { XiaobaoVersionRisk } from './xiaobao-risk';
+import { attachXiaobaoRiskSuggestion } from './xiaobao-risk-suggestion';
+
+function risk(patch: Partial<XiaobaoVersionRisk> = {}): XiaobaoVersionRisk {
+  return {
+    versionId: 'ver-1',
+    versionName: 'V1.0',
+    productId: 'prod-1',
+    productName: 'Product A',
+    projectId: 'proj-1',
+    projectName: 'Project A',
+    riskScore: 68,
+    riskLevel: 'attention',
+    expectedReleaseDate: '2026-07-05',
+    confidence: 80,
+    confidenceLevel: 'high',
+    forecastReleaseDate: '2026-07-05T10:00:00.000Z',
+    delayDays: 0,
+    remainingWorkHours: 8,
+    reasons: [
+      {
+        key: 'remaining_work',
+        title: '剩余工作量',
+        detail: '预计还剩 8h 工作量。',
+        severity: 'warning',
+      },
+    ],
+    silentRisks: [],
+    signals: {
+      unfinishedCount: 1,
+      openBugCount: 0,
+      criticalBugCount: 0,
+      failedTestCount: 0,
+      blockedCount: 0,
+      silentRiskCount: 0,
+      daysToExpectedRelease: 2,
+    },
+    currentSnapshot: {
+      versionId: 'ver-1',
+      date: '2026-06-30',
+      riskScore: 68,
+      riskLevel: 'attention',
+      forecastReleaseDate: '2026-07-05T10:00:00.000Z',
+      openBugCount: 0,
+      criticalBugCount: 0,
+      failedTestCount: 0,
+      blockedCount: 0,
+      silentRiskCount: 0,
+      confidence: 80,
+      createdAt: '2026-06-30T10:00:00.000Z',
+    },
+    trend: { direction: 'flat', delta: 0, summary: '风险保持稳定。', pattern: 'stable' },
+    ...patch,
+  };
+}
+
+function insight(itemRisk: XiaobaoVersionRisk, patch: Partial<XiaobaoRiskInsightCacheItem> = {}): XiaobaoRiskInsightCacheItem {
+  return {
+    versionId: itemRisk.versionId,
+    riskSignature: buildRiskInsightSignature(itemRisk),
+    insight: {
+      summary: '旧的小宝建议',
+      why: ['仍有工作未完成'],
+      forecast: '当前建议继续观察。',
+      suggestedActions: ['确认剩余任务负责人和完成时间。'],
+      ownerHints: [],
+      generatedAt: '2026-06-30T09:00:00.000Z',
+    },
+    generatedAt: '2026-06-30T09:00:00.000Z',
+    ...patch,
+  };
+}
+
+test('attachXiaobaoRiskSuggestion provides a rule suggestion when AI cache is empty', () => {
+  const result = attachXiaobaoRiskSuggestion(risk(), {
+    insights: [],
+    pendingInsightKeys: [],
+  });
+
+  assert.equal(result.aiInsightSource, 'rule');
+  assert.equal(result.aiInsightUpdating, false);
+  assert.ok(result.aiInsight?.summary);
+  assert.ok(result.aiInsight?.forecast);
+  assert.ok((result.aiInsight?.suggestedActions.length ?? 0) > 0);
+});
+
+test('attachXiaobaoRiskSuggestion keeps previous AI suggestion while a new one is updating', () => {
+  const previous = risk({ riskScore: 52, riskLevel: 'attention' });
+  const current = risk({ riskScore: 82, riskLevel: 'at_risk', delayDays: 1 });
+  const pendingKey = `${current.versionId}:${buildRiskInsightSignature(current)}`;
+
+  const result = attachXiaobaoRiskSuggestion(current, {
+    insights: [insight(previous)],
+    pendingInsightKeys: [pendingKey],
+  });
+
+  assert.equal(result.aiInsightSource, 'previous_ai');
+  assert.equal(result.aiInsightUpdating, true);
+  assert.equal(result.aiInsight?.summary, '旧的小宝建议');
+});
+
+test('attachXiaobaoRiskSuggestion uses the current AI suggestion when the signature matches', () => {
+  const current = risk({ riskScore: 82, riskLevel: 'at_risk', delayDays: 1 });
+
+  const result = attachXiaobaoRiskSuggestion(current, {
+    insights: [insight(current, {
+      insight: {
+        summary: '新的小宝建议',
+        why: ['风险已升高'],
+        forecast: '预计延期 1 天。',
+        suggestedActions: ['先处理阻塞和失败用例。'],
+        ownerHints: [],
+        generatedAt: '2026-06-30T10:00:00.000Z',
+      },
+      generatedAt: '2026-06-30T10:00:00.000Z',
+    })],
+    pendingInsightKeys: [],
+  });
+
+  assert.equal(result.aiInsightSource, 'current_ai');
+  assert.equal(result.aiInsightUpdating, false);
+  assert.equal(result.aiInsight?.summary, '新的小宝建议');
+});

apps/web/lib/xiaobao-risk-suggestion.ts

@@ -0,0 +1,128 @@
+import { buildRiskInsightSignature, findLatestRiskInsightForVersion, getReusableInsight } from './xiaobao-risk-ai';
+import type { XiaobaoRiskInsight, XiaobaoRiskInsightCacheItem } from './xiaobao-risk-cache';
+import type { RiskReason, XiaobaoVersionRisk } from './xiaobao-risk';
+import { sanitizeRiskInsight } from './xiaobao-warning-view';
+
+interface AttachXiaobaoRiskSuggestionInput {
+  insights: XiaobaoRiskInsightCacheItem[];
+  pendingInsightKeys: string[];
+  now?: Date;
+}
+
+const RISK_LEVEL_LABEL: Record<XiaobaoVersionRisk['riskLevel'], string> = {
+  on_track: '按期',
+  attention: '需关注',
+  at_risk: '有风险',
+  likely_delayed: '大概率延期',
+  blocked: '阻塞',
+};
+
+export function buildXiaobaoRiskInsightPendingKey(risk: XiaobaoVersionRisk): string {
+  return `${risk.versionId}:${buildRiskInsightSignature(risk)}`;
+}
+
+export function attachXiaobaoRiskSuggestion(
+  risk: XiaobaoVersionRisk,
+  input: AttachXiaobaoRiskSuggestionInput,
+): XiaobaoVersionRisk {
+  const pendingKey = buildXiaobaoRiskInsightPendingKey(risk);
+  const isUpdating = input.pendingInsightKeys.includes(pendingKey);
+  const reusable = getReusableInsight(input.insights, risk);
+  if (reusable) {
+    return {
+      ...risk,
+      aiInsight: sanitizeRiskInsight(reusable.insight),
+      aiInsightSource: 'current_ai',
+      aiInsightUpdating: false,
+    };
+  }
+
+  const latest = findLatestRiskInsightForVersion(input.insights, risk.versionId);
+  if (latest) {
+    return {
+      ...risk,
+      aiInsight: sanitizeRiskInsight(latest.insight),
+      aiInsightSource: 'previous_ai',
+      aiInsightUpdating: isUpdating,
+    };
+  }
+
+  return {
+    ...risk,
+    aiInsight: buildRuleBasedRiskInsight(risk, input.now),
+    aiInsightSource: 'rule',
+    aiInsightUpdating: isUpdating,
+  };
+}
+
+export function buildRuleBasedRiskInsight(risk: XiaobaoVersionRisk, now = new Date()): XiaobaoRiskInsight {
+  const firstReason = risk.reasons[0];
+  const why = risk.reasons.length > 0
+    ? risk.reasons.slice(0, 4).map((reason) => reason.detail || reason.title)
+    : [risk.trend.summary || '当前版本存在规则层识别到的发布风险。'];
+  const forecastDate = formatDate(risk.forecastReleaseDate);
+  const expectedDate = formatDate(risk.expectedReleaseDate);
+  const forecast = risk.delayDays > 0
+    ? `按当前剩余工作量和风险信号，预计较期望发版日期${expectedDate ? `（${expectedDate}）` : ''}延期约 ${risk.delayDays} 天，可发窗口约为 ${forecastDate || '重新评估后确认'}。`
+    : `按当前规则预测，版本仍有风险需要收敛；预计可发窗口为 ${forecastDate || expectedDate || '待补齐计划后确认'}。`;
+
+  return sanitizeRiskInsight({
+    summary: `${risk.versionName} 当前风险分 ${risk.riskScore}，状态为${RISK_LEVEL_LABEL[risk.riskLevel]}。${firstReason?.title ? `主要关注：${firstReason.title}。` : ''}`,
+    why,
+    forecast,
+    recommendedReleaseWindow: buildReleaseWindow(risk),
+    suggestedActions: buildRuleActions(risk),
+    ownerHints: buildOwnerHints(risk),
+    generatedAt: now.toISOString(),
+  });
+}
+
+function buildReleaseWindow(risk: XiaobaoVersionRisk): string | undefined {
+  const forecastDate = formatDate(risk.forecastReleaseDate);
+  if (!forecastDate) return undefined;
+  if (risk.delayDays > 0) return `建议优先以 ${forecastDate} 作为新的候选发版窗口，并在关键风险关闭后再确认。`;
+  return `建议继续以 ${forecastDate} 附近作为候选发版窗口，但需要先完成当前风险项收敛。`;
+}
+
+function buildRuleActions(risk: XiaobaoVersionRisk): string[] {
+  const actions = risk.reasons.flatMap(reasonToActions);
+  const unique = Array.from(new Set(actions));
+  if (unique.length > 0) return unique.slice(0, 4);
+  return ['确认剩余任务、测试失败、Bug 和阻塞项的负责人及预计完成时间。'];
+}
+
+function reasonToActions(reason: RiskReason): string[] {
+  switch (reason.key) {
+    case 'critical_bug':
+      return ['优先收敛 P1 或致命 Bug，明确修复人、复测人和关闭时间。'];
+    case 'failed_test':
+      return ['安排测试负责人复测失败用例，并同步失败原因和修复进展。'];
+    case 'blocked_work':
+      return ['先解除阻塞项，无法当天解除的需要明确替代方案或延期影响。'];
+    case 'forecast_delay':
+    case 'remaining_work':
+      return ['按剩余工作量重排今天到发版日前的完成顺序，先处理影响发版的主链路事项。'];
+    case 'silent_risk':
+      return ['要求未更新的负责人补充今日日报或活动证据，避免静默风险继续扩大。'];
+    default:
+      return reason.detail ? [`跟进：${reason.detail}`] : [];
+  }
+}
+
+function buildOwnerHints(risk: XiaobaoVersionRisk): string[] {
+  const hints: string[] = [];
+  if (risk.signals.unfinishedCount > 0) hints.push(`仍有 ${risk.signals.unfinishedCount} 个未完成事项，需要逐项确认负责人。`);
+  if (risk.signals.openBugCount > 0) hints.push(`仍有 ${risk.signals.openBugCount} 个未关闭 Bug，需要确认修复和复测节奏。`);
+  if (risk.signals.silentRiskCount > 0) hints.push(`存在 ${risk.signals.silentRiskCount} 个静默风险，需要负责人补充进展。`);
+  return hints;
+}
+
+function formatDate(value: string | null | undefined): string | undefined {
+  if (!value) return undefined;
+  const raw = value.trim();
+  if (!raw) return undefined;
+  if (/^\d{4}-\d{2}-\d{2}/.test(raw)) return raw.slice(0, 10);
+  const time = new Date(raw).getTime();
+  if (!Number.isFinite(time)) return undefined;
+  return new Date(time).toISOString().slice(0, 10);
+}

apps/web/lib/xiaobao-risk.ts

@@ -70,6 +70,8 @@ export interface XiaobaoVersionRisk {
   signals: XiaobaoRiskSignals;
   currentSnapshot: XiaobaoRiskSnapshot;
   aiInsight?: XiaobaoRiskInsight;
+  aiInsightUpdating?: boolean;
+  aiInsightSource?: 'current_ai' | 'previous_ai' | 'rule';
   trend: {
     direction: 'up' | 'down' | 'flat' | 'unknown';
     delta: number;

apps/web/stores/useXiaobaoRiskStore.ts

@@ -13,11 +13,14 @@ import type { XiaobaoRiskSnapshot } from '@/lib/xiaobao-risk-trend';
 interface XiaobaoRiskState {
   snapshots: XiaobaoRiskSnapshot[];
   insights: XiaobaoRiskInsightCacheItem[];
+  pendingInsightKeys: string[];
   riskDataLoaded: boolean;
   error?: string;
   fetchRiskData: () => Promise<void>;
   saveSnapshot: (item: XiaobaoRiskSnapshot) => Promise<void>;
   saveInsight: (item: XiaobaoRiskInsightCacheItem) => Promise<void>;
+  beginInsightUpdate: (key: string) => void;
+  finishInsightUpdate: (key: string) => void;
 }
 
 async function loadSnapshots(): Promise<XiaobaoRiskSnapshot[] | null> {
@@ -42,6 +45,7 @@ let insightSaveQueue: Promise<void> = Promise.resolve();
 export const useXiaobaoRiskStore = create<XiaobaoRiskState>((set, get) => ({
   snapshots: [],
   insights: [],
+  pendingInsightKeys: [],
   riskDataLoaded: false,
   error: undefined,
 
@@ -91,4 +95,15 @@ export const useXiaobaoRiskStore = create<XiaobaoRiskState>((set, get) => ({
       throw error;
     }
   },
+
+  beginInsightUpdate: (key) => {
+    if (!key) return;
+    if (get().pendingInsightKeys.includes(key)) return;
+    set({ pendingInsightKeys: [...get().pendingInsightKeys, key] });
+  },
+
+  finishInsightUpdate: (key) => {
+    if (!key) return;
+    set({ pendingInsightKeys: get().pendingInsightKeys.filter((item) => item !== key) });
+  },
 }));