diff --git a/frontend/src/components/StrategyEvaluationPage.tsx b/frontend/src/components/StrategyEvaluationPage.tsx
index e2c4cdc..632f54c 100644
--- a/frontend/src/components/StrategyEvaluationPage.tsx
+++ b/frontend/src/components/StrategyEvaluationPage.tsx
@@ -49,7 +49,7 @@ import BacktestAnalysisReportModal from './backtest/BacktestAnalysisReportModal'
 import type { BacktestAnalysisReportModel } from './backtest/BacktestAnalysisReportModal';
 import { buildChartBacktestReportModel } from '../utils/backtestReportModel';
 import { BACKTEST_DISPLAY_BAR_COUNT } from '../utils/backtestWarmup';
-import StrategyEvaluationAiVerifyModal from './strategyEvaluation/StrategyEvaluationAiVerifyModal';
+import StrategyEvaluationAiVerifyPanel from './strategyEvaluation/StrategyEvaluationAiVerifyPanel';
 import {
   buildStrategyEvaluationAiVerifyContext,
   requestStrategyEvaluationAiVerify,
@@ -65,6 +65,7 @@ const LEFT_DEFAULT = 380;
 const RIGHT_DEFAULT = 440;
 
 type LeftTab = 'strategy' | 'market' | 'settings';
+type RightTab = 'signal' | 'ai';
 
 function readMinWidth(key: string, fallback: number): number {
   return Math.max(readStoredSize(key, fallback), fallback);
@@ -99,16 +100,15 @@ export default function StrategyEvaluationPage({ theme = 'dark' }: Props) {
   const [reportOpen, setReportOpen] = useState(false);
   const [reportModel, setReportModel] = useState<BacktestAnalysisReportModel | null>(null);
   const [reportLoading, setReportLoading] = useState(false);
-  const [aiVerifyOpen, setAiVerifyOpen] = useState(false);
+  const [rightTab, setRightTab] = useState<RightTab>('signal');
+  const [aiVerifyUnread, setAiVerifyUnread] = useState(false);
   const [aiVerifyRunning, setAiVerifyRunning] = useState(false);
   const [aiVerifyError, setAiVerifyError] = useState<string | null>(null);
   const [aiVerifyResult, setAiVerifyResult] = useState<StrategyEvaluationAiVerifyResponse | null>(null);
   const [aiVerifyContext, setAiVerifyContext] = useState<import('../utils/strategyEvaluationAiVerify').StrategyEvaluationAiVerifyContext | null>(null);
   const [aiVerifySummary, setAiVerifySummary] = useState<string | null>(null);
-  const [aiVerifyCompleteNotice, setAiVerifyCompleteNotice] = useState(false);
-  const [aiVerifyErrorNotice, setAiVerifyErrorNotice] = useState<string | null>(null);
   const aiVerifyGenRef = useRef(0);
-  const aiVerifyOpenRef = useRef(aiVerifyOpen);
+  const rightTabRef = useRef<RightTab>('signal');
   const aiVerifyPollAbortRef = useRef<AbortController | null>(null);
   const reportCacheKeyRef = useRef<string | null>(null);
   const reportGenRef = useRef(0);
@@ -122,12 +122,11 @@ export default function StrategyEvaluationPage({ theme = 'dark' }: Props) {
   }, []);
 
   useEffect(() => {
-    aiVerifyOpenRef.current = aiVerifyOpen;
-    if (aiVerifyOpen) {
-      setAiVerifyCompleteNotice(false);
-      setAiVerifyErrorNotice(null);
+    rightTabRef.current = rightTab;
+    if (rightTab === 'ai') {
+      setAiVerifyUnread(false);
     }
-  }, [aiVerifyOpen]);
+  }, [rightTab]);
 
   const getEvalParams = useMemo(
     () => mergeEvalGetParams(baseGetParams, appliedIndicatorParams),
@@ -415,13 +414,13 @@ export default function StrategyEvaluationPage({ theme = 'dark' }: Props) {
     aiVerifyPollAbortRef.current = pollAbort;
 
     const runId = ++aiVerifyGenRef.current;
-    setAiVerifyOpen(true);
+    setRightTab('ai');
+    setRightOpen(true);
     setAiVerifyRunning(true);
     setAiVerifyError(null);
     setAiVerifyResult(null);
     setAiVerifyContext(null);
-    setAiVerifyCompleteNotice(false);
-    setAiVerifyErrorNotice(null);
+    setAiVerifyUnread(false);
 
     try {
       const indicatorParams = buildEvalParamsFromStrategy(selectedStrategy, getEvalParams);
@@ -448,17 +447,15 @@ export default function StrategyEvaluationPage({ theme = 'dark' }: Props) {
       });
       if (runId !== aiVerifyGenRef.current) return;
       setAiVerifyResult(result);
-      if (!aiVerifyOpenRef.current) {
-        setAiVerifyCompleteNotice(true);
+      if (rightTabRef.current !== 'ai') {
+        setAiVerifyUnread(true);
       }
     } catch (e) {
       if (runId !== aiVerifyGenRef.current) return;
       if (e instanceof DOMException && e.name === 'AbortError') return;
       const msg = e instanceof Error ? e.message : 'AI 검증 요청 실패';
       setAiVerifyError(msg);
-      if (!aiVerifyOpenRef.current) {
-        setAiVerifyErrorNotice(msg);
-      }
+      setAiVerifyUnread(true);
     } finally {
       if (runId === aiVerifyGenRef.current) {
         setAiVerifyRunning(false);
@@ -482,17 +479,12 @@ export default function StrategyEvaluationPage({ theme = 'dark' }: Props) {
   ]);
 
   const handleOpenAiVerify = useCallback(() => {
-    if (aiVerifyRunning) {
-      setAiVerifyOpen(true);
-      return;
-    }
+    setRightOpen(true);
+    setRightTab('ai');
+    if (aiVerifyRunning) return;
     void runAiVerify();
   }, [aiVerifyRunning, runAiVerify]);
 
-  const handleCloseAiVerify = useCallback(() => {
-    setAiVerifyOpen(false);
-  }, []);
-
   const handleOpenReport = useCallback(async () => {
     if (reportDisabled || !selectedStrategyId || !selectedStrategy) return;
 
@@ -779,6 +771,44 @@ export default function StrategyEvaluationPage({ theme = 'dark' }: Props) {
           />
           )}
           <aside className={`btd-right seval-right-panel seval-right-sidebar${rightOpen ? ' seval-right-sidebar--open' : ''}`}>
+          <div className="seval-right-tabs" role="tablist" aria-label="우측 패널">
+            <button
+              type="button"
+              role="tab"
+              id="seval-right-tab-signal"
+              aria-selected={rightTab === 'signal'}
+              aria-controls="seval-right-panel-signal"
+              className={`btd-exec-tab seval-right-tab${rightTab === 'signal' ? ' btd-exec-tab--on' : ''}`}
+              onClick={() => setRightTab('signal')}
+            >
+              시그널
+            </button>
+            <button
+              type="button"
+              role="tab"
+              id="seval-right-tab-ai"
+              aria-selected={rightTab === 'ai'}
+              aria-controls="seval-right-panel-ai"
+              className={`btd-exec-tab seval-right-tab${rightTab === 'ai' ? ' btd-exec-tab--on' : ''}`}
+              onClick={() => setRightTab('ai')}
+            >
+              AI 분석
+              {aiVerifyRunning && (
+                <span className="seval-right-tab-spinner btd-run-spinner" aria-label="분석 중" />
+              )}
+              {!aiVerifyRunning && aiVerifyUnread && (
+                <span className="seval-right-tab-badge" aria-label="새 결과" />
+              )}
+            </button>
+          </div>
+
+          {rightTab === 'signal' && (
+          <div
+            id="seval-right-panel-signal"
+            role="tabpanel"
+            aria-labelledby="seval-right-tab-signal"
+            className="seval-right-tab-panel"
+          >
           <div className="seval-signal-head">
             <span className="seval-signal-market">{getKoreanName(market)}</span>
             <span
@@ -820,6 +850,27 @@ export default function StrategyEvaluationPage({ theme = 'dark' }: Props) {
             </span>
             <span className="seval-strategy-chip">{strategyLabel}</span>
           </footer>
+          </div>
+          )}
+
+          {rightTab === 'ai' && (
+          <div
+            id="seval-right-panel-ai"
+            role="tabpanel"
+            aria-labelledby="seval-right-tab-ai"
+            className="seval-right-tab-panel seval-right-tab-panel--ai"
+          >
+            <StrategyEvaluationAiVerifyPanel
+              loading={aiVerifyRunning}
+              error={aiVerifyError}
+              contextSummary={aiVerifySummary}
+              verifyContext={aiVerifyContext}
+              result={aiVerifyResult}
+              runDisabled={aiVerifyDisabled}
+              onRun={() => { void runAiVerify(); }}
+            />
+          </div>
+          )}
           </aside>
         </div>
       </div>
@@ -838,79 +889,6 @@ export default function StrategyEvaluationPage({ theme = 'dark' }: Props) {
         onClose={() => setReportOpen(false)}
         model={reportModel}
       />
-
-      <StrategyEvaluationAiVerifyModal
-        open={aiVerifyOpen}
-        onClose={handleCloseAiVerify}
-        loading={aiVerifyRunning}
-        error={aiVerifyError}
-        contextSummary={aiVerifySummary}
-        verifyContext={aiVerifyContext}
-        result={aiVerifyResult}
-        theme={theme}
-        onRetry={() => { void runAiVerify(); }}
-      />
-
-      {aiVerifyRunning && !aiVerifyOpen && (
-        <div className="seval-ai-verify-bg-pill" role="status" aria-live="polite">
-          <span className="btd-run-spinner seval-ai-verify-bg-pill-spinner" aria-hidden />
-          <span>AI 분석 진행 중…</span>
-          <button
-            type="button"
-            className="seval-ai-verify-bg-pill-btn"
-            onClick={() => setAiVerifyOpen(true)}
-          >
-            진행 보기
-          </button>
-        </div>
-      )}
-
-      {(aiVerifyCompleteNotice || aiVerifyErrorNotice) && !aiVerifyOpen && (
-        <div
-          className={`seval-ai-verify-notice${aiVerifyErrorNotice ? ' seval-ai-verify-notice--error' : ''}`}
-          role="status"
-        >
-          <span className="seval-ai-verify-notice-text">
-            {aiVerifyErrorNotice ?? 'AI 분석이 완료되었습니다.'}
-          </span>
-          <div className="seval-ai-verify-notice-actions">
-            {!aiVerifyErrorNotice && (
-              <button
-                type="button"
-                className="seval-ai-verify-notice-btn seval-ai-verify-notice-btn--primary"
-                onClick={() => {
-                  setAiVerifyCompleteNotice(false);
-                  setAiVerifyOpen(true);
-                }}
-              >
-                결과 보기
-              </button>
-            )}
-            <button
-              type="button"
-              className="seval-ai-verify-notice-btn"
-              onClick={() => {
-                setAiVerifyCompleteNotice(false);
-                setAiVerifyErrorNotice(null);
-              }}
-            >
-              닫기
-            </button>
-            {aiVerifyErrorNotice && (
-              <button
-                type="button"
-                className="seval-ai-verify-notice-btn seval-ai-verify-notice-btn--primary"
-                onClick={() => {
-                  setAiVerifyErrorNotice(null);
-                  setAiVerifyOpen(true);
-                }}
-              >
-                상세
-              </button>
-            )}
-          </div>
-        </div>
-      )}
     </div>
   );
 }
diff --git a/frontend/src/components/strategyEvaluation/StrategyEvaluationAiVerifyModal.tsx b/frontend/src/components/strategyEvaluation/StrategyEvaluationAiVerifyPanel.tsx
similarity index 65%
rename from frontend/src/components/strategyEvaluation/StrategyEvaluationAiVerifyModal.tsx
rename to frontend/src/components/strategyEvaluation/StrategyEvaluationAiVerifyPanel.tsx
index eb57171..f530b94 100644
--- a/frontend/src/components/strategyEvaluation/StrategyEvaluationAiVerifyModal.tsx
+++ b/frontend/src/components/strategyEvaluation/StrategyEvaluationAiVerifyPanel.tsx
@@ -1,8 +1,7 @@
 /**
- * 전략 평가 — AI 검증 결과 모달
+ * 전략 평가 — 우측 패널 AI 검증 탭
  */
 import React, { useCallback, useEffect, useMemo, useRef, useState } from 'react';
-import { createPortal } from 'react-dom';
 import type {
   AiVerifyFixPointsBundle,
   StrategyEvaluationAiVerifyContext,
@@ -10,20 +9,6 @@ import type {
 import { buildAiVerifyFixPoints } from '../../utils/strategyEvaluationAiVerify';
 import type { StrategyEvaluationAiVerifyResponse } from '../../utils/strategyEvaluationAiVerify';
 
-import type { Theme } from '../../types';
-
-interface Props {
-  open: boolean;
-  onClose: () => void;
-  loading: boolean;
-  error: string | null;
-  contextSummary: string | null;
-  verifyContext: StrategyEvaluationAiVerifyContext | null;
-  result: StrategyEvaluationAiVerifyResponse | null;
-  onRetry?: () => void;
-  theme?: Theme;
-}
-
 function renderAnalysisMarkdown(text: string): React.ReactNode {
   const lines = text.split('\n');
   const nodes: React.ReactNode[] = [];
@@ -141,9 +126,7 @@ const Ta4jDiagnosticsSummary: React.FC<{ diagnostics: Record<string, unknown> }>
   );
 };
 
-const FixPointsPanel: React.FC<{
-  bundle: AiVerifyFixPointsBundle;
-}> = ({ bundle }) => {
+const FixPointsPanel: React.FC<{ bundle: AiVerifyFixPointsBundle }> = ({ bundle }) => {
   const [copied, setCopied] = useState(false);
   const [expandedId, setExpandedId] = useState<string | null>(
     bundle.points[0]?.id ?? null,
@@ -167,7 +150,7 @@ const FixPointsPanel: React.FC<{
             수정 포인트 (Cursor AI)
           </h3>
           <p className="seval-ai-verify-fixpoints-desc">
-            로직 불일치가 감지되었습니다. 각 항목의 평가 상황·설정·결과를 Cursor에 붙여넣어 원인 분석 및 수정을 요청할 수 있습니다.
+            로직 불일치가 감지되었습니다. 각 항목을 Cursor에 붙여넣어 원인 분석·수정을 요청할 수 있습니다.
           </p>
           {bundle.verdictHint && (
             <p className="seval-ai-verify-fixpoints-verdict">AI 판정: {bundle.verdictHint}</p>
@@ -221,16 +204,24 @@ const FixPointsPanel: React.FC<{
   );
 };
 
-const StrategyEvaluationAiVerifyModal: React.FC<Props> = ({
-  open,
-  onClose,
+export interface StrategyEvaluationAiVerifyPanelProps {
+  loading: boolean;
+  error: string | null;
+  contextSummary: string | null;
+  verifyContext: StrategyEvaluationAiVerifyContext | null;
+  result: StrategyEvaluationAiVerifyResponse | null;
+  runDisabled?: boolean;
+  onRun: () => void;
+}
+
+const StrategyEvaluationAiVerifyPanel: React.FC<StrategyEvaluationAiVerifyPanelProps> = ({
   loading,
   error,
   contextSummary,
   verifyContext,
   result,
-  onRetry,
-  theme = 'dark',
+  runDisabled = false,
+  onRun,
 }) => {
   const bodyRef = useRef<HTMLDivElement>(null);
 
@@ -242,115 +233,92 @@ const StrategyEvaluationAiVerifyModal: React.FC<Props> = ({
   );
 
   useEffect(() => {
-    if (!open) return;
-    const onKey = (e: KeyboardEvent) => {
-      if (e.key === 'Escape') onClose();
-    };
-    window.addEventListener('keydown', onKey);
-    return () => window.removeEventListener('keydown', onKey);
-  }, [open, onClose]);
-
-  useEffect(() => {
-    if (open && result && bodyRef.current) {
+    if (result && bodyRef.current) {
       bodyRef.current.scrollTop = 0;
     }
-  }, [open, result]);
+  }, [result?.analysis]);
 
-  const handleBackdrop = useCallback((e: React.MouseEvent) => {
-    if (e.target === e.currentTarget) onClose();
-  }, [onClose]);
+  const hasContent = loading || error || result;
 
-  if (!open) return null;
-
-  const content = (
-    <div
-      className="seval-ai-verify-overlay app-popup-overlay--dim"
-      role="presentation"
-      onClick={handleBackdrop}
-    >
-      <div
-        className={`seval-ai-verify-modal app-popup-shell se-page se-page--${theme}`}
-        role="dialog"
-        aria-modal="true"
-        aria-labelledby="seval-ai-verify-title"
-        onClick={e => e.stopPropagation()}
-      >
-        <header className="seval-ai-verify-head app-popup-header">
-          <div className="seval-ai-verify-head-main app-popup-header-left">
-            <h2 id="seval-ai-verify-title" className="seval-ai-verify-title app-popup-header-title">
-              AI 전략평가 검증
-            </h2>
-            {contextSummary && (
-              <p className="seval-ai-verify-summary">{contextSummary}</p>
-            )}
-          </div>
-          <button
-            type="button"
-            className="seval-ai-verify-close app-popup-close"
-            aria-label="닫기"
-            onClick={onClose}
-          >
-            ×
-          </button>
-        </header>
-
-        <div ref={bodyRef} className="seval-ai-verify-body app-popup-body">
-          {loading && (
-            <div className="seval-ai-verify-loading" aria-live="polite">
-              <span className="btd-run-spinner seval-ai-verify-spinner" aria-hidden />
-              <p>LLM이 평가 결과와 차트 시그널을 분석 중입니다…</p>
-              <p className="seval-ai-verify-loading-hint">
-                Ta4j 재평가와 LLM 분석에 최대 2~3분 걸릴 수 있습니다.
-                모달을 닫아도 백그라운드에서 분석이 계속됩니다.
-              </p>
-            </div>
+  return (
+    <div className="seval-ai-verify-panel">
+      <header className="seval-ai-verify-panel-head">
+        <div className="seval-ai-verify-panel-head-main">
+          {contextSummary && (
+            <p className="seval-ai-verify-summary">{contextSummary}</p>
           )}
-
-          {!loading && error && (
-            <div className="seval-ai-verify-error" role="alert">
-              <p>{error}</p>
-              {onRetry && (
-                <button type="button" className="seval-ai-verify-retry" onClick={onRetry}>
-                  다시 시도
-                </button>
-              )}
-            </div>
-          )}
-
-          {!loading && !error && result && (
-            <>
-              <div className="seval-ai-verify-meta">
-                <span>{result.model}</span>
-                <span>{(result.latencyMs / 1000).toFixed(1)}초</span>
-              </div>
-              <div className="seval-ai-verify-analysis">
-                {renderAnalysisMarkdown(result.analysis)}
-              </div>
-              {result.ta4jDiagnostics && (
-                <Ta4jDiagnosticsSummary diagnostics={result.ta4jDiagnostics} />
-              )}
-              {fixPoints && fixPoints.hasIssue && (
-                <FixPointsPanel bundle={fixPoints} />
-              )}
-            </>
+          {!contextSummary && !hasContent && (
+            <p className="seval-ai-verify-panel-empty-hint">
+              차트 툴바의 AI 검증 버튼 또는 아래 실행으로 선택 봉 기준 LLM 분석을 시작합니다.
+            </p>
           )}
         </div>
+        <button
+          type="button"
+          className="seval-ai-verify-panel-run-btn"
+          disabled={runDisabled || loading}
+          onClick={onRun}
+        >
+          {loading ? (
+            <>
+              <span className="btd-run-spinner seval-ai-verify-panel-run-spinner" aria-hidden />
+              분석 중…
+            </>
+          ) : (
+            result ? '다시 분석' : '분석 실행'
+          )}
+        </button>
+      </header>
 
-        <footer className="seval-ai-verify-foot">
-          <p className="seval-ai-verify-footnote">
-            {loading
-              ? '※ 분석 중 닫기를 눌러도 작업은 백그라운드에서 계속됩니다.'
-              : '※ AI 분석은 참고용입니다. 수정 포인트는 Cursor 등에 붙여넣어 코드 수정을 요청할 수 있습니다.'}
-          </p>
-          <button type="button" className="seval-ai-verify-close-btn" onClick={onClose}>
-            닫기
-          </button>
-        </footer>
+      <div ref={bodyRef} className="seval-ai-verify-panel-body">
+        {loading && (
+          <div className="seval-ai-verify-loading" aria-live="polite">
+            <span className="btd-run-spinner seval-ai-verify-spinner" aria-hidden />
+            <p>LLM이 평가 결과와 차트 시그널을 분석 중입니다…</p>
+            <p className="seval-ai-verify-loading-hint">
+              Ta4j 재평가와 LLM 분석에 최대 2~3분 걸릴 수 있습니다.
+              다른 탭·차트 조작은 계속 사용할 수 있습니다.
+            </p>
+          </div>
+        )}
+
+        {!loading && error && (
+          <div className="seval-ai-verify-error" role="alert">
+            <p>{error}</p>
+            <button type="button" className="seval-ai-verify-retry" onClick={onRun}>
+              다시 시도
+            </button>
+          </div>
+        )}
+
+        {!loading && !error && result && (
+          <>
+            <div className="seval-ai-verify-meta">
+              <span>{result.model}</span>
+              <span>{(result.latencyMs / 1000).toFixed(1)}초</span>
+            </div>
+            <div className="seval-ai-verify-analysis">
+              {renderAnalysisMarkdown(result.analysis)}
+            </div>
+            {result.ta4jDiagnostics && (
+              <Ta4jDiagnosticsSummary diagnostics={result.ta4jDiagnostics} />
+            )}
+            {fixPoints && fixPoints.hasIssue && (
+              <FixPointsPanel bundle={fixPoints} />
+            )}
+          </>
+        )}
       </div>
+
+      <footer className="seval-ai-verify-panel-foot">
+        <p className="seval-ai-verify-footnote">
+          {loading
+            ? '※ 분석은 백그라운드에서 진행됩니다. 시그널 탭으로 이동해도 결과는 이 탭에 표시됩니다.'
+            : '※ AI 분석은 참고용입니다. 수정 포인트는 Cursor 등에 붙여넣어 코드 수정을 요청할 수 있습니다.'}
+        </p>
+      </footer>
     </div>
   );
-
-  return createPortal(content, document.body);
 };
 
-export default StrategyEvaluationAiVerifyModal;
+export default StrategyEvaluationAiVerifyPanel;
diff --git a/frontend/src/styles/strategyEvaluation.css b/frontend/src/styles/strategyEvaluation.css
index d5af6f8..1c0bd9e 100644
--- a/frontend/src/styles/strategyEvaluation.css
+++ b/frontend/src/styles/strategyEvaluation.css
@@ -118,6 +118,8 @@
   border-left: 1px solid var(--btd-divider, var(--se-border));
 }
 
+.seval-right-wrap:not(.seval-right-wrap--open) .seval-right-sidebar.btd-right .seval-right-tabs,
+.seval-right-wrap:not(.seval-right-wrap--open) .seval-right-sidebar.btd-right .seval-right-tab-panel,
 .seval-right-wrap:not(.seval-right-wrap--open) .seval-right-sidebar.btd-right .seval-signal-head,
 .seval-right-wrap:not(.seval-right-wrap--open) .seval-right-sidebar.btd-right .seval-signal-body,
 .seval-right-wrap:not(.seval-right-wrap--open) .seval-right-sidebar.btd-right .seval-signal-footer,
@@ -1126,6 +1128,127 @@
   min-height: 0;
 }
 
+.seval-right-tabs {
+  flex-shrink: 0;
+  display: flex;
+  gap: 4px;
+  padding: 0 2px 8px;
+  border-bottom: 1px solid var(--se-border, var(--btd-divider));
+  margin-bottom: 4px;
+}
+
+.seval-right-tab {
+  flex: 1;
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  gap: 6px;
+  min-height: 32px;
+  font-size: 0.72rem;
+}
+
+.seval-right-tab-spinner {
+  width: 12px;
+  height: 12px;
+  flex-shrink: 0;
+}
+
+.seval-right-tab-badge {
+  width: 7px;
+  height: 7px;
+  border-radius: 50%;
+  background: var(--se-gold, #e6c200);
+  box-shadow: 0 0 6px color-mix(in srgb, var(--se-gold, #e6c200) 60%, transparent);
+  flex-shrink: 0;
+}
+
+.seval-right-tab-panel {
+  flex: 1;
+  min-height: 0;
+  display: flex;
+  flex-direction: column;
+}
+
+.seval-right-tab-panel--ai {
+  overflow: hidden;
+}
+
+/* ── AI 검증 우측 패널 탭 ── */
+.seval-ai-verify-panel {
+  flex: 1;
+  min-height: 0;
+  display: flex;
+  flex-direction: column;
+}
+
+.seval-ai-verify-panel-head {
+  flex-shrink: 0;
+  display: flex;
+  align-items: flex-start;
+  justify-content: space-between;
+  gap: 8px;
+  padding: 0 2px 8px;
+  border-bottom: 1px solid var(--se-border, rgba(255, 255, 255, 0.08));
+}
+
+.seval-ai-verify-panel-head-main {
+  flex: 1;
+  min-width: 0;
+}
+
+.seval-ai-verify-panel-empty-hint {
+  margin: 0;
+  font-size: 0.72rem;
+  line-height: 1.45;
+  color: var(--se-text-muted, #8b949e);
+}
+
+.seval-ai-verify-panel-run-btn {
+  flex-shrink: 0;
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  padding: 6px 10px;
+  border-radius: 6px;
+  border: 1px solid color-mix(in srgb, var(--se-gold, #e6c200) 40%, var(--se-border));
+  background: color-mix(in srgb, var(--se-gold, #e6c200) 10%, var(--bg3, #1f2335));
+  color: var(--text, var(--se-text));
+  font-size: 0.72rem;
+  font-weight: 600;
+  cursor: pointer;
+}
+
+.seval-ai-verify-panel-run-btn:hover:not(:disabled) {
+  background: color-mix(in srgb, var(--se-gold, #e6c200) 18%, var(--bg3));
+}
+
+.seval-ai-verify-panel-run-btn:disabled {
+  opacity: 0.65;
+  cursor: not-allowed;
+}
+
+.seval-ai-verify-panel-run-spinner {
+  width: 14px;
+  height: 14px;
+}
+
+.seval-ai-verify-panel-body {
+  flex: 1;
+  min-height: 0;
+  overflow: auto;
+  padding: 10px 2px 8px;
+}
+
+.seval-ai-verify-panel-foot {
+  flex-shrink: 0;
+  padding: 8px 2px 0;
+  border-top: 1px solid var(--se-border, rgba(255, 255, 255, 0.08));
+}
+
+.seval-ai-verify-panel-body .seval-ai-verify-loading {
+  min-height: 120px;
+}
+
 .seval-signal-head {
   flex-shrink: 0;
   display: flex;