diff --git a/package-lock.json b/package-lock.json
index 40f9a78..bff0fea 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -27,6 +27,7 @@
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         "react-focus-lock": "^2.13.7",
         "react-markdown": "^10.1.0",
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@@ -2001,6 +1999,7 @@
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@@ -2022,6 +2021,7 @@
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@@ -2038,6 +2038,7 @@
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+        "redux-thunk": "^3.1.0",
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+        "react-redux": "^7.2.1 || ^8.1.3 || ^9.0.0"
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-      "dev": true,
+      "license": "MIT"
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+      "license": "MIT"
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+      "resolved": "https://registry.npmjs.org/@types/d3-ease/-/d3-ease-3.0.2.tgz",
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+      "license": "MIT",
+      "dependencies": {
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+    "node_modules/@types/d3-path": {
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+      "license": "MIT",
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+      "license": "MIT",
+      "dependencies": {
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+      "resolved": "https://registry.npmjs.org/@types/use-sync-external-store/-/use-sync-external-store-0.0.6.tgz",
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         "@electron/asar": "^3.2.1",
         "debug": "^4.1.1",
@@ -7895,6 +8128,7 @@
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       "dev": true,
       "license": "MIT",
+      "peer": true,
       "dependencies": {
         "graceful-fs": "^4.1.2",
         "jsonfile": "^4.0.0",
@@ -8146,6 +8380,16 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/es-toolkit": {
+      "version": "1.45.1",
+      "resolved": "https://registry.npmjs.org/es-toolkit/-/es-toolkit-1.45.1.tgz",
+      "integrity": "sha512-/jhoOj/Fx+A+IIyDNOvO3TItGmlMKhtX8ISAHKE90c4b/k1tqaqEZ+uUqfpU8DMnW5cgNJv606zS55jGvza0Xw==",
+      "license": "MIT",
+      "workspaces": [
+        "docs",
+        "benchmarks"
+      ]
+    },
     "node_modules/es6-error": {
       "version": "4.1.1",
       "resolved": "https://registry.npmjs.org/es6-error/-/es6-error-4.1.1.tgz",
@@ -8223,7 +8467,6 @@
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       "dev": true,
       "license": "MIT",
-      "peer": true,
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         "@eslint-community/regexpp": "^4.12.1",
@@ -8284,7 +8527,6 @@
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       "dev": true,
       "license": "MIT",
-      "peer": true,
       "bin": {
         "eslint-config-prettier": "bin/cli.js"
       },
@@ -8574,6 +8816,12 @@
         "node": ">=6"
       }
     },
+    "node_modules/eventemitter3": {
+      "version": "5.0.4",
+      "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-5.0.4.tgz",
+      "integrity": "sha512-mlsTRyGaPBjPedk6Bvw+aqbsXDtoAyAzm5MO7JgU+yVRyMQ5O8bD4Kcci7BS85f93veegeCPkL8R4GLClnjLFw==",
+      "license": "MIT"
+    },
     "node_modules/events": {
       "version": "3.3.0",
       "resolved": "https://registry.npmjs.org/events/-/events-3.3.0.tgz",
@@ -9752,6 +10000,16 @@
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       "license": "MIT"
     },
+    "node_modules/immer": {
+      "version": "10.2.0",
+      "resolved": "https://registry.npmjs.org/immer/-/immer-10.2.0.tgz",
+      "integrity": "sha512-d/+XTN3zfODyjr89gM3mPq1WNX2B8pYsu7eORitdwyA2sBubnTl3laYlBk4sXY5FUa5qTZGBDPJICVbvqzjlbw==",
+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/immer"
+      }
+    },
     "node_modules/import-fresh": {
       "version": "3.3.1",
       "resolved": "https://registry.npmjs.org/import-fresh/-/import-fresh-3.3.1.tgz",
@@ -9817,6 +10075,15 @@
         "node": ">= 0.4"
       }
     },
+    "node_modules/internmap": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/internmap/-/internmap-2.0.3.tgz",
+      "integrity": "sha512-5Hh7Y1wQbvY5ooGgPbDaL5iYLAPzMTUrjMulskHLH6wnv/A+1q5rgEaiuqEjB+oxGXIVZs1FF+R/KPN3ZSQYYg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "node_modules/ip-address": {
       "version": "10.1.0",
       "resolved": "https://registry.npmjs.org/ip-address/-/ip-address-10.1.0.tgz",
@@ -13247,7 +13514,6 @@
       "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz",
       "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">=12"
       },
@@ -13328,7 +13594,6 @@
         }
       ],
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "nanoid": "^3.3.11",
         "picocolors": "^1.1.1",
@@ -13352,6 +13617,7 @@
       "dev": true,
       "license": "MIT",
       "optional": true,
+      "peer": true,
       "dependencies": {
         "commander": "^9.4.0"
       },
@@ -13369,6 +13635,7 @@
       "dev": true,
       "license": "MIT",
       "optional": true,
+      "peer": true,
       "engines": {
         "node": "^12.20.0 || >=14"
       }
@@ -13389,7 +13656,6 @@
       "integrity": "sha512-UOnG6LftzbdaHZcKoPFtOcCKztrQ57WkHDeRD9t/PTQtmT0NHSeWWepj6pS0z/N7+08BHFDQVUrfmfMRcZwbMg==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "bin": {
         "prettier": "bin/prettier.cjs"
       },
@@ -13531,7 +13797,6 @@
       "resolved": "https://registry.npmjs.org/react/-/react-19.2.4.tgz",
       "integrity": "sha512-9nfp2hYpCwOjAN+8TZFGhtWEwgvWHXqESH8qT89AT/lWklpLON22Lc8pEtnpsZz7VmawabSU0gCjnj8aC0euHQ==",
       "license": "MIT",
-      "peer": true,
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         "node": ">=0.10.0"
       }
@@ -13553,7 +13818,6 @@
       "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-19.2.4.tgz",
       "integrity": "sha512-AXJdLo8kgMbimY95O2aKQqsz2iWi9jMgKJhRBAxECE4IFxfcazB2LmzloIoibJI3C12IlY20+KFaLv+71bUJeQ==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "scheduler": "^0.27.0"
       },
@@ -13617,6 +13881,29 @@
         "react": ">=18"
       }
     },
+    "node_modules/react-redux": {
+      "version": "9.2.0",
+      "resolved": "https://registry.npmjs.org/react-redux/-/react-redux-9.2.0.tgz",
+      "integrity": "sha512-ROY9fvHhwOD9ySfrF0wmvu//bKCQ6AeZZq1nJNtbDC+kk5DuSuNX/n6YWYF/SYy7bSba4D4FSz8DJeKY/S/r+g==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/use-sync-external-store": "^0.0.6",
+        "use-sync-external-store": "^1.4.0"
+      },
+      "peerDependencies": {
+        "@types/react": "^18.2.25 || ^19",
+        "react": "^18.0 || ^19",
+        "redux": "^5.0.0"
+      },
+      "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        },
+        "redux": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/react-refresh": {
       "version": "0.18.0",
       "resolved": "https://registry.npmjs.org/react-refresh/-/react-refresh-0.18.0.tgz",
@@ -13690,6 +13977,51 @@
         "node": ">=10"
       }
     },
+    "node_modules/recharts": {
+      "version": "3.8.0",
+      "resolved": "https://registry.npmjs.org/recharts/-/recharts-3.8.0.tgz",
+      "integrity": "sha512-Z/m38DX3L73ExO4Tpc9/iZWHmHnlzWG4njQbxsF5aSjwqmHNDDIm0rdEBArkwsBvR8U6EirlEHiQNYWCVh9sGQ==",
+      "license": "MIT",
+      "workspaces": [
+        "www"
+      ],
+      "dependencies": {
+        "@reduxjs/toolkit": "^1.9.0 || 2.x.x",
+        "clsx": "^2.1.1",
+        "decimal.js-light": "^2.5.1",
+        "es-toolkit": "^1.39.3",
+        "eventemitter3": "^5.0.1",
+        "immer": "^10.1.1",
+        "react-redux": "8.x.x || 9.x.x",
+        "reselect": "5.1.1",
+        "tiny-invariant": "^1.3.3",
+        "use-sync-external-store": "^1.2.2",
+        "victory-vendor": "^37.0.2"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
+        "react-dom": "^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
+        "react-is": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
+      }
+    },
+    "node_modules/redux": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/redux/-/redux-5.0.1.tgz",
+      "integrity": "sha512-M9/ELqF6fy8FwmkpnF0S3YKOqMyoWJ4+CS5Efg2ct3oY9daQvd/Pc71FpGZsVsbl3Cpb+IIcjBDUnnyBdQbq4w==",
+      "license": "MIT"
+    },
+    "node_modules/redux-thunk": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/redux-thunk/-/redux-thunk-3.1.0.tgz",
+      "integrity": "sha512-NW2r5T6ksUKXCabzhL9z+h206HQw/NJkcLm1GPImRQ8IzfXwRGqjVhKJGauHirT0DAuyy6hjdnMZaRoAcy0Klw==",
+      "license": "MIT",
+      "peerDependencies": {
+        "redux": "^5.0.0"
+      }
+    },
     "node_modules/reflect-metadata": {
       "version": "0.2.2",
       "resolved": "https://registry.npmjs.org/reflect-metadata/-/reflect-metadata-0.2.2.tgz",
@@ -13885,6 +14217,12 @@
         "url": "https://github.com/sponsors/jet2jet"
       }
     },
+    "node_modules/reselect": {
+      "version": "5.1.1",
+      "resolved": "https://registry.npmjs.org/reselect/-/reselect-5.1.1.tgz",
+      "integrity": "sha512-K/BG6eIky/SBpzfHZv/dd+9JBFiS4SWV7FIujVyJRux6e45+73RaUHXLmIR1f7WOMaQ0U1km6qwklRQxpJJY0w==",
+      "license": "MIT"
+    },
     "node_modules/resolve": {
       "version": "2.0.0-next.6",
       "resolved": "https://registry.npmjs.org/resolve/-/resolve-2.0.0-next.6.tgz",
@@ -15067,6 +15405,7 @@
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       "dev": true,
       "license": "MIT",
+      "peer": true,
       "dependencies": {
         "mkdirp": "^0.5.1",
         "rimraf": "~2.6.2"
@@ -15150,6 +15489,12 @@
         "semver": "bin/semver"
       }
     },
+    "node_modules/tiny-invariant": {
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/tiny-invariant/-/tiny-invariant-1.3.3.tgz",
+      "integrity": "sha512-+FbBPE1o9QAYvviau/qC5SE3caw21q3xkvWKBtja5vgqOWIHHJ3ioaq1VPfn/Szqctz2bU/oYeKd9/z5BL+PVg==",
+      "license": "MIT"
+    },
     "node_modules/tinybench": {
       "version": "2.9.0",
       "resolved": "https://registry.npmjs.org/tinybench/-/tinybench-2.9.0.tgz",
@@ -16096,7 +16441,6 @@
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       "dev": true,
       "license": "Apache-2.0",
-      "peer": true,
       "bin": {
         "tsc": "bin/tsc",
         "tsserver": "bin/tsserver"
@@ -16507,12 +16851,33 @@
         "url": "https://opencollective.com/unified"
       }
     },
+    "node_modules/victory-vendor": {
+      "version": "37.3.6",
+      "resolved": "https://registry.npmjs.org/victory-vendor/-/victory-vendor-37.3.6.tgz",
+      "integrity": "sha512-SbPDPdDBYp+5MJHhBCAyI7wKM3d5ivekigc2Dk2s7pgbZ9wIgIBYGVw4zGHBml/qTFbexrofXW6Gu4noGxrOwQ==",
+      "license": "MIT AND ISC",
+      "dependencies": {
+        "@types/d3-array": "^3.0.3",
+        "@types/d3-ease": "^3.0.0",
+        "@types/d3-interpolate": "^3.0.1",
+        "@types/d3-scale": "^4.0.2",
+        "@types/d3-shape": "^3.1.0",
+        "@types/d3-time": "^3.0.0",
+        "@types/d3-timer": "^3.0.0",
+        "d3-array": "^3.1.6",
+        "d3-ease": "^3.0.1",
+        "d3-interpolate": "^3.0.1",
+        "d3-scale": "^4.0.2",
+        "d3-shape": "^3.1.0",
+        "d3-time": "^3.0.0",
+        "d3-timer": "^3.0.1"
+      }
+    },
     "node_modules/vite": {
       "version": "7.3.1",
       "resolved": "https://registry.npmjs.org/vite/-/vite-7.3.1.tgz",
       "integrity": "sha512-w+N7Hifpc3gRjZ63vYBXA56dvvRlNWRczTdmCBBa+CotUzAPf5b7YMdMR/8CQoeYE5LX3W4wj6RYTgonm1b9DA==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "esbuild": "^0.27.0",
         "fdir": "^6.5.0",
@@ -17059,7 +17424,6 @@
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       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@vitest/expect": "4.0.18",
         "@vitest/mocker": "4.0.18",
@@ -17268,7 +17632,6 @@
       "resolved": "https://registry.npmjs.org/winston/-/winston-3.19.0.tgz",
       "integrity": "sha512-LZNJgPzfKR+/J3cHkxcpHKpKKvGfDZVPS4hfJCc4cCG0CgYzvlD6yE/S3CIL/Yt91ak327YCpiF/0MyeZHEHKA==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@colors/colors": "^1.6.0",
         "@dabh/diagnostics": "^2.0.8",
@@ -17506,7 +17869,6 @@
       "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
       "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
       "license": "MIT",
-      "peer": true,
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
diff --git a/package.json b/package.json
index 3a1d3da..bf98dc3 100644
--- a/package.json
+++ b/package.json
@@ -51,6 +51,7 @@
     "playwright-core": "^1.58.2",
     "react-focus-lock": "^2.13.7",
     "react-markdown": "^10.1.0",
+    "recharts": "^3.8.0",
     "reflect-metadata": "^0.2.2",
     "rehype-autolink-headings": "^7.1.0",
     "rehype-highlight": "^7.0.2",
diff --git a/src/renderer/src/components/ReportAnalysisDialog.tsx b/src/renderer/src/components/ReportAnalysisDialog.tsx
new file mode 100644
index 0000000..6ee64b7
--- /dev/null
+++ b/src/renderer/src/components/ReportAnalysisDialog.tsx
@@ -0,0 +1,450 @@
+import React, { useCallback, useEffect, useState, useMemo } from 'react'
+import { X, BarChart3, Loader2, AlertCircle } from 'lucide-react'
+import {
+  XAxis,
+  YAxis,
+  CartesianGrid,
+  Tooltip,
+  Legend,
+  ResponsiveContainer,
+  Line,
+  ComposedChart
+} from 'recharts'
+
+interface ReportAnalysisDialogProps {
+  isOpen: boolean
+  onClose: () => void
+  isAdmin: boolean
+}
+
+// Extracted metrics from a single report
+interface ReportMetrics {
+  date: string
+  user: string
+  processedOrders: number
+  deletedMaterials: number
+  skippedMaterials: number
+  errors: number
+  retriedOrders: number
+  successfulRetries: number
+  executionTimeSecs: number
+  timestamp: number
+}
+
+// Aggregated daily metrics
+interface DailyMetrics {
+  date: string
+  processedOrders: number
+  deletedMaterials: number
+  skippedMaterials: number
+  errors: number
+  retriedOrders: number
+  successfulRetries: number
+  executionTimeSecs: number
+  users: string[] // Unique users who ran reports on this day
+  reportCount: number
+}
+
+type MetricKey = keyof Omit<DailyMetrics, 'date' | 'users' | 'reportCount'>
+
+const METRIC_LABELS: Record<MetricKey, string> = {
+  processedOrders: '处理订单数',
+  deletedMaterials: '删除物料数',
+  skippedMaterials: '跳过物料数',
+  errors: '错误数量',
+  retriedOrders: '重试订单数',
+  successfulRetries: '成功重试数',
+  executionTimeSecs: '执行耗时(秒)'
+}
+
+const METRIC_COLORS: Record<MetricKey, string> = {
+  processedOrders: '#3b82f6', // blue-500
+  deletedMaterials: '#ef4444', // red-500
+  skippedMaterials: '#eab308', // yellow-500
+  errors: '#000000', // black
+  retriedOrders: '#8b5cf6', // violet-500
+  successfulRetries: '#10b981', // emerald-500
+  executionTimeSecs: '#64748b' // slate-500
+}
+
+export const ReportAnalysisDialog: React.FC<ReportAnalysisDialogProps> = ({
+  isOpen,
+  onClose,
+  isAdmin
+}) => {
+  const [isLoading, setIsLoading] = useState(false)
+  const [error, setError] = useState<string | null>(null)
+  const [reportData, setReportData] = useState<ReportMetrics[]>([])
+
+  // Selected metrics for the chart
+  const [selectedMetrics, setSelectedMetrics] = useState<Set<MetricKey>>(
+    new Set(['processedOrders', 'deletedMaterials', 'errors'])
+  )
+
+  const parseDurationToSeconds = (durationStr: string): number => {
+    // Expected format: "X分Y秒" or similar
+    let totalSeconds = 0
+    const minutesMatch = durationStr.match(/(\d+)分/)
+    if (minutesMatch) {
+      totalSeconds += parseInt(minutesMatch[1], 10) * 60
+    }
+    const secondsMatch = durationStr.match(/(\d+)秒/)
+    if (secondsMatch) {
+      totalSeconds += parseInt(secondsMatch[1], 10)
+    }
+    return totalSeconds
+  }
+
+  const loadAndAnalyzeReports = useCallback(async () => {
+    if (!isAdmin) return
+
+    setIsLoading(true)
+    setError(null)
+    try {
+      // 1. Fetch report list
+      const listResult = await window.electron.report.listAll()
+      if (!listResult.success || !listResult.data) {
+        throw new Error(listResult.error || '获取报告列表失败')
+      }
+
+      const reports = listResult.data
+      const metricsList: ReportMetrics[] = []
+
+      // 2. Fetch content for each report (in chunks to avoid memory/network issues if there are many)
+      const chunkSize = 10
+      for (let i = 0; i < reports.length; i += chunkSize) {
+        const chunk = reports.slice(i, i + chunkSize)
+        const contentPromises = chunk.map(async (report) => {
+          try {
+            const contentResult = await window.electron.report.download(report.key)
+            if (contentResult.success && contentResult.data) {
+              return { report, content: contentResult.data }
+            }
+          } catch (e) {
+            console.warn(`Failed to fetch content for report ${report.key}`, e)
+          }
+          return null
+        })
+
+        const chunkContents = await Promise.all(contentPromises)
+
+        // 3. Parse each report's markdown content
+        for (const item of chunkContents) {
+          if (!item) continue
+
+          const { report, content } = item
+
+          // Regex to extract values from the markdown table
+          const extractValue = (key: string): string | null => {
+            const regex = new RegExp(`\\|\\s*\\*\\*${key}\\*\\*\\s*\\|\\s*\`([^\`]+)\`\\s*\\|`)
+            const match = content.match(regex)
+            return match ? match[1].trim() : null
+          }
+
+          const execTimeStr = extractValue('执行时间')
+          const user = extractValue('操作用户') || report.username || 'unknown'
+          const processedOrders = parseInt(extractValue('处理订单数') || '0', 10)
+          const deletedMaterials = parseInt(extractValue('删除物料数') || '0', 10)
+          const skippedMaterials = parseInt(extractValue('跳过物料数') || '0', 10)
+          const errors = parseInt(extractValue('错误数量') || '0', 10)
+          const retriedOrders = parseInt(extractValue('重试订单数') || '0', 10)
+          const successfulRetries = parseInt(extractValue('成功重试数') || '0', 10)
+          const executionTimeStr = extractValue('执行耗时') || '0秒'
+
+          const executionTimeSecs = parseDurationToSeconds(executionTimeStr)
+
+          // Try to parse the date
+          let dateStr = '未知日期'
+          let timestamp = report.lastModified ? new Date(report.lastModified).getTime() : 0
+
+          if (execTimeStr) {
+            try {
+              const parsedDate = new Date(execTimeStr)
+              if (!isNaN(parsedDate.getTime())) {
+                dateStr = parsedDate
+                  .toLocaleDateString('zh-CN', {
+                    year: 'numeric',
+                    month: '2-digit',
+                    day: '2-digit'
+                  })
+                  .replace(/\//g, '-')
+                timestamp = parsedDate.getTime()
+              }
+            } catch {
+              // Fallback to report lastModified
+            }
+          }
+
+          if (dateStr === '未知日期' && report.lastModified) {
+            const d = new Date(report.lastModified)
+            dateStr = d
+              .toLocaleDateString('zh-CN', {
+                year: 'numeric',
+                month: '2-digit',
+                day: '2-digit'
+              })
+              .replace(/\//g, '-')
+          }
+
+          metricsList.push({
+            date: dateStr,
+            user,
+            processedOrders,
+            deletedMaterials,
+            skippedMaterials,
+            errors,
+            retriedOrders,
+            successfulRetries,
+            executionTimeSecs,
+            timestamp
+          })
+        }
+      }
+
+      setReportData(metricsList)
+    } catch (err: any) {
+      setError(err.message || '分析报告时发生错误')
+    } finally {
+      setIsLoading(false)
+    }
+  }, [isAdmin])
+
+  useEffect(() => {
+    if (isOpen && isAdmin) {
+      void loadAndAnalyzeReports()
+    } else {
+      setReportData([])
+      setError(null)
+    }
+  }, [isOpen, isAdmin, loadAndAnalyzeReports])
+
+  // Aggregate data by date
+  const chartData = useMemo(() => {
+    if (!reportData.length) return []
+
+    const dailyMap = new Map<string, DailyMetrics>()
+
+    for (const data of reportData) {
+      const { date } = data
+
+      if (!dailyMap.has(date)) {
+        dailyMap.set(date, {
+          date,
+          processedOrders: 0,
+          deletedMaterials: 0,
+          skippedMaterials: 0,
+          errors: 0,
+          retriedOrders: 0,
+          successfulRetries: 0,
+          executionTimeSecs: 0,
+          users: [],
+          reportCount: 0
+        })
+      }
+
+      const day = dailyMap.get(date)!
+      day.processedOrders += data.processedOrders
+      day.deletedMaterials += data.deletedMaterials
+      day.skippedMaterials += data.skippedMaterials
+      day.errors += data.errors
+      day.retriedOrders += data.retriedOrders
+      day.successfulRetries += data.successfulRetries
+      day.executionTimeSecs += data.executionTimeSecs
+      day.reportCount += 1
+
+      if (!day.users.includes(data.user)) {
+        day.users.push(data.user)
+      }
+    }
+
+    // Convert map to array and sort by date
+    const sortedData = Array.from(dailyMap.values()).sort((a, b) => {
+      // Basic string comparison works for YYYY-MM-DD
+      return a.date.localeCompare(b.date)
+    })
+
+    return sortedData
+  }, [reportData])
+
+  const handleMetricToggle = (metric: MetricKey) => {
+    const next = new Set(selectedMetrics)
+    if (next.has(metric)) {
+      if (next.size > 1) {
+        // Ensure at least one metric is selected
+        next.delete(metric)
+      }
+    } else {
+      next.add(metric)
+    }
+    setSelectedMetrics(next)
+  }
+
+  // Custom Tooltip formatter
+  const CustomTooltip = ({ active, payload, label }: any) => {
+    if (active && payload && payload.length) {
+      // Find the original daily data
+      const dailyData = chartData.find((d) => d.date === label)
+
+      return (
+        <div className="bg-white p-4 border border-slate-200 shadow-lg rounded-lg max-w-sm">
+          <p className="font-semibold text-slate-800 mb-2 border-b border-slate-100 pb-2">
+            {label}
+          </p>
+
+          <div className="space-y-1.5 text-sm">
+            {payload.map((entry: any, index: number) => (
+              <div key={index} className="flex justify-between items-center gap-4">
+                <span className="flex items-center gap-1.5 text-slate-600">
+                  <span
+                    className="w-2.5 h-2.5 rounded-full"
+                    style={{ backgroundColor: entry.color }}
+                  ></span>
+                  {entry.name}:
+                </span>
+                <span className="font-medium text-slate-900">
+                  {entry.value} {entry.dataKey === 'executionTimeSecs' ? '秒' : ''}
+                </span>
+              </div>
+            ))}
+          </div>
+
+          {dailyData && (
+            <div className="mt-3 pt-2 border-t border-slate-100 text-xs text-slate-500">
+              <p>操作用户: {dailyData.users.join(', ')}</p>
+              <p className="mt-1">报告总数: {dailyData.reportCount}</p>
+            </div>
+          )}
+        </div>
+      )
+    }
+    return null
+  }
+
+  if (!isOpen) return null
+  if (!isAdmin) return null
+
+  return (
+    <div className="fixed inset-0 z-[110] flex items-center justify-center bg-slate-900/50 backdrop-blur-sm animate-in fade-in duration-200">
+      <div className="bg-white rounded-2xl shadow-2xl w-[1000px] max-w-[95vw] h-[85vh] flex flex-col border border-slate-200 overflow-hidden animate-in zoom-in-95 duration-200">
+        {/* Header */}
+        <div className="flex items-center justify-between px-6 py-4 border-b border-slate-200 bg-slate-50 flex-shrink-0">
+          <div className="flex items-center gap-2 text-slate-800">
+            <BarChart3 size={20} className="text-blue-600" />
+            <h2 className="text-lg font-semibold">执行报告分析</h2>
+          </div>
+          <button
+            onClick={onClose}
+            className="text-slate-400 hover:text-slate-600 hover:bg-slate-200/50 p-1.5 rounded-lg transition-colors"
+          >
+            <X size={20} />
+          </button>
+        </div>
+
+        {/* Content */}
+        <div className="flex-1 overflow-hidden flex flex-col bg-white">
+          {isLoading ? (
+            <div className="flex-1 flex flex-col items-center justify-center text-slate-500">
+              <Loader2 size={32} className="animate-spin text-blue-500 mb-4" />
+              <p>正在分析报告数据，可能需要几秒钟...</p>
+            </div>
+          ) : error ? (
+            <div className="flex-1 flex flex-col items-center justify-center text-red-500 p-8 text-center">
+              <AlertCircle size={48} className="mb-4 opacity-80" />
+              <p className="text-lg font-medium mb-2">分析失败</p>
+              <p className="text-sm opacity-80">{error}</p>
+              <button
+                onClick={loadAndAnalyzeReports}
+                className="mt-6 px-4 py-2 bg-red-50 text-red-600 border border-red-200 rounded-lg hover:bg-red-100 transition-colors"
+              >
+                重试
+              </button>
+            </div>
+          ) : chartData.length === 0 ? (
+            <div className="flex-1 flex flex-col items-center justify-center text-slate-400">
+              <BarChart3 size={48} className="mb-4 opacity-50 text-slate-300" />
+              <p>暂无报告数据可供分析</p>
+            </div>
+          ) : (
+            <div className="flex-1 flex flex-col p-6 overflow-y-auto">
+              {/* Controls */}
+              <div className="mb-8">
+                <h3 className="text-sm font-medium text-slate-700 mb-3">选择呈现内容 (多选)</h3>
+                <div className="flex flex-wrap gap-2">
+                  {(Object.keys(METRIC_LABELS) as MetricKey[]).map((key) => {
+                    const isSelected = selectedMetrics.has(key)
+                    return (
+                      <button
+                        key={key}
+                        onClick={() => handleMetricToggle(key)}
+                        className={`
+                          px-3 py-1.5 rounded-full text-xs font-medium border transition-colors flex items-center gap-1.5
+                          ${
+                            isSelected
+                              ? 'bg-blue-50 border-blue-200 text-blue-700'
+                              : 'bg-white border-slate-200 text-slate-600 hover:bg-slate-50'
+                          }
+                        `}
+                      >
+                        <div
+                          className="w-2 h-2 rounded-full"
+                          style={{ backgroundColor: isSelected ? METRIC_COLORS[key] : '#cbd5e1' }}
+                        />
+                        {METRIC_LABELS[key]}
+                      </button>
+                    )
+                  })}
+                </div>
+              </div>
+
+              {/* Chart */}
+              <div className="flex-1 min-h-[400px]">
+                <ResponsiveContainer width="100%" height="100%">
+                  <ComposedChart
+                    data={chartData}
+                    margin={{ top: 20, right: 30, left: 20, bottom: 20 }}
+                  >
+                    <CartesianGrid strokeDasharray="3 3" vertical={false} stroke="#e2e8f0" />
+                    <XAxis
+                      dataKey="date"
+                      axisLine={false}
+                      tickLine={false}
+                      tick={{ fill: '#64748b', fontSize: 12 }}
+                      dy={10}
+                    />
+                    <YAxis
+                      axisLine={false}
+                      tickLine={false}
+                      tick={{ fill: '#64748b', fontSize: 12 }}
+                    />
+                    <Tooltip content={<CustomTooltip />} />
+                    <Legend wrapperStyle={{ paddingTop: '20px' }} iconType="circle" />
+
+                    {/* Render selected metrics as lines or bars */}
+                    {Array.from(selectedMetrics).map((metric) => (
+                      <Line
+                        key={metric}
+                        type="monotone"
+                        dataKey={metric}
+                        name={METRIC_LABELS[metric]}
+                        stroke={METRIC_COLORS[metric]}
+                        strokeWidth={2}
+                        dot={{ r: 4, strokeWidth: 2 }}
+                        activeDot={{ r: 6, strokeWidth: 0 }}
+                      />
+                    ))}
+                  </ComposedChart>
+                </ResponsiveContainer>
+              </div>
+
+              <div className="mt-4 text-center text-xs text-slate-400">
+                数据以天为单位进行聚合统计。展示的是选定时间段内的总量。
+              </div>
+            </div>
+          )}
+        </div>
+      </div>
+    </div>
+  )
+}
+
+export default ReportAnalysisDialog
diff --git a/src/renderer/src/components/ReportViewerDialog.tsx b/src/renderer/src/components/ReportViewerDialog.tsx
index 0d66aca..e9476a0 100644
--- a/src/renderer/src/components/ReportViewerDialog.tsx
+++ b/src/renderer/src/components/ReportViewerDialog.tsx
@@ -1,5 +1,5 @@
 import React, { useCallback, useEffect, useMemo, useState } from 'react'
-import { X, FileText, Loader2, ChevronDown } from 'lucide-react'
+import { X, FileText, Loader2, ChevronDown, BarChart3 } from 'lucide-react'
 import { Combobox, Transition } from '@headlessui/react'
 import ReactMarkdown from 'react-markdown'
 import remarkGfm from 'remark-gfm'
@@ -22,13 +22,15 @@ interface ReportViewerDialogProps {
   onClose: () => void
   isAdmin: boolean
   currentUsername: string
+  onOpenAnalysis?: () => void
 }
 
 export const ReportViewerDialog: React.FC<ReportViewerDialogProps> = ({
   isOpen,
   onClose,
   isAdmin,
-  currentUsername
+  currentUsername,
+  onOpenAnalysis
 }) => {
   const [reports, setReports] = useState<ReportMetadata[]>([])
   const [selectedReport, setSelectedReport] = useState<ReportMetadata | null>(null)
@@ -130,12 +132,23 @@ export const ReportViewerDialog: React.FC<ReportViewerDialogProps> = ({
             <FileText size={20} className="text-blue-600" />
             <h2 className="text-lg font-semibold">执行报告浏览器</h2>
           </div>
-          <button
-            onClick={onClose}
-            className="text-slate-400 hover:text-slate-600 hover:bg-slate-200/50 p-1.5 rounded-lg transition-colors"
-          >
-            <X size={20} />
-          </button>
+          <div className="flex items-center gap-3">
+            {isAdmin && onOpenAnalysis && (
+              <button
+                onClick={onOpenAnalysis}
+                className="text-xs bg-white border border-slate-300 text-slate-700 px-3 py-1.5 rounded shadow-sm hover:bg-slate-50 flex items-center gap-1.5 font-medium transition-colors"
+              >
+                <BarChart3 size={14} className="text-blue-600" />
+                报告分析
+              </button>
+            )}
+            <button
+              onClick={onClose}
+              className="text-slate-400 hover:text-slate-600 hover:bg-slate-200/50 p-1.5 rounded-lg transition-colors"
+            >
+              <X size={20} />
+            </button>
+          </div>
         </div>
 
         {/* Controls */}
diff --git a/src/renderer/src/pages/CleanerPage.tsx b/src/renderer/src/pages/CleanerPage.tsx
index 279fc48..334181a 100644
--- a/src/renderer/src/pages/CleanerPage.tsx
+++ b/src/renderer/src/pages/CleanerPage.tsx
@@ -11,6 +11,7 @@ const MaterialTypeManagementDialog = React.lazy(
 )
 const ExecutionReportDialog = React.lazy(() => import('../components/ExecutionReportDialog'))
 const ReportViewerDialog = React.lazy(() => import('../components/ReportViewerDialog'))
+const ReportAnalysisDialog = React.lazy(() => import('../components/ReportAnalysisDialog'))
 
 const CleanerPage: React.FC = () => {
   const typeManagementButtonRef = React.useRef<HTMLButtonElement>(null)
@@ -66,6 +67,7 @@ const CleanerPage: React.FC = () => {
   } = useCleaner()
 
   const [isReportViewerOpen, setIsReportViewerOpen] = React.useState(false)
+  const [isReportAnalysisOpen, setIsReportAnalysisOpen] = React.useState(false)
 
   return (
     <div className="h-full flex flex-col xl:flex-row gap-6 animate-in fade-in slide-in-from-bottom-4 duration-500">
@@ -169,6 +171,15 @@ const CleanerPage: React.FC = () => {
           onClose={() => setIsReportViewerOpen(false)}
           isAdmin={isAdmin}
           currentUsername={currentUsername}
+          onOpenAnalysis={() => setIsReportAnalysisOpen(true)}
+        />
+      </Suspense>
+
+      <Suspense fallback={null}>
+        <ReportAnalysisDialog
+          isOpen={isReportAnalysisOpen}
+          onClose={() => setIsReportAnalysisOpen(false)}
+          isAdmin={isAdmin}
         />
       </Suspense>
 
diff --git a/tests/playwright/screenshot.png b/tests/playwright/screenshot.png
new file mode 100644
index 0000000..f5cbc9d
Binary files /dev/null and b/tests/playwright/screenshot.png differ
diff --git a/tests/playwright/verify_report_analysis.js b/tests/playwright/verify_report_analysis.js
new file mode 100644
index 0000000..deefdb4
--- /dev/null
+++ b/tests/playwright/verify_report_analysis.js
@@ -0,0 +1,18 @@
+const { _electron: electron } = require('playwright')
+
+;(async () => {
+  const electronApp = await electron.launch({
+    args: ['.', '--no-sandbox', '--disable-gpu']
+  })
+
+  // Get the first window that the app opens
+  const window = await electronApp.firstWindow()
+
+  // Try to bypass auth and navigate to cleaner page if possible, but we don't know the exact DOM
+  await window.waitForTimeout(5000)
+
+  await window.screenshot({ path: 'tests/playwright/screenshot.png' })
+  console.log('Took screenshot')
+
+  await electronApp.close()
+})()