diff --git a/packages/app/src/context/highlights.test.ts b/packages/app/src/context/highlights.test.ts
index 596e26abd..08fa19b9f 100644
--- a/packages/app/src/context/highlights.test.ts
+++ b/packages/app/src/context/highlights.test.ts
@@ -18,7 +18,7 @@ describe("loadReleaseHighlights (GitHub Releases API)", () => {
     })
   })
 
-  test("prefers the Chinese update notice for zh locale", () => {
+  test("prefers all Chinese update notice bullets for zh locale", () => {
     const payload = [
       {
         tag_name: "v0.2.10",
@@ -37,14 +37,18 @@ describe("loadReleaseHighlights (GitHub Releases API)", () => {
       },
     ]
     const highlights = loadReleaseHighlights(payload, "0.2.10", "0.2.9", "zh")
-    expect(highlights).toHaveLength(1)
+    expect(highlights).toHaveLength(2)
     expect(highlights[0]).toMatchObject({
       title: "爪印 v0.2.10",
       description: "修复首条消息崩溃",
     })
+    expect(highlights[1]).toMatchObject({
+      title: "爪印 v0.2.10",
+      description: "调整更新提示",
+    })
   })
 
-  test("falls back to bullets directly under 中文版本 when 主要更新 is absent", () => {
+  test("falls back to all bullets directly under 中文版本 when 主要更新 is absent", () => {
     const payload = [
       {
         tag_name: "v0.2.10",
@@ -52,11 +56,15 @@ describe("loadReleaseHighlights (GitHub Releases API)", () => {
       },
     ]
     const highlights = loadReleaseHighlights(payload, "0.2.10", "0.2.9", "zh")
-    expect(highlights).toHaveLength(1)
+    expect(highlights).toHaveLength(2)
     expect(highlights[0]).toMatchObject({
       title: "爪印 v0.2.10",
       description: "修复首条消息崩溃",
     })
+    expect(highlights[1]).toMatchObject({
+      title: "爪印 v0.2.10",
+      description: "调整更新提示",
+    })
   })
 
   test("falls back to the English update notice when Chinese summary is missing", () => {
@@ -74,6 +82,18 @@ describe("loadReleaseHighlights (GitHub Releases API)", () => {
     })
   })
 
+  test("keeps hard-wrapped paragraph notices as one card", () => {
+    const payload = [
+      {
+        tag_name: "v0.2.10",
+        body: ["## App Update Notice", "", "Fixed first-message crash and improved", "the update notice parser."].join("\n"),
+      },
+    ]
+    const highlights = loadReleaseHighlights(payload, "0.2.10", "0.2.9", "en")
+    expect(highlights).toHaveLength(1)
+    expect(highlights[0].description).toBe("Fixed first-message crash and improved the update notice parser.")
+  })
+
   test("skips markdown headings and strips bullet markers inside the app update notice section", () => {
     const payload = [
       {
@@ -82,7 +102,93 @@ describe("loadReleaseHighlights (GitHub Releases API)", () => {
       },
     ]
     const highlights = loadReleaseHighlights(payload, "0.3.0", "0.2.3", "en")
-    expect(highlights[0].description).toBe("Added dark theme")
+    expect(highlights.map((highlight) => highlight.description)).toEqual(["Added dark theme", "Fixed dock icon"])
+  })
+
+  test("keeps wrapped bullet continuation lines", () => {
+    const payload = [
+      {
+        tag_name: "v0.3.0",
+        body: ["## App Update Notice", "", "- Fixed first-message crash", "  when startup takes longer", "- Added update notice parser"].join("\n"),
+      },
+    ]
+    const highlights = loadReleaseHighlights(payload, "0.3.0", "0.2.3", "en")
+    expect(highlights.map((highlight) => highlight.description)).toEqual([
+      "Fixed first-message crash when startup takes longer",
+      "Added update notice parser",
+    ])
+  })
+
+  test("keeps all localized update notice bullets", () => {
+    const payload = [
+      {
+        tag_name: "v2026.4.29",
+        body: [
+          "## App Update Notice",
+          "",
+          "PawWork refreshes the desktop.",
+          "",
+          "## 中文版本",
+          "",
+          "### 主要更新",
+          "",
+          "PawWork 2026.4.29 刷新桌面界面。",
+          "",
+          "- 刷新桌面界面",
+          "- 修复首次进入 Home 时左右侧栏默认打开的问题",
+          "- 移除内置 Trash 工具",
+          "- 提升 session 稳定性",
+          "- 新增前台 subagent 生命周期支持",
+          "- 默认启用 open permissions",
+          "- 修复 Windows 拖拽上传",
+        ].join("\n"),
+      },
+    ]
+    const highlights = loadReleaseHighlights(payload, "2026.4.29", "2026.4.28", "zh")
+    expect(highlights.map((highlight) => highlight.description)).toEqual([
+      "刷新桌面界面",
+      "修复首次进入 Home 时左右侧栏默认打开的问题",
+      "移除内置 Trash 工具",
+      "提升 session 稳定性",
+      "新增前台 subagent 生命周期支持",
+      "默认启用 open permissions",
+      "修复 Windows 拖拽上传",
+    ])
+  })
+
+  test("keeps skipped-version highlights beyond the old five item cap", () => {
+    const payload = [
+      {
+        tag_name: "v2026.4.29",
+        body: "## App Update Notice\n\n- A\n- B\n- C\n",
+      },
+      {
+        tag_name: "v2026.4.28",
+        body: "## App Update Notice\n\n- D\n- E\n- F\n",
+      },
+    ]
+
+    expect(loadReleaseHighlights(payload, "2026.4.29", "2026.4.27", "en").map((highlight) => highlight.description)).toEqual([
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+    ])
+  })
+
+  test("limits long skipped-version highlight ranges", () => {
+    const payload = [
+      {
+        tag_name: "v2026.4.29",
+        body: ["## App Update Notice", "", ...Array.from({ length: 20 }, (_, index) => `- Item ${index + 1}`)].join("\n"),
+      },
+    ]
+
+    const highlights = loadReleaseHighlights(payload, "2026.4.29", "2026.4.28", "en")
+    expect(highlights).toHaveLength(15)
+    expect(highlights.at(-1)?.description).toBe("Item 15")
   })
 
   test("truncates long summaries with an ellipsis", () => {
diff --git a/packages/app/src/context/highlights.tsx b/packages/app/src/context/highlights.tsx
index 86536edd5..af18b7aea 100644
--- a/packages/app/src/context/highlights.tsx
+++ b/packages/app/src/context/highlights.tsx
@@ -9,6 +9,7 @@ import { persisted } from "@/utils/persist"
 import { DialogReleaseNotes, type Highlight } from "@/components/dialog-release-notes"
 
 const CHANGELOG_URL = "https://api.github.com/repos/Astro-Han/pawwork/releases"
+const MAX_RELEASE_HIGHLIGHTS = 15
 
 type Store = {
   version?: string
@@ -88,24 +89,44 @@ function findChineseUpdateNotice(body: string) {
   return findHeadingSection(chinese, /^#{3,6}\s+主要更新\s*$/) ?? chinese
 }
 
-function summarizeNotice(notice: string | undefined): string | undefined {
-  if (!notice) return
+function trimNoticeItem(value: string) {
+  const text = value.trim()
+  return text.length > 200 ? text.slice(0, 200).trimEnd() + "…" : text
+}
+
+function parseNoticeDescriptions(notice: string | undefined): string[] {
+  if (!notice) return []
 
   const lines = notice
     .split(/\r?\n/)
     .map((line) => line.trim())
     .filter((line) => line.length > 0 && !line.startsWith("#"))
-  if (lines.length === 0) return
-  const first = lines[0].replace(/^[-*+]\s+/, "").replace(/^\d+\.\s+/, "")
-  return first.length > 200 ? first.slice(0, 200).trimEnd() + "…" : first
+
+  const bullets: string[] = []
+  let currentBullet: string | undefined
+  for (const line of lines) {
+    const match = line.match(/^(?:[-*+]\s+|\d+\.\s+)(.+)$/)
+    if (match) {
+      if (currentBullet) bullets.push(trimNoticeItem(currentBullet))
+      currentBullet = match[1].trim()
+      continue
+    }
+    if (currentBullet) currentBullet += ` ${line}`
+  }
+  if (currentBullet) bullets.push(trimNoticeItem(currentBullet))
+
+  if (bullets.length > 0) return bullets
+
+  const summary = trimNoticeItem(lines.join(" "))
+  return summary ? [summary] : []
 }
 
-function summarizeReleaseBody(body: string, locale: ReleaseLocale) {
+function parseReleaseBodyDescriptions(body: string, locale: ReleaseLocale) {
   if (locale === "zh") {
-    const chinese = summarizeNotice(findChineseUpdateNotice(body))
-    if (chinese) return chinese
+    const chinese = parseNoticeDescriptions(findChineseUpdateNotice(body))
+    if (chinese.length > 0) return chinese
   }
-  return summarizeNotice(findAppUpdateNotice(body))
+  return parseNoticeDescriptions(findAppUpdateNotice(body))
 }
 
 function releaseTitle(tag: string, locale: ReleaseLocale) {
@@ -138,11 +159,11 @@ function parseRelease(value: unknown, locale: ReleaseLocale): ParsedRelease | un
 
   const body = getText(value.body)
   if (tag && body) {
-    const summary = summarizeReleaseBody(body, locale)
-    if (summary) {
+    const descriptions = parseReleaseBodyDescriptions(body, locale)
+    if (descriptions.length > 0) {
       return {
         tag,
-        highlights: [{ title: releaseTitle(tag, locale), description: summary }],
+        highlights: descriptions.map((description) => ({ title: releaseTitle(tag, locale), description })),
       }
     }
   }
@@ -190,7 +211,7 @@ function sliceHighlights(input: { releases: ParsedRelease[]; current?: string; p
     seen.add(key)
     return true
   })
-  return unique.slice(0, 5)
+  return unique.slice(0, MAX_RELEASE_HIGHLIGHTS)
 }
 
 function dedupeKey(highlight: Highlight) {