yjlu666 · Nov 2, 2026 · Oct 30, 2026 · Nov 2, 2026 · Nov 2, 2026 · Nov 2, 2026
diff --git a/.cache/contributors.json b/.cache/contributors.json
@@ -576,10 +576,10 @@
       "profile_url": "https://github.com/hi-neason"
     },
     {
-      "username": "chengchengchengcc",
+      "username": "OrangeChengcc",
       "avatar_url": "https://avatars.githubusercontent.com/u/158296326?v=4",
       "contributions": 3,
-      "profile_url": "https://github.com/chengchengchengcc"
+      "profile_url": "https://github.com/OrangeChengcc"
     },
     {
       "username": "gale-popai",

diff --git a/src/data/post/her-hack-astron-call-for-partners.md b/src/data/post/her-hack-astron-call-for-partners.md
@@ -65,8 +65,8 @@ lang: 'zh'
 |  [#2](https://github.com/iflytek/astron-agent/issues/1575)   |  8 月 9 日   | 8 月 10 日–8 月 16 日 | 8 月 17 日–8 月 23 日  |
 | [#3](https://github.com/iflytek/dolphin-mcp-pilot/issues/25) |  8 月 16 日  | 8 月 17 日–8 月 23 日 | 8 月 24 日–8 月 30 日  |
 |       [#4](https://github.com/iflytek/domux/issues/20)       |  8 月 23 日  | 8 月 24 日–8 月 30 日 |  8 月 31 日–9 月 6 日  |
-|     [#5](https://github.com/XHToken/Spark-X2.5/issues/3)     |  8 月 30 日  | 8 月 31 日–9 月 6 日  |  9 月 7 日–9 月 13 日  |
-|     [#6](https://github.com/XHToken/Spark-X2.5/issues/9)     |  9 月 6 日   | 9 月 7 日–9 月 13 日  | 9 月 14 日–9 月 20 日  |
+|     [#5](https://github.com/XHToken/Spark-X2.6/issues/3)     |  8 月 30 日  | 8 月 31 日–9 月 6 日  |  9 月 7 日–9 月 13 日  |
+|     [#6](https://github.com/XHToken/Spark-X2.6/issues/9)     |  9 月 6 日   | 9 月 7 日–9 月 13 日  | 9 月 14 日–9 月 20 日  |
 |                              #7                              |  9 月 13 日  | 9 月 14 日–9 月 20 日 | 9 月 21 日–9 月 27 日  |
 |                              #8                              |  9 月 20 日  | 9 月 21 日–9 月 27 日 | 9 月 28 日–10 月 4 日  |
 |                              #9                              |  9 月 27 日  | 9 月 28 日–10 月 4 日 | 10 月 5 日–10 月 11 日 |

diff --git a/src/pages/milestone.astro b/src/pages/milestone.astro
@@ -288,6 +288,59 @@ const milestones: Array<{
     descriptionEn:
       'Combined downloads of the open-source SparkLLM Spark-X2.5 model across distribution channels and its community derivatives (third-party quantizations and fine-tunes) passed one million.',
   },
+  {
+    dateZh: '2026.10.05',
+    dateEn: 'Oct 5, 2026',
+    datetime: '2026-10-05',
+    project: 'sparkllm',
+    icon: 'tabler:search',
+    titleZh: 'Spark-X2.5 领先 PocketPal 联网搜索评测 #1 & #3',
+    titleEn: 'Spark-X2.5 leads the PocketPal web search table at #1 & #3',
+    descriptionZh:
+      '在 PocketPal Agentic Web Search 评测中，Spark-X2.5-4B 表列第 1，1.7B 表列第 3，Fresh 正确率分别为 89%、87%；两款模型均被标记为准确率与模型体积的帕累托前沿模型，Q4_K_M 权重体积分别为 2.6 GB、1.1 GB。名次按评测表列顺序，领先组的 90% 置信区间重叠。',
+    descriptionEn:
+      'In the PocketPal Agentic Web Search evaluation, Spark-X2.5-4B and Spark-X2.5-1.7B appear first and third in the table, with Fresh accuracy of 89% and 87%, respectively. Both are marked on the accuracy-versus-model-size Pareto frontier, with Q4_K_M weights of 2.6 GB and 1.1 GB. Positions refer to table order; the leading group has overlapping 90% confidence intervals.',
+    link: { href: 'https://pocketpal.dev/evals/web-search', zh: 'PocketPal 评测', en: 'PocketPal evaluation' },
+  },
+  {
+    dateZh: '2026.10.30',
+    dateEn: 'Oct 30, 2026',
+    datetime: '2026-10-30',
+    project: 'sparkllm',
+    icon: 'tabler:download',
+    titleZh: 'Spark-X2.5 和 Spark-X2.6 累计下载突破 350 万',
+    titleEn: 'Spark-X2.5 and Spark-X2.6 passed 3.5 million downloads',
+    descriptionZh:
+      'Spark-X2.5 和 Spark-X2.6 官方模型及社区衍生模型（第三方量化、微调和格式转换）在 Hugging Face 的累计下载量合计突破 350 万次。',
+    descriptionEn:
+      'Combined cumulative downloads of the official Spark-X2.5 and Spark-X2.6 models and their community derivatives (third-party quantizations, fine-tunes, and format conversions) on Hugging Face passed 3.5 million.',
+  },
+  {
+    dateZh: '2026.10.30',
+    dateEn: 'Oct 30, 2026',
+    datetime: '2026-10-30',
+    project: 'agent',
+    icon: 'tabler:trophy',
+    titleZh: '上海开源软件应用创新大赛 · 开源 AI 工具赛道三等奖',
+    titleEn:
+      'Third prize in the Open Source AI Tools track of the Shanghai Open Source Software Application Innovation Competition',
+    descriptionZh: 'Astron Agent 获得 2026 上海开源软件应用创新大赛开源 AI 工具赛道三等奖。',
+    descriptionEn:
+      'Astron Agent won third prize in the Open Source AI Tools track of the 2026 Shanghai Open Source Software Application Innovation Competition.',
+    link: { href: 'https://www.oschina.net/os2026/winners', zh: '查看获奖名单', en: 'View the winners' },
+  },
+  {
+    dateZh: '2026.11.10（待发布）',
+    dateEn: 'Nov 10, 2026 (upcoming)',
+    datetime: '2026-11-10',
+    project: 'agent',
+    icon: 'tabler:award',
+    titleZh: '2026 年度 OSCAR“开源+”尖峰实践',
+    titleEn: '2026 OSCAR Open Source+ Peak Practice',
+    descriptionZh: 'Astron Agent 的 2026 年度 OSCAR“开源+”尖峰实践荣誉，计划于 2026 年 11 月 10 日发布。',
+    descriptionEn:
+      'Astron Agent’s 2026 OSCAR Open Source+ Peak Practice recognition is scheduled for November 10, 2026.',
+  },
 ];
 
 type GanttItem = {
@@ -317,6 +370,8 @@ const months = [
   { zh: '2026.07', en: 'Jul 2026' },
   { zh: '2026.08', en: 'Aug 2026' },
   { zh: '2026.09', en: 'Sep 2026' },
+  { zh: '2026.10', en: 'Oct 2026' },
+  { zh: '2026.11', en: 'Nov 2026' },
 ];
 
 // A compact presentation model keeps the original horizontal map while the
@@ -416,6 +471,28 @@ const ganttGroups: Array<{ project: ProjectKey; items: GanttItem[] }> = [
         barZh: 'LFX · 09.15',
         barEn: 'LFX · Sep 15',
       },
+      {
+        sourceIndex: 19,
+        kind: 'point',
+        start: 14,
+        titleZh: '上海开源大赛 · 开源 AI 工具赛道三等奖',
+        titleEn: 'Shanghai Open Source Competition · Third prize, AI Tools',
+        dateZh: '2026.10.30',
+        dateEn: 'Oct 30, 2026',
+        barZh: '三等奖 · 10.30',
+        barEn: 'Third prize · Oct 30',
+      },
+      {
+        sourceIndex: 20,
+        kind: 'point',
+        start: 15,
+        titleZh: 'OSCAR“开源+”尖峰实践（待发布）',
+        titleEn: 'OSCAR Open Source+ Peak Practice (upcoming)',
+        dateZh: '2026.11.10',
+        dateEn: 'Nov 10, 2026',
+        barZh: '待发布 · 11.10',
+        barEn: 'Upcoming · Nov 10',
+      },
     ],
   },
   {
@@ -544,6 +621,28 @@ const ganttGroups: Array<{ project: ProjectKey; items: GanttItem[] }> = [
         barZh: '百万下载 · 09.29',
         barEn: '1M downloads · Sep 29',
       },
+      {
+        sourceIndex: 17,
+        kind: 'point',
+        start: 14,
+        titleZh: 'Spark-X2.5 领先 PocketPal 联网搜索评测 #1 & #3',
+        titleEn: 'Spark-X2.5 leads the PocketPal web search table at #1 & #3',
+        dateZh: '2026.10.05',
+        dateEn: 'Oct 5, 2026',
+        barZh: '#1 & #3 · 10.05',
+        barEn: '#1 & #3 · Oct 5',
+      },
+      {
+        sourceIndex: 18,
+        kind: 'point',
+        start: 14,
+        titleZh: 'Spark-X2.5 和 Spark-X2.6 累计下载突破 350 万',
+        titleEn: 'Spark-X2.5 and Spark-X2.6 passed 3.5M downloads',
+        dateZh: '2026.10.30',
+        dateEn: 'Oct 30, 2026',
+        barZh: '350 万下载 · 10.30',
+        barEn: '3.5M downloads · Oct 30',
+      },
     ],
   },
   {
@@ -589,8 +688,8 @@ const stats = [
   },
 ];
 
-const periodZh = '2025.09 — 2026.09';
-const periodEn = 'Sep 2025 — Sep 2026';
+const periodZh = '2025.09 — 2026.11';
+const periodEn = 'Sep 2025 — Nov 2026';
 ---
 
 <Layout metadata={metadata}>