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-        "url": "/docs/computer-science\\\\cpp_backend\\\\Handwritten_pool_components\\\\2_Handwritten_mempool1"
+        "id": "g6wucmr69lamd9xyxm7uunnd",
+        "title": "Make编译",
+        "url": "/docs/computer-science/cpp_backend/easy_compile/3_Make"
+      },
+      {
+        "id": "mnjkrtrs7xk3fq538eqreuge",
+        "title": "手写线程池",
+        "url": "/docs/computer-science/cpp_backend/Handwritten_pool_components/1_Handwritten_threadpool"
       }
     ]
   },
   {
     "id": "166212872",
-    "name": "GitHub User 166212872",
+    "name": "yoyofancy",
     "points": 60,
     "commits": 6,
     "avatarUrl": "https://avatars.githubusercontent.com/u/166212872",
@@ -1423,28 +1428,28 @@
       {
         "id": "lodydcd211esraq1r55ze9ey",
         "title": "其他资料",
-        "url": "/docs/ai\\\\llm-basics\\\\deep-learning\\\\misc\\\\index"
+        "url": "/docs/ai/llm-basics/deep-learning/misc"
       },
       {
         "id": "h53uwefhlykt9ietsx9x0vtn",
         "title": "Introduction of Multi-agents system(In any task you want)",
-        "url": "/docs/ai\\\\Introduction-of-Multi-agents-system\\\\introduction_of_multi-agents_system"
+        "url": "/docs/ai/Introduction-of-Multi-agents-system/introduction_of_multi-agents_system"
       },
       {
         "id": "wdqqrepoy43jiieyyjmaekk1",
         "title": "context engineering 快速了解",
-        "url": "/docs/CommunityShare\\\\RAG\\\\context_engineering_intro"
+        "url": "/docs/CommunityShare/RAG/context_engineering_intro"
       },
       {
         "id": "zywri1bs64awfi9utfjy14ll",
         "title": "RAG",
-        "url": "/docs/CommunityShare\\\\RAG\\\\rag"
+        "url": "/docs/CommunityShare/RAG/rag"
       }
     ]
   },
   {
     "id": "206296353",
-    "name": "GitHub User 206296353",
+    "name": "codemanQAQ",
     "points": 40,
     "commits": 4,
     "avatarUrl": "https://avatars.githubusercontent.com/u/206296353",
@@ -1452,13 +1457,13 @@
       {
         "id": "zf8zk108oqbsg56xjyqb5txk",
         "title": "PPO",
-        "url": "/docs/CommunityShare\\\\Personal-Study-Notes\\\\Reinforcement-Learning\\\\ppo"
+        "url": "/docs/CommunityShare/Personal-Study-Notes/Reinforcement-Learning/ppo"
       }
     ]
   },
   {
     "id": "59130571",
-    "name": "GitHub User 59130571",
+    "name": "RavenCaffeine",
     "points": 30,
     "commits": 3,
     "avatarUrl": "https://avatars.githubusercontent.com/u/59130571",
@@ -1466,18 +1471,18 @@
       {
         "id": "zywri1bs64awfi9utfjy14ll",
         "title": "RAG",
-        "url": "/docs/CommunityShare\\\\RAG\\\\rag"
+        "url": "/docs/CommunityShare/RAG/rag"
       },
       {
         "id": "e6udpzrorhvgeeda6xpy1e0s",
         "title": "如何部署你自己的Github图床-PictureCDN",
-        "url": "/docs/CommunityShare\\\\Geek\\\\picturecdn"
+        "url": "/docs/CommunityShare/Geek/picturecdn"
       }
     ]
   },
   {
     "id": "84211946",
-    "name": "GitHub User 84211946",
+    "name": "AudreyYZY",
     "points": 30,
     "commits": 3,
     "avatarUrl": "https://avatars.githubusercontent.com/u/84211946",
@@ -1485,32 +1490,32 @@
       {
         "id": "kzi6k1yg1sehlxidnxdsf59a",
         "title": "Recommended Books on Mathematics and Data Science",
-        "url": "/docs/ai\\\\ai-math-basics\\\\math_books"
+        "url": "/docs/ai/ai-math-basics/math_books"
       }
     ]
   },
   {
     "id": "104760545",
-    "name": "GitHub User 104760545",
+    "name": "KAGA11",
     "points": 20,
     "commits": 2,
     "avatarUrl": "https://avatars.githubusercontent.com/u/104760545",
     "contributedDocs": [
-      {
-        "id": "y3xkz4kituc738jwsojo7cml",
-        "title": "frontend",
-        "url": "/docs/computer-science\\\\frontend\\\\index"
-      },
       {
         "id": "uzoqs57kwc4tfut4wvgnbjhf",
         "title": "2025年应届生前端需要学习什么",
-        "url": "/docs/computer-science\\\\frontend\\\\frontend-learning\\\\index"
+        "url": "/docs/computer-science/frontend/frontend-learning"
+      },
+      {
+        "id": "y3xkz4kituc738jwsojo7cml",
+        "title": "frontend",
+        "url": "/docs/computer-science/frontend"
       }
     ]
   },
   {
     "id": "123258594",
-    "name": "GitHub User 123258594",
+    "name": "PenghaoJiang",
     "points": 20,
     "commits": 2,
     "avatarUrl": "https://avatars.githubusercontent.com/u/123258594",
@@ -1518,13 +1523,13 @@
       {
         "id": "h53uwefhlykt9ietsx9x0vtn",
         "title": "Introduction of Multi-agents system(In any task you want)",
-        "url": "/docs/ai\\\\Introduction-of-Multi-agents-system\\\\introduction_of_multi-agents_system"
+        "url": "/docs/ai/Introduction-of-Multi-agents-system/introduction_of_multi-agents_system"
       }
     ]
   },
   {
     "id": "150361711",
-    "name": "GitHub User 150361711",
+    "name": "mojitote",
     "points": 20,
     "commits": 2,
     "avatarUrl": "https://avatars.githubusercontent.com/u/150361711",
@@ -1537,13 +1542,13 @@
       {
         "id": "ifwz8sqxqsgjrafa79pycrcm",
         "title": "多模态强化学习项目（MVP 目标）",
-        "url": "/docs/all-projects\\\\multimodal-rl"
+        "url": "/docs/all-projects/multimodal-rl"
       }
     ]
   },
   {
     "id": "194795025",
-    "name": "GitHub User 194795025",
+    "name": "LynPtl",
     "points": 20,
     "commits": 2,
     "avatarUrl": "https://avatars.githubusercontent.com/u/194795025",
@@ -1551,18 +1556,18 @@
       {
         "id": "sfzt30mtx0jsuv6esnpm3w8y",
         "title": "群友分享",
-        "url": "/docs/CommunityShare\\\\index"
+        "url": "/docs/CommunityShare"
       },
       {
         "id": "gj4bn01un0s0841berfvwrn5",
         "title": "使用 Cloudflare R2 + ShareX 搭建个人/团队专属“永久”图床",
-        "url": "/docs/CommunityShare\\\\Geek\\\\cloudflare-r2-sharex-free-image-hosting"
+        "url": "/docs/CommunityShare/Geek/cloudflare-r2-sharex-free-image-hosting"
       }
     ]
   },
   {
     "id": "76551253",
-    "name": "GitHub User 76551253",
+    "name": "840691168",
     "points": 10,
     "commits": 1,
     "avatarUrl": "https://avatars.githubusercontent.com/u/76551253",
@@ -1570,13 +1575,13 @@
       {
         "id": "db3qwg25h6l0bh8f2sdabdqc",
         "title": "Theory of MoE",
-        "url": "/docs/ai\\\\MoE\\\\moe-update"
+        "url": "/docs/ai/MoE/moe-update"
       }
     ]
   },
   {
     "id": "88451018",
-    "name": "GitHub User 88451018",
+    "name": "richardkkk",
     "points": 10,
     "commits": 1,
     "avatarUrl": "https://avatars.githubusercontent.com/u/88451018",
@@ -1584,13 +1589,13 @@
       {
         "id": "tksz80mfqqyzwzzer5p3uxtg",
         "title": "Git入门操作指南-程序员必会的git小技巧",
-        "url": "/docs/CommunityShare\\\\Geek\\\\git101"
+        "url": "/docs/CommunityShare/Geek/git101"
       }
     ]
   },
   {
     "id": "90535573",
-    "name": "GitHub User 90535573",
+    "name": "SiYG",
     "points": 10,
     "commits": 1,
     "avatarUrl": "https://avatars.githubusercontent.com/u/90535573",
@@ -1598,13 +1603,13 @@
       {
         "id": "pne40puz5alzsf0f5jb0frbm",
         "title": "程序员学生时期求职与实习经验分享",
-        "url": "/docs/jobs\\\\interview-prep\\\\preparations-to-get-an-offer-as-a-student"
+        "url": "/docs/jobs/interview-prep/preparations-to-get-an-offer-as-a-student"
       }
     ]
   },
   {
     "id": "95595902",
-    "name": "GitHub User 95595902",
+    "name": "YBJ0000",
     "points": 10,
     "commits": 1,
     "avatarUrl": "https://avatars.githubusercontent.com/u/95595902",
@@ -1612,13 +1617,13 @@
       {
         "id": "q8d1j9bii2ve2p7pp4xtok79",
         "title": "程序员 Burnout 自救指南",
-        "url": "/docs/CommunityShare\\\\MentalHealth\\\\burnout-guide"
+        "url": "/docs/CommunityShare/MentalHealth/burnout-guide"
       }
     ]
   },
   {
     "id": "128119791",
-    "name": "GitHub User 128119791",
+    "name": "CeitherNSW",
     "points": 10,
     "commits": 1,
     "avatarUrl": "https://avatars.githubusercontent.com/u/128119791",
@@ -1626,13 +1631,13 @@
       {
         "id": "l6eepr5ctjgrhdgupy3twr1t",
         "title": "Prompt Repetition Improves Non-Reasoning LLMs",
-        "url": "/docs/CommunityShare\\\\Amazing-AI-Tools\\\\prompt-repetition-improves-non-reasoning-llms"
+        "url": "/docs/CommunityShare/Amazing-AI-Tools/prompt-repetition-improves-non-reasoning-llms"
       }
     ]
   },
   {
     "id": "138507318",
-    "name": "GitHub User 138507318",
+    "name": "TinyAlmond",
     "points": 10,
     "commits": 1,
     "avatarUrl": "https://avatars.githubusercontent.com/u/138507318",
@@ -1640,13 +1645,13 @@
       {
         "id": "l6eepr5ctjgrhdgupy3twr1t",
         "title": "Prompt Repetition Improves Non-Reasoning LLMs",
-        "url": "/docs/CommunityShare\\\\Amazing-AI-Tools\\\\prompt-repetition-improves-non-reasoning-llms"
+        "url": "/docs/CommunityShare/Amazing-AI-Tools/prompt-repetition-improves-non-reasoning-llms"
       }
     ]
   },
   {
     "id": "147322547",
-    "name": "GitHub User 147322547",
+    "name": "LunaHeluo",
     "points": 10,
     "commits": 1,
     "avatarUrl": "https://avatars.githubusercontent.com/u/147322547",
@@ -1654,8 +1659,8 @@
       {
         "id": "q8d1j9bii2ve2p7pp4xtok79",
         "title": "程序员 Burnout 自救指南",
-        "url": "/docs/CommunityShare\\\\MentalHealth\\\\burnout-guide"
+        "url": "/docs/CommunityShare/MentalHealth/burnout-guide"
       }
     ]
   }
-]
\ No newline at end of file
+]
diff --git a/scripts/generate-leaderboard.mjs b/scripts/generate-leaderboard.mjs
index 9c4c08e6..d282bbc8 100644
--- a/scripts/generate-leaderboard.mjs
+++ b/scripts/generate-leaderboard.mjs
@@ -182,23 +182,58 @@ async function main() {
       `[generate-leaderboard] 已聚合 ${leaderboard.length} 名用户，正在通过 GitHub API 获取前 100 名的详细信息... | Aggregated ${leaderboard.length} users. Annotating top 100 with Github API...`,
     );
 
+    // 读取 GITHUB_TOKEN（由 workflow env 注入，见 .github/workflows/sync-uuid.yml）。
+    // 匿名调用 GitHub API 限流 60/hour，带 token 后 5000/hour。没有 token 依然能跑，
+    // 只是前 100 基本全部 403，fallback 回 "GitHub User <id>"。
+    const ghToken = process.env.GITHUB_TOKEN || process.env.GH_PAT || "";
+    if (!ghToken) {
+      console.warn(
+        "[generate-leaderboard] 未检测到 GITHUB_TOKEN/GH_PAT（GitHub token），名字获取会因限流失败，榜单只会展示 id 占位符",
+      );
+    }
+
     // 我们在此取前 100 名抓取 Github Name 防止 Rate Limit
     const topUsers = leaderboard.slice(0, 100);
+    let successCount = 0;
+    let failureCount = 0;
     for (let user of topUsers) {
       try {
+        const headers = {
+          "User-Agent": "involutionhell-leaderboard-script",
+          Accept: "application/vnd.github+json",
+        };
+        if (ghToken) headers.Authorization = `Bearer ${ghToken}`;
         const ghRes = await fetch(`https://api.github.com/user/${user.id}`, {
-          headers: {
-            "User-Agent": "involutionhell-leaderboard-script",
-          },
+          headers,
         });
         if (ghRes.ok) {
           const data = await ghRes.json();
           user.name = data.login || data.name || user.name;
+          successCount++;
+        } else {
+          failureCount++;
+          // 首次失败时打印详情帮助定位（限流 / token 过期 / 被 revoke）
+          if (failureCount === 1) {
+            console.warn(
+              `[generate-leaderboard] GitHub API 返回 ${ghRes.status}，后续失败将静默计数。示例响应：`,
+              await ghRes.text().then((t) => t.slice(0, 200)),
+            );
+          }
         }
       } catch (err) {
-        // Ignore fetch errors
+        failureCount++;
+        // 首次网络/DNS/SSL 等异常打印一次错误消息，便于排查；后续静默计数
+        if (failureCount === 1) {
+          console.warn(
+            "[generate-leaderboard] GitHub API 请求异常，后续失败将静默计数。示例错误：",
+            err instanceof Error ? err.message : err,
+          );
+        }
       }
     }
+    console.log(
+      `[generate-leaderboard] GitHub 名字获取完成：成功 ${successCount} / 失败 ${failureCount}`,
+    );
 
     await ensureParentDir(outputAbs);