diff --git a/doc/demo.html b/doc/demo.html
index ccfc994..b0c071a 100644
--- a/doc/demo.html
+++ b/doc/demo.html
@@ -291,12 +291,12 @@ tr:hover td{background:var(--bg2)}
     <div class="card">
       <h3>📊 社区周报 HTML</h3>
       <p>4 维评分：Issue 关闭率(30%) + PR 合并率(30%) + 贡献者(25%) + 响应速度(15%)</p>
-      <a class="output-link" href="skills/gitlink-community-ops/scripts/_output/weekly-health-report.html" target="_blank" style="margin-top:12px">打开周报 →</a>
+      <a class="output-link" href="../skills/gitlink-community-ops/scripts/_output/weekly-health-report.html" target="_blank" style="margin-top:12px">打开周报 →</a>
     </div>
     <div class="card">
       <h3>📝 Release Notes HTML</h3>
       <p>按 Conventional Commits 自动分类：feat/fix/docs/chore</p>
-      <a class="output-link" href="skills/gitlink-community-ops/scripts/_output/release-notes-v0.1.0.html" target="_blank" style="margin-top:12px">打开 Release Notes →</a>
+      <a class="output-link" href="../skills/gitlink-community-ops/scripts/_output/release-notes-v0.1.0.html" target="_blank" style="margin-top:12px">打开 Release Notes →</a>
     </div>
   </div>
 </div>
@@ -341,7 +341,7 @@ tr:hover td{background:var(--bg2)}
     <div class="metric"><div class="val" style="color:var(--gold)">4.8</div><div class="lbl">综合 /10</div></div>
   </div>
 
-  <a class="output-link" href="skills/gitlink-research-insight/scripts/_output/research-insight-report.html" target="_blank">打开科研洞察报告 →</a>
+  <a class="output-link" href="../skills/gitlink-research-insight/scripts/_output/research-insight-report.html" target="_blank">打开科研洞察报告 →</a>
 </div>
 
 <!-- ===== HOTSPOT ===== -->
@@ -374,12 +374,12 @@ tr:hover td{background:var(--bg2)}
     <div class="card">
       <h3>🕸️ 知识图谱</h3>
       <p>21 个仓库 · 4 主题 · 2 技术栈 · 4 组织<br>支持缩放/拖拽/点击高亮</p>
-      <a class="output-link" href="skills/gitlink-research-hotspot/scripts/_output/knowledge-graph-gitlink.html" target="_blank" style="margin-top:12px">打开知识图谱 →</a>
+      <a class="output-link" href="../skills/gitlink-research-hotspot/scripts/_output/knowledge-graph-gitlink.html" target="_blank" style="margin-top:12px">打开知识图谱 →</a>
     </div>
     <div class="card">
       <h3>📈 趋势报告</h3>
       <p>热门主题分析 · 技术栈分布 · 组织活跃度排名</p>
-      <a class="output-link" href="skills/gitlink-research-hotspot/scripts/_output/hotspot-trend-report-gitlink.html" target="_blank" style="margin-top:12px">打开趋势报告 →</a>
+      <a class="output-link" href="../skills/gitlink-research-hotspot/scripts/_output/hotspot-trend-report-gitlink.html" target="_blank" style="margin-top:12px">打开趋势报告 →</a>
     </div>
   </div>
 </div>