diff --git a/doc/dashboard.html b/doc/dashboard.html
index 11e33764..a457616f 100644
--- a/doc/dashboard.html
+++ b/doc/dashboard.html
@@ -5,425 +5,396 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>gitlink-cli · 功能全景</title>
 <style>
-:root {
-  --bg: #0d1117;
-  --bg-card: #161b22;
-  --bg-card-hover: #1c2129;
-  --bg-input: #0d1117;
-  --border: #30363d;
-  --text: #e6edf3;
-  --text-dim: #8b949e;
-  --text-muted: #6e7681;
-  --blue: #58a6ff;
-  --green: #3fb950;
-  --orange: #d2991d;
-  --red: #f85149;
-  --purple: #a371f7;
-  --cyan: #39c5cf;
-  --accent: #1f6feb;
-  --accent-subtle: #1f6feb22;
-  --radius: 8px;
-  --radius-sm: 6px;
-  --font-mono: 'Cascadia Code', 'Fira Code', 'JetBrains Mono', 'Consolas', monospace;
-}
-*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
-body {
-  background: var(--bg);
-  color: var(--text);
-  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Noto Sans SC', sans-serif;
-  line-height: 1.6;
-  min-height: 100vh;
-}
+  :root {
+    --bg:           #0d1117;
+    --bg-subtle:    #161b22;
+    --bg-inset:     #010409;
+    --border:       #30363d;
+    --border-muted: #21262d;
+    --text:         #c9d1d9;
+    --text-muted:   #8b949e;
+    --accent:       #58a6ff;
+    --accent-soft:  rgba(56,139,253,0.15);
+    --green:        #3fb950;
+    --green-soft:   rgba(63,185,80,0.12);
+    --purple:       #bc8cff;
+    --radius:       12px;
+  }
+  * { box-sizing: border-box; margin: 0; padding: 0; }
+  html { scroll-behavior: smooth; }
+  body {
+    background: var(--bg);
+    color: var(--text);
+    font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "PingFang SC",
+                 "Microsoft YaHei", "Hiragino Sans GB", Helvetica, Arial, sans-serif;
+    line-height: 1.55;
+    -webkit-font-smoothing: antialiased;
+    min-height: 100vh;
+    background-image:
+      radial-gradient(900px 380px at 100% -8%, rgba(56,139,253,0.10), transparent 60%),
+      radial-gradient(800px 360px at -8% -4%, rgba(188,140,255,0.08), transparent 60%);
+    background-attachment: fixed;
+  }
 
-/* ── Header ── */
-.header {
-  background: var(--bg-card);
-  border-bottom: 1px solid var(--border);
-  padding: 28px 32px 20px;
-  position: sticky; top: 0; z-index: 100;
-  backdrop-filter: blur(12px);
-}
-.header-inner { max-width: 1200px; margin: 0 auto; }
-.header h1 {
-  font-size: 1.6rem; font-weight: 700; letter-spacing: -0.02em;
-  display: flex; align-items: center; gap: 10px;
-}
-.header h1 .logo {
-  width: 36px; height: 36px;
-  background: linear-gradient(135deg, var(--accent), var(--purple));
-  border-radius: 8px; display: flex; align-items: center; justify-content: center;
-  font-size: 1.2rem;
-}
-.stats { display: flex; gap: 24px; margin-top: 14px; flex-wrap: wrap; }
-.stat { display: flex; align-items: baseline; gap: 6px; }
-.stat .num { font-size: 1.5rem; font-weight: 700; color: var(--blue); }
-.stat .label { font-size: 0.85rem; color: var(--text-dim); }
+  /* ---------- Header ---------- */
+  header {
+    position: sticky; top: 0; z-index: 50;
+    backdrop-filter: blur(12px);
+    background: rgba(13,17,23,0.78);
+    border-bottom: 1px solid var(--border);
+  }
+  .header-inner {
+    max-width: 1200px; margin: 0 auto;
+    padding: 22px 24px 18px;
+    display: flex; align-items: center; gap: 16px; flex-wrap: wrap;
+  }
+  .brand { display: flex; align-items: center; gap: 12px; margin-right: auto; }
+  .logo {
+    width: 44px; height: 44px; border-radius: 11px;
+    background: linear-gradient(135deg, #2f81f7, #8957e5);
+    display: grid; place-items: center;
+    font-size: 24px; color: #fff; font-weight: 800;
+    box-shadow: 0 4px 14px rgba(56,139,253,0.45);
+  }
+  .brand h1 { font-size: 20px; font-weight: 650; letter-spacing: -0.3px; }
+  .brand .sub { font-size: 12.5px; color: var(--text-muted); }
 
-/* ── Search ── */
-.search-wrap {
-  margin-top: 18px; position: relative; max-width: 600px;
-}
-.search-wrap input {
-  width: 100%; padding: 10px 14px 10px 40px;
-  background: var(--bg-input); border: 1px solid var(--border);
-  border-radius: var(--radius); color: var(--text);
-  font-size: 0.95rem; outline: none; transition: border-color 0.2s;
-}
-.search-wrap input:focus { border-color: var(--accent); }
-.search-wrap .search-icon {
-  position: absolute; left: 13px; top: 50%; transform: translateY(-50%);
-  color: var(--text-muted); font-size: 1.1rem; pointer-events: none;
-}
+  .search-wrap { position: relative; flex: 0 1 320px; min-width: 200px; }
+  .search-wrap svg { position: absolute; left: 12px; top: 50%; transform: translateY(-50%); color: var(--text-muted); }
+  input#search {
+    width: 100%; padding: 10px 14px 10px 38px;
+    background: var(--bg-inset); color: var(--text);
+    border: 1px solid var(--border); border-radius: 9px;
+    font-size: 14px; outline: none; transition: .15s;
+  }
+  input#search:focus { border-color: var(--accent); box-shadow: 0 0 0 3px var(--accent-soft); }
+  .kbd {
+    position: absolute; right: 10px; top: 50%; transform: translateY(-50%);
+    font-size: 11px; color: var(--text-muted);
+    border: 1px solid var(--border); border-radius: 5px; padding: 1px 6px;
+    background: var(--bg-subtle);
+  }
 
-/* ── Main Grid ── */
-.container { max-width: 1200px; margin: 24px auto; padding: 0 32px 60px; }
-.grid { display: grid; gap: 16px; grid-template-columns: repeat(auto-fill, minmax(360px, 1fr)); }
+  /* ---------- Stats ---------- */
+  .stats {
+    max-width: 1200px; margin: 0 auto;
+    padding: 26px 24px 6px;
+    display: grid; grid-template-columns: repeat(4, 1fr); gap: 14px;
+  }
+  .stat {
+    background: var(--bg-subtle);
+    border: 1px solid var(--border-muted);
+    border-radius: var(--radius);
+    padding: 16px 18px;
+    position: relative; overflow: hidden;
+  }
+  .stat::after {
+    content: ""; position: absolute; left: 0; top: 0; bottom: 0; width: 3px;
+    background: var(--accent);
+  }
+  .stat.green::after { background: var(--green); }
+  .stat.purple::after { background: var(--purple); }
+  .stat.muted::after { background: var(--text-muted); }
+  .stat .num { font-size: 28px; font-weight: 700; letter-spacing: -1px; }
+  .stat .label { font-size: 12.5px; color: var(--text-muted); margin-top: 2px; }
 
-/* ── Category Card ── */
-.card {
-  background: var(--bg-card); border: 1px solid var(--border);
-  border-radius: var(--radius); overflow: hidden;
-  transition: border-color 0.2s, box-shadow 0.2s;
-}
-.card:hover { border-color: #484f58; }
-.card-header {
-  display: flex; align-items: center; gap: 10px;
-  padding: 14px 18px; cursor: pointer; user-select: none;
-  transition: background 0.15s;
-}
-.card-header:hover { background: var(--bg-card-hover); }
-.card-icon { font-size: 1.3rem; width: 28px; text-align: center; flex-shrink: 0; }
-.card-title { font-weight: 600; font-size: 0.95rem; flex: 1; }
-.card-count {
-  font-size: 0.78rem; color: var(--text-dim);
-  background: var(--accent-subtle); padding: 2px 10px;
-  border-radius: 10px; font-weight: 500;
-}
-.card-chevron {
-  color: var(--text-muted); font-size: 0.75rem;
-  transition: transform 0.25s; flex-shrink: 0;
-}
-.card.open .card-chevron { transform: rotate(180deg); }
-.card-body { display: none; }
-.card.open .card-body { display: block; }
+  /* ---------- Layout ---------- */
+  main { max-width: 1200px; margin: 0 auto; padding: 22px 24px 64px; }
+  .grid { display: grid; grid-template-columns: repeat(2, 1fr); gap: 16px; }
 
-/* ── Shortcut Row ── */
-.shortcut {
-  display: flex; align-items: flex-start; gap: 10px;
-  padding: 10px 18px; border-top: 1px solid var(--border);
-  cursor: pointer; transition: background 0.12s;
-  flex-wrap: wrap;
-}
-.shortcut:hover { background: var(--bg-card-hover); }
-.shortcut .cmd {
-  font-family: var(--font-mono); font-size: 0.84rem;
-  color: var(--blue); white-space: nowrap; font-weight: 500;
-  min-width: 130px;
-}
-.shortcut .badge {
-  font-size: 0.68rem; padding: 1px 8px; border-radius: 10px;
-  font-weight: 600; white-space: nowrap; flex-shrink: 0;
-  margin-top: 1px;
-}
-.badge-auth { background: #1f4620; color: var(--green); }
-.badge-public { background: #1a2d4a; color: var(--blue); }
-.shortcut .desc {
-  font-size: 0.82rem; color: var(--text-dim); flex: 1; min-width: 120px;
-}
-.shortcut .example { display: none; width: 100%; margin-top: 6px; }
-.shortcut.expanded .example { display: block; }
-.example code {
-  display: block; background: #0d1117; padding: 8px 14px;
-  border-radius: var(--radius-sm); font-family: var(--font-mono);
-  font-size: 0.78rem; color: var(--cyan); border: 1px solid var(--border);
-  overflow-x: auto; white-space: pre-wrap; word-break: break-all;
-}
+  /* ---------- Category card ---------- */
+  .card {
+    background: var(--bg-subtle);
+    border: 1px solid var(--border-muted);
+    border-radius: var(--radius);
+    overflow: hidden; transition: border-color .15s;
+  }
+  .card:hover { border-color: var(--border); }
+  .card-head {
+    display: flex; align-items: center; gap: 12px;
+    padding: 15px 18px; cursor: pointer; user-select: none;
+    transition: background .12s;
+  }
+  .card-head:hover { background: rgba(177,186,196,0.04); }
+  .card-icon { font-size: 20px; line-height: 1; }
+  .card-title { font-size: 15px; font-weight: 600; flex: 1; }
+  .count-badge {
+    font-size: 12px; color: var(--text-muted);
+    background: var(--bg-inset); border: 1px solid var(--border);
+    padding: 2px 9px; border-radius: 20px; font-variant-numeric: tabular-nums;
+  }
+  .chev { color: var(--text-muted); transition: transform .2s; flex-shrink: 0; }
+  .card.open .chev { transform: rotate(90deg); }
 
-/* ── Empty State ── */
-.empty { text-align: center; padding: 60px 20px; color: var(--text-muted); display: none; }
-.empty.show { display: block; }
-.empty .empty-icon { font-size: 3rem; margin-bottom: 12px; }
+  .card-body { max-height: 0; overflow: hidden; transition: max-height .25s ease; }
+  .card.open .card-body { max-height: 2400px; }
 
-/* ── Footer ── */
-.footer {
-  text-align: center; padding: 20px; color: var(--text-muted);
-  font-size: 0.78rem; border-top: 1px solid var(--border);
-}
+  .row {
+    border-top: 1px solid var(--border-muted);
+    padding: 11px 18px;
+    cursor: pointer; transition: background .12s;
+  }
+  .row:hover { background: rgba(56,139,253,0.06); }
+  .row-main { display: flex; align-items: center; gap: 10px; flex-wrap: wrap; }
+  .cmd {
+    font-family: "SFMono-Regular", Consolas, "Liberation Mono", Menlo, monospace;
+    font-size: 13px; color: var(--accent); font-weight: 600;
+  }
+  .tag {
+    font-size: 10.5px; font-weight: 600; letter-spacing: .3px;
+    padding: 2px 7px; border-radius: 20px; white-space: nowrap;
+  }
+  .tag.auth   { color: var(--green);  background: var(--green-soft); }
+  .tag.public { color: var(--accent); background: var(--accent-soft); }
+  .desc { color: var(--text-muted); font-size: 13px; flex: 1; min-width: 120px; }
 
-/* ── Responsive ── */
-@media (max-width: 768px) {
-  .header { padding: 18px 16px 14px; }
-  .container { padding: 16px; }
-  .grid { grid-template-columns: 1fr; }
-  .shortcut .cmd { min-width: 100px; }
-}
+  .example {
+    max-height: 0; overflow: hidden; transition: max-height .2s ease;
+  }
+  .row.expanded .example { max-height: 140px; padding-top: 8px; }
+  .example code {
+    display: block;
+    font-family: "SFMono-Regular", Consolas, "Liberation Mono", Menlo, monospace;
+    font-size: 12px; color: var(--text);
+    background: var(--bg-inset);
+    border: 1px solid var(--border-muted); border-left: 3px solid var(--accent);
+    border-radius: 7px; padding: 10px 12px;
+    white-space: pre-wrap; word-break: break-all;
+  }
+
+  /* ---------- Empty / footer ---------- */
+  #empty {
+    text-align: center; padding: 60px 20px; color: var(--text-muted);
+    display: none;
+  }
+  #empty .big { font-size: 40px; margin-bottom: 10px; }
+  footer {
+    max-width: 1200px; margin: 0 auto;
+    padding: 0 24px 40px; text-align: center;
+    color: var(--text-muted); font-size: 12.5px;
+  }
+  footer a { color: var(--accent); text-decoration: none; }
+  footer a:hover { text-decoration: underline; }
+
+  @media (max-width: 760px) {
+    .stats { grid-template-columns: repeat(2, 1fr); }
+    .grid { grid-template-columns: 1fr; }
+    .search-wrap { flex: 1 1 100%; }
+    .header-inner { gap: 12px; }
+  }
 </style>
 </head>
 <body>
 
-<!-- ═══ HEADER ═══ -->
-<header class="header">
+<header>
   <div class="header-inner">
-    <h1><span class="logo">⚡</span>gitlink-cli · 功能全景</h1>
-    <div class="stats">
-      <div class="stat"><span class="num" id="statCats">14</span><span class="label">分类</span></div>
-      <div class="stat"><span class="num" id="statCmds">69</span><span class="label">Shortcuts</span></div>
-      <div class="stat"><span class="num" id="statAuth">44</span><span class="label">需认证</span></div>
-      <div class="stat"><span class="num" id="statPublic">25</span><span class="label">公开接口</span></div>
+    <div class="brand">
+      <div class="logo">G</div>
+      <div>
+        <h1>gitlink-cli · 功能全景</h1>
+        <div class="sub">交互式命令浏览仪表盘</div>
+      </div>
     </div>
     <div class="search-wrap">
-      <span class="search-icon">🔍</span>
-      <input type="text" id="search" placeholder="搜索命令或描述…（如 repo、issue、webhook）" autofocus>
+      <svg width="16" height="16" viewBox="0 0 16 16" fill="currentColor"><path d="M11.5 7a4.5 4.5 0 1 1-9 0 4.5 4.5 0 0 1 9 0Zm-.82 4.74a6 6 0 1 1 1.06-1.06l3.04 3.04a.75.75 0 1 1-1.06 1.06l-3.04-3.04Z"/></svg>
+      <input id="search" type="text" placeholder="搜索命令或描述…  ( 按 / 聚焦 )" autocomplete="off">
+      <span class="kbd">/</span>
     </div>
   </div>
 </header>
 
-<!-- ═══ MAIN ═══ -->
-<main class="container">
-<div class="grid" id="grid"></div>
-<div class="empty" id="empty"><div class="empty-icon">📭</div><p>没有匹配的命令</p></div>
+<section class="stats">
+  <div class="stat"><div class="num" id="st-cat">0</div><div class="label">功能分类</div></div>
+  <div class="stat purple"><div class="num" id="st-total">0</div><div class="label">Shortcuts 总数</div></div>
+  <div class="stat green"><div class="num" id="st-auth">0</div><div class="label">需认证命令</div></div>
+  <div class="stat muted"><div class="num" id="st-public">0</div><div class="label">公开命令</div></div>
+</section>
+
+<main>
+  <div class="grid" id="grid"></div>
+  <div id="empty">
+    <div class="big">🔍</div>
+    <div>没有匹配的命令，换个关键词试试。</div>
+  </div>
 </main>
 
-<footer class="footer">
-  🤖 由 gitlink-code-insight skill 生成 · 数据来源：gitlink-cli v1.x Shortcuts
+<footer>
+  Generated by <strong>gitlink-code-insight</strong> skill ·
+  <a href="https://gitlink.org.cn" target="_blank" rel="noopener">Gitlink</a> ·
+  共 <span id="ft-total">0</span> 个命令
 </footer>
 
 <script>
-// ── Data ──
-const categories = [
-  {
-    icon: "📦", name: "仓库管理", key: "repo",
-    shortcuts: [
-      { cmd: "repo +list",        auth: false, desc: "仓库列表",                 example: "gitlink-cli repo +list --user zhangsan" },
-      { cmd: "repo +info",        auth: false, desc: "仓库详情",                 example: "gitlink-cli repo +info --owner Gitlink --repo forgeplus" },
-      { cmd: "repo +create",      auth: true,  desc: "创建仓库",                 example: "gitlink-cli repo +create --name my-project --description \"项目描述\"" },
-      { cmd: "repo +fork",        auth: true,  desc: "Fork 仓库",                example: "gitlink-cli repo +fork --owner Gitlink --repo forgeplus" },
-      { cmd: "repo +delete",      auth: true,  desc: "删除仓库（不可逆）",         example: "gitlink-cli repo +delete --owner myuser --repo old-project" },
-      { cmd: "repo +batch-create",auth: true,  desc: "批量创建仓库",             example: "gitlink-cli repo +batch-create --from repos.csv" },
-      { cmd: "repo +batch-update",auth: true,  desc: "批量更新仓库",             example: "gitlink-cli repo +batch-update --from updates.csv" },
-      { cmd: "repo +add-member",  auth: true,  desc: "添加仓库成员",             example: "gitlink-cli repo +add-member --owner myuser --repo myrepo --user newmember --role developer" },
-    ]
-  },
-  {
-    icon: "🌿", name: "分支管理", key: "branch",
-    shortcuts: [
-      { cmd: "branch +list",      auth: false, desc: "分支列表",                 example: "gitlink-cli branch +list --owner Gitlink --repo forgeplus" },
-      { cmd: "branch +create",    auth: true,  desc: "创建分支",                 example: "gitlink-cli branch +create --name feature/new-feature" },
-      { cmd: "branch +delete",    auth: true,  desc: "删除分支（不可逆）",         example: "gitlink-cli branch +delete --name feature/old-feature" },
-      { cmd: "branch +protect",   auth: true,  desc: "保护分支",                 example: "gitlink-cli branch +protect --name main" },
-      { cmd: "branch +unprotect", auth: true,  desc: "取消保护",                 example: "gitlink-cli branch +unprotect --name main" },
-    ]
-  },
-  {
-    icon: "🐛", name: "Issue 管理", key: "issue",
-    shortcuts: [
-      { cmd: "issue +list",       auth: false, desc: "Issue 列表",               example: "gitlink-cli issue +list --owner Gitlink --repo forgeplus --state open" },
-      { cmd: "issue +view",       auth: false, desc: "Issue 详情",               example: "gitlink-cli issue +view --owner Gitlink --repo forgeplus --number 4" },
-      { cmd: "issue +create",     auth: true,  desc: "创建 Issue",               example: "gitlink-cli issue +create --owner myuser --repo myrepo --title \"Bug: 登录失败\" --body \"复现步骤\"" },
-      { cmd: "issue +update",     auth: true,  desc: "更新 Issue",               example: "gitlink-cli issue +update --number 4 --title \"新标题\" --body \"更新描述\"" },
-      { cmd: "issue +close",      auth: true,  desc: "关闭 Issue",               example: "gitlink-cli issue +close --number 4" },
-      { cmd: "issue +batch-close",auth: true,  desc: "批量关闭 Issue",           example: "gitlink-cli issue +batch-close --numbers 123,124 --dry-run" },
-      { cmd: "issue +comment",    auth: true,  desc: "添加评论",                 example: "gitlink-cli issue +comment --number 4 --body \"已修复\"" },
-    ]
-  },
-  {
-    icon: "🔀", name: "Pull Request", key: "pr",
-    shortcuts: [
-      { cmd: "pr +list",          auth: false, desc: "PR 列表",                  example: "gitlink-cli pr +list --owner Gitlink --repo forgeplus --state open" },
-      { cmd: "pr +view",          auth: false, desc: "PR 详情",                  example: "gitlink-cli pr +view --id 3" },
-      { cmd: "pr +create",        auth: true,  desc: "创建 PR",                  example: "gitlink-cli pr +create --title \"feat: 新功能\" --head feature/x --base master" },
-      { cmd: "pr +merge",         auth: true,  desc: "合并 PR",                  example: "gitlink-cli pr +merge --id 3 --method squash" },
-      { cmd: "pr +close",         auth: true,  desc: "关闭 PR",                  example: "gitlink-cli pr +close --id 3" },
-      { cmd: "pr +files",         auth: false, desc: "变更文件列表",              example: "gitlink-cli pr +files --id 3" },
-      { cmd: "pr +diff",          auth: false, desc: "查看提交列表",              example: "gitlink-cli pr +diff --id 3" },
-      { cmd: "pr +comment",       auth: true,  desc: "PR 评论",                  example: "gitlink-cli pr +comment --id 3 --body \"LGTM\"" },
-      { cmd: "pr +review",        auth: true,  desc: "代码审查",                 example: "gitlink-cli pr +review --id 3 --event COMMENT --body \"整体 LGTM\"" },
-    ]
-  },
-  {
-    icon: "🚀", name: "版本发布", key: "release",
-    shortcuts: [
-      { cmd: "release +list",     auth: false, desc: "发布列表",                 example: "gitlink-cli release +list --owner Gitlink --repo forgeplus" },
-      { cmd: "release +view",     auth: false, desc: "发布详情",                 example: "gitlink-cli release +view --id <version_id>" },
-      { cmd: "release +create",   auth: true,  desc: "创建发布",                 example: "gitlink-cli release +create --tag v1.0.0 --name \"v1.0.0\" --target master" },
-      { cmd: "release +delete",   auth: true,  desc: "删除发布（不可逆）",         example: "gitlink-cli release +delete --id <version_id>" },
-    ]
-  },
-  {
-    icon: "📖", name: "Wiki 管理", key: "wiki",
-    shortcuts: [
-      { cmd: "wiki +list",        auth: false, desc: "Wiki 页面列表",            example: "gitlink-cli wiki +list --owner Gitlink --repo forgeplus" },
-      { cmd: "wiki +view",        auth: false, desc: "查看页面内容",              example: "gitlink-cli wiki +view --owner Gitlink --repo forgeplus --title \"Home\"" },
-      { cmd: "wiki +create",      auth: true,  desc: "创建页面",                 example: "gitlink-cli wiki +create --owner myuser --repo myrepo --title \"API 文档\" --file ./api.md" },
-      { cmd: "wiki +update",      auth: true,  desc: "更新页面",                 example: "gitlink-cli wiki +update --owner myuser --repo myrepo --title \"设计文档\" --add \"新内容\"" },
-      { cmd: "wiki +delete",      auth: true,  desc: "删除页面",                 example: "gitlink-cli wiki +delete --owner myuser --repo myrepo --title \"废弃页面\"" },
-    ]
-  },
-  {
-    icon: "⚙️", name: "CI / CD", key: "ci",
-    shortcuts: [
-      { cmd: "ci +builds",        auth: true,  desc: "构建列表",                 example: "gitlink-cli ci +builds --owner myuser --repo myrepo" },
-      { cmd: "ci +logs",          auth: true,  desc: "构建日志",                 example: "gitlink-cli ci +logs --build 42 --stage 1 --step 1" },
-      { cmd: "ci +restart",       auth: true,  desc: "重启构建",                 example: "gitlink-cli ci +restart --build 42" },
-      { cmd: "ci +stop",          auth: true,  desc: "停止构建",                 example: "gitlink-cli ci +stop --build 42" },
-    ]
-  },
-  {
-    icon: "🔔", name: "Webhook", key: "webhook",
-    shortcuts: [
-      { cmd: "webhook +list",     auth: true,  desc: "Webhook 列表",             example: "gitlink-cli webhook +list --owner myuser --repo myrepo" },
-      { cmd: "webhook +info",     auth: true,  desc: "Webhook 详情",             example: "gitlink-cli webhook +info --owner myuser --repo myrepo --id 123" },
-      { cmd: "webhook +events",   auth: false, desc: "支持的事件类型",            example: "gitlink-cli webhook +events" },
-      { cmd: "webhook +create",   auth: true,  desc: "创建 Webhook",             example: "gitlink-cli webhook +create --url https://example.com/hook --events push" },
-      { cmd: "webhook +update",   auth: true,  desc: "更新 Webhook",             example: "gitlink-cli webhook +update --id 123 --events push,pull_request" },
-      { cmd: "webhook +test",     auth: true,  desc: "测试 Webhook",             example: "gitlink-cli webhook +test --id 123 --event push" },
-      { cmd: "webhook +delete",   auth: true,  desc: "删除 Webhook",             example: "gitlink-cli webhook +delete --id 123" },
-    ]
-  },
-  {
-    icon: "🏢", name: "组织管理", key: "org",
-    shortcuts: [
-      { cmd: "org +list",         auth: false, desc: "组织列表",                 example: "gitlink-cli org +list" },
-      { cmd: "org +info",         auth: false, desc: "组织详情",                 example: "gitlink-cli org +info --id Gitlink" },
-      { cmd: "org +members",      auth: false, desc: "成员列表",                 example: "gitlink-cli org +members --id Gitlink" },
-      { cmd: "org +create",       auth: true,  desc: "创建组织",                 example: "gitlink-cli org +create --name my-org --description \"我的组织\"" },
-      { cmd: "org +batch-add",    auth: true,  desc: "批量添加成员",             example: "gitlink-cli org +batch-add --id my-org --users \"user1,user2\"" },
-    ]
-  },
-  {
-    icon: "👤", name: "用户与搜索", key: "user",
-    shortcuts: [
-      { cmd: "user +me",          auth: true,  desc: "当前登录用户",             example: "gitlink-cli user +me" },
-      { cmd: "user +info",        auth: false, desc: "用户详情",                 example: "gitlink-cli user +info --login zhangsan" },
-      { cmd: "search +repos",     auth: false, desc: "搜索仓库",                 example: "gitlink-cli search +repos --keyword \"machine learning\"" },
-      { cmd: "search +users",     auth: false, desc: "搜索用户",                 example: "gitlink-cli search +users --keyword \"zhangsan\"" },
-    ]
-  },
-  {
-    icon: "🛡️", name: "安全与合规", key: "compliance",
-    shortcuts: [
-      { cmd: "compliance +scan",     auth: false, desc: "全量扫描",              example: "gitlink-cli compliance +scan" },
-      { cmd: "compliance +license",  auth: false, desc: "许可证合规检查",         example: "gitlink-cli compliance +license" },
-      { cmd: "compliance +deps",     auth: false, desc: "依赖许可证检查",         example: "gitlink-cli compliance +deps" },
-      { cmd: "compliance +secrets",  auth: false, desc: "敏感信息扫描",           example: "gitlink-cli compliance +secrets" },
-      { cmd: "compliance +exposure", auth: false, desc: "PII 与暴露面扫描",       example: "gitlink-cli compliance +exposure" },
-      { cmd: "compliance +vocab",    auth: false, desc: "敏感词汇扫描",           example: "gitlink-cli compliance +vocab" },
-    ]
-  },
-  {
-    icon: "👋", name: "新人引导", key: "onboard",
-    shortcuts: [
-      { cmd: "onboard +welcome",  auth: true,  desc: "添加引导评论",             example: "gitlink-cli onboard +welcome --issues \"3,7,15\"" },
-    ]
-  },
-  {
-    icon: "👥", name: "团队管理", key: "team",
-    shortcuts: [
-      { cmd: "team +list",        auth: false, desc: "团队列表",                 example: "gitlink-cli team +list --org my-org" },
-      { cmd: "team +create",      auth: true,  desc: "创建团队",                 example: "gitlink-cli team +create --org my-org --name dev-team" },
-      { cmd: "team +add-member",  auth: true,  desc: "添加成员",                 example: "gitlink-cli team +add-member --org my-org --team dev-team --user newmember" },
-    ]
-  },
-  {
-    icon: "📊", name: "贡献报告", key: "contrib",
-    shortcuts: [
-      { cmd: "contrib +report",   auth: false, desc: "贡献统计报告",              example: "gitlink-cli contrib +report --owner myuser --repo myrepo" },
-    ]
-  },
+const DATA = [
+  { cat: "仓库管理", icon: "📦", items: [
+    { cmd: "repo +list", desc: "仓库列表", auth: false, ex: "gitlink-cli repo +list --user zhangsan" },
+    { cmd: "repo +info", desc: "仓库详情", auth: false, ex: "gitlink-cli repo +info --owner Gitlink --repo forgeplus" },
+    { cmd: "repo +create", desc: "创建仓库", auth: true, ex: 'gitlink-cli repo +create --name my-project --description "项目描述"' },
+    { cmd: "repo +fork", desc: "Fork 仓库", auth: true, ex: "gitlink-cli repo +fork --owner Gitlink --repo forgeplus" },
+    { cmd: "repo +delete", desc: "删除仓库（不可逆）", auth: true, ex: "gitlink-cli repo +delete --owner myuser --repo old-project" },
+    { cmd: "repo +batch-create", desc: "批量创建仓库", auth: true, ex: "gitlink-cli repo +batch-create --from repos.csv" },
+    { cmd: "repo +batch-update", desc: "批量更新仓库", auth: true, ex: "gitlink-cli repo +batch-update --from updates.csv" },
+    { cmd: "repo +add-member", desc: "添加仓库成员", auth: true, ex: "gitlink-cli repo +add-member --owner myuser --repo myrepo --user newmember --role developer" },
+  ]},
+  { cat: "分支管理", icon: "🌿", items: [
+    { cmd: "branch +list", desc: "分支列表", auth: false, ex: "gitlink-cli branch +list --owner Gitlink --repo forgeplus" },
+    { cmd: "branch +create", desc: "创建分支", auth: true, ex: "gitlink-cli branch +create --name feature/new-feature" },
+    { cmd: "branch +delete", desc: "删除分支（不可逆）", auth: true, ex: "gitlink-cli branch +delete --name feature/old-feature" },
+    { cmd: "branch +protect", desc: "保护分支", auth: true, ex: "gitlink-cli branch +protect --name main" },
+    { cmd: "branch +unprotect", desc: "取消保护", auth: true, ex: "gitlink-cli branch +unprotect --name main" },
+  ]},
+  { cat: "Issue 管理", icon: "🐛", items: [
+    { cmd: "issue +list", desc: "Issue 列表", auth: false, ex: "gitlink-cli issue +list --owner Gitlink --repo forgeplus --state open" },
+    { cmd: "issue +view", desc: "Issue 详情", auth: false, ex: "gitlink-cli issue +view --owner Gitlink --repo forgeplus --number 4" },
+    { cmd: "issue +create", desc: "创建 Issue", auth: true, ex: 'gitlink-cli issue +create --owner myuser --repo myrepo --title "Bug: 登录失败" --body "复现步骤"' },
+    { cmd: "issue +update", desc: "更新 Issue", auth: true, ex: 'gitlink-cli issue +update --number 4 --title "新标题" --body "更新描述"' },
+    { cmd: "issue +close", desc: "关闭 Issue", auth: true, ex: "gitlink-cli issue +close --number 4" },
+    { cmd: "issue +batch-close", desc: "批量关闭 Issue", auth: true, ex: "gitlink-cli issue +batch-close --numbers 123,124 --dry-run" },
+    { cmd: "issue +comment", desc: "添加评论", auth: true, ex: 'gitlink-cli issue +comment --number 4 --body "已修复"' },
+  ]},
+  { cat: "Pull Request", icon: "🔀", items: [
+    { cmd: "pr +list", desc: "PR 列表", auth: false, ex: "gitlink-cli pr +list --owner Gitlink --repo forgeplus --state open" },
+    { cmd: "pr +view", desc: "PR 详情", auth: false, ex: "gitlink-cli pr +view --id 3" },
+    { cmd: "pr +create", desc: "创建 PR", auth: true, ex: 'gitlink-cli pr +create --title "feat: 新功能" --head feature/x --base master' },
+    { cmd: "pr +merge", desc: "合并 PR", auth: true, ex: "gitlink-cli pr +merge --id 3 --method squash" },
+    { cmd: "pr +close", desc: "关闭 PR", auth: true, ex: "gitlink-cli pr +close --id 3" },
+    { cmd: "pr +files", desc: "变更文件列表", auth: false, ex: "gitlink-cli pr +files --id 3" },
+    { cmd: "pr +diff", desc: "查看提交列表", auth: false, ex: "gitlink-cli pr +diff --id 3" },
+    { cmd: "pr +comment", desc: "PR 评论", auth: true, ex: 'gitlink-cli pr +comment --id 3 --body "LGTM"' },
+    { cmd: "pr +review", desc: "代码审查", auth: true, ex: 'gitlink-cli pr +review --id 3 --event COMMENT --body "整体 LGTM"' },
+  ]},
+  { cat: "版本发布", icon: "🚀", items: [
+    { cmd: "release +list", desc: "发布列表", auth: false, ex: "gitlink-cli release +list --owner Gitlink --repo forgeplus" },
+    { cmd: "release +view", desc: "发布详情", auth: false, ex: "gitlink-cli release +view --id <version_id>" },
+    { cmd: "release +create", desc: "创建发布", auth: true, ex: 'gitlink-cli release +create --tag v1.0.0 --name "v1.0.0" --target master' },
+    { cmd: "release +delete", desc: "删除发布（不可逆）", auth: true, ex: "gitlink-cli release +delete --id <version_id>" },
+  ]},
+  { cat: "Wiki 管理", icon: "📖", items: [
+    { cmd: "wiki +list", desc: "Wiki 页面列表", auth: false, ex: "gitlink-cli wiki +list --owner Gitlink --repo forgeplus" },
+    { cmd: "wiki +view", desc: "查看页面内容", auth: false, ex: 'gitlink-cli wiki +view --owner Gitlink --repo forgeplus --title "Home"' },
+    { cmd: "wiki +create", desc: "创建页面", auth: true, ex: 'gitlink-cli wiki +create --owner myuser --repo myrepo --title "API 文档" --file ./api.md' },
+    { cmd: "wiki +update", desc: "更新页面", auth: true, ex: 'gitlink-cli wiki +update --owner myuser --repo myrepo --title "设计文档" --add "新内容"' },
+    { cmd: "wiki +delete", desc: "删除页面", auth: true, ex: 'gitlink-cli wiki +delete --owner myuser --repo myrepo --title "废弃页面"' },
+  ]},
+  { cat: "CI/CD", icon: "⚙️", items: [
+    { cmd: "ci +builds", desc: "构建列表", auth: true, ex: "gitlink-cli ci +builds --owner myuser --repo myrepo" },
+    { cmd: "ci +logs", desc: "构建日志", auth: true, ex: "gitlink-cli ci +logs --build 42 --stage 1 --step 1" },
+    { cmd: "ci +restart", desc: "重启构建", auth: true, ex: "gitlink-cli ci +restart --build 42" },
+    { cmd: "ci +stop", desc: "停止构建", auth: true, ex: "gitlink-cli ci +stop --build 42" },
+  ]},
+  { cat: "Webhook", icon: "🔔", items: [
+    { cmd: "webhook +list", desc: "Webhook 列表", auth: true, ex: "gitlink-cli webhook +list --owner myuser --repo myrepo" },
+    { cmd: "webhook +info", desc: "Webhook 详情", auth: true, ex: "gitlink-cli webhook +info --owner myuser --repo myrepo --id 123" },
+    { cmd: "webhook +events", desc: "支持的事件类型", auth: false, ex: "gitlink-cli webhook +events" },
+    { cmd: "webhook +create", desc: "创建 Webhook", auth: true, ex: "gitlink-cli webhook +create --url https://example.com/hook --events push" },
+    { cmd: "webhook +update", desc: "更新 Webhook", auth: true, ex: "gitlink-cli webhook +update --id 123 --events push,pull_request" },
+    { cmd: "webhook +test", desc: "测试 Webhook", auth: true, ex: "gitlink-cli webhook +test --id 123 --event push" },
+    { cmd: "webhook +delete", desc: "删除 Webhook", auth: true, ex: "gitlink-cli webhook +delete --id 123" },
+  ]},
+  { cat: "组织管理", icon: "🏢", items: [
+    { cmd: "org +list", desc: "组织列表", auth: false, ex: "gitlink-cli org +list" },
+    { cmd: "org +info", desc: "组织详情", auth: false, ex: "gitlink-cli org +info --id Gitlink" },
+    { cmd: "org +members", desc: "成员列表", auth: false, ex: "gitlink-cli org +members --id Gitlink" },
+    { cmd: "org +create", desc: "创建组织", auth: true, ex: 'gitlink-cli org +create --name my-org --description "我的组织"' },
+    { cmd: "org +batch-add", desc: "批量添加成员", auth: true, ex: 'gitlink-cli org +batch-add --id my-org --users "user1,user2"' },
+  ]},
+  { cat: "用户与搜索", icon: "👤", items: [
+    { cmd: "user +me", desc: "当前登录用户", auth: true, ex: "gitlink-cli user +me" },
+    { cmd: "user +info", desc: "用户详情", auth: false, ex: "gitlink-cli user +info --login zhangsan" },
+    { cmd: "search +repos", desc: "搜索仓库", auth: false, ex: 'gitlink-cli search +repos --keyword "machine learning"' },
+    { cmd: "search +users", desc: "搜索用户", auth: false, ex: 'gitlink-cli search +users --keyword "zhangsan"' },
+  ]},
+  { cat: "安全与合规", icon: "🛡️", items: [
+    { cmd: "compliance +scan", desc: "全量扫描", auth: false, ex: "gitlink-cli compliance +scan" },
+    { cmd: "compliance +license", desc: "许可证合规检查", auth: false, ex: "gitlink-cli compliance +license" },
+    { cmd: "compliance +deps", desc: "依赖许可证检查", auth: false, ex: "gitlink-cli compliance +deps" },
+    { cmd: "compliance +secrets", desc: "敏感信息扫描", auth: false, ex: "gitlink-cli compliance +secrets" },
+    { cmd: "compliance +exposure", desc: "PII 与暴露面扫描", auth: false, ex: "gitlink-cli compliance +exposure" },
+    { cmd: "compliance +vocab", desc: "敏感词汇扫描", auth: false, ex: "gitlink-cli compliance +vocab" },
+  ]},
+  { cat: "新人引导", icon: "👋", items: [
+    { cmd: "onboard +welcome", desc: "添加引导评论", auth: true, ex: 'gitlink-cli onboard +welcome --issues "3,7,15"' },
+  ]},
+  { cat: "团队管理", icon: "👥", items: [
+    { cmd: "team +list", desc: "团队列表", auth: false, ex: "gitlink-cli team +list --org my-org" },
+    { cmd: "team +create", desc: "创建团队", auth: true, ex: "gitlink-cli team +create --org my-org --name dev-team" },
+    { cmd: "team +add-member", desc: "添加成员", auth: true, ex: "gitlink-cli team +add-member --org my-org --team dev-team --user newmember" },
+  ]},
+  { cat: "贡献报告", icon: "📊", items: [
+    { cmd: "contrib +report", desc: "贡献统计报告", auth: false, ex: "gitlink-cli contrib +report --owner myuser --repo myrepo" },
+  ]},
 ];
 
-// ── Build UI ──
-const grid = document.getElementById('grid');
-const empty = document.getElementById('empty');
-const search = document.getElementById('search');
+const esc = s => s.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;");
+const grid = document.getElementById("grid");
+const empty = document.getElementById("empty");
 
-function escHtml(s) {
-  return s.replace(/&/g,'&amp;').replace(/</g,'&lt;').replace(/>/g,'&gt;');
-}
+// 全量统计（不随搜索变化）
+const TOTAL  = DATA.reduce((n, c) => n + c.items.length, 0);
+const AUTHN  = DATA.reduce((n, c) => n + c.items.filter(i => i.auth).length, 0);
+const PUBLIC = TOTAL - AUTHN;
+document.getElementById("st-cat").textContent = DATA.length;
+document.getElementById("st-total").textContent = TOTAL;
+document.getElementById("st-auth").textContent = AUTHN;
+document.getElementById("st-public").textContent = PUBLIC;
+document.getElementById("ft-total").textContent = TOTAL;
 
-function buildCard(cat) {
-  const card = document.createElement('div');
-  card.className = 'card visible';
-  card.dataset.key = cat.key;
+function render(filter = "") {
+  const q = filter.trim().toLowerCase();
+  grid.innerHTML = "";
+  let shownCats = 0;
 
-  const header = document.createElement('div');
-  header.className = 'card-header';
-  header.innerHTML =
-    '<span class="card-icon">' + cat.icon + '</span>' +
-    '<span class="card-title">' + cat.name + '</span>' +
-    '<span class="card-count">' + cat.shortcuts.length + '</span>' +
-    '<span class="card-chevron">▼</span>';
-  header.addEventListener('click', function() { card.classList.toggle('open'); });
+  DATA.forEach(c => {
+    const matched = c.items.filter(it =>
+      !q || it.cmd.toLowerCase().includes(q) || it.desc.toLowerCase().includes(q) || c.cat.toLowerCase().includes(q)
+    );
+    if (!matched.length) return;
+    shownCats++;
 
-  const body = document.createElement('div');
-  body.className = 'card-body';
-
-  cat.shortcuts.forEach(function(s) {
-    const row = document.createElement('div');
-    row.className = 'shortcut';
-    row.innerHTML =
-      '<span class="cmd">' + s.cmd + '</span>' +
-      '<span class="badge ' + (s.auth ? 'badge-auth' : 'badge-public') + '">' +
-        (s.auth ? '🔒 需认证' : '🌐 公开') + '</span>' +
-      '<span class="desc">' + s.desc + '</span>' +
-      '<div class="example"><code>' + escHtml(s.example) + '</code></div>';
-    row.addEventListener('click', function(e) {
-      e.stopPropagation();
-      row.classList.toggle('expanded');
-    });
-    body.appendChild(row);
+    const card = document.createElement("div");
+    card.className = "card" + (q ? " open" : ""); // 搜索时自动展开
+    card.innerHTML = `
+      <div class="card-head">
+        <span class="card-icon">${c.icon}</span>
+        <span class="card-title">${c.cat}</span>
+        <span class="count-badge">${matched.length}</span>
+        <svg class="chev" width="16" height="16" viewBox="0 0 16 16" fill="currentColor"><path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.75.75 0 0 1-1.06-1.06L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"/></svg>
+      </div>
+      <div class="card-body">
+        ${matched.map(it => `
+          <div class="row">
+            <div class="row-main">
+              <span class="cmd">${esc(it.cmd)}</span>
+              <span class="tag ${it.auth ? "auth" : "public"}">${it.auth ? "需认证" : "公开"}</span>
+              <span class="desc">${esc(it.desc)}</span>
+            </div>
+            <div class="example"><code>$ ${esc(it.ex)}</code></div>
+          </div>`).join("")}
+      </div>`;
+    grid.appendChild(card);
   });
 
-  card.appendChild(header);
-  card.appendChild(body);
-  return card;
+  empty.style.display = shownCats === 0 ? "block" : "none";
+
+  // 绑定交互
+  grid.querySelectorAll(".card-head").forEach(h =>
+    h.addEventListener("click", () => h.parentElement.classList.toggle("open")));
+  grid.querySelectorAll(".row").forEach(r =>
+    r.addEventListener("click", e => { e.stopPropagation(); r.classList.toggle("expanded"); }));
 }
 
-// Render all cards
-categories.forEach(function(cat) { grid.appendChild(buildCard(cat)); });
+// 搜索（带去抖）
+const input = document.getElementById("search");
+let t;
+input.addEventListener("input", e => { clearTimeout(t); t = setTimeout(() => render(e.target.value), 80); });
 
-// ── Search ──
-search.addEventListener('input', function() {
-  var q = search.value.toLowerCase().trim();
-  var visibleCount = 0;
-
-  document.querySelectorAll('.card').forEach(function(card) {
-    var rows = card.querySelectorAll('.shortcut');
-    var rowVisible = 0;
-
-    rows.forEach(function(row) {
-      var cmd = row.querySelector('.cmd').textContent.toLowerCase();
-      var desc = row.querySelector('.desc').textContent.toLowerCase();
-      var match = !q || cmd.indexOf(q) !== -1 || desc.indexOf(q) !== -1;
-      row.style.display = match ? '' : 'none';
-      if (match) rowVisible++;
-    });
-
-    if (rowVisible > 0) {
-      card.classList.add('visible');
-      card.style.display = '';
-      visibleCount++;
-    } else {
-      card.classList.remove('visible');
-      card.style.display = 'none';
-    }
-  });
-
-  if (visibleCount === 0) { empty.classList.add('show'); }
-  else { empty.classList.remove('show'); }
+// 快捷键
+document.addEventListener("keydown", e => {
+  if (e.key === "/" && document.activeElement !== input) { e.preventDefault(); input.focus(); }
+  if (e.key === "Escape") { input.value = ""; render(""); input.blur(); }
 });
 
-// ── Stats ──
-(function() {
-  var total = 0, auth = 0, pub = 0;
-  categories.forEach(function(c) {
-    c.shortcuts.forEach(function(s) { total++; if (s.auth) auth++; else pub++; });
-  });
-  document.getElementById('statCats').textContent = categories.length;
-  document.getElementById('statCmds').textContent = total;
-  document.getElementById('statAuth').textContent = auth;
-  document.getElementById('statPublic').textContent = pub;
-})();
+render();
 </script>
 </body>
 </html>
diff --git a/workflows/academic/06-research-insights.ps1 b/workflows/academic/06-research-insights.ps1
index 13ab80f4..d7fd011a 100644
--- a/workflows/academic/06-research-insights.ps1
+++ b/workflows/academic/06-research-insights.ps1
@@ -54,8 +54,8 @@ $releaseCount = if ($releasesJson.ok) { @($releasesJson.data).Count } else { 0 }
 
 # 5. CI
 Log-Step "5/6 Collecting CI data..."
-$ciJson = Invoke-GLCheck @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
-$ciBuilds = if ($ciJson.ok) { @($ciJson.data).Count } else { 0 }
+$ciPipelines = Get-CIPipelines $Owner $Repo
+$ciBuilds = $ciPipelines.Count
 
 # 6. Members
 Log-Step "6/6 Fetching contributors..."
@@ -85,12 +85,8 @@ Log-Info "  PR merge rate: ${prMergeRate}% | Releases: $releaseCount | Contribut
 $ciPassRate = 0
 if ($ciBuilds -gt 0) {
     $ciSuccess = 0
-    if ($ciJson.ok) {
-        $ciData = if ($ciJson.data) { $ciJson.data } else { @() }
-        foreach ($b in $ciData) {
-            $status = if ($b.status) { $b.status } else { "" }
-            if ($status -eq "success" -or $status -eq "completed") { $ciSuccess++ }
-        }
+    foreach ($b in $ciPipelines) {
+        if (Test-CISuccess $b) { $ciSuccess++ }
     }
     $ciPassRate = [Math]::Round($ciSuccess / $ciBuilds * 100, 1)
 }
diff --git a/workflows/academic/08-research-compliance.ps1 b/workflows/academic/08-research-compliance.ps1
index 1ffdd808..3edd8c9c 100644
--- a/workflows/academic/08-research-compliance.ps1
+++ b/workflows/academic/08-research-compliance.ps1
@@ -172,14 +172,11 @@ Log-Info "  Build score: $buildScore/3"
 
 # 5. CI
 Log-Step "5/7 CI configuration..."
-$ciResult = Invoke-GLCheck @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "10")
-$ciBuilds = if ($ciResult.ok) { @($ciResult.data).Count } else { 0 }
+$ciPipelines = Get-CIPipelines $Owner $Repo
+$ciBuilds = $ciPipelines.Count
 $ciOk = 0
-if ($ciResult.ok) {
-    foreach ($b in @($ciResult.data)) {
-        $status = if ($b.status) { $b.status } else { "" }
-        if ($status -eq "success" -or $status -eq "completed") { $ciOk++ }
-    }
+foreach ($b in $ciPipelines) {
+    if (Test-CISuccess $b) { $ciOk++ }
 }
 if ($ciBuilds -gt 0 -and $ciOk -ge 1) { $dCI.Score = 1.0; $dCI.Detail = "CI configured & passing ($ciOk/$ciBuilds)" }
 elseif ($ciBuilds -gt 0) { $dCI.Score = 0.5; $dCI.Detail = "CI exists but failing" }
diff --git a/workflows/academic/10-research-progress.ps1 b/workflows/academic/10-research-progress.ps1
index 12341477..f29fa12a 100644
--- a/workflows/academic/10-research-progress.ps1
+++ b/workflows/academic/10-research-progress.ps1
@@ -55,14 +55,11 @@ Log-Info "  Releases: $releaseCount"
 
 # 4. CI
 Log-Step "4/5 Collecting CI data..."
-$ci = Invoke-GLCheck @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
-$ciTotal = if ($ci.ok) { @($ci.data).Count } else { 0 }
+$ciPipelines = Get-CIPipelines $Owner $Repo
+$ciTotal = $ciPipelines.Count
 $ciOk = 0
-if ($ci.ok) {
-    foreach ($b in @($ci.data)) {
-        $status = if ($b.status) { $b.status } else { "" }
-        if ($status -eq "success" -or $status -eq "completed") { $ciOk++ }
-    }
+foreach ($b in $ciPipelines) {
+    if (Test-CISuccess $b) { $ciOk++ }
 }
 Log-Info "  CI: $ciOk/$ciTotal passed"
 
diff --git a/workflows/lib/common.psm1 b/workflows/lib/common.psm1
index 134c7c4f..3d7a7190 100644
--- a/workflows/lib/common.psm1
+++ b/workflows/lib/common.psm1
@@ -90,6 +90,38 @@ function Get-JsonOk {
     return ($Json.ok -eq $true)
 }
 
+# -- CI / 流水线 --
+# Fetch a repo's CI/流水线 pipelines from GitLink.
+# NOTE: the `ci +builds` shortcut targets GET /{owner}/{repo}/builds, which the
+# live server rejects with {"status":-1,"message":"接口数据异常"} (the endpoint
+# does not exist on the current platform). The real CI endpoint is
+# GET /v1/{owner}/{repo}/pipelines. We call it directly via the `api` subcommand.
+# Returns the pipelines array, or @() on any error / no data. Never logs an
+# error, because "CI not configured" or "no access" is a normal, non-fatal case.
+function Get-CIPipelines {
+    param([string]$Owner, [string]$Repo)
+    $raw = Invoke-GL @("api", "GET", "/v1/$Owner/$Repo/pipelines")
+    if (-not $raw) { return @() }
+    try {
+        $obj = $raw | ConvertFrom-Json
+        if ($obj.ok -and $obj.data.pipelines) { return @($obj.data.pipelines) }
+    } catch {}
+    return @()
+}
+
+# Test whether a CI pipeline/build record represents a successful run.
+# Checks the common status field names GitLink may use; tolerant because the
+# pipeline object schema is not always observable.
+function Test-CISuccess {
+    param($Item)
+    $s = if ($Item.status) { "$($Item.status)" }
+          elseif ($Item.event) { "$($Item.event)" }
+          elseif ($Item.state) { "$($Item.state)" }
+          elseif ($Item.build_status) { "$($Item.build_status)" }
+          else { "" }
+    return ($s -eq "success" -or $s -eq "completed" -or $s -eq "passed" -or $s -eq "succeeded")
+}
+
 # -- Owner/Repo Detection --
 function Detect-OwnerRepo {
     $remote = git remote get-url origin 2>$null