From 08037ca60b07fe4e11e2fa11af33e12509eaeac3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8B=97gogo?= <t202690002999689@eduxiji.net>
Date: Tue, 7 Jul 2026 13:08:51 +0800
Subject: [PATCH 1/3] Resolve conflicts: keep local changes on zzx_branch

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 demo/index.html                               |  93 ++++-
 webhook-test.txt                              | Bin 70 -> 0 bytes
 workflows/04-multi-repo-collab.ps1            |   2 +-
 workflows/05-contributor-growth.ps1           |   2 +-
 workflows/academic/06-research-insights.ps1   | 346 ++++++++++++++--
 workflows/academic/08-research-compliance.ps1 | 390 +++++++++++++++---
 workflows/academic/10-research-progress.ps1   | 275 ++++++++++--
 workflows/academic/11-research-citation.ps1   |  65 +--
 8 files changed, 1010 insertions(+), 163 deletions(-)
 delete mode 100644 webhook-test.txt

diff --git a/demo/index.html b/demo/index.html
index c8017cc..b9b6a7b 100644
--- a/demo/index.html
+++ b/demo/index.html
@@ -162,6 +162,24 @@
   .mode-toggle button:hover:not(.active) {
     background:var(--bg-hover); border-color:var(--border-accent);
   }
+  /* ── Agent selector buttons ── */
+  .agent-selector {
+    display:flex; gap:0; margin-top:6px;
+  }
+  .agent-selector button {
+    flex:1; padding:5px 8px; border:1px solid var(--border);
+    background:#fff; color:var(--text-dim); cursor:pointer;
+    font-size:11px; font-weight:500; transition: all .12s;
+  }
+  .agent-selector button:first-child { border-radius:var(--radius-sm) 0 0 var(--radius-sm); }
+  .agent-selector button:last-child  { border-radius:0 var(--radius-sm) var(--radius-sm) 0; }
+  .agent-selector button:hover:not(.active) {
+    background:var(--bg-hover); border-color:var(--border-accent);
+  }
+  .agent-selector button.active { color:#fff; z-index:1; }
+  .agent-selector button.agent-claude.active { background:var(--purple); border-color:var(--purple); }
+  .agent-selector button.agent-codex.active  { background:#0ea5e9; border-color:#0ea5e9; }
+  .agent-selector button.agent-zcode.active  { background:#f59e0b; border-color:#f59e0b; }
   #sidebar .modules {
     padding:4px 0;
   }
@@ -386,11 +404,16 @@
       </div>
     </div>
 
-    <!-- ── Section 2: Claude Code Skills ── -->
+    <!-- ── Section 2: Agent Skills ── -->
     <div class="sidebar-section" id="skills-section">
       <div class="sidebar-header skills-header" onclick="toggleSection('skills-section')">
-        <span class="section-arrow">▶</span> 🤖 Claude Code Skills
+        <span class="section-arrow">▶</span> 🤖 AGENT SKILLS
         <span id="session-badge" style="display:none;font-size:10px;background:var(--purple);color:#fff;padding:1px 6px;border-radius:8px;margin-left:6px;" title="会话进行中">● 会话中</span>
+        <div class="agent-selector" onclick="event.stopPropagation()">
+          <button id="agent-claude" class="agent-claude active" onclick="setAgent('claude')">🤖 Claude Code</button>
+          <button id="agent-codex" class="agent-codex" onclick="setAgent('codex')">📟 Codex</button>
+          <button id="agent-zcode" class="agent-zcode" onclick="setAgent('zcode')">⚡ ZCode</button>
+        </div>
         <div class="mode-toggle" onclick="event.stopPropagation()">
           <button id="skills-mode-direct" class="active" onclick="setSkillsExecMode('direct')">⚡ 直接运行</button>
           <button id="skills-mode-input" onclick="setSkillsExecMode('input')">✎ 编辑模式</button>
@@ -658,6 +681,12 @@ var currentEngine  = 'powershell';  // 'powershell' | 'claude'
 var cliExecMode    = 'direct';      // CLI section mode
 var skillsExecMode = 'direct';      // Skills section mode
 var claudeSessionId = null;         // Claude Code session ID for multi-turn
+var currentAgent = 'claude';           // 'claude' | 'codex' | 'zcode'
+var AGENT_META = {
+  claude: { icon: '🤖', name: 'Claude Code', btnColor: 'var(--purple)' },
+  codex:  { icon: '📟', name: 'Codex',      btnColor: '#0ea5e9' },
+  zcode:  { icon: '⚡',   name: 'ZCode',       btnColor: '#f59e0b' }
+};
 
 // ═══════════════════════════════════════════════
 // Section Toggle (top-level collapse)
@@ -728,11 +757,12 @@ function setSkillsExecMode(mode) {
 function setEngine(engine) {
   currentEngine = engine;
   if (engine === 'claude') {
-    inputPrompt.innerHTML = '🤖&gt;';
+    var meta = AGENT_META[currentAgent];
+    inputPrompt.innerHTML = meta.icon + '&gt;';
     inputPrompt.title = '点击切换为 PowerShell';
     cmdInput.placeholder = '输入 Claude Code 提示词或从左侧 Skills 选择...';
-    btnRun.textContent = '▶ 执行 (Claude)';
-    btnRun.style.background = 'var(--purple)';
+    btnRun.textContent = '▶ 执行 (' + meta.name + ')';
+    btnRun.style.background = meta.btnColor;
   } else {
     inputPrompt.innerHTML = 'PS&gt;';
     inputPrompt.title = '点击切换为 Claude Code';
@@ -746,6 +776,48 @@ function toggleEngine() {
   setEngine(currentEngine === 'powershell' ? 'claude' : 'powershell');
 }
 
+// ═══════════════════════════════════════════════
+// Prompt helper: update input prompt from AGENT_META
+// ═══════════════════════════════════════════════
+function updateInputPrompt() {
+  if (currentEngine === 'claude') {
+    var meta = AGENT_META[currentAgent];
+    inputPrompt.innerHTML = meta.icon + '&gt;';
+  } else {
+    inputPrompt.innerHTML = 'PS&gt;';
+  }
+}
+
+// ═══════════════════════════════════════════════
+// Agent Selector (Skills section)
+// ═══════════════════════════════════════════════
+function setAgent(agent) {
+  if (agent === currentAgent) return;
+
+  currentAgent = agent;
+
+  // Update button active states
+  document.getElementById('agent-claude').className = 'agent-claude' + (agent === 'claude' ? ' active' : '');
+  document.getElementById('agent-codex').className  = 'agent-codex'  + (agent === 'codex' ? ' active' : '');
+  document.getElementById('agent-zcode').className  = 'agent-zcode'  + (agent === 'zcode' ? ' active' : '');
+
+  // Clear terminal output (but keep session)
+  terminal.innerHTML = '';
+
+  // Show switch message
+  var meta = AGENT_META[agent];
+  appendEntry('info', 'agent已切换为 ' + meta.name);
+
+  // Switch engine to Claude mode if not already
+  if (currentEngine !== 'claude') {
+    setEngine('claude');
+  } else {
+    updateInputPrompt();
+  }
+
+  scrollToBottom();
+}
+
 // ═══════════════════════════════════════════════
 // Module Toggle
 // ═══════════════════════════════════════════════
@@ -832,8 +904,9 @@ function executeDirectClaude(prompt) {
   btnCancel.classList.add('visible');
   cmdInput.value = '';
 
+    var meta = AGENT_META[currentAgent];
   appendEntry('cmd-line',
-    '<span class="prompt">⚡ 🤖</span> <span class="cmd-text">' + escHtml(prompt) + '</span>');
+    '<span class="prompt">⚡ ' + meta.icon + '</span> <span class="cmd-text">' + escHtml(prompt) + '</span>');
 
   sendClaudeRequest(prompt);
 }
@@ -852,7 +925,8 @@ function executeCommand() {
   btnRun.classList.add('running');
   btnCancel.classList.add('visible');
 
-  var promptHtml = isClaude ? '🤖&gt;' : 'PS&gt;';
+  var meta = AGENT_META[currentAgent];
+  var promptHtml = isClaude ? meta.icon + '&gt;' : 'PS&gt;';
   appendEntry('cmd-line',
     '<span class="prompt">' + promptHtml + '</span> <span class="cmd-text">' + escHtml(command) + '</span>');
 
@@ -1112,8 +1186,9 @@ function resetExecState() {
   cmdInput.focus();
   // Restore button text based on current engine
   if (currentEngine === 'claude') {
-    btnRun.textContent = '▶ 执行 (Claude)';
-    btnRun.style.background = 'var(--purple)';
+    var meta = AGENT_META[currentAgent];
+    btnRun.textContent = '▶ 执行 (' + meta.name + ')';
+    btnRun.style.background = meta.btnColor;
   } else {
     btnRun.textContent = '▶ 执行';
     btnRun.style.background = '';
diff --git a/webhook-test.txt b/webhook-test.txt
deleted file mode 100644
index dadb388a55d472fd4d7b28f89476b587cf04156e..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 70
zcmezWubd&3A&DV_As+~{859^wfc#=0slZ^sV8);iBu#*%5s)?l@)Z~i8B7_hfTTH)
NG-0q{;AP-q008?P3d8^a

diff --git a/workflows/04-multi-repo-collab.ps1 b/workflows/04-multi-repo-collab.ps1
index 983a057..76ba43a 100644
--- a/workflows/04-multi-repo-collab.ps1
+++ b/workflows/04-multi-repo-collab.ps1
@@ -23,7 +23,7 @@ param(
 )
 
 $ErrorActionPreference = "Stop"
-Import-Module "$PSScriptRoot/lib/common.psm1" -Force
+Import-Module "$PSScriptRoot/lib/common.psm1" -Force -WarningAction SilentlyContinue
 
 if ($Help) {
     Write-Host "Usage: powershell 04-multi-repo-collab.ps1 -Org ORG [-Repos 'repo1,repo2'] [-Release TAG] [-Output FILE] [-DryRun]"
diff --git a/workflows/05-contributor-growth.ps1 b/workflows/05-contributor-growth.ps1
index 30e02f8..d4979e4 100644
--- a/workflows/05-contributor-growth.ps1
+++ b/workflows/05-contributor-growth.ps1
@@ -28,7 +28,7 @@ param(
 )
 
 $ErrorActionPreference = "Stop"
-Import-Module "$PSScriptRoot/lib/common.psm1" -Force
+Import-Module "$PSScriptRoot/lib/common.psm1" -Force -WarningAction SilentlyContinue
 
 if ($Help) {
     Write-Host "Usage: powershell 05-contributor-growth.ps1 -Owner OWNER -Repo REPO [-Sample N] [-Award] [-DryRun]"
diff --git a/workflows/academic/06-research-insights.ps1 b/workflows/academic/06-research-insights.ps1
index 07ece16..cdbbea1 100644
--- a/workflows/academic/06-research-insights.ps1
+++ b/workflows/academic/06-research-insights.ps1
@@ -1,11 +1,11 @@
-# GitLink 科研辅助 — 场景 1：仓库级科研项目洞察 (PowerShell)
+# GitLink Research - Scenario 1: Repository Project Insight (PowerShell)
 param(
     [string]$Owner, [string]$Repo, [string]$Output = "",
     [switch]$NoWiki, [switch]$DryRun
 )
 
 $ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
-Import-Module "$ScriptDir\lib\common.psm1" -Force
+Import-Module "$ScriptDir\..\lib\common.psm1" -Force -WarningAction SilentlyContinue
 
 $ErrorActionPreference = "Continue"
 Check-Auth
@@ -16,47 +16,49 @@ $OutputDir = Join-Path $ScriptDir "..\output"
 if (-not (Test-Path $OutputDir)) { New-Item -ItemType Directory -Path $OutputDir -Force | Out-Null }
 $OutputFile = if ($Output) { $Output } else { Join-Path $OutputDir "research-insights-${Repo}-${Today}.html" }
 
-Log-Title "GitLink 科研辅助 — 仓库级项目洞察"
+Log-Title "GitLink Research - Repository Project Insight"
 
 # 1. Repo metadata
-Log-Step "1/6 获取仓库元数据..."
+Log-Step "1/6 Fetching repo metadata..."
 $repoJson = Invoke-GLCheck @("repo", "+info", "--owner", $Owner, "--repo", $Repo)
-$repoName = $repoJson.data.name ?? $repoJson.data.full_name ?? $Repo
-$repoDesc = $repoJson.data.description ?? "No description"
-$repoLang = $repoJson.data.language ?? "Unknown"
-$stars = [int]($repoJson.data.stars_count ?? $repoJson.data.stars ?? 0)
-$forks = [int]($repoJson.data.forks_count ?? $repoJson.data.forks ?? 0)
-$openIssues = [int]($repoJson.data.open_issues_count ?? 0)
-$updatedAt = $repoJson.data.updated_at ?? ""
+$repoName = if ($repoJson.data.name) { $repoJson.data.name } elseif ($repoJson.data.full_name) { $repoJson.data.full_name } else { $Repo }
+$repoDesc = if ($repoJson.data.description) { $repoJson.data.description } else { "No description" }
+$repoLang = if ($repoJson.data.language) { $repoJson.data.language } else { "Unknown" }
+$stars = if ($repoJson.data.stars_count) { [int]$repoJson.data.stars_count } elseif ($repoJson.data.stars) { [int]$repoJson.data.stars } else { 0 }
+$forks = if ($repoJson.data.forks_count) { [int]$repoJson.data.forks_count } elseif ($repoJson.data.forks) { [int]$repoJson.data.forks } else { 0 }
+$openIssues = if ($repoJson.data.open_issues_count) { [int]$repoJson.data.open_issues_count } else { 0 }
+$updatedAt = if ($repoJson.data.updated_at) { $repoJson.data.updated_at } else { "" }
 
-Log-Info "  名称: $repoName | 语言: $repoLang | Stars: $stars"
+Log-Info "  Name: $repoName | Lang: $repoLang | Stars: $stars"
 
 # 2. Issues
-Log-Step "2/6 收集 Issue 数据..."
+Log-Step "2/6 Collecting Issue data..."
 $openIssuesJson = Invoke-GL @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "100")
 $closedIssuesJson = Invoke-GL @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "closed", "--limit", "100")
-$totalOpen = if ($openIssuesJson.ok) { @($openIssuesJson.data.issues ?? $openIssuesJson.data).Count } else { 0 }
-$totalClosed = if ($closedIssuesJson.ok) { @($closedIssuesJson.data.issues ?? $closedIssuesJson.data).Count } else { 0 }
+$totalOpen = if ($openIssuesJson.ok) { $d = if ($openIssuesJson.data.issues) { $openIssuesJson.data.issues } else { $openIssuesJson.data }; @($d).Count } else { 0 }
+$totalClosed = if ($closedIssuesJson.ok) { $d = if ($closedIssuesJson.data.issues) { $closedIssuesJson.data.issues } else { $closedIssuesJson.data }; @($d).Count } else { 0 }
 
 # 3. PRs
-Log-Step "3/6 收集 PR 数据..."
+Log-Step "3/6 Collecting PR data..."
 $mergedPrsJson = Invoke-GL @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "merged", "--limit", "100")
 $openPrsJson = Invoke-GL @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "50")
-$totalMerged = if ($mergedPrsJson.ok) { @($mergedPrsJson.data.issues ?? $mergedPrsJson.data.pulls ?? $mergedPrsJson.data).Count } else { 0 }
-$totalOpenPrs = if ($openPrsJson.ok) { @($openPrsJson.data.issues ?? $openPrsJson.data.pulls ?? $openPrsJson.data).Count } else { 0 }
+$md = if ($mergedPrsJson.data.issues) { $mergedPrsJson.data.issues } elseif ($mergedPrsJson.data.pulls) { $mergedPrsJson.data.pulls } else { $mergedPrsJson.data }
+$totalMerged = if ($mergedPrsJson.ok) { @($md).Count } else { 0 }
+$od = if ($openPrsJson.data.issues) { $openPrsJson.data.issues } elseif ($openPrsJson.data.pulls) { $openPrsJson.data.pulls } else { $openPrsJson.data }
+$totalOpenPrs = if ($openPrsJson.ok) { @($od).Count } else { 0 }
 
 # 4. Releases
-Log-Step "4/6 收集 Release 数据..."
+Log-Step "4/6 Collecting Release data..."
 $releasesJson = Invoke-GL @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $releaseCount = if ($releasesJson.ok) { @($releasesJson.data).Count } else { 0 }
 
 # 5. CI
-Log-Step "5/6 收集 CI 数据..."
+Log-Step "5/6 Collecting CI data..."
 $ciJson = Invoke-GL @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $ciBuilds = if ($ciJson.ok) { @($ciJson.data).Count } else { 0 }
 
 # 6. Members
-Log-Step "6/6 获取贡献者..."
+Log-Step "6/6 Fetching contributors..."
 $membersJson = Invoke-GL @("repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "50")
 $memberCount = if ($membersJson.ok) {
     $d = if ($membersJson.data.members) { $membersJson.data.members } else { $membersJson.data }
@@ -75,18 +77,298 @@ $hotness = [Math]::Round($starsNorm * 0.15 + $forksNorm * 0.10 + $issuesScore *
 
 $prMergeRate = if (($totalMerged + $totalOpenPrs) -gt 0) { [Math]::Round($totalMerged / ($totalMerged + $totalOpenPrs) * 100, 1) } else { 0 }
 
-Log-Ok "热度评分: ${hotness}/100"
-Log-Info "  Issues: $totalOpen 开放 / $totalClosed 关闭"
-Log-Info "  PR 合并率: ${prMergeRate}% | Releases: $releaseCount | 贡献者: $memberCount"
+Log-Ok "Hotness score: ${hotness}/100"
+Log-Info "  Issues: $totalOpen open / $totalClosed closed"
+Log-Info "  PR merge rate: ${prMergeRate}% | Releases: $releaseCount | Contributors: $memberCount"
+
+# Additional data for HTML report
+$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++ }
+        }
+    }
+    $ciPassRate = [Math]::Round($ciSuccess / $ciBuilds * 100, 1)
+}
+
+$daysSinceUpdate = 365
+if ($updatedAt -and $updatedAt.Length -ge 10) {
+    try { $daysSinceUpdate = ((Get-Date) - [DateTime]$updatedAt.Substring(0, 10)).Days } catch { $daysSinceUpdate = 365 }
+}
+$recencyFactor = if ($daysSinceUpdate -le 30) { 100 } elseif ($daysSinceUpdate -le 90) { 50 } else { 10 }
+
+$hotnessLabel = if ($hotness -ge 50) { "Hot" } elseif ($hotness -ge 30) { "Warm" } else { "Cool" }
+
+$starsNorm = [Math]::Round([Math]::Min($stars / 1000.0, 1.0) * 100, 1)
+$forksNorm = [Math]::Round([Math]::Min($forks / 200.0, 1.0) * 100, 1)
+$issuesActive = [Math]::Round([Math]::Min($totalOpen / 50.0, 1.0) * 100, 1)
+$prsActive = [Math]::Round([Math]::Min(($totalMerged + $totalOpenPrs) / 30.0, 1.0) * 100, 1)
+$releasesActive = [Math]::Round([Math]::Min($releaseCount / 10.0, 1.0) * 100, 1)
+
+$createdAt = if ($repoJson.data.created_at) { $repoJson.data.created_at } else { "" }
+$createdAtDisplay = if ($createdAt.Length -ge 10) { $createdAt.Substring(0, 10) } else { "Unknown" }
+$updatedAtDisplay = if ($updatedAt.Length -ge 10) { $updatedAt.Substring(0, 10) } else { "Unknown" }
+
+# Detect tech stack
+Log-Step "Detecting tech stack..."
+$techStack = $repoLang
+$researchFeatures = ""
+$hasCitationCff = $false
+$subJson = try { Invoke-GL @("api", "GET", "/v1/$Owner/$Repo/sub_entries?ref=master") } catch { $null }
+if ($subJson -and $subJson.ok -and ($subJson.data -is [array])) {
+    $names = @($subJson.data | ForEach-Object { if ($_.name) { $_.name } else { "" } })
+    $ecosystem = @()
+    if ($names -contains "go.mod") { $ecosystem += "Go" }
+    if ($names -contains "package.json") { $ecosystem += "Node.js" }
+    if ($names | Where-Object { $_ -match "requirements\.txt|pyproject\.toml|setup\.py|setup\.cfg|Pipfile" }) { $ecosystem += "Python" }
+    if ($names -contains "Cargo.toml") { $ecosystem += "Rust" }
+    if ($names -contains "CMakeLists.txt") { $ecosystem += "C/C++" }
+    if ($names | Where-Object { $_ -match "pom\.xml|build\.gradle" }) { $ecosystem += "Java/Kotlin" }
+    if ($names -contains "CITATION.cff") { $hasCitationCff = $true; $ecosystem += "+CITATION.cff" }
+    if ($ecosystem.Count -gt 0) { $techStack = ($ecosystem -join " ") }
+    if ($names | Where-Object { $_ -match "Dockerfile|docker-compose" }) { $researchFeatures += " Docker" }
+    if ($names | Where-Object { $_ -match "^data/|^datasets/" }) { $researchFeatures += " dataset" }
+    if ($names | Where-Object { $_ -match "\.ipynb$" }) { $researchFeatures += " Jupyter" }
+    if ($names | Where-Object { $_ -match "^scripts/|^experiments/" }) { $researchFeatures += " experiment-scripts" }
+}
+Log-Info "  Tech stack: $techStack"
+
+# Readme analysis
+Log-Step "Reading README for project positioning..."
+$readmeText = ""
+try {
+    $readmeResult = Invoke-GL @("api", "GET", "raw/$Owner/$Repo/master/README.md")
+    if ($readmeResult.ok) { $readmeText = if ($readmeResult.data) { $readmeResult.data } else { "" } }
+} catch { $readmeText = "" }
+
+$projectTopics = ""
+$topicKeywords = @("machine learning","deep learning","neural network","NLP","computer vision",
+    "reinforcement learning","GAN","transformer","LLM","RAG","agent","bioinformatics","genomics",
+    "drug discovery","robotics","autonomous","simulation","optimization","benchmark","dataset",
+    "pre-trained","fine-tuning","distributed","federated","graph neural","knowledge graph",
+    "recommender","anomaly detection","scientific computing","HPC","quantum","climate","physics",
+    "chemistry")
+foreach ($kw in $topicKeywords) {
+    if ($repoDesc -match [regex]::Escape($kw) -or $readmeText -match [regex]::Escape($kw)) {
+        if ($projectTopics) { $projectTopics += ", " }
+        $projectTopics += $kw
+    }
+}
+
+$doiFound = ""
+if ($repoDesc -match '10\.\d{4,}/[\w.\-/]+') { $doiFound = $Matches[0] }
+elseif ($readmeText -match '10\.\d{4,}/[\w.\-/]+') { $doiFound = $Matches[0] }
+
+# ===== Generate HTML Report =====
+Log-Step "Generating HTML report..."
+$hotnessClass = $hotnessLabel.ToLower()
+
+# Build tech stack tags
+$techStackTags = ""
+foreach ($t in ($techStack -split '\s+')) {
+    if ($t) { $techStackTags += "<span class=`"tag lang`">$t</span> " }
+}
+
+# Build research features tags
+$researchTags = ""
+foreach ($f in ($researchFeatures -split '\s+' | Where-Object { $_ })) {
+    $researchTags += "<span class=`"tag research`">$f</span> "
+}
+if (-not $researchTags) { $researchTags = "<span class=`"tag lang`">None detected</span>" }
+
+# Build topic tags
+$topicTags = ""
+foreach ($t in ($projectTopics -split ', ' | Where-Object { $_ })) {
+    $topicTags += "<span class=`"tag lang`">$t</span> "
+}
+if (-not $topicTags) { $topicTags = "<span>None detected</span>" }
+
+$issueStatus = if ($totalOpen -gt 20) { "<span class=`"tag warn`">Needs attention</span>" } else { "<span class=`"tag research`">Normal</span>" }
+$prStatus = if ($prMergeRate -gt 70) { "<span class=`"tag research`">Healthy</span>" } else { "<span class=`"tag warn`">Needs improvement</span>" }
+$releaseStatus = if ($releaseCount -gt 0) { "<span class=`"tag research`">Released</span>" } else { "<span class=`"tag warn`">No release</span>" }
+$ciStatus = if ($ciPassRate -gt 80) { "<span class=`"tag research`">Stable</span>" } else { "<span class=`"tag warn`">Unstable</span>" }
+$memberStatus = if ($memberCount -gt 3) { "<span class=`"tag research`">Active community</span>" } else { "<span class=`"tag warn`">Solo project</span>" }
+$activityStatus = if ($daysSinceUpdate -le 30) { "<span class=`"tag research`">Active</span>" } else { "<span class=`"tag warn`">Inactive</span>" }
+
+$doiRow = ""
+if ($doiFound) { $doiRow = "<tr><th>DOI</th><td><a href=`"https://doi.org/$doiFound`">$doiFound</a></td></tr>" }
+
+$htmlContent = @"
+<!DOCTYPE html>
+<html lang="zh-CN">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>$Owner/$Repo &mdash; Research Project Insight Report</title>
+<script src="https://cdn.jsdelivr.net/npm/echarts@5.4.3/dist/echarts.min.js"></script>
+<style>
+* { margin: 0; padding: 0; box-sizing: border-box; }
+body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; background: #f5f7fa; color: #333; }
+.header { background: linear-gradient(135deg, #1a237e 0%, #283593 50%, #3949ab 100%); color: #fff; padding: 40px 30px; }
+.header h1 { font-size: 28px; margin-bottom: 8px; }
+.header .subtitle { opacity: 0.85; font-size: 14px; }
+.container { max-width: 1200px; margin: 0 auto; padding: 20px; }
+.cards { display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 16px; margin-bottom: 24px; }
+.card { background: #fff; border-radius: 12px; padding: 20px; box-shadow: 0 2px 8px rgba(0,0,0,.08); }
+.card .label { font-size: 12px; color: #888; text-transform: uppercase; margin-bottom: 6px; }
+.card .value { font-size: 28px; font-weight: 700; }
+.card .value.hot { color: #e53935; }
+.card .value.warm { color: #f57c00; }
+.card .value.cool { color: #1565c0; }
+.row { display: grid; grid-template-columns: 1fr 1fr; gap: 20px; margin-bottom: 24px; }
+.panel { background: #fff; border-radius: 12px; padding: 24px; box-shadow: 0 2px 8px rgba(0,0,0,.08); }
+.panel h2 { font-size: 18px; margin-bottom: 16px; color: #1a237e; border-bottom: 2px solid #3949ab; padding-bottom: 8px; }
+.chart { width: 100%; height: 350px; }
+table { width: 100%; border-collapse: collapse; }
+th, td { padding: 10px 14px; text-align: left; border-bottom: 1px solid #eee; font-size: 14px; }
+th { background: #f5f7fa; color: #555; font-weight: 600; }
+.tag { display: inline-block; padding: 2px 10px; border-radius: 12px; font-size: 12px; margin: 2px; }
+.tag.lang { background: #e3f2fd; color: #1565c0; }
+.tag.research { background: #e8f5e9; color: #2e7d32; }
+.tag.warn { background: #fff3e0; color: #e65100; }
+.footer { text-align: center; padding: 24px; color: #999; font-size: 12px; }
+@media (max-width: 768px) { .row { grid-template-columns: 1fr; } }
+</style>
+</head>
+<body>
+<div class="header">
+  <h1>$Owner/$Repo</h1>
+  <div class="subtitle">Research Project Insight Report &mdash; $Today</div>
+</div>
+<div class="container">
+
+<div class="cards">
+  <div class="card">
+    <div class="label">Hotness Score</div>
+    <div class="value $hotnessClass">$hotness</div>
+    <div class="label">$hotnessLabel</div>
+  </div>
+  <div class="card">
+    <div class="label">Stars</div>
+    <div class="value">$stars</div>
+  </div>
+  <div class="card">
+    <div class="label">Forks</div>
+    <div class="value">$forks</div>
+  </div>
+  <div class="card">
+    <div class="label">Contributors</div>
+    <div class="value">$memberCount</div>
+  </div>
+  <div class="card">
+    <div class="label">Open Issues</div>
+    <div class="value">$totalOpen</div>
+  </div>
+  <div class="card">
+    <div class="label">PR Merge Rate</div>
+    <div class="value">${prMergeRate}%</div>
+  </div>
+</div>
+
+<div class="row">
+  <div class="panel">
+    <h2>Project Overview</h2>
+    <table>
+      <tr><th>Name</th><td>$repoName</td></tr>
+      <tr><th>Description</th><td>$repoDesc</td></tr>
+      <tr><th>Language</th><td><span class="tag lang">$repoLang</span></td></tr>
+      <tr><th>Tech Stack</th><td>$techStackTags</td></tr>
+      <tr><th>Created</th><td>$createdAtDisplay</td></tr>
+      <tr><th>Updated</th><td>$updatedAtDisplay ($daysSinceUpdate days ago)</td></tr>
+      <tr><th>Research Features</th><td>$researchTags</td></tr>
+      $doiRow
+      <tr><th>Topics</th><td>$topicTags</td></tr>
+    </table>
+  </div>
+
+  <div class="panel">
+    <h2>Activity Overview</h2>
+    <div id="activityChart" class="chart"></div>
+  </div>
+</div>
+
+<div class="row">
+  <div class="panel">
+    <h2>Health Indicators</h2>
+    <table>
+      <tr><th>Indicator</th><th>Value</th><th>Status</th></tr>
+      <tr><td>Total Issues</td><td>$totalOpen open / $totalClosed closed</td><td>$issueStatus</td></tr>
+      <tr><td>PR Merge Rate</td><td>${prMergeRate}%</td><td>$prStatus</td></tr>
+      <tr><td>Releases</td><td>$releaseCount</td><td>$releaseStatus</td></tr>
+      <tr><td>CI Pass Rate</td><td>${ciPassRate}% ($ciBuilds builds)</td><td>$ciStatus</td></tr>
+      <tr><td>Contributors</td><td>$memberCount people</td><td>$memberStatus</td></tr>
+      <tr><td>Activity</td><td>$daysSinceUpdate days since update</td><td>$activityStatus</td></tr>
+    </table>
+  </div>
+
+  <div class="panel">
+    <h2>Hotness Composition</h2>
+    <div id="hotnessChart" class="chart"></div>
+  </div>
+</div>
+
+</div>
+<div class="footer">Generated by GitLink Research Assistant &mdash; $Today</div>
+
+<script>
+var hotnessChart = echarts.init(document.getElementById('hotnessChart'));
+hotnessChart.setOption({
+  tooltip: { trigger: 'item' },
+  legend: { bottom: 0 },
+  series: [{
+    type: 'pie',
+    radius: ['45%', '75%'],
+    label: { formatter: '{b}\n{d}%' },
+    data: [
+      { name: 'Stars', value: $starsNorm, itemStyle: { color: '#5470c6' } },
+      { name: 'Forks', value: $forksNorm, itemStyle: { color: '#91cc75' } },
+      { name: 'Issues', value: $issuesActive, itemStyle: { color: '#fac858' } },
+      { name: 'PRs', value: $prsActive, itemStyle: { color: '#ee6666' } },
+      { name: 'Releases', value: $releasesActive, itemStyle: { color: '#73c0de' } },
+      { name: 'Recency', value: $recencyFactor, itemStyle: { color: '#fc8452' } }
+    ]
+  }]
+});
+
+var activityChart = echarts.init(document.getElementById('activityChart'));
+activityChart.setOption({
+  tooltip: { trigger: 'axis' },
+  xAxis: { type: 'category', data: ['Issues', 'PRs', 'Releases', 'CI Builds'] },
+  yAxis: { type: 'value' },
+  series: [
+    { name: 'Open/In Progress', type: 'bar', data: [$totalOpen, $totalOpenPrs, 0, 0], itemStyle: { color: '#fac858' } },
+    { name: 'Completed', type: 'bar', data: [$totalClosed, $totalMerged, $releaseCount, $ciBuilds], itemStyle: { color: '#91cc75' } }
+  ]
+});
+</script>
+</body>
+</html>
+"@
+
+if (-not $DryRun) {
+    $htmlContent | Out-File -FilePath $OutputFile -Encoding UTF8
+    Log-Ok "HTML report generated: $OutputFile"
+} else {
+    Log-Warn "[DRY RUN] Would generate: $OutputFile"
+}
 
 # Summary output
 Divider
-Write-Host "====== 报告摘要 ======" -ForegroundColor White
-Write-Host "  仓库:       $Owner/$Repo"
-Write-Host "  语言:       $repoLang"
-Write-Host "  热度评分:   $hotness/100"
-Write-Host "  Issues:     $totalOpen 开放 / $totalClosed 关闭"
-Write-Host "  PR 合并率:  ${prMergeRate}%"
-Write-Host "  贡献者:     $memberCount 人"
+Write-Host "====== Analysis Summary ======" -ForegroundColor White
+Write-Host "  Repo:       $Owner/$Repo"
+Write-Host "  Language:   $repoLang"
+Write-Host "  Tech Stack: $techStack"
+Write-Host "  Hotness:    $hotness/100 ($hotnessLabel)"
+Write-Host "  Issues:     $totalOpen open / $totalClosed closed"
+Write-Host "  PR merge:   ${prMergeRate}%"
+Write-Host "  CI pass:    ${ciPassRate}%"
+Write-Host "  Members:    $memberCount"
+Write-Host "  Features:   $researchFeatures"
+if ($doiFound) { Write-Host "  DOI:        $doiFound" }
+Write-Host "  Report:     $OutputFile"
 Divider
-Log-Ok "分析完成"
+Log-Ok "Analysis complete"
diff --git a/workflows/academic/08-research-compliance.ps1 b/workflows/academic/08-research-compliance.ps1
index 5545d9f..bf7c312 100644
--- a/workflows/academic/08-research-compliance.ps1
+++ b/workflows/academic/08-research-compliance.ps1
@@ -1,11 +1,11 @@
-# GitLink 科研辅助 — 场景 3：合规与复现性检查 (PowerShell)
+# GitLink Research - Scenario 3: Compliance & Reproducibility Check (PowerShell)
 param(
     [string]$Owner, [string]$Repo, [string]$LocalPath = ".",
     [string]$Output = "", [switch]$NoWiki, [switch]$DryRun
 )
 
 $ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
-Import-Module "$ScriptDir\lib\common.psm1" -Force
+Import-Module "$ScriptDir\..\lib\common.psm1" -Force -WarningAction SilentlyContinue
 
 $ErrorActionPreference = "Continue"
 Check-Auth
@@ -14,8 +14,16 @@ $Owner = $resolved.Owner; $Repo = $resolved.Repo
 $Today = Get-Date -Format "yyyy-MM-dd"
 $OutputDir = Join-Path $ScriptDir "..\output"
 if (-not (Test-Path $OutputDir)) { New-Item -ItemType Directory -Path $OutputDir -Force | Out-Null }
+$OutputFile = if ($Output) { $Output } else { Join-Path $OutputDir "reproducibility-${Repo}-${Today}.html" }
 
-Log-Title "GitLink 科研辅助 — 合规与复现性检查"
+Log-Title "GitLink Research - Compliance & Reproducibility"
+
+# Get repo metadata for description and DOI detection
+Log-Step "Fetching repo metadata..."
+$repoJson = Invoke-GLCheck @("repo", "+info", "--owner", $Owner, "--repo", $Repo)
+$repoDesc = if ($repoJson.data.description) { $repoJson.data.description } else { "" }
+$doiFound = ""
+if ($repoDesc -match '10\.\d{4,}/[\w.\-/]+') { $doiFound = $Matches[0] }
 
 # Scoring: 0, 0.5, 1.0 per dimension
 $dLicense = @{Score=0; Detail=""}; $dNoSecret = @{Score=0; Detail=""}
@@ -23,91 +31,185 @@ $dReadme = @{Score=0; Detail=""}; $dDeps = @{Score=0; Detail=""}
 $dBuild = @{Score=0; Detail=""}; $dCI = @{Score=0; Detail=""}
 $dTest = @{Score=0; Detail=""}; $dData = @{Score=0; Detail=""}
 
+# -- Helper: ensure local clone of target repo for compliance scan --
+function Ensure-LocalClone {
+    param([string]$Owner, [string]$Repo, [string]$LocalPath)
+
+    $result = @{ ScanPath = $null; NeedCleanup = $false }
+
+    # Check if current directory is already a clone of the target repo
+    if (Test-Path (Join-Path $LocalPath ".git")) {
+        Push-Location $LocalPath
+        try {
+            $remoteUrl = git remote get-url origin 2>$null
+            if ($remoteUrl -and ($remoteUrl -match [regex]::Escape("$Owner/$Repo"))) {
+                Pop-Location
+                Log-Info "Local path is already a clone of $Owner/$Repo"
+                $result.ScanPath = $LocalPath
+                return $result
+            }
+        } catch { }
+        Pop-Location
+    }
+
+    # Clone target repo to temp directory for compliance scan
+    $suffix = [System.Guid]::NewGuid().ToString().Substring(0, 8)
+    $tempDir = Join-Path ([System.IO.Path]::GetTempPath()) "gl-compliance-${Repo}-${suffix}"
+    Log-Info "Cloning $Owner/$Repo to temp directory for compliance scan..."
+
+    $cloneUrl = if ($env:GITLINK_TOKEN) {
+        "https://oauth2:$env:GITLINK_TOKEN@gitlink.org.cn/$Owner/$Repo.git"
+    } else {
+        "https://gitlink.org.cn/$Owner/$Repo.git"
+    }
+
+    $cloneOutput = git clone --depth 1 $cloneUrl $tempDir 2>&1
+    if ($LASTEXITCODE -ne 0) {
+        Log-Warn "HTTPS clone failed, trying SSH..."
+        $sshUrl = "git@gitlink.org.cn:$Owner/$Repo.git"
+        $cloneOutput = git clone --depth 1 $sshUrl $tempDir 2>&1
+        if ($LASTEXITCODE -ne 0) {
+            Log-Warn "Clone failed for both HTTPS and SSH. Skipping compliance scan."
+            Log-Warn "Reason: $($cloneOutput -join '; ')"
+            return $result
+        }
+    }
+
+    Log-Ok "Cloned successfully to $tempDir"
+    $result.ScanPath = $tempDir
+    $result.NeedCleanup = $true
+    return $result
+}
+
 # 1. Compliance scan
-Log-Step "1/7 合规扫描..."
-if (Test-Path (Join-Path $LocalPath ".git")) {
-    Push-Location $LocalPath
+Log-Step "1/7 Compliance scan..."
+$cloneInfo = Ensure-LocalClone -Owner $Owner -Repo $Repo -LocalPath $LocalPath
+if ($cloneInfo.ScanPath -and (Test-Path (Join-Path $cloneInfo.ScanPath ".git"))) {
+    Push-Location $cloneInfo.ScanPath
     $compResult = Invoke-GL @("compliance", "+scan")
     Pop-Location
-    if ($compResult.ok) {
-        $licenseOk = $compResult.data.license.status ?? ""
-        if ($licenseOk -match "ok|clean|found") { $dLicense.Score = 1.0; $dLicense.Detail = "检测到合规许可证" }
-        elseif ($licenseOk -eq "warning") { $dLicense.Score = 0.5; $dLicense.Detail = "有许可证但非标准" }
-        else { $dLicense.Score = 0; $dLicense.Detail = "未检测到 LICENSE" }
-
-        $secCount = @($compResult.data.secrets.findings ?? @()).Count
-        $piiCount = @($compResult.data.exposure.findings ?? @()).Count
-        if ($secCount -eq 0 -and $piiCount -eq 0) { $dNoSecret.Score = 1.0; $dNoSecret.Detail = "未发现密钥/PII" }
-        elseif ($secCount + $piiCount -le 3) { $dNoSecret.Score = 0.5; $dNoSecret.Detail = "发现少量可疑项" }
-        else { $dNoSecret.Score = 0; $dNoSecret.Detail = "发现多处密钥/PII泄露" }
+    if ($cloneInfo.NeedCleanup) {
+        # Git objects are read-only on Windows; strip attributes first
+        Get-ChildItem -Path $cloneInfo.ScanPath -Recurse -Force -ErrorAction SilentlyContinue |
+            ForEach-Object { $_.Attributes = 'Normal' }
+        Remove-Item -Recurse -Force $cloneInfo.ScanPath -ErrorAction SilentlyContinue
+        if (Test-Path $cloneInfo.ScanPath) {
+            # Fallback: let cmd handle stubborn files
+            cmd /c "rd /s /q `"$($cloneInfo.ScanPath)`"" 2>$null
+        }
+        if (-not (Test-Path $cloneInfo.ScanPath)) {
+            Log-Info "Cleaned up temp clone."
+        } else {
+            Log-Warn "Could not fully remove temp clone: $($cloneInfo.ScanPath)"
+        }
     }
-} else { Log-Warn "本地仓库路径无 .git，跳过合规扫描" }
+    if ($compResult.ok) {
+        $licenseOk = if ($null -ne $compResult.data.license.status) { $compResult.data.license.status } else { "" }
+        if ($licenseOk -match "ok|clean|found") { $dLicense.Score = 1.0; $dLicense.Detail = "Licensed (OK)" }
+        elseif ($licenseOk -eq "warning") { $dLicense.Score = 0.5; $dLicense.Detail = "License non-standard" }
+        else { $dLicense.Score = 0; $dLicense.Detail = "No LICENSE file" }
+
+        # Fix: proper PS5.1 null check instead of "if @()"
+        $secFindings = if ($compResult.data.secrets.findings) { $compResult.data.secrets.findings } else { @() }
+        $secCount = if ($secFindings -is [array]) { $secFindings.Count } else { 0 }
+        $piiFindings = if ($compResult.data.exposure.findings) { $compResult.data.exposure.findings } else { @() }
+        $piiCount = if ($piiFindings -is [array]) { $piiFindings.Count } else { 0 }
+
+        if ($secCount -eq 0 -and $piiCount -eq 0) { $dNoSecret.Score = 1.0; $dNoSecret.Detail = "No secrets/PII found" }
+        elseif ($secCount + $piiCount -le 3) { $dNoSecret.Score = 0.5; $dNoSecret.Detail = "Few suspicious items found" }
+        else { $dNoSecret.Score = 0; $dNoSecret.Detail = "Multiple secret/PII leaks" }
+    }
+} else {
+    Log-Warn "Cannot access repo for compliance scan, skipping this dimension"
+    $dLicense.Detail = "Not scanned (repo inaccessible)"
+    $dNoSecret.Detail = "Not scanned (repo inaccessible)"
+}
 
 # 2. README
-Log-Step "2/7 README 完整性..."
+Log-Step "2/7 README completeness..."
 try {
     $readmeResult = Invoke-GL @("api", "GET", "raw/$Owner/$Repo/master/README.md")
-    if ($readmeResult.ok) { $readmeText = $readmeResult.data ?? "" } else { $readmeText = "" }
+    if ($readmeResult.ok) { $readmeText = if ($null -ne $readmeResult.data) { $readmeResult.data } else { "" } } else { $readmeText = "" }
 } catch { $readmeText = "" }
 
 $sectionCount = 0
 foreach ($kw in @("# ", "## ", "Install", "Usage", "License", "Contribut", "Citation")) {
     if ($readmeText -match $kw) { $sectionCount++ }
 }
-if ($sectionCount -ge 5) { $dReadme.Score = 1.0 }
-elseif ($sectionCount -ge 3) { $dReadme.Score = 0.5 }
-else { $dReadme.Score = 0 }
-$dReadme.Detail = "README 章节数: $sectionCount"
-Log-Info "  $($dReadme.Detail)"
+if ($sectionCount -ge 5) { $dReadme.Score = 1.0; $dReadme.Detail = "README complete, $sectionCount sections" }
+elseif ($sectionCount -ge 3) { $dReadme.Score = 0.5; $dReadme.Detail = "README partial, $sectionCount sections" }
+else { $dReadme.Score = 0; $dReadme.Detail = "README missing or too short" }
+Log-Info "  README sections: $sectionCount"
 
 # 3. Dependencies
-Log-Step "3/7 依赖声明..."
+Log-Step "3/7 Dependency declaration..."
 $subResult = Invoke-GL @("api", "GET", "/v1/$Owner/$Repo/sub_entries?ref=master")
 $depFiles = 0
-if ($subResult.ok) {
-    $names = @($subResult.data | ForEach-Object { $_.name ?? "" })
-    foreach ($df in @("package.json","go.mod","requirements.txt","pyproject.toml","Cargo.toml","CMakeLists.txt","pom.xml","build.gradle")) {
-        if ($names -contains $df) { $depFiles++ }
+$depList = ""
+$names = @()
+if ($subResult.ok -and ($subResult.data -is [array])) {
+    $names = @($subResult.data | ForEach-Object { if ($null -ne $_.name) { $_.name } else { "" } })
+    foreach ($df in @("package.json","go.mod","requirements.txt","pyproject.toml","Cargo.toml","CMakeLists.txt","pom.xml","build.gradle","Gemfile","Makefile")) {
+        if ($names -contains $df) { $depFiles++; $depList += "$df, " }
     }
 }
-if ($depFiles -ge 1) { $dDeps.Score = 1.0 }
-elseif ($readmeText -match "dependenc|requirement|依赖|install") { $dDeps.Score = 0.5 }
-else { $dDeps.Score = 0 }
-$dDeps.Detail = "依赖文件数: $depFiles"
+if ($depFiles -ge 1) { $dDeps.Score = 1.0; $dDeps.Detail = "Standard dep file(s): $depList".TrimEnd(', ') }
+elseif ($readmeText -match "dependenc|requirement|install") { $dDeps.Score = 0.5; $dDeps.Detail = "Deps mentioned in README" }
+else { $dDeps.Score = 0; $dDeps.Detail = "No dependency declaration" }
+Log-Info "  Dep files: $depFiles"
 
 # 4. Build
-Log-Step "4/7 构建说明..."
+Log-Step "4/7 Build instructions..."
 $buildScore = 0
-if ($readmeText -match "build|install|compile|make|构建|安装|编译") { $buildScore++ }
-if ($subResult.ok -and (@($subResult.data | Where-Object { $_.name -match "Makefile|Dockerfile" })).Count -gt 0) { $buildScore++ }
-if ($buildScore -ge 2) { $dBuild.Score = 1.0 } elseif ($buildScore -ge 1) { $dBuild.Score = 0.5 } else { $dBuild.Score = 0 }
-$dBuild.Detail = "构建说明得分: $buildScore/2"
+if ($readmeText -match "build|install|compile|make|run") { $buildScore++ }
+if ($names | Where-Object { $_ -match "Makefile|Dockerfile|docker-compose" }) { $buildScore++ }
+if ($names | Where-Object { $_ -match "\.github/workflows|\.gitlab-ci|Jenkinsfile" }) { $buildScore++ }
+
+if ($buildScore -ge 3) { $dBuild.Score = 1.0; $dBuild.Detail = "Detailed build docs + automation" }
+elseif ($buildScore -ge 1) { $dBuild.Score = 0.5; $dBuild.Detail = "Partial build instructions" }
+else { $dBuild.Score = 0; $dBuild.Detail = "No build instructions" }
+Log-Info "  Build score: $buildScore/3"
 
 # 5. CI
-Log-Step "5/7 CI 配置..."
+Log-Step "5/7 CI configuration..."
 $ciResult = Invoke-GL @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "10")
 $ciBuilds = if ($ciResult.ok) { @($ciResult.data).Count } else { 0 }
-if ($ciBuilds -gt 0) { $dCI.Score = 1.0; $dCI.Detail = "CI 已配置 ($ciBuilds 次构建)" }
-else { $dCI.Score = 0; $dCI.Detail = "无 CI 配置" }
+$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") { $ciOk++ }
+    }
+}
+if ($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" }
+else { $dCI.Score = 0; $dCI.Detail = "No CI configured" }
+Log-Info "  CI builds: $ciBuilds"
 
 # 6. Tests
-Log-Step "6/7 测试证据..."
+Log-Step "6/7 Test evidence..."
 $testScore = 0
-if ($subResult.ok) {
-    if (@($subResult.data | Where-Object { $_.name -match "^test/|^tests/|^spec/" }).Count -gt 0) { $testScore++ }
-    if (@($subResult.data | Where-Object { $_.name -match "_test\.|\.test\.|_spec\." }).Count -gt 0) { $testScore++ }
-}
-if ($readmeText -match "test|测试|validate") { $testScore++ }
-if ($testScore -ge 3) { $dTest.Score = 1.0 } elseif ($testScore -ge 1) { $dTest.Score = 0.5 } else { $dTest.Score = 0 }
-$dTest.Detail = "测试证据得分: $testScore/3"
+if ($names | Where-Object { $_ -match "^test/|^tests/|^spec/|^__tests__/" }) { $testScore++ }
+if ($names | Where-Object { $_ -match "_test\.|\.test\.|_spec\.|\.spec\.|test_" }) { $testScore++ }
+if ($readmeText -match "test|validate") { $testScore++ }
+
+if ($testScore -ge 3) { $dTest.Score = 1.0; $dTest.Detail = "Test dir + files + instructions" }
+elseif ($testScore -ge 1) { $dTest.Score = 0.5; $dTest.Detail = "Partial test evidence" }
+else { $dTest.Score = 0; $dTest.Detail = "No test evidence" }
+Log-Info "  Test evidence: $testScore/3"
 
 # 7. Data
-Log-Step "7/7 数据可用性..."
+Log-Step "7/7 Data availability..."
 $dataScore = 0
-if ($readmeText -match "dataset|data/|数据|zenodo|figshare|kaggle") { $dataScore++ }
-if ($readmeText -match "10\.\d{4,}/[\w.\-/]+") { $dataScore++ }
-if ($dataScore -ge 2) { $dData.Score = 1.0 } elseif ($dataScore -ge 1) { $dData.Score = 0.5 } else { $dData.Score = 0 }
-$dData.Detail = "数据声明得分: $dataScore/2"
+$dataEvidence = ""
+if ($readmeText -match "dataset|data/|zenodo|figshare|kaggle|huggingface") { $dataScore++; $dataEvidence = "keyword found" }
+if ($readmeText -match "https?://[^\s]+(?:zenodo|figshare|data\.|dataset)") { $dataScore++; $dataEvidence += ", data link found" }
+if ($doiFound) { $dataScore++; $dataEvidence += ", DOI/article found" }
+
+if ($dataScore -ge 2) { $dData.Score = 1.0; $dData.Detail = "Clear data statement: $dataEvidence" }
+elseif ($dataScore -ge 1) { $dData.Score = 0.5; $dData.Detail = "Partial data statement: $dataEvidence" }
+else { $dData.Score = 0; $dData.Detail = "No data availability statement" }
+Log-Info "  Data score: $dataScore/3"
 
 # Total score
 $weights = @(0.15, 0.15, 0.15, 0.15, 0.10, 0.10, 0.10, 0.10)
@@ -117,15 +219,181 @@ for ($i = 0; $i -lt 8; $i++) { $totalScore += $scores[$i] * $weights[$i] }
 $totalScore = [Math]::Round($totalScore * 100, 1)
 
 $grade = if ($totalScore -ge 85) { "A" } elseif ($totalScore -ge 70) { "B" } elseif ($totalScore -ge 55) { "C" } elseif ($totalScore -ge 40) { "D" } else { "F" }
+$gradeLabel = if ($grade -eq "A") { "Excellent - highly reproducible" } elseif ($grade -eq "B") { "Good - largely reproducible" } elseif ($grade -eq "C") { "Fair - partially reproducible" } elseif ($grade -eq "D") { "Poor - difficult to reproduce" } else { "Fail - barely reproducible" }
+$gradeColor = if ($grade -eq "A") { "#2e7d32" } elseif ($grade -eq "B") { "#558b2f" } elseif ($grade -eq "C") { "#f57c00" } elseif ($grade -eq "D") { "#e65100" } else { "#c62828" }
 
-Divider
-Write-Host "====== 复现性评分卡 ======" -ForegroundColor White
-Write-Host "  综合评分: $totalScore/100 — $grade"
-$dims = @("许可证","无密钥/PII","README","依赖","构建","CI","测试","数据")
+# Build recommendation strings
+$recLicense = if ($dLicense.Score -ne 1.0) { "Add MIT/Apache-2.0/GPL-3.0 license file" } else { "-" }
+$recSecret = if ($dNoSecret.Score -ne 1.0) { "Remove leaked secrets, use environment variables" } else { "-" }
+$recReadme = if ($dReadme.Score -ne 1.0) { "Add purpose, install, usage, license, citation sections" } else { "-" }
+$recDeps = if ($dDeps.Score -ne 1.0) { "Add package.json/go.mod/requirements.txt etc." } else { "-" }
+$recBuild = if ($dBuild.Score -ne 1.0) { "Add Makefile/Dockerfile + build steps in README" } else { "-" }
+$recCI = if ($dCI.Score -ne 1.0) { "Configure GitLink CI or GitHub Actions" } else { "-" }
+$recTest = if ($dTest.Score -ne 1.0) { "Add unit/integration tests, document test commands" } else { "-" }
+$recData = if ($dData.Score -ne 1.0) { "Document dataset sources, provide Zenodo/Figshare link" } else { "-" }
+
+# Icon helpers
+function ScoreIcon($s) {
+    if ($s -eq 1.0) { return "&#9989;" }
+    elseif ($s -eq 0.5) { return "&#9888;&#65039;" }
+    else { return "&#10060;" }
+}
+function ScorePercent($s) { [Math]::Round($s * 100) }
+
+# ===== Generate HTML Report =====
+Log-Step "Generating HTML scorecard..."
+$dims = @("License","No Secrets/PII","README","Dependencies","Build","CI","Tests","Data")
 $dets = @($dLicense, $dNoSecret, $dReadme, $dDeps, $dBuild, $dCI, $dTest, $dData)
+$recs = @($recLicense, $recSecret, $recReadme, $recDeps, $recBuild, $recCI, $recTest, $recData)
+$pcts = @(0.15, 0.15, 0.15, 0.15, 0.10, 0.10, 0.10, 0.10)
+
+# Build dimension table rows
+$dimRows = ""
+for ($i = 0; $i -lt 8; $i++) {
+    $icon = ScoreIcon $scores[$i]
+    $pct = ScorePercent $scores[$i]
+    $suggestion = $recs[$i]
+    $detail = $dets[$i].Detail
+    $name = $dims[$i]
+    $dimRows += @"
+    <tr>
+      <td>$name</td>
+      <td>$icon</td>
+      <td>$detail</td>
+      <td>$suggestion</td>
+    </tr>
+"@
+}
+
+$htmlContent = @"
+<!DOCTYPE html>
+<html lang="zh-CN">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>$Owner/$Repo &mdash;Reproducibility Scorecard</title>
+<script src="https://cdn.jsdelivr.net/npm/echarts@5.4.3/dist/echarts.min.js"></script>
+<style>
+* { margin: 0; padding: 0; box-sizing: border-box; }
+body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; background: #f5f7fa; color: #333; }
+.header { background: linear-gradient(135deg, #1a237e 0%, #3949ab 100%); color: #fff; padding: 40px 30px; }
+.header h1 { font-size: 26px; margin-bottom: 6px; }
+.container { max-width: 1200px; margin: 0 auto; padding: 20px; }
+.row { display: grid; grid-template-columns: 1fr 1fr 1fr; gap: 20px; margin-bottom: 24px; }
+.panel { background: #fff; border-radius: 12px; padding: 24px; box-shadow: 0 2px 8px rgba(0,0,0,.08); }
+.panel h2 { font-size: 18px; margin-bottom: 16px; color: #1a237e; border-bottom: 2px solid #3949ab; padding-bottom: 8px; }
+.chart { width: 100%; height: 350px; }
+.grade-circle { text-align: center; padding: 20px; }
+.grade-letter { font-size: 72px; font-weight: 900; color: $gradeColor; }
+.grade-score { font-size: 24px; color: #888; }
+table { width: 100%; border-collapse: collapse; }
+th, td { padding: 10px 14px; text-align: left; border-bottom: 1px solid #eee; font-size: 13px; }
+th { background: #f5f7fa; color: #555; }
+.footer { text-align: center; padding: 24px; color: #999; font-size: 12px; }
+@media (max-width: 768px) { .row { grid-template-columns: 1fr; } }
+</style>
+</head>
+<body>
+<div class="header">
+  <h1>$Owner/$Repo &mdash;Research Reproducibility Scorecard</h1>
+  <div style="opacity:0.8;font-size:14px;">$Today</div>
+</div>
+<div class="container">
+
+<div class="row">
+  <div class="panel grade-circle">
+    <div class="grade-letter">$grade</div>
+    <div class="grade-score">$totalScore / 100</div>
+    <div style="margin-top:12px;color:#888;">$gradeLabel</div>
+  </div>
+  <div class="panel">
+    <h2>Radar Chart</h2>
+    <div id="radarChart" class="chart"></div>
+  </div>
+  <div class="panel">
+    <h2>Dimension Scores</h2>
+    <table>
+      <tr><th>Dimension</th><th>Score</th><th>Weight</th></tr>
+      <tr><td>License</td><td>$(ScorePercent $dLicense.Score)%</td><td>15%</td></tr>
+      <tr><td>No Secrets/PII</td><td>$(ScorePercent $dNoSecret.Score)%</td><td>15%</td></tr>
+      <tr><td>README</td><td>$(ScorePercent $dReadme.Score)%</td><td>15%</td></tr>
+      <tr><td>Dependencies</td><td>$(ScorePercent $dDeps.Score)%</td><td>15%</td></tr>
+      <tr><td>Build</td><td>$(ScorePercent $dBuild.Score)%</td><td>10%</td></tr>
+      <tr><td>CI</td><td>$(ScorePercent $dCI.Score)%</td><td>10%</td></tr>
+      <tr><td>Tests</td><td>$(ScorePercent $dTest.Score)%</td><td>10%</td></tr>
+      <tr><td>Data</td><td>$(ScorePercent $dData.Score)%</td><td>10%</td></tr>
+    </table>
+  </div>
+</div>
+
+<div class="panel">
+  <h2>Detailed Assessment &amp; Recommendations</h2>
+  <table>
+    <tr><th>Dimension</th><th>Rating</th><th>Evidence</th><th>Suggestion</th></tr>
+    $dimRows
+  </table>
+</div>
+
+</div>
+<div class="footer">Generated by GitLink Research Assistant &mdash;$Today</div>
+
+<script>
+var radarChart = echarts.init(document.getElementById('radarChart'));
+radarChart.setOption({
+  radar: {
+    indicator: [
+      { name: 'License', max: 100 },
+      { name: 'No Secrets', max: 100 },
+      { name: 'README', max: 100 },
+      { name: 'Deps', max: 100 },
+      { name: 'Build', max: 100 },
+      { name: 'CI', max: 100 },
+      { name: 'Tests', max: 100 },
+      { name: 'Data', max: 100 }
+    ],
+    center: ['50%', '55%'],
+    radius: '70%'
+  },
+  series: [{
+    type: 'radar',
+    data: [{
+      value: [
+        $(ScorePercent $dLicense.Score),
+        $(ScorePercent $dNoSecret.Score),
+        $(ScorePercent $dReadme.Score),
+        $(ScorePercent $dDeps.Score),
+        $(ScorePercent $dBuild.Score),
+        $(ScorePercent $dCI.Score),
+        $(ScorePercent $dTest.Score),
+        $(ScorePercent $dData.Score)
+      ],
+      name: 'Reproducibility',
+      areaStyle: { color: 'rgba(57,73,171,0.3)' },
+      lineStyle: { color: '#3949ab' }
+    }]
+  }]
+});
+</script>
+</body>
+</html>
+"@
+
+if (-not $DryRun) {
+    $htmlContent | Out-File -FilePath $OutputFile -Encoding UTF8
+    Log-Ok "HTML scorecard generated: $OutputFile"
+} else {
+    Log-Warn "[DRY RUN] Would generate: $OutputFile"
+}
+
+# Console summary
+Divider
+Write-Host "====== Reproducibility Scorecard ======" -ForegroundColor White
+Write-Host "  Total score: $totalScore/100 &mdash;$grade ($gradeLabel)"
+$dimNames = @("License","No Secrets/PII","README","Dependencies","Build","CI","Tests","Data")
 for ($i = 0; $i -lt 8; $i++) {
     $icon = if ($scores[$i] -eq 1.0) { "OK" } elseif ($scores[$i] -eq 0.5) { "~" } else { "!!" }
-    Write-Host "  $icon $($dims[$i]) ($([Math]::Round($scores[$i]*100))%): $($dets[$i].Detail)"
+    Write-Host "  $icon $($dimNames[$i]) ($(ScorePercent $scores[$i])%): $($dets[$i].Detail)"
 }
+Write-Host "  Report:     $OutputFile"
 Divider
-Log-Ok "检查完成"
+Log-Ok "Check complete"
diff --git a/workflows/academic/10-research-progress.ps1 b/workflows/academic/10-research-progress.ps1
index a47c131..948be71 100644
--- a/workflows/academic/10-research-progress.ps1
+++ b/workflows/academic/10-research-progress.ps1
@@ -1,4 +1,4 @@
-# GitLink 科研辅助 — 场景 5：进度跟踪与预警 (PowerShell)
+# GitLink Research - Scenario 5: Progress Tracking & Alerting (PowerShell)
 param(
     [string]$Owner, [string]$Repo, [string]$Org = "",
     [int]$Weeks = 4, [string]$Output = "",
@@ -6,7 +6,7 @@ param(
 )
 
 $ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
-Import-Module "$ScriptDir\lib\common.psm1" -Force
+Import-Module "$ScriptDir\..\lib\common.psm1" -Force -WarningAction SilentlyContinue
 
 $ErrorActionPreference = "Continue"
 Check-Auth
@@ -15,56 +15,267 @@ else { $resolved = Resolve-OwnerRepo -Owner $Owner -Repo $Repo; $Owner = $resolv
 $Today = Get-Date -Format "yyyy-MM-dd"
 $OutputDir = Join-Path $ScriptDir "..\output"
 if (-not (Test-Path $OutputDir)) { New-Item -ItemType Directory -Path $OutputDir -Force | Out-Null }
+$OutputFile = if ($Output) { $Output } else { Join-Path $OutputDir "progress-weekly-${Owner}-${Today}.html" }
 
-Log-Title "GitLink 科研辅助 — 进度跟踪与预警"
+Log-Title "GitLink Research - Progress Tracking"
 
 # 1. Issues
-Log-Step "1/4 Issue 数据..."
+Log-Step "1/5 Collecting Issue data..."
 $openIssues = Invoke-GL @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "100")
 $closedIssues = Invoke-GL @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "closed", "--limit", "100")
-$totalOpen = if ($openIssues.ok) { @($openIssues.data.issues ?? $openIssues.data).Count } else { 0 }
-$totalClosed = if ($closedIssues.ok) { @($closedIssues.data.issues ?? $closedIssues.data).Count } else { 0 }
+$oiData = if ($openIssues.data.issues) { $openIssues.data.issues } else { $openIssues.data }
+$totalOpen = if ($openIssues.ok) { @($oiData).Count } else { 0 }
+$ciData = if ($closedIssues.data.issues) { $closedIssues.data.issues } else { $closedIssues.data }
+$totalClosed = if ($closedIssues.ok) { @($ciData).Count } else { 0 }
+Log-Info "  Issues: $totalOpen open / $totalClosed closed"
 
 # 2. PRs
-Log-Step "2/4 PR 数据..."
+Log-Step "2/5 Collecting PR data..."
 $mergedPrs = Invoke-GL @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "merged", "--limit", "100")
 $openPrs = Invoke-GL @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "50")
-$totalMerged = if ($mergedPrs.ok) { @($mergedPrs.data.issues ?? $mergedPrs.data.pulls ?? $mergedPrs.data).Count } else { 0 }
-$totalOpenPrs = if ($openPrs.ok) { @($openPrs.data.issues ?? $openPrs.data.pulls ?? $openPrs.data).Count } else { 0 }
+$mData = if ($mergedPrs.data.issues) { $mergedPrs.data.issues } elseif ($mergedPrs.data.pulls) { $mergedPrs.data.pulls } else { $mergedPrs.data }
+$totalMerged = if ($mergedPrs.ok) { @($mData).Count } else { 0 }
+$opData = if ($openPrs.data.issues) { $openPrs.data.issues } elseif ($openPrs.data.pulls) { $openPrs.data.pulls } else { $openPrs.data }
+$totalOpenPrs = if ($openPrs.ok) { @($opData).Count } else { 0 }
+Log-Info "  PRs: $totalOpenPrs open / $totalMerged merged"
 
-# 3. Releases & CI
-Log-Step "3/4 Release & CI..."
+# 3. Releases
+Log-Step "3/5 Collecting Release data..."
 $releases = Invoke-GL @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $releaseCount = if ($releases.ok) { @($releases.data).Count } else { 0 }
+$lastReleaseDate = ""
+if ($releases.ok -and $releaseCount -gt 0) {
+    $relData = if ($releases.data.releases) { $releases.data.releases } else { $releases.data }
+    if ($relData -is [array] -and $relData.Count -gt 0) {
+        $lastReleaseDate = if ($relData[0].created_at) { $relData[0].created_at } else { "" }
+        if ($lastReleaseDate.Length -ge 10) { $lastReleaseDate = $lastReleaseDate.Substring(0, 10) }
+    }
+}
+Log-Info "  Releases: $releaseCount"
+
+# 4. CI
+Log-Step "4/5 Collecting CI data..."
 $ci = Invoke-GL @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $ciTotal = if ($ci.ok) { @($ci.data).Count } else { 0 }
+$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++ }
+    }
+}
+Log-Info "  CI: $ciOk/$ciTotal passed"
 
-# 4. Health score
-Log-Step "4/4 健康评分..."
-$iv = [Math]::Min($totalClosed / ($Weeks * 7), 1.0)
-$pr = if (($totalMerged + $totalOpenPrs) -gt 0) { $totalMerged / ($totalMerged + $totalOpenPrs) } else { 0 }
+# 5. Health score
+Log-Step "5/5 Calculating health score and anomaly detection..."
+$prevClosed = [Math]::Floor($totalClosed / 2)
+
+# Issue velocity (normalized)
+$iv = [Math]::Min($totalClosed / ($Weeks * 7.0), 1.0)
+
+# PR merge rate
+$prMR = if (($totalMerged + $totalOpenPrs) -gt 0) { $totalMerged / ($totalMerged + $totalOpenPrs) } else { 0 }
+
+# Release cadence
 $rc = if ($releaseCount -ge 3) { 1.0 } elseif ($releaseCount -ge 1) { 0.5 } else { 0.2 }
-$health = [Math]::Round(($iv * 0.30 + $pr * 0.25 + $rc * 0.25 + [Math]::Min(($totalClosed * 0.01), 1.0) * 0.10 + 0.5 * 0.10) * 100, 1)
+
+# CI pass rate
+$ciScore = if ($ciTotal -gt 0) { $ciOk / $ciTotal } else { 0 }
+
+# Activity trend
+$diff = if ($prevClosed -gt 0) { ($totalClosed - $prevClosed) / $prevClosed } else { 0 }
+$trend = [Math]::Min([Math]::Max($diff + 0.5, 0.0), 1.0)
+
+$health = [Math]::Round(($iv * 0.30 + $prMR * 0.25 + $rc * 0.25 + $ciScore * 0.10 + $trend * 0.10) * 100, 1)
 
 # Anomalies
 $anomalies = @()
-if ($totalOpen -gt 20) { $anomalies += "[Warning] 开放 Issue 数量($totalOpen)偏高" }
-if ($totalOpenPrs -gt 5) { $anomalies += "[Warning] $totalOpenPrs 个开放 PR 积压" }
-if ($releaseCount -eq 0) { $anomalies += "[Info] 无 Release 记录" }
-if ($totalOpen -gt $totalClosed) { $anomalies += "[Warning] Issue 积压（开放 > 关闭）" }
+if ($totalOpen -gt 20) { $anomalies += @{type="stalled_issue"; severity="Warning"; detail="Open issues ($totalOpen) high, may be stalled"} }
+if ($totalOpenPrs -gt 5) { $anomalies += @{type="pr_bottleneck"; severity="Warning"; detail="$totalOpenPrs open PRs backlogged"} }
+if ($releaseCount -eq 0) { $anomalies += @{type="no_release"; severity="Info"; detail="No release record"} }
+if ($prevClosed -gt 0 -and $totalClosed -lt $prevClosed * 0.5) { $anomalies += @{type="activity_decline"; severity="Warning"; detail="Activity dropped >50%"} }
+if ($ciTotal -gt 0 -and $ciOk / $ciTotal -lt 0.5) { $anomalies += @{type="ci_failure"; severity="Warning"; detail="CI pass rate <50%"} }
+$anomalyCount = $anomalies.Count
 
-$label = if ($health -ge 80) { "健康" } elseif ($health -ge 60) { "正常" } elseif ($health -ge 40) { "需关注" } else { "风险" }
+$healthLabel = if ($health -ge 80) { "Healthy" } elseif ($health -ge 60) { "Normal" } elseif ($health -ge 40) { "Needs Attention" } else { "At Risk" }
+$healthColor = if ($health -ge 80) { "#2e7d32" } elseif ($health -ge 60) { "#558b2f" } elseif ($health -ge 40) { "#f57c00" } else { "#c62828" }
 
+Log-Ok "Health score: $health/100 ($healthLabel)"
+if ($anomalyCount -gt 0) { Log-Warn "Detected $anomalyCount anomalies" }
+
+# ===== Generate HTML Report =====
+Log-Step "Generating weekly HTML report..."
+
+# Build anomaly table rows
+$anomalyRows = ""
+if ($anomalyCount -gt 0) {
+    foreach ($a in $anomalies) {
+        $sevClass = if ($a.severity -eq "Critical") { "sev-Critical" } elseif ($a.severity -eq "Warning") { "sev-Warning" } else { "sev-Info" }
+        $anomalyRows += "<tr><td>$($a.type)</td><td class=`"$sevClass`">$($a.severity)</td><td>$($a.detail)</td></tr>`n"
+    }
+}
+
+$issueTrend = if ($totalClosed -gt $totalOpen) { "<span class=`"ok`">Improving</span>" } else { "<span class=`"warn`">Backlog growing</span>" }
+$issueAdvice = if ($totalOpen -gt $totalClosed) { "Schedule an Issue cleanup day" } else { "-" }
+$prTrend = if ($totalOpenPrs -le 5) { "<span class=`"ok`">Normal</span>" } else { "<span class=`"warn`">Backlogged</span>" }
+$prAdvice = if ($totalOpenPrs -gt 5) { "Increase code review frequency" } else { "-" }
+$releaseTrend = if ($releaseCount -ge 3) { "<span class=`"ok`">Active</span>" } else { "<span class=`"warn`">Inactive</span>" }
+$releaseAdvice = if ($releaseCount -eq 0) { "Recommend publishing v0.1.0" } else { "-" }
+$ciPassRate = if ($ciTotal -gt 0) { [Math]::Round($ciOk / $ciTotal * 100) } else { 0 }
+$ciTrend = if ($ciTotal -gt 0 -and $ciPassRate -ge 80) { "<span class=`"ok`">Stable</span>" } else { "<span class=`"warn`">Needs improvement</span>" }
+$ciAdvice = if ($ciTotal -eq 0) { "Configure GitLink CI" } else { "-" }
+$lastRelDisplay = if ($lastReleaseDate) { $lastReleaseDate } else { "None" }
+$lastRelTrend = if ($lastReleaseDate) { "<span class=`"ok`">Released</span>" } else { "<span class=`"warn`">No record</span>" }
+
+$htmlContent = @"
+<!DOCTYPE html>
+<html lang="zh-CN">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>$Owner/$Repo &mdash;Progress Weekly Report $Today</title>
+<script src="https://cdn.jsdelivr.net/npm/echarts@5.4.3/dist/echarts.min.js"></script>
+<style>
+* { margin: 0; padding: 0; box-sizing: border-box; }
+body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; background: #f5f7fa; color: #333; }
+.header { background: linear-gradient(135deg, #1a237e 0%, #3949ab 100%); color: #fff; padding: 40px 30px; }
+.header h1 { font-size: 26px; margin-bottom: 6px; }
+.container { max-width: 1200px; margin: 0 auto; padding: 20px; }
+.cards { display: grid; grid-template-columns: repeat(auto-fit, minmax(180px, 1fr)); gap: 14px; margin-bottom: 24px; }
+.card { background: #fff; border-radius: 12px; padding: 20px; box-shadow: 0 2px 8px rgba(0,0,0,.08); text-align: center; }
+.card.health { background: $healthColor; color: #fff; }
+.card .value { font-size: 32px; font-weight: 700; }
+.card .label { font-size: 12px; opacity: 0.8; margin-top: 4px; }
+.row { display: grid; grid-template-columns: 1fr 1fr; gap: 20px; margin-bottom: 24px; }
+.panel { background: #fff; border-radius: 12px; padding: 24px; box-shadow: 0 2px 8px rgba(0,0,0,.08); }
+.panel h2 { font-size: 18px; margin-bottom: 16px; color: #1a237e; border-bottom: 2px solid #3949ab; padding-bottom: 8px; }
+.chart { width: 100%; height: 350px; }
+table { width: 100%; border-collapse: collapse; }
+th, td { padding: 10px 14px; text-align: left; border-bottom: 1px solid #eee; font-size: 13px; }
+th { background: #f5f7fa; color: #555; font-weight: 600; }
+.sev-Critical { color: #c62828; font-weight: 700; }
+.sev-Warning { color: #e65100; font-weight: 600; }
+.sev-Info { color: #1565c0; }
+.ok { color: #2e7d32; font-weight: 600; }
+.warn { color: #e65100; font-weight: 600; }
+.footer { text-align: center; padding: 24px; color: #999; font-size: 12px; }
+@media (max-width: 768px) { .row { grid-template-columns: 1fr; } }
+</style>
+</head>
+<body>
+<div class="header">
+  <h1>$Owner/$Repo &mdash;Research Progress Weekly</h1>
+  <div style="opacity:0.8;font-size:14px;">$Weeks week(s) review &mdash; $Today</div>
+</div>
+<div class="container">
+
+<div class="cards">
+  <div class="card health">
+    <div class="value">$health</div>
+    <div class="label">Health Score / 100 &mdash;$healthLabel</div>
+  </div>
+  <div class="card"><div class="value">$totalOpen</div><div class="label">Open Issues</div></div>
+  <div class="card"><div class="value">$totalOpenPrs</div><div class="label">Open PRs</div></div>
+  <div class="card"><div class="value">$totalMerged</div><div class="label">Merged PRs</div></div>
+  <div class="card"><div class="value">$releaseCount</div><div class="label">Releases</div></div>
+  <div class="card"><div class="value">$anomalyCount</div><div class="label">Anomalies</div></div>
+</div>
+
+<div class="row">
+  <div class="panel">
+    <h2>Issue / PR Overview</h2>
+    <div id="overviewChart" class="chart"></div>
+  </div>
+  <div class="panel">
+    <h2>Anomaly Alerts</h2>
+"@
+
+if ($anomalyCount -eq 0) {
+    $htmlContent += "<div style=`"text-align:center;padding:40px;color:#2e7d32;`"><b>No anomalies detected, project is healthy</b></div>`n"
+} else {
+    $htmlContent += "<table><tr><th>Type</th><th>Severity</th><th>Detail</th></tr>$anomalyRows</table>`n"
+}
+
+$htmlContent += @"
+  </div>
+</div>
+
+<div class="panel">
+  <h2>Progress Indicators</h2>
+  <table>
+    <tr><th>Indicator</th><th>Value</th><th>Trend</th><th>Suggestion</th></tr>
+    <tr>
+      <td>Issue Velocity</td>
+      <td>$totalOpen open / $totalClosed closed</td>
+      <td>$issueTrend</td>
+      <td>$issueAdvice</td>
+    </tr>
+    <tr>
+      <td>PR Merge Rate</td>
+      <td>$([Math]::Round($prMR * 100))%</td>
+      <td>$prTrend</td>
+      <td>$prAdvice</td>
+    </tr>
+    <tr>
+      <td>Release Cadence</td>
+      <td>$releaseCount release(s)</td>
+      <td>$releaseTrend</td>
+      <td>$releaseAdvice</td>
+    </tr>
+    <tr>
+      <td>CI Stability</td>
+      <td>${ciPassRate}% ($ciOk/$ciTotal)</td>
+      <td>$ciTrend</td>
+      <td>$ciAdvice</td>
+    </tr>
+    <tr>
+      <td>Latest Release</td>
+      <td>$lastRelDisplay</td>
+      <td>$lastRelTrend</td>
+      <td>-</td>
+    </tr>
+  </table>
+</div>
+
+</div>
+<div class="footer">Generated by GitLink Research Assistant &mdash;$Today</div>
+
+<script>
+var overviewChart = echarts.init(document.getElementById('overviewChart'));
+overviewChart.setOption({
+  tooltip: { trigger: 'axis' },
+  legend: { data: ['Open', 'Completed'] },
+  xAxis: { type: 'category', data: ['Issues', 'Pull Requests', 'Releases', 'CI Builds'] },
+  yAxis: { type: 'value' },
+  series: [
+    { name: 'Open', type: 'bar', data: [$totalOpen, $totalOpenPrs, 0, 0], itemStyle: { color: '#fac858' } },
+    { name: 'Completed', type: 'bar', data: [$totalClosed, $totalMerged, $releaseCount, $ciTotal], itemStyle: { color: '#91cc75' } }
+  ]
+});
+</script>
+</body>
+</html>
+"@
+
+if (-not $DryRun) {
+    $htmlContent | Out-File -FilePath $OutputFile -Encoding UTF8
+    Log-Ok "Weekly report generated: $OutputFile"
+} else {
+    Log-Warn "[DRY RUN] Would generate: $OutputFile"
+}
+
+# Console summary
 Divider
-Write-Host "====== 进度周报摘要 ======" -ForegroundColor White
-Write-Host "  仓库:       $Owner/$Repo"
-Write-Host "  健康评分:   $health/100 ($label)"
-Write-Host "  Issues:     $totalOpen 开放 / $totalClosed 关闭"
-Write-Host "  PRs:        $totalOpenPrs 开放 / $totalMerged 合并"
-Write-Host "  Releases:   $releaseCount | CI: $ciTotal 次"
-if ($anomalies.Count -gt 0) {
-    Write-Host "  异常信号 ($($anomalies.Count)):" -ForegroundColor Yellow
-    foreach ($a in $anomalies) { Write-Host "    $a" }
-} else { Write-Host "  未检测到异常" -ForegroundColor Green }
+Write-Host "====== Weekly Progress Summary ======" -ForegroundColor White
+Write-Host "  Repo:       $Owner/$Repo"
+Write-Host "  Health:     $health/100 ($healthLabel)"
+Write-Host "  Issues:     $totalOpen open / $totalClosed closed"
+Write-Host "  PRs:        $totalOpenPrs open / $totalMerged merged"
+Write-Host "  Releases:   $releaseCount | CI: $ciOk/$ciTotal passed"
+if ($anomalyCount -gt 0) {
+    Write-Host "  Anomalies ($anomalyCount):" -ForegroundColor Yellow
+    foreach ($a in $anomalies) { Write-Host "    [$($a.severity)] $($a.detail)" }
+} else { Write-Host "  No anomalies detected" -ForegroundColor Green }
+Write-Host "  Report:     $OutputFile"
 Divider
-Log-Ok "分析完成"
+Log-Ok "Analysis complete"
diff --git a/workflows/academic/11-research-citation.ps1 b/workflows/academic/11-research-citation.ps1
index a78387c..7ac0cb6 100644
--- a/workflows/academic/11-research-citation.ps1
+++ b/workflows/academic/11-research-citation.ps1
@@ -1,12 +1,12 @@
-# GitLink 科研辅助 — 场景 6：一键生成论文引用格式 (PowerShell)
+# GitLink Research - Scenario 6: Citation Format Generator (PowerShell)
 param(
     [string]$Owner, [string]$Repo, [string]$Format = "all",
     [string]$Output = "", [switch]$DryRun
 )
 
 $ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
-Import-Module "$ScriptDir\lib\common.psm1" -Force
-Import-Module "$ScriptDir\lib\research-common.psm1" -Force
+Import-Module "$ScriptDir\..\lib\common.psm1" -Force -WarningAction SilentlyContinue
+Import-Module "$ScriptDir\..\lib\research-common.psm1" -Force -WarningAction SilentlyContinue
 
 $ErrorActionPreference = "Stop"
 Check-Auth
@@ -14,31 +14,36 @@ $resolved = Resolve-OwnerRepo -Owner $Owner -Repo $Repo
 $Owner = $resolved.Owner; $Repo = $resolved.Repo
 $Today = Get-DateToday
 
-Log-Title "GitLink 科研辅助 — 论文引用格式生成"
+Log-Title "GitLink Research - Citation Generator"
 
 # 1. Fetch repo metadata
-Log-Step "获取仓库元数据..."
+Log-Step "Fetching repo metadata..."
 $repoJson = Invoke-GLCheck @("repo", "+info", "--owner", $Owner, "--repo", $Repo)
-$repoName = $repoJson.data.name ?? $repoJson.data.full_name ?? "$Owner/$Repo"
-$repoDesc = $repoJson.data.description ?? ""
-$updatedAt = $repoJson.data.updated_at ?? ""
+$repoName = if ($repoJson.data.name) { $repoJson.data.name } elseif ($repoJson.data.full_name) { $repoJson.data.full_name } else { "$Owner/$Repo" }
+$repoDesc = if ($repoJson.data.description) { $repoJson.data.description } else { "" }
+$updatedAt = if ($repoJson.data.updated_at) { $repoJson.data.updated_at } else { "" }
+
+# DOI detection
+$doi = ""
+if ($repoDesc -match '10\.\d{4,}/[\w.\-/]+') { $doi = $Matches[0] }
+if ($doi) { Log-Info "  DOI detected: $doi" }
 
 # 2. Get latest release
-Log-Step "获取最新版本..."
+Log-Step "Fetching latest version..."
 $releaseJson = Invoke-GL @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "1")
-$version = if ($releaseJson.ok) { $releaseJson.data[0].tag_name ?? "v0.0.0-dev" } else { "v0.0.0-dev" }
-$releaseDate = if ($releaseJson.ok) { $releaseJson.data[0].created_at ?? $updatedAt } else { $updatedAt }
+$version = if ($releaseJson.ok -and $releaseJson.data[0].tag_name) { $releaseJson.data[0].tag_name } else { "v0.0.0-dev" }
+$releaseDate = if ($releaseJson.ok -and $releaseJson.data[0].created_at) { $releaseJson.data[0].created_at } else { $updatedAt }
 if ($releaseDate.Length -ge 10) { $releaseDate = $releaseDate.Substring(0, 10) }
 $releaseYear = if ($releaseDate.Length -ge 4) { $releaseDate.Substring(0, 4) } else { (Get-Date).Year }
 
 # 3. Get members
-Log-Step "获取贡献者列表..."
+Log-Step "Fetching contributors..."
 $membersJson = Invoke-GL @("repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $authorNames = @()
 if ($membersJson.ok) {
     $data = if ($membersJson.data.members) { $membersJson.data.members } else { $membersJson.data }
     if ($data -is [array]) {
-        $authorNames = $data | ForEach-Object { $_.name ?? $_.login ?? "" } | Where-Object { $_ }
+        $authorNames = $data | ForEach-Object { if ($_.name) { $_.name } elseif ($_.login) { $_.login } else { "" } } | Where-Object { $_ }
     }
 }
 if ($authorNames.Count -eq 0) { $authorNames = @($Owner) }
@@ -59,48 +64,54 @@ if ($authorNames.Count -gt 1) { $mlaAuthors += ", et al." }
 
 # GB/T 7714
 $gbAuthors = ($authorNames | Select-Object -First 3) -join ", "
-if ($authorNames.Count -gt 3) { $gbAuthors += "等" }
+if ($authorNames.Count -gt 3) { $gbAuthors += "et al." }
 
 # Short name for BibTeX key
 $shortName = $Repo -replace '[^a-zA-Z0-9_-]', '_'
 
 # Generate output
-$output = ""
+$citationBody = ""
 
 if ($Format -eq "bibtex" -or $Format -eq "all") {
-    $output += "@software{$shortName,`n  author = {$bibtexAuthors},`n  title = {$repoName},`n  version = {$version},`n  date = {$releaseDate},`n  publisher = {GitLink},`n  url = {$repoUrl},`n  note = {$repoDesc}`n}`n`n"
+    $citationBody += "@software{$shortName,`n  author = {$bibtexAuthors},`n  title = {$repoName},`n  version = {$version},`n  date = {$releaseDate},`n  publisher = {GitLink},`n  url = {$repoUrl}"
+    if ($doi) { $citationBody += ",`n  doi = {$doi}" }
+    $citationBody += ",`n  note = {$repoDesc}`n}`n`n"
 }
 
 if ($Format -eq "apa" -or $Format -eq "all") {
-    $output += "$apaAuthors ($releaseYear). $repoName (Version $version) [Computer software].`n  GitLink. $repoUrl`n`n"
+    $citationBody += "$apaAuthors ($releaseYear). $repoName (Version $version) [Computer software].`n  GitLink. $repoUrl`n`n"
 }
 
 if ($Format -eq "mla" -or $Format -eq "all") {
-    $output += "$mlaAuthors. $repoName. Version $version, GitLink,`n  $releaseDate, $repoUrl.`n`n"
+    $citationBody += "$mlaAuthors. $repoName. Version $version, GitLink,`n  $releaseDate, $repoUrl.`n`n"
 }
 
 if ($Format -eq "gbt7714" -or $Format -eq "all") {
-    $output += "[1] $gbAuthors. $repoName[CP/OL]. $version. GitLink,`n  $releaseDate[$Today]. $repoUrl.`n`n"
+    $citationBody += "[1] $gbAuthors. $repoName[CP/OL]. $version. GitLink,`n  $releaseDate[$Today]. $repoUrl.`n`n"
 }
 
 if ($Format -eq "cff" -or $Format -eq "all") {
-    $output += "cff-version: 1.2.0`nmessage: `"If you use this software, please cite it as below.`"`nauthors:`n"
+    $cffDate = if ($releaseDate.Length -ge 10) { $releaseDate.Substring(0, 10) } else { $releaseDate }
+    $citationBody += "cff-version: 1.2.0`nmessage: `"If you use this software, please cite it as below.`"`nauthors:`n"
     foreach ($a in $authorNames) {
         if (-not $a) { continue }
         $parts = $a -split '\s+'
-        $output += "  - family-names: $($parts[-1])`n    given-names: $($parts[0])`n"
+        $citationBody += "  - family-names: $($parts[-1])`n    given-names: $($parts[0])`n"
     }
-    $output += "title: `"$repoName`"`nversion: $version`ndate-released: $($releaseDate.Substring(0, 10))`nurl: `"$repoUrl`"`n"
+    $citationBody += "title: `"$repoName`"`nversion: $version`ndate-released: $cffDate`nurl: `"$repoUrl`"`nrepository-code: `"$repoUrl.git`"`n"
+    if ($doi) { $citationBody += "doi: $doi`n" }
 }
 
 Divider
-Write-Host $output
+Write-Host $citationBody
 Divider
 
 if ($Output) {
-    if (-not $DryRun) { $output | Out-File -FilePath $Output -Encoding UTF8; Log-Ok "已写入: $Output" }
+    if (-not $DryRun) { $citationBody | Out-File -FilePath $Output -Encoding UTF8; Log-Ok "Written to: $Output" }
 }
 
-Log-Info "仓库: $Owner/$Repo"
-Log-Info "版本: $version | 发布日期: $releaseDate | 贡献者: $($authorNames.Count)"
-Log-Ok "引用格式生成完成 ($Format)"
+Log-Info "Repo: $Owner/$Repo"
+Log-Info "Version: $version | Released: $releaseDate | Contributors: $($authorNames.Count)"
+if ($doi) { Log-Info "DOI: $doi" }
+Log-Info "Format: $Format"
+Log-Ok "Citation generation complete"

From 609a62c146e5ce7791f4d33fe61b015f620a7ff6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8B=97gogo?= <t202690002999689@eduxiji.net>
Date: Tue, 7 Jul 2026 22:57:15 +0800
Subject: [PATCH 2/3] Update workflows and demo files on zzx_branch

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 demo/index.html                               | 420 ++++++++++++++--
 demo/server.py                                |   4 +
 doc/dashboard.html                            | 471 ++++++++++++++++--
 workflows/01-community-ops.ps1                | 176 +------
 workflows/01a-issue-triage.ps1                |   7 +-
 workflows/01a-webhook-setup.ps1               |   7 +-
 workflows/03-project-init.ps1                 | 143 +++---
 workflows/04-multi-repo-collab.ps1            |  80 ++-
 workflows/05-contributor-growth.ps1           |  42 +-
 workflows/academic/06-research-insights.ps1   |  18 +-
 workflows/academic/08-research-compliance.ps1 |   8 +-
 workflows/academic/10-research-progress.ps1   |  12 +-
 workflows/academic/11-research-citation.ps1   |   4 +-
 workflows/lib/common.psm1                     |  47 +-
 14 files changed, 1015 insertions(+), 424 deletions(-)

diff --git a/demo/index.html b/demo/index.html
index b9b6a7b..9111fb3 100644
--- a/demo/index.html
+++ b/demo/index.html
@@ -119,6 +119,18 @@
   .sidebar-section .skills-header {
     background: #fdf8ff;
   }
+  .sidebar-section .mission3-header {
+    background: #eef5fc;
+  }
+  .sidebar-section .mission3-header:hover {
+    background: #dfeaf6;
+  }
+  .sidebar-section .mission4-header {
+    background: #eef7f0;
+  }
+  .sidebar-section .mission4-header:hover {
+    background: #dceee2;
+  }
   /* ── Section collapse (top-level toggle) ── */
   .sidebar-section .sidebar-header {
     cursor: pointer;
@@ -395,8 +407,8 @@
       <div class="sidebar-header" onclick="toggleSection('cli-section')">
         <span class="section-arrow">▶</span> 📋 CLI 命令 · 预设指令
         <div class="mode-toggle" onclick="event.stopPropagation()">
-          <button id="cli-mode-direct" class="active" onclick="setCliExecMode('direct')">⚡ 直接运行</button>
-          <button id="cli-mode-input" onclick="setCliExecMode('input')">✎ 编辑模式</button>
+          <button id="cli-mode-direct" class="active" onclick="setSectionExecMode('cli','direct')">⚡ 直接运行</button>
+          <button id="cli-mode-input" onclick="setSectionExecMode('cli','input')">✎ 编辑模式</button>
         </div>
       </div>
       <div class="modules" id="cli-modules-container">
@@ -410,13 +422,13 @@
         <span class="section-arrow">▶</span> 🤖 AGENT SKILLS
         <span id="session-badge" style="display:none;font-size:10px;background:var(--purple);color:#fff;padding:1px 6px;border-radius:8px;margin-left:6px;" title="会话进行中">● 会话中</span>
         <div class="agent-selector" onclick="event.stopPropagation()">
-          <button id="agent-claude" class="agent-claude active" onclick="setAgent('claude')">🤖 Claude Code</button>
-          <button id="agent-codex" class="agent-codex" onclick="setAgent('codex')">📟 Codex</button>
-          <button id="agent-zcode" class="agent-zcode" onclick="setAgent('zcode')">⚡ ZCode</button>
+          <button class="agent-btn agent-claude active" data-agent="claude" onclick="setAgent('claude')">🤖 Claude Code</button>
+          <button class="agent-btn agent-codex" data-agent="codex" onclick="setAgent('codex')">📟 Codex</button>
+          <button class="agent-btn agent-zcode" data-agent="zcode" onclick="setAgent('zcode')">⚡ ZCode</button>
         </div>
         <div class="mode-toggle" onclick="event.stopPropagation()">
-          <button id="skills-mode-direct" class="active" onclick="setSkillsExecMode('direct')">⚡ 直接运行</button>
-          <button id="skills-mode-input" onclick="setSkillsExecMode('input')">✎ 编辑模式</button>
+          <button id="skills-mode-direct" class="active" onclick="setSectionExecMode('skills','direct')">⚡ 直接运行</button>
+          <button id="skills-mode-input" onclick="setSectionExecMode('skills','input')">✎ 编辑模式</button>
         </div>
       </div>
       <div class="modules" id="skills-modules-container">
@@ -424,6 +436,44 @@
       </div>
     </div>
 
+    <!-- ── Section 3: 自动化控制流（子任务三） ── -->
+    <div class="sidebar-section" id="mission3-section">
+      <div class="sidebar-header mission3-header" onclick="toggleSection('mission3-section')">
+        <span class="section-arrow">▶</span> 🔧 自动化控制流
+        <div class="agent-selector" onclick="event.stopPropagation()">
+          <button class="agent-btn agent-claude active" data-agent="claude" onclick="setAgent('claude')">🤖 Claude Code</button>
+          <button class="agent-btn agent-codex" data-agent="codex" onclick="setAgent('codex')">📟 Codex</button>
+          <button class="agent-btn agent-zcode" data-agent="zcode" onclick="setAgent('zcode')">⚡ ZCode</button>
+        </div>
+        <div class="mode-toggle" onclick="event.stopPropagation()">
+          <button id="mission3-mode-direct" class="active" onclick="setSectionExecMode('mission3','direct')">⚡ 直接运行</button>
+          <button id="mission3-mode-input" onclick="setSectionExecMode('mission3','input')">✎ 编辑模式</button>
+        </div>
+      </div>
+      <div class="modules" id="mission3-modules-container">
+        <!-- filled by JS -->
+      </div>
+    </div>
+
+    <!-- ── Section 4: GitLink辅助科研场景（子任务四） ── -->
+    <div class="sidebar-section" id="mission4-section">
+      <div class="sidebar-header mission4-header" onclick="toggleSection('mission4-section')">
+        <span class="section-arrow">▶</span> 🔬 GitLink 辅助科研场景
+        <div class="agent-selector" onclick="event.stopPropagation()">
+          <button class="agent-btn agent-claude active" data-agent="claude" onclick="setAgent('claude')">🤖 Claude Code</button>
+          <button class="agent-btn agent-codex" data-agent="codex" onclick="setAgent('codex')">📟 Codex</button>
+          <button class="agent-btn agent-zcode" data-agent="zcode" onclick="setAgent('zcode')">⚡ ZCode</button>
+        </div>
+        <div class="mode-toggle" onclick="event.stopPropagation()">
+          <button id="mission4-mode-direct" class="active" onclick="setSectionExecMode('mission4','direct')">⚡ 直接运行</button>
+          <button id="mission4-mode-input" onclick="setSectionExecMode('mission4','input')">✎ 编辑模式</button>
+        </div>
+      </div>
+      <div class="modules" id="mission4-modules-container">
+        <!-- filled by JS -->
+      </div>
+    </div>
+
   </div>
 
   <!-- RESIZER -->
@@ -663,6 +713,309 @@ var SKILLS = [
 ];
 
 
+var MISSION3 = [
+  {
+    id: "m3-env",
+    icon: "🔧",
+    name: "测试环境准备",
+    commands: [
+      {
+        label: "设置 UTF-8 控制台编码",
+        engine: "powershell",
+        cmd: "[Console]::OutputEncoding = [System.Text.Encoding]::UTF8\nWrite-Host \"当前控制台编码: $([Console]::OutputEncoding.WebName)\"\nWrite-Host \"（应为 utf-8，否则含中文 JSON 解析会失败）\""
+      },
+      {
+        label: "确认 gitlink-cli 版本",
+        engine: "powershell",
+        cmd: ".\\gitlink-cli.exe version"
+      },
+      {
+        label: "确认认证状态",
+        engine: "powershell",
+        cmd: ".\\gitlink-cli.exe auth status"
+      },
+      {
+        label: "确认 JSON 输出正常",
+        engine: "powershell",
+        cmd: ".\\gitlink-cli.exe issue +list --owner zzx-coder --repo test-repo --state open --limit 3 --format json | ConvertFrom-Json"
+      },
+      {
+        label: "加载公共库 common.psm1",
+        engine: "powershell",
+        cmd: "Import-Module \".\\workflows\\lib\\common.psm1\" -Force -WarningAction SilentlyContinue\nCheck-Auth"
+      },
+      {
+        label: "确认测试仓库可访问",
+        engine: "powershell",
+        cmd: ".\\gitlink-cli.exe repo +info --owner zzx-coder --repo test-repo --format json | ConvertFrom-Json"
+      }
+    ]
+  },
+  {
+    id: "m3-community",
+    icon: "🤝",
+    name: "社区运营自动化 (01-community-ops)",
+    commands: [
+      {
+        label: "基础只读模式验证 (DryRun)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\01-community-ops.ps1 -Owner zzx-coder -Repo test-repo -DryRun"
+      },
+      {
+        label: "查看命令行参数 (Help)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\01-community-ops.ps1 -Help"
+      },
+      {
+        label: "Issue 数据拉取验证",
+        engine: "powershell",
+        cmd: "# 拉取 open / closed Issue 与已合并 PR（来自测试 2.1.3）\n$openResult   = .\\gitlink-cli.exe issue +list --owner zzx-coder --repo test-repo --state open   --limit 100 --format json | ConvertFrom-Json\n$closedResult = .\\gitlink-cli.exe issue +list --owner zzx-coder --repo test-repo --state closed --limit 100 --format json | ConvertFrom-Json\n$prResult     = .\\gitlink-cli.exe pr +list   --owner zzx-coder --repo test-repo --state merged --limit 100 --format json | ConvertFrom-Json\n$prData = if ($prResult.data.issues) { @($prResult.data.issues) } else { @($prResult.data.pulls) }\nWrite-Host \"Open issues:   $(@($openResult.data.issues).Count)\"\nWrite-Host \"Closed issues: $(@($closedResult.data.issues).Count)\"\nWrite-Host \"Merged PRs:    $($prData.Count)\""
+      }
+    ]
+  },
+  {
+    id: "m3-gate",
+    icon: "🛡",
+    name: "代码质量看门人 (02-code-quality-gatekeeper)",
+    commands: [
+      {
+        label: "审查所有 open PR (DryRun)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\02-code-quality-gatekeeper.ps1 -Owner zzx-coder -Repo test-repo -DryRun"
+      },
+      {
+        label: "审查指定 PR #13 (DryRun)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\02-code-quality-gatekeeper.ps1 -Owner zzx-coder -Repo test-repo -PrId 13 -DryRun"
+      },
+      {
+        label: "自定义质量阈值 70 (DryRun)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\02-code-quality-gatekeeper.ps1 -Owner zzx-coder -Repo test-repo -Threshold 70 -DryRun"
+      },
+      {
+        label: "查看帮助信息 (Help)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\02-code-quality-gatekeeper.ps1 -Help"
+      }
+    ]
+  },
+  {
+    id: "m3-init",
+    icon: "🚀",
+    name: "项目一键初始化 (03-project-init)",
+    commands: [
+      {
+        label: "预览模式 (DryRun，推荐首选)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\03-project-init.ps1 -Owner zzx-coder -Name test-init-dryrun -Description \"自动化测试仓库\" -Lang go -DryRun"
+      },
+      {
+        label: "底层命令逐步骤验证 (只读安全)",
+        engine: "powershell",
+        cmd: "# 底层命令逐步骤验证（只读安全，来自测试 2.3.2）\nWrite-Host \"=== Step 1: List repos ===\" -ForegroundColor White\n$repoList  = .\\gitlink-cli.exe repo +list --user zzx-coder --limit 5 --format json | ConvertFrom-Json\n$repoCount = if ($repoList.data.projects) { @($repoList.data.projects).Count } else { @($repoList.data).Count }\nWrite-Host \"Repos: $repoCount\" -ForegroundColor Green\n\nWrite-Host \"`n=== Step 2: Check Wiki access ===\" -ForegroundColor White\n$wikiResult = .\\gitlink-cli.exe wiki +list --owner zzx-coder --repo test-repo --format json | ConvertFrom-Json\nWrite-Host \"Wiki accessible: $($wikiResult.ok)\" -ForegroundColor Green\n\nWrite-Host \"`n=== Step 3: Check branch help ===\" -ForegroundColor White\n.\\gitlink-cli.exe branch --help\n\nWrite-Host \"`n=== Step 4: Check releases ===\" -ForegroundColor White\n$relResult = .\\gitlink-cli.exe release +list --owner zzx-coder --repo test-repo --limit 5 --format json | ConvertFrom-Json\nWrite-Host \"Release API accessible: $($relResult.ok)\" -ForegroundColor Green\n\nWrite-Host \"`n=== Step 5: Check milestone ===\" -ForegroundColor White\n.\\gitlink-cli.exe milestone --help"
+      },
+      {
+        label: "实际创建仓库 (可选·需谨慎)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\03-project-init.ps1 -Owner zzx-coder -Name \"test-init-real\" -Description \"测试仓库-可安全删除\" -Lang go"
+      }
+    ]
+  },
+  {
+    id: "m3-multirepo",
+    icon: "🔗",
+    name: "多仓库协同 (04-multi-repo-collab)",
+    commands: [
+      {
+        label: "生成组织仪表盘",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\04-multi-repo-collab.ps1 -Org zzx-coder -Output dashboard.html"
+      },
+      {
+        label: "指定仓库列表过滤",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\04-multi-repo-collab.ps1 -Org zzx-coder -Repos \"test-repo\" -Output dashboard-filtered.html"
+      },
+      {
+        label: "查看帮助和参数",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\04-multi-repo-collab.ps1 -Help"
+      }
+    ]
+  },
+  {
+    id: "m3-contrib",
+    icon: "🏆",
+    name: "贡献者成长体系 (05-contributor-growth)",
+    commands: [
+      {
+        label: "Dry-Run 预览模式",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\05-contributor-growth.ps1 -Owner zzx-coder -Repo test-repo -Sample 5 -DryRun"
+      },
+      {
+        label: "底层数据采集验证",
+        engine: "powershell",
+        cmd: "# 底层数据采集验证（来自测试 2.5.2）\n$openIssues   = .\\gitlink-cli.exe issue +list --owner zzx-coder --repo test-repo --state open   --limit 100 --format json | ConvertFrom-Json\n$closedIssues = .\\gitlink-cli.exe issue +list --owner zzx-coder --repo test-repo --state closed --limit 100 --format json | ConvertFrom-Json\n$prsMerged    = .\\gitlink-cli.exe pr +list   --owner zzx-coder --repo test-repo --state merged --limit 100 --format json | ConvertFrom-Json\n$members      = .\\gitlink-cli.exe repo +members --owner zzx-coder --repo test-repo --limit 100 --format json | ConvertFrom-Json\n$prData     = if ($prsMerged.data.issues) { @($prsMerged.data.issues) } else { @($prsMerged.data.pulls) }\n$memberData = if ($members.data.members)  { @($members.data.members) }  else { @($members.data) }\nWrite-Host \"Issues - Open: $(@($openIssues.data.issues).Count), Closed: $(@($closedIssues.data.issues).Count)\" -ForegroundColor Green\nWrite-Host \"Merged PRs: $($prData.Count)\" -ForegroundColor Green\nWrite-Host \"Members: $($memberData.Count)\" -ForegroundColor Green\n$allIssues = @($openIssues.data.issues) + @($closedIssues.data.issues)\n$authors = @{}\nforeach ($issue in $allIssues) {\n    $author = if ($issue.author.login) { $issue.author.login } elseif ($issue.author.username) { $issue.author.username } else { $null }\n    if ($author) { if (-not $authors.ContainsKey($author)) { $authors[$author] = 0 }; $authors[$author]++ }\n}\nWrite-Host \"Unique contributors: $($authors.Count)\" -ForegroundColor Green\nforeach ($kv in ($authors.GetEnumerator() | Sort-Object Value -Descending | Select-Object -First 5)) {\n    Write-Host \"  @$($kv.Key): $($kv.Value) issues\"\n}"
+      },
+      {
+        label: "颁发徽章 (可选·需谨慎)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\05-contributor-growth.ps1 -Owner zzx-coder -Repo test-repo -Sample 5 -Award"
+      }
+    ]
+  },
+  {
+    id: "m3-skill",
+    icon: "🤖",
+    name: "技能工作流 (Agent · gitlink-workflow)",
+    prompts: [
+      {
+        label: "工作流总入口（触发 7 选项菜单）",
+        engine: "claude",
+        prompt: "请帮我执行自动化工作流\n测试仓库：zzx-coder/test-repo"
+      },
+      {
+        label: "快捷触发：社区运营",
+        engine: "claude",
+        prompt: "帮我跑一下社区运营\n测试仓库：zzx-coder/test-repo"
+      },
+      {
+        label: "项目健康度报告 (gitlink-health)",
+        engine: "claude",
+        prompt: "请使用 gitlink-health Skill，为 zzx-coder/test-repo 仓库生成项目健康度报告。"
+      },
+      {
+        label: "健康度路径规则验证",
+        engine: "claude",
+        prompt: "请把健康度报告保存到桌面上。\n测试仓库：zzx-coder/test-repo"
+      },
+      {
+        label: "新人引导 AI 分析模式 (onboard)",
+        engine: "claude",
+        prompt: "请使用 gitlink-onboard Skill 的 AI 分析模式，扫描 zzx-coder/test-repo 的所有 open Issue，\n识别适合新手贡献的 Good First Issue。\n展示分析结果表格后，让我选择要对哪些 Issue 添加引导评论。"
+      },
+      {
+        label: "新人引导直接模式 (#11 dry-run)",
+        engine: "claude",
+        prompt: "请为 Issue #11 添加新人引导评论，先用 dry-run 预览。\n测试仓库：zzx-coder/test-repo"
+      },
+      {
+        label: "FAQ 模式 A：生成知识库",
+        engine: "claude",
+        prompt: "请使用 gitlink-faq Skill 的模式 A，为 zzx-coder/test-repo 生成 Issue 知识库。\n同时采集 open + closed 所有 Issue，合并去重，逐批读取详情，按类型分类和聚类，\n生成知识库 Markdown 预览后等我确认再发布到 Wiki。"
+      },
+      {
+        label: "FAQ 模式 B：重复检测",
+        engine: "claude",
+        prompt: "请检查 zzx-coder/test-repo 有没有和 \"登录功能\" 相关的已有 Issue，看看是否有重复的。\n对找到的候选 Issue，自动读取详情和 journals，给出分析结论。"
+      },
+      {
+        label: "FAQ 模式 C：Wiki 增量更新",
+        engine: "claude",
+        prompt: "请把 Issue #11 补充到已有的 Issue 知识库 Wiki 页面中。\n测试仓库：zzx-coder/test-repo"
+      }
+    ]
+  },
+  {
+    id: "m3-smoke",
+    icon: "🧪",
+    name: "端到端冒烟测试 (15 步)",
+    commands: [
+      {
+        label: "运行冒烟测试（连通性验证）",
+        engine: "powershell",
+        cmd: "# 端到端冒烟测试（来自测试 5.1，15 步连通性验证）\n$ErrorActionPreference = \"Continue\"\n$owner = \"zzx-coder\"; $repo = \"test-repo\"\n$pass = 0; $fail = 0\nfunction Test-Step {\n    param([string]$Name, [ScriptBlock]$Script)\n    Write-Host \"[TEST] $Name ... \" -NoNewline -ForegroundColor Cyan\n    try { $result = & $Script; if ($result) { Write-Host \"PASS\" -ForegroundColor Green; $global:pass++ } else { Write-Host \"FAIL\" -ForegroundColor Red; $global:fail++ } }\n    catch { Write-Host \"FAIL ($($_.Exception.Message))\" -ForegroundColor Red; $global:fail++ }\n}\nWrite-Host \"`n====== GitLink CLI 子任务三冒烟测试 ======\" -ForegroundColor White\nWrite-Host \"Target: $owner/$repo`n\"\nTest-Step \"Auth status\" { $r = .\\gitlink-cli.exe auth status 2>&1 | Out-String; $r -match \"logged in\" -or $r -match \"token\" }\nTest-Step \"01-Community: issue +list open\" { $r = .\\gitlink-cli.exe issue +list --owner $owner --repo $repo --state open --limit 5 --format json | ConvertFrom-Json; $r.ok }\nTest-Step \"01-Community: pr +list merged\" { $r = .\\gitlink-cli.exe pr +list --owner $owner --repo $repo --state merged --limit 5 --format json | ConvertFrom-Json; $r.ok }\nTest-Step \"02-Gatekeeper: issue +view #11\" { $r = .\\gitlink-cli.exe issue +view --owner $owner --repo $repo --number 11 --format json | ConvertFrom-Json; $r.ok }\nTest-Step \"03-Init: repo +list\" { $r = .\\gitlink-cli.exe repo +list --user $owner --limit 5 --format json | ConvertFrom-Json; $r.ok }\nTest-Step \"03-Init: wiki +list\" { $r = .\\gitlink-cli.exe wiki +list --owner $owner --repo $repo --format json | ConvertFrom-Json; $r.ok }\nTest-Step \"04-MultiRepo: org repos\" { $r = .\\gitlink-cli.exe repo +list --user $owner --limit 10 --format json | ConvertFrom-Json; $r.ok }\nTest-Step \"04-MultiRepo: release +list\" { $r = .\\gitlink-cli.exe release +list --owner $owner --repo $repo --limit 5 --format json | ConvertFrom-Json; $r.ok }\nTest-Step \"05-Contrib: repo +members\" { $r = .\\gitlink-cli.exe repo +members --owner $owner --repo $repo --limit 50 --format json | ConvertFrom-Json; $r.ok }\nTest-Step \"CI: ci +builds\" { $r = .\\gitlink-cli.exe ci +builds --owner $owner --repo $repo --format json | ConvertFrom-Json; $r.ok }\nTest-Step \"Branch: branch help\" { $r = .\\gitlink-cli.exe branch --help 2>&1 | Out-String; $r -match \"Usage\" -or $r -match \"branch\" }\nTest-Step \"Milestone: milestone help\" { $r = .\\gitlink-cli.exe milestone --help 2>&1 | Out-String; $r -match \"Usage\" -or $r -match \"milestone\" }\nTest-Step \"Webhook: webhook help\" { $r = .\\gitlink-cli.exe webhook --help 2>&1 | Out-String; $r -match \"Usage\" -or $r -match \"webhook\" }\nTest-Step \"Research: search +repos\" { $r = .\\gitlink-cli.exe search +repos --q \"agent\" --limit 5 --format json | ConvertFrom-Json; $r.ok }\nWrite-Host \"`n====== Results ======\" -ForegroundColor White\nWrite-Host \"  PASS: $pass\" -ForegroundColor Green\nWrite-Host \"  FAIL: $fail\" -ForegroundColor Red\nWrite-Host \"  TOTAL: $($pass + $fail)\" -ForegroundColor Cyan"
+      }
+    ]
+  }
+];
+
+var MISSION4 = [
+  {
+    id: "m4-insights",
+    icon: "🔭",
+    name: "项目洞察 (06-research-insights)",
+    commands: [
+      {
+        label: "生成项目洞悉报告（热度/技术栈/活动）",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\academic\\06-research-insights.ps1 -Owner zzx-coder -Repo test-repo"
+      }
+    ]
+  },
+  {
+    id: "m4-compliance",
+    icon: "✅",
+    name: "合规与复现性检查 (08-research-compliance)",
+    commands: [
+      {
+        label: "生成 8 维复现性评分卡",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\academic\\08-research-compliance.ps1 -Owner zzx-coder -Repo test-repo"
+      }
+    ]
+  },
+  {
+    id: "m4-progress",
+    icon: "📈",
+    name: "进度跟踪与预警 (10-research-progress)",
+    commands: [
+      {
+        label: "生成周度进度报告（含异常预警）",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\academic\\10-research-progress.ps1 -Owner zzx-coder -Repo test-repo"
+      }
+    ]
+  },
+  {
+    id: "m4-citation",
+    icon: "📄",
+    name: "论文引用生成 (11-research-citation)",
+    commands: [
+      {
+        label: "生成全部 5 种引用格式 (all)",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\academic\\11-research-citation.ps1 -Owner zzx-coder -Repo test-repo -Format all"
+      },
+      {
+        label: "BibTeX 格式",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\academic\\11-research-citation.ps1 -Owner zzx-coder -Repo test-repo -Format bibtex"
+      },
+      {
+        label: "APA 格式",
+        engine: "powershell",
+        cmd: "powershell -ExecutionPolicy Bypass -File .\\workflows\\academic\\11-research-citation.ps1 -Owner zzx-coder -Repo test-repo -Format apa"
+      }
+    ]
+  },
+  {
+    id: "m4-research",
+    icon: "🔬",
+    name: "科研辅助 Agent (gitlink-research)",
+    prompts: [
+      {
+        label: "科研功能总入口（6 选项菜单）",
+        engine: "claude",
+        prompt: "请使用科研辅助功能\n（请展示 6 选项菜单：项目洞察 / 热点追踪 / 合规复现 / 协作匹配 / 进度预警 / 论文引用，等我选择）\n测试仓库：zzx-coder/test-repo"
+      },
+      {
+        label: "合规与复现性检查",
+        engine: "claude",
+        prompt: "请检查 zzx-coder/test-repo 项目的合规与复现性"
+      },
+      {
+        label: "论文引用生成（BibTeX）",
+        engine: "claude",
+        prompt: "请生成 zzx-coder/test-repo 项目的论文引用（BibTeX 格式）"
+      }
+    ]
+  }
+];
+
+
 // ═══════════════════════════════════════════════
 // DOM refs
 // ═══════════════════════════════════════════════
@@ -673,13 +1026,14 @@ var btnRun         = document.getElementById('btn-run');
 var btnCancel      = document.getElementById('btn-cancel');
 var cliModsContainer = document.getElementById('cli-modules-container');
 var skillsModsContainer = document.getElementById('skills-modules-container');
+var mission3ModsContainer = document.getElementById('mission3-modules-container');
+var mission4ModsContainer = document.getElementById('mission4-modules-container');
 var statusDot      = document.getElementById('status-dot');
 var statusText     = document.getElementById('status-text');
 var toast          = document.getElementById('toast');
 var isRunning      = false;
 var currentEngine  = 'powershell';  // 'powershell' | 'claude'
-var cliExecMode    = 'direct';      // CLI section mode
-var skillsExecMode = 'direct';      // Skills section mode
+var execModes = { cli:'direct', skills:'direct', mission3:'direct', mission4:'direct' };  // 每个 section 的执行模式
 var claudeSessionId = null;         // Claude Code session ID for multi-turn
 var currentAgent = 'claude';           // 'claude' | 'codex' | 'zcode'
 var AGENT_META = {
@@ -699,7 +1053,7 @@ function toggleSection(sectionId) {
 // ═══════════════════════════════════════════════
 // Build Sidebar (CLI + Skills sections)
 // ═══════════════════════════════════════════════
-function buildModuleGroup(container, modules, section, isSkill) {
+function buildModuleGroup(container, modules, section) {
   if (!container) return;
   modules.forEach(function(mod, idx) {
     var div = document.createElement('div');
@@ -732,23 +1086,19 @@ function buildModuleGroup(container, modules, section, isSkill) {
 }
 
 function buildSidebar() {
-  buildModuleGroup(cliModsContainer, MODULES, 'cli', false);
-  buildModuleGroup(skillsModsContainer, SKILLS, 'skills', true);
+  buildModuleGroup(cliModsContainer, MODULES, 'cli');
+  buildModuleGroup(skillsModsContainer, SKILLS, 'skills');
+  buildModuleGroup(mission3ModsContainer, MISSION3, 'mission3');
+  buildModuleGroup(mission4ModsContainer, MISSION4, 'mission4');
 }
 
 // ═══════════════════════════════════════════════
 // Execution Mode Toggles
 // ═══════════════════════════════════════════════
-function setCliExecMode(mode) {
-  cliExecMode = mode;
-  document.getElementById('cli-mode-direct').className = (mode === 'direct') ? 'active' : '';
-  document.getElementById('cli-mode-input').className  = (mode === 'input')  ? 'active' : '';
-}
-
-function setSkillsExecMode(mode) {
-  skillsExecMode = mode;
-  document.getElementById('skills-mode-direct').className = (mode === 'direct') ? 'active' : '';
-  document.getElementById('skills-mode-input').className  = (mode === 'input')  ? 'active' : '';
+function setSectionExecMode(section, mode) {
+  execModes[section] = mode;
+  document.getElementById(section + '-mode-direct').className = (mode === 'direct') ? 'active' : '';
+  document.getElementById(section + '-mode-input').className  = (mode === 'input')  ? 'active' : '';
 }
 
 // ═══════════════════════════════════════════════
@@ -796,10 +1146,11 @@ function setAgent(agent) {
 
   currentAgent = agent;
 
-  // Update button active states
-  document.getElementById('agent-claude').className = 'agent-claude' + (agent === 'claude' ? ' active' : '');
-  document.getElementById('agent-codex').className  = 'agent-codex'  + (agent === 'codex' ? ' active' : '');
-  document.getElementById('agent-zcode').className  = 'agent-zcode'  + (agent === 'zcode' ? ' active' : '');
+  // Update button active states (支持多 section 共享同一 currentAgent)
+  var btns = document.querySelectorAll('.agent-btn');
+  for (var i = 0; i < btns.length; i++) {
+    btns[i].classList.toggle('active', btns[i].getAttribute('data-agent') === agent);
+  }
 
   // Clear terminal output (but keep session)
   terminal.innerHTML = '';
@@ -836,14 +1187,15 @@ function onPresetSelect(selectEl, moduleId) {
     return;
   }
 
-  // Determine section: 'cli' or 'skills'
-  var isSkill = moduleId.indexOf('skills-') === 0;
+  // Determine section: 'cli' | 'skills' | 'mission3' | 'mission4'
+  var section = moduleId.substring(0, moduleId.indexOf('-mod-'));
+  var dataMap = { cli: MODULES, skills: SKILLS, mission3: MISSION3, mission4: MISSION4 };
+  var list = dataMap[section] || MODULES;
 
   // Find module
-  var list = isSkill ? SKILLS : MODULES;
   var mod = null;
   for (var i = 0; i < list.length; i++) {
-    if ((isSkill ? 'skills-mod-' : 'cli-mod-') + list[i].id === moduleId) { mod = list[i]; break; }
+    if (section + '-mod-' + list[i].id === moduleId) { mod = list[i]; break; }
   }
   if (!mod) return;
 
@@ -851,18 +1203,20 @@ function onPresetSelect(selectEl, moduleId) {
   if (!item) return;
 
   var content = item.cmd || item.prompt;
+  // 每个 item 可自带 engine；默认 skills 走 claude，其余走 powershell
+  var engine = item.engine || (section === 'skills' ? 'claude' : 'powershell');
 
   // Show preview
   var previewEl = document.getElementById('preview-' + moduleId);
   if (previewEl) { previewEl.textContent = content; }
 
-  var mode = isSkill ? skillsExecMode : cliExecMode;
+  var mode = execModes[section] || 'direct';
 
   if (mode === 'direct') {
     // Execute immediately
     selectEl.value = '';
     if (previewEl) { previewEl.textContent = ''; }
-    if (isSkill) {
+    if (engine === 'claude') {
       setEngine('claude');
       executeDirectClaude(content);
     } else {
@@ -871,7 +1225,7 @@ function onPresetSelect(selectEl, moduleId) {
     }
   } else {
     // Fill input for editing
-    if (isSkill) { setEngine('claude'); } else { setEngine('powershell'); }
+    setEngine(engine);
     cmdInput.value = content;
     autoResizeTextarea();
     cmdInput.focus();
diff --git a/demo/server.py b/demo/server.py
index c4a506e..1c265cd 100644
--- a/demo/server.py
+++ b/demo/server.py
@@ -220,6 +220,10 @@ class DemoHandler(http.server.BaseHTTPRequestHandler):
         tmp = None
         proc = None
         try:
+            # 注入 UTF-8 编码设置：避免 PowerShell 默认 GBK 解码含中文 JSON 导致
+            # ConvertFrom-Json 报 ArgumentException。对已有该设置的命令重复无害。
+            command = "[Console]::OutputEncoding = [System.Text.Encoding]::UTF8\n" + command
+
             tmp = tempfile.NamedTemporaryFile(
                 mode="w", suffix=".ps1", delete=False, encoding="utf-8-sig"
             )
diff --git a/doc/dashboard.html b/doc/dashboard.html
index 7e5dc42..11e3376 100644
--- a/doc/dashboard.html
+++ b/doc/dashboard.html
@@ -2,63 +2,428 @@
 <html lang="zh-CN">
 <head>
 <meta charset="UTF-8">
-<meta name="viewport" content="width=device-width,initial-scale=1">
-<title>gitlink-cli 功能全景</title>
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>gitlink-cli · 功能全景</title>
 <style>
-*{margin:0;padding:0;box-sizing:border-box}
-body{font-family:-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,sans-serif;background:#0d1117;color:#c9d1d9;line-height:1.6}
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-.sb input{width:100%;padding:10px 16px;border-radius:8px;border:1px solid #30363d;background:#161b22;color:#c9d1d9;font-size:14px;outline:none}
-.sb input:focus{border-color:#58a6ff}
-.sb input::placeholder{color:#484f58}
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-.sb{display:none;padding:0 14px 12px;background:#0d1117}
-.sb.sh{display:block}
-.sb pre{background:#161b22;border:1px solid #21262d;border-radius:6px;padding:12px;margin-top:8px;overflow-x:auto;font-size:13px;line-height:1.5}
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-.b{font-size:11px;padding:1px 8px;border-radius:10px;white-space:nowrap}
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-.h{display:none!important}
-.ft{text-align:center;padding:24px;color:#484f58;font-size:12px;border-top:1px solid #21262d;margin-top:32px}
+: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;
+}
+
+/* ── 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); }
+
+/* ── 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;
+}
+
+/* ── 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)); }
+
+/* ── 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; }
+
+/* ── 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;
+}
+
+/* ── 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; }
+
+/* ── Footer ── */
+.footer {
+  text-align: center; padding: 20px; color: var(--text-muted);
+  font-size: 0.78rem; border-top: 1px solid var(--border);
+}
+
+/* ── Responsive ── */
+@media (max-width: 768px) {
+  .header { padding: 18px 16px 14px; }
+  .container { padding: 16px; }
+  .grid { grid-template-columns: 1fr; }
+  .shortcut .cmd { min-width: 100px; }
+}
 </style>
 </head>
 <body>
-<div class="hd">
-<h1>gitlink-cli 功能全景</h1>
-<p>所有 Shortcuts 分类展示 · 点击分类展开 · 点击命令查看示例</p>
-<div class="st"><div><div class="sn">14</div><div class="sl">分类</div></div><div><div class="sn">69</div><div class="sl">Shortcuts</div></div></div>
-</div>
-<div class="sb"><input type="text" id="q" placeholder="搜索命令或描述..."></div>
-<div class="w"><div class="c"><div class="ch" onclick="tc(this)"><span class="ci">📦</span><span class="cn">仓库管理</span><span class="cc">8 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="repo +list" data-d="仓库列表"><div class="sh" onclick="ts(this)"><span class="sc">repo +list</span><span class="b bn">公开</span><span class="sd">仓库列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli repo +list --user zhangsan</code></pre></div></div><div class="s" data-c="repo +info" data-d="仓库详情"><div class="sh" onclick="ts(this)"><span class="sc">repo +info</span><span class="b bn">公开</span><span class="sd">仓库详情</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli repo +info --owner Gitlink --repo forgeplus</code></pre></div></div><div class="s" data-c="repo +create" data-d="创建仓库"><div class="sh" onclick="ts(this)"><span class="sc">repo +create</span><span class="b by">需认证</span><span class="sd">创建仓库</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli repo +create --name my-project --description "项目描述"</code></pre></div></div><div class="s" data-c="repo +fork" data-d="fork 仓库"><div class="sh" onclick="ts(this)"><span class="sc">repo +fork</span><span class="b by">需认证</span><span class="sd">Fork 仓库</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli repo +fork --owner Gitlink --repo forgeplus</code></pre></div></div><div class="s" data-c="repo +delete" data-d="删除仓库（不可逆）"><div class="sh" onclick="ts(this)"><span class="sc">repo +delete</span><span class="b by">需认证</span><span class="sd">删除仓库（不可逆）</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli repo +delete --owner myuser --repo old-project</code></pre></div></div><div class="s" data-c="repo +batch-create" data-d="批量创建仓库"><div class="sh" onclick="ts(this)"><span class="sc">repo +batch-create</span><span class="b by">需认证</span><span class="sd">批量创建仓库</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli repo +batch-create --from repos.csv</code></pre></div></div><div class="s" data-c="repo +batch-update" data-d="批量更新仓库"><div class="sh" onclick="ts(this)"><span class="sc">repo +batch-update</span><span class="b by">需认证</span><span class="sd">批量更新仓库</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli repo +batch-update --from updates.csv</code></pre></div></div><div class="s" data-c="repo +add-member" data-d="添加仓库成员"><div class="sh" onclick="ts(this)"><span class="sc">repo +add-member</span><span class="b by">需认证</span><span class="sd">添加仓库成员</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli repo +add-member --owner myuser --repo myrepo --user newmember --role developer</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">🌿</span><span class="cn">分支管理</span><span class="cc">5 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="branch +list" data-d="分支列表"><div class="sh" onclick="ts(this)"><span class="sc">branch +list</span><span class="b bn">公开</span><span class="sd">分支列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli branch +list --owner Gitlink --repo forgeplus</code></pre></div></div><div class="s" data-c="branch +create" data-d="创建分支"><div class="sh" onclick="ts(this)"><span class="sc">branch +create</span><span class="b by">需认证</span><span class="sd">创建分支</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli branch +create --name feature/new-feature</code></pre></div></div><div class="s" data-c="branch +delete" data-d="删除分支（不可逆）"><div class="sh" onclick="ts(this)"><span class="sc">branch +delete</span><span class="b by">需认证</span><span class="sd">删除分支（不可逆）</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli branch +delete --name feature/old-feature</code></pre></div></div><div class="s" data-c="branch +protect" data-d="保护分支"><div class="sh" onclick="ts(this)"><span class="sc">branch +protect</span><span class="b by">需认证</span><span class="sd">保护分支</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli branch +protect --name main</code></pre></div></div><div class="s" data-c="branch +unprotect" data-d="取消保护"><div class="sh" onclick="ts(this)"><span class="sc">branch +unprotect</span><span class="b by">需认证</span><span class="sd">取消保护</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli branch +unprotect --name main</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">🐛</span><span class="cn">Issue 管理</span><span class="cc">7 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="issue +list" data-d="issue 列表"><div class="sh" onclick="ts(this)"><span class="sc">issue +list</span><span class="b bn">公开</span><span class="sd">Issue 列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli issue +list --owner Gitlink --repo forgeplus --state open</code></pre></div></div><div class="s" data-c="issue +view" data-d="issue 详情"><div class="sh" onclick="ts(this)"><span class="sc">issue +view</span><span class="b bn">公开</span><span class="sd">Issue 详情</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli issue +view --owner Gitlink --repo forgeplus --number 4</code></pre></div></div><div class="s" data-c="issue +create" data-d="创建 issue"><div class="sh" onclick="ts(this)"><span class="sc">issue +create</span><span class="b by">需认证</span><span class="sd">创建 Issue</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli issue +create --owner myuser --repo myrepo --title "Bug: 登录失败" --body "复现步骤"</code></pre></div></div><div class="s" data-c="issue +update" data-d="更新 issue"><div class="sh" onclick="ts(this)"><span class="sc">issue +update</span><span class="b by">需认证</span><span class="sd">更新 Issue</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli issue +update --number 4 --title "新标题" --body "更新描述"</code></pre></div></div><div class="s" data-c="issue +close" data-d="关闭 issue"><div class="sh" onclick="ts(this)"><span class="sc">issue +close</span><span class="b by">需认证</span><span class="sd">关闭 Issue</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli issue +close --number 4</code></pre></div></div><div class="s" data-c="issue +batch-close" data-d="批量关闭 issue"><div class="sh" onclick="ts(this)"><span class="sc">issue +batch-close</span><span class="b by">需认证</span><span class="sd">批量关闭 Issue</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli issue +batch-close --numbers 123,124 --dry-run</code></pre></div></div><div class="s" data-c="issue +comment" data-d="添加评论"><div class="sh" onclick="ts(this)"><span class="sc">issue +comment</span><span class="b by">需认证</span><span class="sd">添加评论</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli issue +comment --number 4 --body "已修复"</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">🔀</span><span class="cn">Pull Request</span><span class="cc">9 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="pr +list" data-d="pr 列表"><div class="sh" onclick="ts(this)"><span class="sc">pr +list</span><span class="b bn">公开</span><span class="sd">PR 列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli pr +list --owner Gitlink --repo forgeplus --state open</code></pre></div></div><div class="s" data-c="pr +view" data-d="pr 详情"><div class="sh" onclick="ts(this)"><span class="sc">pr +view</span><span class="b bn">公开</span><span class="sd">PR 详情</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli pr +view --id 3</code></pre></div></div><div class="s" data-c="pr +create" data-d="创建 pr"><div class="sh" onclick="ts(this)"><span class="sc">pr +create</span><span class="b by">需认证</span><span class="sd">创建 PR</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli pr +create --title "feat: 新功能" --head feature/x --base master</code></pre></div></div><div class="s" data-c="pr +merge" data-d="合并 pr"><div class="sh" onclick="ts(this)"><span class="sc">pr +merge</span><span class="b by">需认证</span><span class="sd">合并 PR</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli pr +merge --id 3 --method squash</code></pre></div></div><div class="s" data-c="pr +close" data-d="关闭 pr"><div class="sh" onclick="ts(this)"><span class="sc">pr +close</span><span class="b by">需认证</span><span class="sd">关闭 PR</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli pr +close --id 3</code></pre></div></div><div class="s" data-c="pr +files" data-d="变更文件列表"><div class="sh" onclick="ts(this)"><span class="sc">pr +files</span><span class="b bn">公开</span><span class="sd">变更文件列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli pr +files --id 3</code></pre></div></div><div class="s" data-c="pr +diff" data-d="查看提交列表"><div class="sh" onclick="ts(this)"><span class="sc">pr +diff</span><span class="b bn">公开</span><span class="sd">查看提交列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli pr +diff --id 3</code></pre></div></div><div class="s" data-c="pr +comment" data-d="pr 评论"><div class="sh" onclick="ts(this)"><span class="sc">pr +comment</span><span class="b by">需认证</span><span class="sd">PR 评论</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli pr +comment --id 3 --body "LGTM"</code></pre></div></div><div class="s" data-c="pr +review" data-d="代码审查"><div class="sh" onclick="ts(this)"><span class="sc">pr +review</span><span class="b by">需认证</span><span class="sd">代码审查</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli pr +review --id 3 --event COMMENT --body "整体 LGTM"</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">🚀</span><span class="cn">版本发布</span><span class="cc">4 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="release +list" data-d="发布列表"><div class="sh" onclick="ts(this)"><span class="sc">release +list</span><span class="b bn">公开</span><span class="sd">发布列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli release +list --owner Gitlink --repo forgeplus</code></pre></div></div><div class="s" data-c="release +view" data-d="发布详情"><div class="sh" onclick="ts(this)"><span class="sc">release +view</span><span class="b bn">公开</span><span class="sd">发布详情</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli release +view --id &lt;version_id&gt;</code></pre></div></div><div class="s" data-c="release +create" data-d="创建发布"><div class="sh" onclick="ts(this)"><span class="sc">release +create</span><span class="b by">需认证</span><span class="sd">创建发布</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli release +create --tag v1.0.0 --name "v1.0.0" --target master</code></pre></div></div><div class="s" data-c="release +delete" data-d="删除发布（不可逆）"><div class="sh" onclick="ts(this)"><span class="sc">release +delete</span><span class="b by">需认证</span><span class="sd">删除发布（不可逆）</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli release +delete --id &lt;version_id&gt;</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">📖</span><span class="cn">Wiki 管理</span><span class="cc">5 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="wiki +list" data-d="wiki 页面列表"><div class="sh" onclick="ts(this)"><span class="sc">wiki +list</span><span class="b bn">公开</span><span class="sd">Wiki 页面列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli wiki +list --owner Gitlink --repo forgeplus</code></pre></div></div><div class="s" data-c="wiki +view" data-d="查看页面内容"><div class="sh" onclick="ts(this)"><span class="sc">wiki +view</span><span class="b bn">公开</span><span class="sd">查看页面内容</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli wiki +view --owner Gitlink --repo forgeplus --title "Home"</code></pre></div></div><div class="s" data-c="wiki +create" data-d="创建页面"><div class="sh" onclick="ts(this)"><span class="sc">wiki +create</span><span class="b by">需认证</span><span class="sd">创建页面</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli wiki +create --owner myuser --repo myrepo --title "API 文档" --file ./api.md</code></pre></div></div><div class="s" data-c="wiki +update" data-d="更新页面"><div class="sh" onclick="ts(this)"><span class="sc">wiki +update</span><span class="b by">需认证</span><span class="sd">更新页面</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli wiki +update --owner myuser --repo myrepo --title "设计文档" --add "新内容"</code></pre></div></div><div class="s" data-c="wiki +delete" data-d="删除页面"><div class="sh" onclick="ts(this)"><span class="sc">wiki +delete</span><span class="b by">需认证</span><span class="sd">删除页面</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli wiki +delete --owner myuser --repo myrepo --title "废弃页面"</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">⚙️</span><span class="cn">CI/CD</span><span class="cc">4 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="ci +builds" data-d="构建列表"><div class="sh" onclick="ts(this)"><span class="sc">ci +builds</span><span class="b by">需认证</span><span class="sd">构建列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli ci +builds --owner myuser --repo myrepo</code></pre></div></div><div class="s" data-c="ci +logs" data-d="构建日志"><div class="sh" onclick="ts(this)"><span class="sc">ci +logs</span><span class="b by">需认证</span><span class="sd">构建日志</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli ci +logs --build 42 --stage 1 --step 1</code></pre></div></div><div class="s" data-c="ci +restart" data-d="重启构建"><div class="sh" onclick="ts(this)"><span class="sc">ci +restart</span><span class="b by">需认证</span><span class="sd">重启构建</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli ci +restart --build 42</code></pre></div></div><div class="s" data-c="ci +stop" data-d="停止构建"><div class="sh" onclick="ts(this)"><span class="sc">ci +stop</span><span class="b by">需认证</span><span class="sd">停止构建</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli ci +stop --build 42</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">🔔</span><span class="cn">Webhook</span><span class="cc">7 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="webhook +list" data-d="webhook 列表"><div class="sh" onclick="ts(this)"><span class="sc">webhook +list</span><span class="b by">需认证</span><span class="sd">Webhook 列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli webhook +list --owner myuser --repo myrepo</code></pre></div></div><div class="s" data-c="webhook +info" data-d="webhook 详情"><div class="sh" onclick="ts(this)"><span class="sc">webhook +info</span><span class="b by">需认证</span><span class="sd">Webhook 详情</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli webhook +info --owner myuser --repo myrepo --id 123</code></pre></div></div><div class="s" data-c="webhook +events" data-d="支持的事件类型"><div class="sh" onclick="ts(this)"><span class="sc">webhook +events</span><span class="b bn">公开</span><span class="sd">支持的事件类型</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli webhook +events</code></pre></div></div><div class="s" data-c="webhook +create" data-d="创建 webhook"><div class="sh" onclick="ts(this)"><span class="sc">webhook +create</span><span class="b by">需认证</span><span class="sd">创建 Webhook</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli webhook +create --url https://example.com/hook --events push</code></pre></div></div><div class="s" data-c="webhook +update" data-d="更新 webhook"><div class="sh" onclick="ts(this)"><span class="sc">webhook +update</span><span class="b by">需认证</span><span class="sd">更新 Webhook</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli webhook +update --id 123 --events push,pull_request</code></pre></div></div><div class="s" data-c="webhook +test" data-d="测试 webhook"><div class="sh" onclick="ts(this)"><span class="sc">webhook +test</span><span class="b by">需认证</span><span class="sd">测试 Webhook</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli webhook +test --id 123 --event push</code></pre></div></div><div class="s" data-c="webhook +delete" data-d="删除 webhook"><div class="sh" onclick="ts(this)"><span class="sc">webhook +delete</span><span class="b by">需认证</span><span class="sd">删除 Webhook</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli webhook +delete --id 123</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">🏢</span><span class="cn">组织管理</span><span class="cc">5 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="org +list" data-d="组织列表"><div class="sh" onclick="ts(this)"><span class="sc">org +list</span><span class="b bn">公开</span><span class="sd">组织列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli org +list</code></pre></div></div><div class="s" data-c="org +info" data-d="组织详情"><div class="sh" onclick="ts(this)"><span class="sc">org +info</span><span class="b bn">公开</span><span class="sd">组织详情</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli org +info --id Gitlink</code></pre></div></div><div class="s" data-c="org +members" data-d="成员列表"><div class="sh" onclick="ts(this)"><span class="sc">org +members</span><span class="b bn">公开</span><span class="sd">成员列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli org +members --id Gitlink</code></pre></div></div><div class="s" data-c="org +create" data-d="创建组织"><div class="sh" onclick="ts(this)"><span class="sc">org +create</span><span class="b by">需认证</span><span class="sd">创建组织</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli org +create --name my-org --description "我的组织"</code></pre></div></div><div class="s" data-c="org +batch-add" data-d="批量添加成员"><div class="sh" onclick="ts(this)"><span class="sc">org +batch-add</span><span class="b by">需认证</span><span class="sd">批量添加成员</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli org +batch-add --id my-org --users "user1,user2"</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">👤</span><span class="cn">用户与搜索</span><span class="cc">4 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="user +me" data-d="当前登录用户"><div class="sh" onclick="ts(this)"><span class="sc">user +me</span><span class="b by">需认证</span><span class="sd">当前登录用户</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli user +me</code></pre></div></div><div class="s" data-c="user +info" data-d="用户详情"><div class="sh" onclick="ts(this)"><span class="sc">user +info</span><span class="b bn">公开</span><span class="sd">用户详情</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli user +info --login zhangsan</code></pre></div></div><div class="s" data-c="search +repos" data-d="搜索仓库"><div class="sh" onclick="ts(this)"><span class="sc">search +repos</span><span class="b bn">公开</span><span class="sd">搜索仓库</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli search +repos --keyword "machine learning"</code></pre></div></div><div class="s" data-c="search +users" data-d="搜索用户"><div class="sh" onclick="ts(this)"><span class="sc">search +users</span><span class="b bn">公开</span><span class="sd">搜索用户</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli search +users --keyword "zhangsan"</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">🛡️</span><span class="cn">安全与合规</span><span class="cc">6 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="compliance +scan" data-d="全量扫描"><div class="sh" onclick="ts(this)"><span class="sc">compliance +scan</span><span class="b bn">公开</span><span class="sd">全量扫描</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli compliance +scan</code></pre></div></div><div class="s" data-c="compliance +license" data-d="许可证合规检查"><div class="sh" onclick="ts(this)"><span class="sc">compliance +license</span><span class="b bn">公开</span><span class="sd">许可证合规检查</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli compliance +license</code></pre></div></div><div class="s" data-c="compliance +deps" data-d="依赖许可证检查"><div class="sh" onclick="ts(this)"><span class="sc">compliance +deps</span><span class="b bn">公开</span><span class="sd">依赖许可证检查</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli compliance +deps</code></pre></div></div><div class="s" data-c="compliance +secrets" data-d="敏感信息扫描"><div class="sh" onclick="ts(this)"><span class="sc">compliance +secrets</span><span class="b bn">公开</span><span class="sd">敏感信息扫描</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli compliance +secrets</code></pre></div></div><div class="s" data-c="compliance +exposure" data-d="pii 与暴露面扫描"><div class="sh" onclick="ts(this)"><span class="sc">compliance +exposure</span><span class="b bn">公开</span><span class="sd">PII 与暴露面扫描</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli compliance +exposure</code></pre></div></div><div class="s" data-c="compliance +vocab" data-d="敏感词汇扫描"><div class="sh" onclick="ts(this)"><span class="sc">compliance +vocab</span><span class="b bn">公开</span><span class="sd">敏感词汇扫描</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli compliance +vocab</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">👋</span><span class="cn">新人引导</span><span class="cc">1 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="onboard +welcome" data-d="添加引导评论"><div class="sh" onclick="ts(this)"><span class="sc">onboard +welcome</span><span class="b by">需认证</span><span class="sd">添加引导评论</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli onboard +welcome --issues "3,7,15"</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">👥</span><span class="cn">团队管理</span><span class="cc">3 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="team +list" data-d="团队列表"><div class="sh" onclick="ts(this)"><span class="sc">team +list</span><span class="b bn">公开</span><span class="sd">团队列表</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli team +list --org my-org</code></pre></div></div><div class="s" data-c="team +create" data-d="创建团队"><div class="sh" onclick="ts(this)"><span class="sc">team +create</span><span class="b by">需认证</span><span class="sd">创建团队</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli team +create --org my-org --name dev-team</code></pre></div></div><div class="s" data-c="team +add-member" data-d="添加成员"><div class="sh" onclick="ts(this)"><span class="sc">team +add-member</span><span class="b by">需认证</span><span class="sd">添加成员</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli team +add-member --org my-org --team dev-team --user newmember</code></pre></div></div></div></div> <div class="c"><div class="ch" onclick="tc(this)"><span class="ci">📊</span><span class="cn">贡献报告</span><span class="cc">1 个命令</span><span class="ca">▶</span></div><div class="cb"><div class="s" data-c="contrib +report" data-d="贡献统计报告"><div class="sh" onclick="ts(this)"><span class="sc">contrib +report</span><span class="b bn">公开</span><span class="sd">贡献统计报告</span><span class="sa">▶</span></div><div class="sb"><pre><code>gitlink-cli contrib +report --owner myuser --repo myrepo</code></pre></div></div></div></div></div>
-<div class="ft">生成时间: 2026-06-23 15:54 · 运行 /code-insight 重新生成</div>
+
+<!-- ═══ HEADER ═══ -->
+<header class="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>
+    <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>
+    </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>
+</main>
+
+<footer class="footer">
+  🤖 由 gitlink-code-insight skill 生成 · 数据来源：gitlink-cli v1.x Shortcuts
+</footer>
+
 <script>
-function tc(h){h.classList.toggle("on");h.nextElementSibling.classList.toggle("sh")}
-function ts(h){h.classList.toggle("on");h.nextElementSibling.classList.toggle("sh")}
-document.getElementById("q").addEventListener("input",function(v){var q=v.target.value.toLowerCase();document.querySelectorAll(".s").forEach(function(e){e.classList.toggle("h",!(q===""||e.dataset.c.includes(q)||e.dataset.d.includes(q)))});document.querySelectorAll(".c").forEach(function(c){var n=c.querySelectorAll(".s:not(.h)").length;c.classList.toggle("h",n===0);var t=c.querySelector(".cc");t.textContent?q?n+" 个匹配":c.querySelectorAll(".s").length+" 个命令":c.querySelectorAll(".s").length+" 个命令"})})
+// ── 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" },
+    ]
+  },
+];
+
+// ── Build UI ──
+const grid = document.getElementById('grid');
+const empty = document.getElementById('empty');
+const search = document.getElementById('search');
+
+function escHtml(s) {
+  return s.replace(/&/g,'&amp;').replace(/</g,'&lt;').replace(/>/g,'&gt;');
+}
+
+function buildCard(cat) {
+  const card = document.createElement('div');
+  card.className = 'card visible';
+  card.dataset.key = cat.key;
+
+  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'); });
+
+  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);
+  });
+
+  card.appendChild(header);
+  card.appendChild(body);
+  return card;
+}
+
+// Render all cards
+categories.forEach(function(cat) { grid.appendChild(buildCard(cat)); });
+
+// ── 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'); }
+});
+
+// ── 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;
+})();
 </script>
 </body>
-</html>
\ No newline at end of file
+</html>
diff --git a/workflows/01-community-ops.ps1 b/workflows/01-community-ops.ps1
index 3e5c5c0..4ced467 100644
--- a/workflows/01-community-ops.ps1
+++ b/workflows/01-community-ops.ps1
@@ -3,7 +3,6 @@
 # Flow: 收集周期数据 → 10类关键词分类 → 生成 Release Notes + 社区周报
 # 遵循 gitlink-changelog skill 的收集→分类→发布流程
 # 条目格式: - 描述 (#编号) (@作者) [分类]
-=======
 
 # ----------------------------------------------------------------
 #Requires -Version 5.1
@@ -18,11 +17,10 @@ param(
 )
 
 $ErrorActionPreference = "Stop"
-Import-Module "$PSScriptRoot/lib/common.psm1" -Force
+Import-Module "$PSScriptRoot/lib/common.psm1" -Force -WarningAction SilentlyContinue
 
 if ($Help) {
     Write-Host "Usage: powershell 01-community-ops.ps1 [-Owner O] [-Repo R] [-PeriodHours N] [-ReleaseVersion TAG] [-DryRun]"
-=======
     exit 0
 }
 
@@ -34,7 +32,6 @@ $Owner = $r.Owner; $Repo = $r.Repo
 # Phase 1: 时间窗口和基线
 # ================================================================
 Log-Title "Phase 1: Time Window"
-=======
 
 
 $periodStart = (Get-Date).AddHours(-$PeriodHours)
@@ -52,7 +49,6 @@ if ($releasesJson) {
         $releases = if ($relData.releases) { @($relData.releases) } elseif ($relData -is [array]) { @($relData) } else { @() }
         if ($releases.Count -gt 0) {
             $prevTag = if ($releases[0].tag_name) { $releases[0].tag_name } else { "" }
-=======
 
         }
     } catch {}
@@ -95,7 +91,6 @@ if ($prevTag -ne "initial") {
 }
 Log-Ok "Commits: $commitCount"
 
-<<<<<<< HEAD
 # -- Merged PRs --
 Log-Step "Collecting merged PRs..."
 $prItems = @()
@@ -151,7 +146,6 @@ foreach ($state in @("open","closed")) {
             if (-not $inPeriod -and $closed) { try { if (([DateTime]$closed) -ge $periodStart) { $inPeriod = $true } } catch {} }
             if (-not $inPeriod) { continue }
 
-<<<<<<< HEAD
             $line = "- $title (#$num) (@$author)"
             if ($stateName -match "关闭|closed") { $line += " [已关闭]" }
 
@@ -191,140 +185,15 @@ $featSection = if ($featLines.Count -gt 0) { ($featLines -join "`n") } else { "_
 $docSection = if ($docLines.Count -gt 0) { ($docLines -join "`n") } else { "_无_" }
 $otherSection = if ($otherLines.Count -gt 0) { ($otherLines -join "`n") } else { "_无_" }
 Log-Ok "Issues in period: $issCount"
-=======
-$closedJson = Invoke-GL "issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "closed", "--limit", "100"
-$closedCount = if ($closedJson) { @($closedJson.data.issues).Count } else { 0 }
-
-$mergedJson = Invoke-GL "pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "merged", "--limit", "100"
-$mergedData = @()
-$mergedCount = 0
-if ($mergedJson) {
-    $d = $mergedJson.data
-    if ($d.issues) { $mergedData = @($d.issues) }
-    elseif ($d.pulls) { $mergedData = @($d.pulls) }
-    elseif ($d -is [array]) { $mergedData = $d }
-    $mergedCount = $mergedData.Count
-}
->>>>>>> master
 
 # -- 贡献者汇总 --
 $allContribs = @($prContributors.Keys; $issContributors.Keys) | Select-Object -Unique | Sort-Object
 $contribText = if ($allContribs.Count -gt 0) { ($allContribs | ForEach-Object { "- @$_" }) -join "`n" } else { "(无活跃贡献者)" }
 
-<<<<<<< HEAD
 # ================================================================
 # Phase 3: 生成 Release Notes (changelog skill 模板)
 # ================================================================
 Log-Title "Phase 3: Generate Release Notes"
-=======
-$reportTitle = "Community Weekly Report: $weekStart ~ $weekEnd"
-$reportBody = "# $reportTitle" + "`n`n"
-$reportBody += "## 概览" + "`n"
-$reportBody += "- 仓库: **$Owner/$Repo**" + "`n"
-$reportBody += "- 当前开放 Issue: **$newIssuesCount**" + "`n"
-$reportBody += "- 已关闭 Issue: **$closedCount**" + "`n"
-$reportBody += "- 已合并 PR: **$mergedCount**" + "`n`n"
-
-# 分类汇总
-$reportBody += "## Issue 分类汇总" + "`n"
-$reportBody += "| 类型 | 数量 |" + "`n"
-$reportBody += "|------|------|" + "`n"
-$reportBody += "| Bug | $($BugIds.Count) |" + "`n"
-$reportBody += "| Feature | $($FeatureIds.Count) |" + "`n"
-$reportBody += "| Question | $($QuestionIds.Count) |" + "`n"
-$reportBody += "| Docs | $($DocsIds.Count) |" + "`n`n"
-
-# 开放 Issue 清单（含分类标记）
-$reportBody += "## 当前开放 Issue 清单" + "`n"
-$reportBody += "| # | 标题 | 分类 | 创建时间 |" + "`n"
-$reportBody += "|---|------|------|----------|" + "`n"
-foreach ($issue in $issues) {
-    $id = $issue.id
-    $title = if ($issue.subject) { $issue.subject } elseif ($issue.title) { $issue.title } else { "-" }
-    $title = ($title -replace '\|', '\\|')
-    $cat = if ($BugIds -contains $id) { "Bug" }
-           elseif ($FeatureIds -contains $id) { "Feature" }
-           elseif ($QuestionIds -contains $id) { "Question" }
-           elseif ($DocsIds -contains $id) { "Docs" }
-           else { "-" }
-    $created = if ($issue.created_at) { $issue.created_at } else { "-" }
-    $reportBody += "| #$id | $title | $cat | $created |" + "`n"
-}
-$reportBody += "`n"
-
-# 已关闭 Issue 清单
-$reportBody += "## 近期已关闭 Issue" + "`n"
-if ($closedCount -gt 0) {
-    $closedIssues = @($closedJson.data.issues)
-    $closedLimit = [Math]::Min($closedCount, 15)
-    $reportBody += "| # | 标题 |" + "`n"
-    $reportBody += "|---|------|" + "`n"
-    for ($i = 0; $i -lt $closedLimit; $i++) {
-        $it = $closedIssues[$i]
-        $cid = if ($it.id) { $it.id } elseif ($it.number) { $it.number } else { "-" }
-        $ctitle = if ($it.subject) { $it.subject } elseif ($it.title) { $it.title } else { "-" }
-        $ctitle = ($ctitle -replace '\|', '\\|')
-        $reportBody += "| #$cid | $ctitle |" + "`n"
-    }
-    if ($closedCount -gt $closedLimit) {
-        $reportBody += "| ... | 还有 $($closedCount - $closedLimit) 条 |`n"
-    }
-} else {
-    $reportBody += "_本周无关闭记录_" + "`n"
-}
-$reportBody += "`n"
-
-# 已合并 PR 清单（含作者）
-$reportBody += "## 近期已合并 PR" + "`n"
-if ($mergedCount -gt 0) {
-    $prLimit = [Math]::Min($mergedCount, 15)
-    $reportBody += "| # | 标题 | 作者 |" + "`n"
-    $reportBody += "|---|------|------|" + "`n"
-    for ($i = 0; $i -lt $prLimit; $i++) {
-        $pr = $mergedData[$i]
-        $prId = if ($pr.id) { $pr.id } elseif ($pr.number) { $pr.number } else { "-" }
-        $ptitle = if ($pr.subject) { $pr.subject } elseif ($pr.title) { $pr.title } else { "-" }
-        $ptitle = ($ptitle -replace '\|', '\\|')
-        $pauthor = if ($pr.author -and $pr.author.login) { $pr.author.login } elseif ($pr.user -and $pr.user.login) { $pr.user.login } else { "-" }
-        $reportBody += "| #$prId | $ptitle | @$pauthor |" + "`n"
-    }
-    if ($mergedCount -gt $prLimit) {
-        $reportBody += "| ... | 还有 $($mergedCount - $prLimit) 条合并 PR |`n"
-    }
-} else {
-    $reportBody += "_本周无合并记录_" + "`n"
-}
-$reportBody += "`n"
-
-# 贡献者排行（按合并 PR 数）
-$reportBody += "## 贡献者排行（按合并 PR 数）" + "`n"
-if ($mergedCount -gt 0) {
-    $contributorMap = @{}
-    foreach ($pr in $mergedData) {
-        $login = if ($pr.author -and $pr.author.login) { $pr.author.login } elseif ($pr.user -and $pr.user.login) { $pr.user.login } else { $null }
-        if ($login) {
-            if ($contributorMap.ContainsKey($login)) { $contributorMap[$login]++ }
-            else { $contributorMap[$login] = 1 }
-        }
-    }
-    $reportBody += "| 排名 | 贡献者 | 合并 PR 数 |" + "`n"
-    $reportBody += "|------|--------|------------|" + "`n"
-    $rank = 1
-    foreach ($kv in ($contributorMap.GetEnumerator() | Sort-Object Value -Descending)) {
-        $reportBody += "| $rank | @$($kv.Name) | $($kv.Value) |" + "`n"
-        $rank++
-    }
-} else {
-    $reportBody += "_本周无合并记录_" + "`n"
-}
-$reportBody += "`n"
-
-$reportBody += "## 本周自动化执行" + "`n"
-$reportBody += "- 自动分类并打标 Issue: **$totalClassified** 条" + "`n"
-$reportBody += "- 已为 Bug/Feature 类 Issue 指派负责人" + "`n`n"
-$reportBody += "---" + "`n"
-$reportBody += "*Auto-generated by gitlink-cli community-ops workflow*"
->>>>>>> master
 
 $releaseBody = @"
 # 🎉 Release $newVersion
@@ -364,7 +233,6 @@ $contribText
 Write-Host $releaseBody
 Write-Host ""
 
-<<<<<<< HEAD
 # ================================================================
 # Phase 4: 发布 Release
 # ================================================================
@@ -380,30 +248,6 @@ if ($DryRun) {
         Log-Info "View: https://www.gitlink.org.cn/$Owner/$Repo/releases"
     } else {
         Log-Warn "Release may have failed (tag might exist)"
-=======
-Log-Step "Publishing weekly report to Wiki..."
-$wikiResult = Invoke-GL "wiki", "+create", "--owner", $Owner, "--repo", $Repo, "--title", $reportTitle, "--content", $reportBody
-if ($wikiResult -and $wikiResult.ok) { Log-Ok "Weekly report published to Wiki" } else { Log-Warn "Wiki publish may have failed" }
-
-# ----------------------------------------------------------------
-Log-Title "Phase 4: Auto-Publish Release Notes"
-# ----------------------------------------------------------------
-
-Log-Step "Collecting recent changes for release notes..."
-
-$tagName = "weekly-$(Get-Date -Format 'yyyyMMdd')"
-$releaseName = "Weekly Release $(Get-Date -Format 'yyyy-MM-dd')"
-
-$releaseBody = "# Release Notes - $(Get-Date -Format 'yyyy-MM-dd')" + "`n`n"
-$releaseBody += "## Merged PRs ($mergedCount)"
-
-if ($mergedCount -gt 0) {
-    $limit = [Math]::Min($mergedCount, 10)
-    for ($i = 0; $i -lt $limit; $i++) {
-        $prTitle = if ($mergedData[$i].subject) { $mergedData[$i].subject } elseif ($mergedData[$i].title) { $mergedData[$i].title } else { "" }
-        $prNum = if ($mergedData[$i].id) { $mergedData[$i].id } elseif ($mergedData[$i].number) { $mergedData[$i].number } else { "" }
-        $releaseBody += "`n- #$prNum $prTitle"
->>>>>>> master
     }
 }
 
@@ -458,27 +302,9 @@ if ($DryRun) {
     }
 }
 
-<<<<<<< HEAD
 Log-Title "Complete"
 Write-Host "  Release:    $newVersion" -ForegroundColor Green
 Write-Host "  PRs merged: $prCount" -ForegroundColor Green
 Write-Host "  Issues:     $issCount" -ForegroundColor Green
 Write-Host "  Contributors: $($allContribs.Count)" -ForegroundColor Green
 Write-Host "  Wiki:       $wikiTitle" -ForegroundColor Green
-=======
-$releaseBody += "`n`n---`n*Auto-generated by gitlink-cli community-ops workflow*"
-
-Log-Step "Creating release: $tagName..."
-$releaseResult = Invoke-GL "release", "+create", "--owner", $Owner, "--repo", $Repo, "--tag", $tagName, "--name", $releaseName, "--body", $releaseBody
-if ($releaseResult -and $releaseResult.ok) { Log-Ok "Release $tagName created successfully" } else { Log-Warn "Release creation may have failed (tag might already exist)" }
-
-# ----------------------------------------------------------------
-Log-Title "Community Operations Complete"
-# ----------------------------------------------------------------
-
-Write-Host "  Issues classified: $totalClassified" -ForegroundColor Green
-Write-Host "  Closed this week:  $closedCount" -ForegroundColor Green
-Write-Host "  Merged PRs:        $mergedCount" -ForegroundColor Green
-Write-Host "  Weekly report:     Published to Wiki" -ForegroundColor Green
-Write-Host "  Release notes:     $tagName" -ForegroundColor Green
->>>>>>> master
diff --git a/workflows/01a-issue-triage.ps1 b/workflows/01a-issue-triage.ps1
index 79c4971..4ed5b04 100644
--- a/workflows/01a-issue-triage.ps1
+++ b/workflows/01a-issue-triage.ps1
@@ -9,21 +9,22 @@
 param(
     [string]$Owner = "",
     [string]$Repo = "",
-    [Parameter(Mandatory=$true)]
-    [string]$IssueNumber,
+    [string]$IssueNumber = "",
     [string]$Assignee = "",
     [switch]$DryRun,
     [switch]$Help
 )
 
 $ErrorActionPreference = "Stop"
-Import-Module "$PSScriptRoot/lib/common.psm1" -Force
+Import-Module "$PSScriptRoot/lib/common.psm1" -Force -WarningAction SilentlyContinue
 
 if ($Help) {
     Write-Host "Usage: powershell 01a-issue-triage.ps1 -IssueNumber N [-Owner OWNER] [-Repo REPO] [-Assignee USER] [-DryRun]"
     exit 0
 }
 
+if (-not $IssueNumber) { Log-Err "IssueNumber is required (use -Help for usage)"; exit 1 }
+
 Check-Auth
 $r = Resolve-OwnerRepo $Owner $Repo
 $Owner = $r.Owner; $Repo = $r.Repo
diff --git a/workflows/01a-webhook-setup.ps1 b/workflows/01a-webhook-setup.ps1
index 7d34bcf..f367870 100644
--- a/workflows/01a-webhook-setup.ps1
+++ b/workflows/01a-webhook-setup.ps1
@@ -18,8 +18,7 @@
 #Requires -Version 5.1
 
 param(
-    [Parameter(Mandatory=$true, HelpMessage="Webhook 回调 URL，GitLink 会向此 URL 推送事件")]
-    [string]$WebhookUrl,
+    [string]$WebhookUrl = "",
 
     [string]$Owner = "",
     [string]$Repo = "",
@@ -34,7 +33,7 @@ param(
 )
 
 $ErrorActionPreference = "Stop"
-Import-Module "$PSScriptRoot/lib/common.psm1" -Force
+Import-Module "$PSScriptRoot/lib/common.psm1" -Force -WarningAction SilentlyContinue
 
 if ($Help) {
     Write-Host "Usage: powershell 01a-webhook-setup.ps1 -WebhookUrl URL [-Owner OWNER] [-Repo REPO] [-Secret SECRET] [-Events EVENTS] [-DryRun]"
@@ -66,6 +65,8 @@ if ($Help) {
     exit 0
 }
 
+if (-not $WebhookUrl) { Log-Err "WebhookUrl is required (use -Help for usage)"; exit 1 }
+
 Check-Auth
 $r = Resolve-OwnerRepo $Owner $Repo
 $Owner = $r.Owner; $Repo = $r.Repo
diff --git a/workflows/03-project-init.ps1 b/workflows/03-project-init.ps1
index f9c9a50..193480b 100644
--- a/workflows/03-project-init.ps1
+++ b/workflows/03-project-init.ps1
@@ -16,10 +16,8 @@
 
 param(
     [string]$Owner = "",
-    [Parameter(Mandatory=$true)]
-    [string]$Name,
-    [Parameter(Mandatory=$true)]
-    [string]$Description,
+    [string]$Name = "",
+    [string]$Description = "",
     [string]$Lang = "go",
     [switch]$Private,
     [switch]$DryRun,
@@ -27,13 +25,16 @@ param(
 )
 
 $ErrorActionPreference = "Stop"
-Import-Module "$PSScriptRoot/lib/common.psm1" -Force
+Import-Module "$PSScriptRoot/lib/common.psm1" -Force -WarningAction SilentlyContinue
 
 if ($Help) {
     Write-Host "Usage: powershell 03-project-init.ps1 -Owner OWNER -Name REPO_NAME -Description DESC [-Lang go|python|node|java] [-Private] [-DryRun]"
     exit 0
 }
 
+if (-not $Name)  { Log-Err "Name is required (use -Help for usage)"; exit 1 }
+if (-not $Description) { Log-Err "Description is required (use -Help for usage)"; exit 1 }
+
 Check-Auth
 if (-not $Owner) {
     $detected = Detect-OwnerRepo
@@ -52,13 +53,17 @@ Divider
 
 # -- Step 1: Create Repository --
 Log-Step "Creating repository..."
-$privateStr = if ($Private) { "true" } else { "false" }
-$repoResult = Invoke-GLCheck "repo", "+create", "--owner", $Owner, "--name", $Name, "--description", $Description, "--private", $privateStr
-if ($repoResult) {
-    Log-Ok "Repository created: $Owner/$Name"
+if ($DryRun) {
+    Log-Warn "[DRY RUN] Would create repository: $Owner/$Name"
 } else {
-    Log-Err "Repository creation failed"
-    exit 1
+    $privateStr = if ($Private) { "true" } else { "false" }
+    $repoResult = Invoke-GLCheck "repo", "+create", "--owner", $Owner, "--name", $Name, "--description", $Description, "--private", $privateStr
+    if ($repoResult) {
+        Log-Ok "Repository created: $Owner/$Name"
+    } else {
+        Log-Err "Repository creation failed"
+        exit 1
+    }
 }
 
 # -- Step 2: Create README --
@@ -90,22 +95,21 @@ $readmeContent += "See [CONTRIBUTING](./CONTRIBUTING) for guidelines." + "`n`n"
 $readmeContent += "## License" + "`n`n"
 $readmeContent += "This project is licensed under the MIT License."
 
-$wikiOk = $false
-for ($attempt = 1; $attempt -le 3; $attempt++) {
-<<<<<<< HEAD
-    $wikiResult = Invoke-GL wiki,+create,--owner,$Owner,--repo,$Name,--title,"README",--content,$readmeContent
-    if ($wikiResult -and (Get-JsonOk ($wikiResult | ConvertFrom-Json))) {
-=======
-    $wikiResult = Invoke-GL "wiki", "+create", "--owner", $Owner, "--repo", $Name, "--title", "README", "--content", $readmeContent
-    if ($wikiResult -and (Get-JsonOk $wikiResult)) {
->>>>>>> master
-        Log-Ok "README created"
-        $wikiOk = $true
-        break
+if ($DryRun) {
+    Log-Warn "[DRY RUN] Would create README wiki page"
+} else {
+    $wikiOk = $false
+    for ($attempt = 1; $attempt -le 3; $attempt++) {
+        $wikiResult = Invoke-GL wiki,+create,--owner,$Owner,--repo,$Name,--title,"README",--content,$readmeContent
+        if ($wikiResult -and (Get-JsonOk ($wikiResult | ConvertFrom-Json))) {
+            Log-Ok "README created"
+            $wikiOk = $true
+            break
+        }
+        if ($attempt -lt 3) { Start-Sleep -Seconds 2 }
     }
-    if ($attempt -lt 3) { Start-Sleep -Seconds 2 }
+    if (-not $wikiOk) { Log-Warn "README wiki creation may have failed" }
 }
-if (-not $wikiOk) { Log-Warn "README wiki creation may have failed" }
 
 # -- Step 3: Create CONTRIBUTING Guide --
 Log-Step "Creating CONTRIBUTING guide..."
@@ -130,22 +134,21 @@ $contribContent += "- Use the issue tracker" + "`n"
 $contribContent += "- Include reproduction steps" + "`n"
 $contribContent += "- Include environment details"
 
-$wikiOk = $false
-for ($attempt = 1; $attempt -le 3; $attempt++) {
-<<<<<<< HEAD
-    $wikiContrib = Invoke-GL wiki,+create,--owner,$Owner,--repo,$Name,--title,"CONTRIBUTING",--content,$contribContent
-    if ($wikiContrib -and (Get-JsonOk ($wikiContrib | ConvertFrom-Json))) {
-=======
-    $wikiContrib = Invoke-GL "wiki", "+create", "--owner", $Owner, "--repo", $Name, "--title", "CONTRIBUTING", "--content", $contribContent
-    if ($wikiContrib -and (Get-JsonOk $wikiContrib)) {
->>>>>>> master
-        Log-Ok "CONTRIBUTING guide created"
-        $wikiOk = $true
-        break
+if ($DryRun) {
+    Log-Warn "[DRY RUN] Would create CONTRIBUTING wiki page"
+} else {
+    $wikiOk = $false
+    for ($attempt = 1; $attempt -le 3; $attempt++) {
+        $wikiContrib = Invoke-GL wiki,+create,--owner,$Owner,--repo,$Name,--title,"CONTRIBUTING",--content,$contribContent
+        if ($wikiContrib -and (Get-JsonOk ($wikiContrib | ConvertFrom-Json))) {
+            Log-Ok "CONTRIBUTING guide created"
+            $wikiOk = $true
+            break
+        }
+        if ($attempt -lt 3) { Start-Sleep -Seconds 2 }
     }
-    if ($attempt -lt 3) { Start-Sleep -Seconds 2 }
+    if (-not $wikiOk) { Log-Warn "CONTRIBUTING wiki creation may have failed" }
 }
-if (-not $wikiOk) { Log-Warn "CONTRIBUTING wiki creation may have failed" }
 
 # -- Step 4: Create CI Config Guide --
 Log-Step "Creating CI/CD configuration guide..."
@@ -160,12 +163,12 @@ $ciContent += "3. **Deploy**: Deploy to staging (master branch only)" + "`n`n"
 $ciContent += "### Configuration" + "`n`n"
 $ciContent += "Create a ``.gitlink-ci.yml`` file in the repository root."
 
-<<<<<<< HEAD
-Invoke-GL wiki,+create,--owner,$Owner,--repo,$Name,--title,"CI/CD Configuration",--content,$ciContent | Out-Null
-=======
-Invoke-GL "wiki", "+create", "--owner", $Owner, "--repo", $Name, "--title", "CI/CD Configuration", "--content", $ciContent | Out-Null
->>>>>>> master
-Log-Ok "CI/CD configuration guide created"
+if ($DryRun) {
+    Log-Warn "[DRY RUN] Would create CI/CD configuration wiki page"
+} else {
+    Invoke-GL wiki,+create,--owner,$Owner,--repo,$Name,--title,"CI/CD Configuration",--content,$ciContent | Out-Null
+    Log-Ok "CI/CD configuration guide created"
+}
 
 # -- Step 5: Create Initial Issues --
 Log-Step "Creating initial issues..."
@@ -178,29 +181,37 @@ $issuesToCreate = @(
     @{ Title = "Setup Dependency Management"; Body = "Configure dependency scanning and updates.`n`n## Tasks`n- [ ] Setup dependency scanner`n- [ ] Configure automatic updates`n- [ ] Add license compliance check`n- [ ] Document dependency policy"; Label = "security" }
 )
 
-foreach ($entry in $issuesToCreate) {
-    $issueResult = Invoke-GL "issue", "+create", "--owner", $Owner, "--repo", $Name, "--title", $entry.Title, "--body", $entry.Body
-    if ($issueResult) {
-        try {
-            $issueJson = $issueResult
-            $issueNum = if ($issueJson.data.id) { $issueJson.data.id } elseif ($issueJson.data.number) { $issueJson.data.number } else { $null }
-            if ($issueNum) {
-                Invoke-GL "issue", "+label-add", "--owner", $Owner, "--repo", $Name, "--number", $issueNum, "--labels", $entry.Label | Out-Null
-                Log-Ok "Issue created: #$issueNum - $($entry.Title)"
+if ($DryRun) {
+    Log-Warn "[DRY RUN] Would create 5 initial issues"
+} else {
+    foreach ($entry in $issuesToCreate) {
+        $issueResult = Invoke-GL "issue", "+create", "--owner", $Owner, "--repo", $Name, "--title", $entry.Title, "--body", $entry.Body
+        if ($issueResult) {
+            try {
+                $issueJson = $issueResult | ConvertFrom-Json
+                $issueNum = if ($issueJson.ok -and $issueJson.data.id) { $issueJson.data.id } elseif ($issueJson.ok -and $issueJson.data.number) { $issueJson.data.number } else { $null }
+                if ($issueNum) {
+                    Invoke-GL "issue", "+label-add", "--owner", $Owner, "--repo", $Name, "--number", $issueNum, "--labels", $entry.Label | Out-Null
+                    Log-Ok "Issue created: #$issueNum - $($entry.Title)"
+                }
+            } catch {
+                Log-Warn "Issue creation may have failed: $($entry.Title)"
             }
-        } catch {
-            Log-Warn "Issue creation may have failed: $($entry.Title)"
         }
     }
 }
 
 # -- Step 6: Protect Default Branch --
 Log-Step "Protecting master branch..."
-$protectResult = Invoke-GL "branch", "+protect", "--owner", $Owner, "--repo", $Name, "--name", "master"
-if ($protectResult -and (Get-JsonOk $protectResult)) {
-    Log-Ok "Branch 'master' protected"
+if ($DryRun) {
+    Log-Warn "[DRY RUN] Would protect branch 'master'"
 } else {
-    Log-Warn "Branch protection may have failed (may require admin permissions)"
+    $protectResult = Invoke-GL "branch", "+protect", "--owner", $Owner, "--repo", $Name, "--name", "master"
+    if ($protectResult -and (Get-JsonOk ($protectResult | ConvertFrom-Json))) {
+        Log-Ok "Branch 'master' protected"
+    } else {
+        Log-Warn "Branch protection may have failed (may require admin permissions)"
+    }
 }
 
 # -- Step 7: Create Initial Release --
@@ -220,11 +231,15 @@ $releaseBody += "- [ ] Complete documentation" + "`n"
 $releaseBody += "- [ ] First feature implementation" + "`n`n"
 $releaseBody += "---`n*Auto-initialized by gitlink-cli project-init workflow*"
 
-$releaseResult = Invoke-GL "release", "+create", "--owner", $Owner, "--repo", $Name, "--tag", "v0.1.0", "--name", "Initial Release", "--body", $releaseBody
-if ($releaseResult -and (Get-JsonOk $releaseResult)) {
-    Log-Ok "Release v0.1.0 created"
+if ($DryRun) {
+    Log-Warn "[DRY RUN] Would create release v0.1.0"
 } else {
-    Log-Warn "Release creation may have failed"
+    $releaseResult = Invoke-GL "release", "+create", "--owner", $Owner, "--repo", $Name, "--tag", "v0.1.0", "--name", "Initial Release", "--body", $releaseBody
+    if ($releaseResult -and (Get-JsonOk ($releaseResult | ConvertFrom-Json))) {
+        Log-Ok "Release v0.1.0 created"
+    } else {
+        Log-Warn "Release creation may have failed"
+    }
 }
 
 # ----------------------------------------------------------------
diff --git a/workflows/04-multi-repo-collab.ps1 b/workflows/04-multi-repo-collab.ps1
index 76ba43a..24753c0 100644
--- a/workflows/04-multi-repo-collab.ps1
+++ b/workflows/04-multi-repo-collab.ps1
@@ -13,8 +13,7 @@
 #Requires -Version 5.1
 
 param(
-    [Parameter(Mandatory=$true)]
-    [string]$Org,
+    [string]$Org = "",
     [string]$Repos = "",
     [string]$Release = "",
     [string]$Output = "dashboard.html",
@@ -30,6 +29,8 @@ if ($Help) {
     exit 0
 }
 
+if (-not $Org) { Log-Err "Org is required (use -Help for usage)"; exit 1 }
+
 Check-Auth
 
 # -- Step 1: List Repositories --
@@ -69,37 +70,66 @@ foreach ($repo in $repoList) {
     Divider
     Log-Step "Processing $Org/$repo..."
 
-    $issuesJson = Invoke-GL "issue", "+list", "--owner", $Org, "--repo", $repo, "--state", "open", "--limit", "50"
-    $openIssues = if ($issuesJson) { @($issuesJson.data.issues).Count } else { 0 }
+    $issuesRaw = Invoke-GL "issue", "+list", "--owner", $Org, "--repo", $repo, "--state", "open", "--limit", "50"
+    $openIssues = 0
+    if ($issuesRaw) {
+        try {
+            $issuesObj = $issuesRaw | ConvertFrom-Json
+            if ($issuesObj.ok -and $issuesObj.data.issues) {
+                $openIssues = @($issuesObj.data.issues).Count
+            }
+        } catch {}
+    }
 
-    $closedJson = Invoke-GL "issue", "+list", "--owner", $Org, "--repo", $repo, "--state", "closed", "--limit", "50"
-    $closedIssues = if ($closedJson) { @($closedJson.data.issues).Count } else { 0 }
+    $closedRaw = Invoke-GL "issue", "+list", "--owner", $Org, "--repo", $repo, "--state", "closed", "--limit", "50"
+    $closedIssues = 0
+    if ($closedRaw) {
+        try {
+            $closedObj = $closedRaw | ConvertFrom-Json
+            if ($closedObj.ok -and $closedObj.data.issues) {
+                $closedIssues = @($closedObj.data.issues).Count
+            }
+        } catch {}
+    }
 
-    $prsJson = Invoke-GL "pr", "+list", "--owner", $Org, "--repo", $repo, "--state", "open", "--limit", "50"
+    $prsRaw = Invoke-GL "pr", "+list", "--owner", $Org, "--repo", $repo, "--state", "open", "--limit", "50"
     $openPRs = 0
-    if ($prsJson) {
-        $pd = $prsJson.data
-        if ($pd.issues) { $openPRs = @($pd.issues).Count }
-        elseif ($pd.pulls) { $openPRs = @($pd.pulls).Count }
-        elseif ($pd -is [array]) { $openPRs = $pd.Count }
+    if ($prsRaw) {
+        try {
+            $prsObj = $prsRaw | ConvertFrom-Json
+            if ($prsObj.ok) {
+                if ($prsObj.data.issues) { $openPRs = @($prsObj.data.issues).Count }
+                elseif ($prsObj.data.pulls) { $openPRs = @($prsObj.data.pulls).Count }
+                elseif ($prsObj.data -is [array]) { $openPRs = $prsObj.data.Count }
+            }
+        } catch {}
     }
 
-    $mergedJson = Invoke-GL "pr", "+list", "--owner", $Org, "--repo", $repo, "--state", "merged", "--limit", "50"
+    $mergedRaw = Invoke-GL "pr", "+list", "--owner", $Org, "--repo", $repo, "--state", "merged", "--limit", "50"
     $mergedPRs = 0
-    if ($mergedJson) {
-        $md = $mergedJson.data
-        if ($md.issues) { $mergedPRs = @($md.issues).Count }
-        elseif ($md.pulls) { $mergedPRs = @($md.pulls).Count }
-        elseif ($md -is [array]) { $mergedPRs = $md.Count }
+    if ($mergedRaw) {
+        try {
+            $mergedObj = $mergedRaw | ConvertFrom-Json
+            if ($mergedObj.ok) {
+                if ($mergedObj.data.issues) { $mergedPRs = @($mergedObj.data.issues).Count }
+                elseif ($mergedObj.data.pulls) { $mergedPRs = @($mergedObj.data.pulls).Count }
+                elseif ($mergedObj.data -is [array]) { $mergedPRs = $mergedObj.data.Count }
+            }
+        } catch {}
     }
 
-    $releaseJson = Invoke-GL "release", "+list", "--owner", $Org, "--repo", $repo, "--limit", "1"
+    $releaseRaw = Invoke-GL "release", "+list", "--owner", $Org, "--repo", $repo, "--limit", "1"
     $latestRelease = "none"
-    if ($releaseJson -and $releaseJson.data.releases) {
-        $releases = @($releaseJson.data.releases)
-        if ($releases.Count -gt 0) {
-            $latestRelease = if ($releases[0].tag_name) { $releases[0].tag_name } elseif ($releases[0].name) { $releases[0].name } else { "none" }
-        }
+    if ($releaseRaw) {
+        try {
+            $releaseObj = $releaseRaw | ConvertFrom-Json
+            if ($releaseObj.ok -and $releaseObj.data.releases) {
+                $releases = @($releaseObj.data.releases)
+                if ($releases.Count -gt 0) {
+                    $latestRelease = if ($releases[0].tag_name) { $releases[0].tag_name } elseif ($releases[0].name) { $releases[0].name } else { "none" }
+                }
+            }
+        } catch {}
     }
 
     Log-Ok "$repo : Issues(open:$openIssues closed:$closedIssues) PRs(open:$openPRs merged:$mergedPRs) Release:$latestRelease"
@@ -187,7 +217,7 @@ if ($Release) {
         Log-Step "Creating release for $Org/$repo..."
         $relBody = "Coordinated release $Release for $Org/$repo"
         $relResult = Invoke-GL "release", "+create", "--owner", $Org, "--repo", $repo, "--tag", $Release, "--name", "Release $Release", "--body", $relBody
-        if ($relResult -and (Get-JsonOk $relResult)) {
+        if ($relResult -and (Get-JsonOk ($relResult | ConvertFrom-Json))) {
             Log-Ok "Release $Release created for $repo"
         } else {
             Log-Warn "Release creation failed for $repo (tag may already exist)"
diff --git a/workflows/05-contributor-growth.ps1 b/workflows/05-contributor-growth.ps1
index d4979e4..bf14d52 100644
--- a/workflows/05-contributor-growth.ps1
+++ b/workflows/05-contributor-growth.ps1
@@ -55,11 +55,11 @@ Log-Title "Contributor Growth System: $Owner/$Repo"
 Log-Step "Collecting data..."
 
 $issuesOpen = Invoke-GLCheck "issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "100"
-$issuesClosed = Invoke-GL "issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "closed", "--limit", "100"
+$issuesClosed = Invoke-GLCheck "issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "closed", "--limit", "100"
 $openCount = if ($issuesOpen) { @($issuesOpen.data.issues).Count } else { 0 }
 $closedCount = if ($issuesClosed) { @($issuesClosed.data.issues).Count } else { 0 }
 
-$prsMerged = Invoke-GL "pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "merged", "--limit", "100"
+$prsMerged = Invoke-GLCheck "pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "merged", "--limit", "100"
 $prMergedData = @()
 if ($prsMerged) {
     $pd = $prsMerged.data
@@ -69,7 +69,7 @@ if ($prsMerged) {
 }
 $prMergedCount = $prMergedData.Count
 
-$membersJson = Invoke-GL "repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "100"
+$membersJson = Invoke-GLCheck "repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "100"
 $memberData = @()
 if ($membersJson) {
     $md = $membersJson.data
@@ -119,7 +119,7 @@ for ($i = 0; $i -lt $prMergedCount; $i++) {
         $contribData[$author].Merged++
     }
     if ($i -lt $prSample -and $prId -and $author) {
-        $filesJson = Invoke-GL "pr", "+files", "--owner", $Owner, "--repo", $Repo, "--id", $prId
+        $filesJson = Invoke-GLCheck "pr", "+files", "--owner", $Owner, "--repo", $Repo, "--id", $prId
         if ($filesJson -and $filesJson.data.files) {
             foreach ($f in $filesJson.data.files) {
                 $add = if ($f.additions) { $f.additions } elseif ($f.addition) { $f.addition } else { 0 }
@@ -148,9 +148,9 @@ if ($issuesOpen) {
     for ($i = 0; $i -lt $commentSample; $i++) {
         $id = $openIssuesArr[$i].id
         if (-not $id) { continue }
-        $detail = Invoke-GL "issue", "+view", "--owner", $Owner, "--repo", $Repo, "--number", $id
-        if ($detail) {
-            $commentCount = if ($detail.data.comment_journals_count) { $detail.data.comment_journals_count } else { 0 }
+        $detailJson = Invoke-GLCheck "issue", "+view", "--owner", $Owner, "--repo", $Repo, "--number", $id
+        if ($detailJson) {
+            $commentCount = if ($detailJson.data.comment_journals_count) { $detailJson.data.comment_journals_count } else { 0 }
             if ($commentCount -gt 0) {
                 $author = $openIssuesArr[$i].author.login
                 if ($author) {
@@ -371,11 +371,27 @@ $wikiContent += $wikiRankRows + "`n"
 $wikiContent += "---" + "`n"
 $wikiContent += "*Auto-generated by gitlink-cli*"
 
-$wikiResult = Invoke-GL "wiki", "+create", "--owner", $Owner, "--repo", $Repo, "--title", $wikiTitle, "--content", $wikiContent
-if ($wikiResult -and (Get-JsonOk $wikiResult)) {
-    Log-Ok "Published to Wiki: $wikiTitle"
+$wikiResult = Invoke-GL "wiki", "+update", "--owner", $Owner, "--repo", $Repo, "--title", $wikiTitle, "--cover", $wikiContent
+if ($wikiResult -and (Get-JsonOk ($wikiResult | ConvertFrom-Json))) {
+    Log-Ok "Published to Wiki (updated): $wikiTitle"
 } else {
-    Log-Warn "Wiki publish failed"
+    Log-Info "Update failed (page may not exist), trying create..."
+    $wikiResult = Invoke-GL "wiki", "+create", "--owner", $Owner, "--repo", $Repo, "--title", $wikiTitle, "--content", $wikiContent
+    if ($wikiResult) {
+        try {
+            $wikiObj = $wikiResult | ConvertFrom-Json
+            if ($wikiObj.ok) {
+                Log-Ok "Published to Wiki (created): $wikiTitle"
+            } else {
+                $wikiErr = if ($wikiObj.error.message) { $wikiObj.error.message } elseif ($wikiObj.message) { $wikiObj.message } else { "unknown error" }
+                Log-Warn "Wiki publish failed: $wikiErr"
+            }
+        } catch {
+            Log-Warn "Wiki publish failed: non-JSON response from API"
+        }
+    } else {
+        Log-Warn "Wiki publish failed: no response from API"
+    }
 }
 
 # -- Step 7: Award Badges (optional) --
@@ -409,8 +425,8 @@ if ($Award) {
         $issueResult = Invoke-GL "issue", "+create", "--owner", $Owner, "--repo", $Repo, "--title", $issueTitle, "--body", $issueBody
         if ($issueResult) {
             try {
-                $issueJson = $issueResult
-                $issueNum = if ($issueJson.data.id) { $issueJson.data.id } elseif ($issueJson.data.number) { $issueJson.data.number } else { $null }
+                $issueJson = $issueResult | ConvertFrom-Json
+                $issueNum = if ($issueJson.ok -and $issueJson.data.id) { $issueJson.data.id } elseif ($issueJson.ok -and $issueJson.data.number) { $issueJson.data.number } else { $null }
                 if ($issueNum) {
                     Invoke-GL "issue", "+label-add", "--owner", $Owner, "--repo", $Repo, "--number", $issueNum, "--labels", "badge" | Out-Null
                     Log-Ok "Badge issue created: #$issueNum - $issueTitle ($($users.Count) recipients)"
diff --git a/workflows/academic/06-research-insights.ps1 b/workflows/academic/06-research-insights.ps1
index cdbbea1..13ab80f 100644
--- a/workflows/academic/06-research-insights.ps1
+++ b/workflows/academic/06-research-insights.ps1
@@ -33,15 +33,15 @@ Log-Info "  Name: $repoName | Lang: $repoLang | Stars: $stars"
 
 # 2. Issues
 Log-Step "2/6 Collecting Issue data..."
-$openIssuesJson = Invoke-GL @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "100")
-$closedIssuesJson = Invoke-GL @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "closed", "--limit", "100")
+$openIssuesJson = Invoke-GLCheck @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "100")
+$closedIssuesJson = Invoke-GLCheck @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "closed", "--limit", "100")
 $totalOpen = if ($openIssuesJson.ok) { $d = if ($openIssuesJson.data.issues) { $openIssuesJson.data.issues } else { $openIssuesJson.data }; @($d).Count } else { 0 }
 $totalClosed = if ($closedIssuesJson.ok) { $d = if ($closedIssuesJson.data.issues) { $closedIssuesJson.data.issues } else { $closedIssuesJson.data }; @($d).Count } else { 0 }
 
 # 3. PRs
 Log-Step "3/6 Collecting PR data..."
-$mergedPrsJson = Invoke-GL @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "merged", "--limit", "100")
-$openPrsJson = Invoke-GL @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "50")
+$mergedPrsJson = Invoke-GLCheck @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "merged", "--limit", "100")
+$openPrsJson = Invoke-GLCheck @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "50")
 $md = if ($mergedPrsJson.data.issues) { $mergedPrsJson.data.issues } elseif ($mergedPrsJson.data.pulls) { $mergedPrsJson.data.pulls } else { $mergedPrsJson.data }
 $totalMerged = if ($mergedPrsJson.ok) { @($md).Count } else { 0 }
 $od = if ($openPrsJson.data.issues) { $openPrsJson.data.issues } elseif ($openPrsJson.data.pulls) { $openPrsJson.data.pulls } else { $openPrsJson.data }
@@ -49,17 +49,17 @@ $totalOpenPrs = if ($openPrsJson.ok) { @($od).Count } else { 0 }
 
 # 4. Releases
 Log-Step "4/6 Collecting Release data..."
-$releasesJson = Invoke-GL @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
+$releasesJson = Invoke-GLCheck @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $releaseCount = if ($releasesJson.ok) { @($releasesJson.data).Count } else { 0 }
 
 # 5. CI
 Log-Step "5/6 Collecting CI data..."
-$ciJson = Invoke-GL @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
+$ciJson = Invoke-GLCheck @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $ciBuilds = if ($ciJson.ok) { @($ciJson.data).Count } else { 0 }
 
 # 6. Members
 Log-Step "6/6 Fetching contributors..."
-$membersJson = Invoke-GL @("repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "50")
+$membersJson = Invoke-GLCheck @("repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "50")
 $memberCount = if ($membersJson.ok) {
     $d = if ($membersJson.data.members) { $membersJson.data.members } else { $membersJson.data }
     if ($d -is [array]) { $d.Count } else { 0 }
@@ -118,7 +118,7 @@ Log-Step "Detecting tech stack..."
 $techStack = $repoLang
 $researchFeatures = ""
 $hasCitationCff = $false
-$subJson = try { Invoke-GL @("api", "GET", "/v1/$Owner/$Repo/sub_entries?ref=master") } catch { $null }
+$subJson = try { Invoke-GLCheck @("api", "GET", "/v1/$Owner/$Repo/sub_entries?ref=master") } catch { $null }
 if ($subJson -and $subJson.ok -and ($subJson.data -is [array])) {
     $names = @($subJson.data | ForEach-Object { if ($_.name) { $_.name } else { "" } })
     $ecosystem = @()
@@ -141,7 +141,7 @@ Log-Info "  Tech stack: $techStack"
 Log-Step "Reading README for project positioning..."
 $readmeText = ""
 try {
-    $readmeResult = Invoke-GL @("api", "GET", "raw/$Owner/$Repo/master/README.md")
+    $readmeResult = Invoke-GLCheck @("api", "GET", "raw/$Owner/$Repo/master/README.md")
     if ($readmeResult.ok) { $readmeText = if ($readmeResult.data) { $readmeResult.data } else { "" } }
 } catch { $readmeText = "" }
 
diff --git a/workflows/academic/08-research-compliance.ps1 b/workflows/academic/08-research-compliance.ps1
index bf7c312..1ffdd80 100644
--- a/workflows/academic/08-research-compliance.ps1
+++ b/workflows/academic/08-research-compliance.ps1
@@ -86,7 +86,7 @@ Log-Step "1/7 Compliance scan..."
 $cloneInfo = Ensure-LocalClone -Owner $Owner -Repo $Repo -LocalPath $LocalPath
 if ($cloneInfo.ScanPath -and (Test-Path (Join-Path $cloneInfo.ScanPath ".git"))) {
     Push-Location $cloneInfo.ScanPath
-    $compResult = Invoke-GL @("compliance", "+scan")
+    $compResult = Invoke-GLCheck @("compliance", "+scan")
     Pop-Location
     if ($cloneInfo.NeedCleanup) {
         # Git objects are read-only on Windows; strip attributes first
@@ -128,7 +128,7 @@ if ($cloneInfo.ScanPath -and (Test-Path (Join-Path $cloneInfo.ScanPath ".git")))
 # 2. README
 Log-Step "2/7 README completeness..."
 try {
-    $readmeResult = Invoke-GL @("api", "GET", "raw/$Owner/$Repo/master/README.md")
+    $readmeResult = Invoke-GLCheck @("api", "GET", "raw/$Owner/$Repo/master/README.md")
     if ($readmeResult.ok) { $readmeText = if ($null -ne $readmeResult.data) { $readmeResult.data } else { "" } } else { $readmeText = "" }
 } catch { $readmeText = "" }
 
@@ -143,7 +143,7 @@ Log-Info "  README sections: $sectionCount"
 
 # 3. Dependencies
 Log-Step "3/7 Dependency declaration..."
-$subResult = Invoke-GL @("api", "GET", "/v1/$Owner/$Repo/sub_entries?ref=master")
+$subResult = Invoke-GLCheck @("api", "GET", "/v1/$Owner/$Repo/sub_entries?ref=master")
 $depFiles = 0
 $depList = ""
 $names = @()
@@ -172,7 +172,7 @@ Log-Info "  Build score: $buildScore/3"
 
 # 5. CI
 Log-Step "5/7 CI configuration..."
-$ciResult = Invoke-GL @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "10")
+$ciResult = Invoke-GLCheck @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "10")
 $ciBuilds = if ($ciResult.ok) { @($ciResult.data).Count } else { 0 }
 $ciOk = 0
 if ($ciResult.ok) {
diff --git a/workflows/academic/10-research-progress.ps1 b/workflows/academic/10-research-progress.ps1
index 948be71..1234147 100644
--- a/workflows/academic/10-research-progress.ps1
+++ b/workflows/academic/10-research-progress.ps1
@@ -21,8 +21,8 @@ Log-Title "GitLink Research - Progress Tracking"
 
 # 1. Issues
 Log-Step "1/5 Collecting Issue data..."
-$openIssues = Invoke-GL @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "100")
-$closedIssues = Invoke-GL @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "closed", "--limit", "100")
+$openIssues = Invoke-GLCheck @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "100")
+$closedIssues = Invoke-GLCheck @("issue", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "closed", "--limit", "100")
 $oiData = if ($openIssues.data.issues) { $openIssues.data.issues } else { $openIssues.data }
 $totalOpen = if ($openIssues.ok) { @($oiData).Count } else { 0 }
 $ciData = if ($closedIssues.data.issues) { $closedIssues.data.issues } else { $closedIssues.data }
@@ -31,8 +31,8 @@ Log-Info "  Issues: $totalOpen open / $totalClosed closed"
 
 # 2. PRs
 Log-Step "2/5 Collecting PR data..."
-$mergedPrs = Invoke-GL @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "merged", "--limit", "100")
-$openPrs = Invoke-GL @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "50")
+$mergedPrs = Invoke-GLCheck @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "merged", "--limit", "100")
+$openPrs = Invoke-GLCheck @("pr", "+list", "--owner", $Owner, "--repo", $Repo, "--state", "open", "--limit", "50")
 $mData = if ($mergedPrs.data.issues) { $mergedPrs.data.issues } elseif ($mergedPrs.data.pulls) { $mergedPrs.data.pulls } else { $mergedPrs.data }
 $totalMerged = if ($mergedPrs.ok) { @($mData).Count } else { 0 }
 $opData = if ($openPrs.data.issues) { $openPrs.data.issues } elseif ($openPrs.data.pulls) { $openPrs.data.pulls } else { $openPrs.data }
@@ -41,7 +41,7 @@ Log-Info "  PRs: $totalOpenPrs open / $totalMerged merged"
 
 # 3. Releases
 Log-Step "3/5 Collecting Release data..."
-$releases = Invoke-GL @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
+$releases = Invoke-GLCheck @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $releaseCount = if ($releases.ok) { @($releases.data).Count } else { 0 }
 $lastReleaseDate = ""
 if ($releases.ok -and $releaseCount -gt 0) {
@@ -55,7 +55,7 @@ Log-Info "  Releases: $releaseCount"
 
 # 4. CI
 Log-Step "4/5 Collecting CI data..."
-$ci = Invoke-GL @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
+$ci = Invoke-GLCheck @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $ciTotal = if ($ci.ok) { @($ci.data).Count } else { 0 }
 $ciOk = 0
 if ($ci.ok) {
diff --git a/workflows/academic/11-research-citation.ps1 b/workflows/academic/11-research-citation.ps1
index 7ac0cb6..98a8c23 100644
--- a/workflows/academic/11-research-citation.ps1
+++ b/workflows/academic/11-research-citation.ps1
@@ -30,7 +30,7 @@ if ($doi) { Log-Info "  DOI detected: $doi" }
 
 # 2. Get latest release
 Log-Step "Fetching latest version..."
-$releaseJson = Invoke-GL @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "1")
+$releaseJson = Invoke-GLCheck @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "1")
 $version = if ($releaseJson.ok -and $releaseJson.data[0].tag_name) { $releaseJson.data[0].tag_name } else { "v0.0.0-dev" }
 $releaseDate = if ($releaseJson.ok -and $releaseJson.data[0].created_at) { $releaseJson.data[0].created_at } else { $updatedAt }
 if ($releaseDate.Length -ge 10) { $releaseDate = $releaseDate.Substring(0, 10) }
@@ -38,7 +38,7 @@ $releaseYear = if ($releaseDate.Length -ge 4) { $releaseDate.Substring(0, 4) } e
 
 # 3. Get members
 Log-Step "Fetching contributors..."
-$membersJson = Invoke-GL @("repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
+$membersJson = Invoke-GLCheck @("repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $authorNames = @()
 if ($membersJson.ok) {
     $data = if ($membersJson.data.members) { $membersJson.data.members } else { $membersJson.data }
diff --git a/workflows/lib/common.psm1 b/workflows/lib/common.psm1
index b052089..134c7c4 100644
--- a/workflows/lib/common.psm1
+++ b/workflows/lib/common.psm1
@@ -11,7 +11,16 @@ $OutputEncoding = [System.Text.Encoding]::UTF8
 # Without this, multi-byte UTF-8 chars get garbled and JSON parsing fails.
 [Console]::OutputEncoding = [System.Text.Encoding]::UTF8
 
-$Script:GL = "gitlink-cli"
+# Detect the gitlink-cli executable.
+#   Windows: prefer the repo-local build at ..\..\gitlink-cli.exe (two dirs up
+#            from lib/); bare 'gitlink-cli' is not on PATH in dev checkouts.
+#   Unix / global npm install: fall back to bare 'gitlink-cli' on PATH.
+if ($env:OS -eq "Windows_NT") {
+    $localExe = Join-Path $PSScriptRoot "..\..\gitlink-cli.exe"
+    $Script:GL = if (Test-Path $localExe) { $localExe } else { "gitlink-cli" }
+} else {
+    $Script:GL = "gitlink-cli"
+}
 
 # -- Logging --
 function Log-Step  { param([string]$Msg) Write-Host "[STEP] $Msg" -ForegroundColor Blue }
@@ -41,10 +50,9 @@ function Check-Auth {
 }
 
 # -- CLI Wrapper --
-# Returns parsed JSON object on success, $null on failure
-# Usage: Invoke-GL @("issue", "+list", "--owner", $Owner, "--repo", $Repo)
+# Returns raw JSON string on success, "" on failure.
+# Callers do their own ConvertFrom-Json so they control error handling.
 function Invoke-GL {
-<<<<<<< HEAD
     param([string[]]$Arguments)
     # Suppress stderr to keep JSON output clean (errors go to console via error stream)
     $output = & $Script:GL @Arguments --format json 2>$null
@@ -52,6 +60,7 @@ function Invoke-GL {
     return ""
 }
 
+# Like Invoke-GL but logs error on failure and returns parsed JSON object ($null on failure).
 function Invoke-GLCheck {
     param([string[]]$Arguments)
     $output = Invoke-GL $Arguments
@@ -71,40 +80,10 @@ function Invoke-GLCheck {
     } catch {
         Log-Err "Command failed (non-JSON response): $Script:GL $($Arguments -join ' ')"
         Log-Err $output
-=======
-    param([string[]]$CmdArgs)
-    $allArgs = @($CmdArgs) + @("--format", "json")
-    # Capture stdout only; stderr goes to console
-    $output = & $Script:GL @allArgs
-    $raw = ($output -join "`n")
-    if (-not $raw -or $raw.Trim() -eq "") { return $null }
-    try {
-        return ($raw | ConvertFrom-Json)
-    } catch {
->>>>>>> master
         return $null
     }
 }
 
-# Like Invoke-GL but logs error on failure
-function Invoke-GLCheck {
-    param([string[]]$CmdArgs)
-    $json = Invoke-GL $CmdArgs
-    if (-not $json) {
-        $argStr = $CmdArgs -join " "
-        Log-Err "Command failed (no JSON): $Script:GL $argStr"
-        return $null
-    }
-    if (-not $json.ok) {
-        $argStr = $CmdArgs -join " "
-        $errMsg = if ($json.error -and $json.error.message) { $json.error.message } else { "unknown error" }
-        Log-Err "Command failed: $Script:GL $argStr"
-        Log-Err $errMsg
-        return $null
-    }
-    return $json
-}
-
 # -- JSON Helpers --
 function Get-JsonOk {
     param($Json)

From a5e9fe8199b4f0e050655fa7279483594b37cc12 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8B=97gogo?= <t202690002999689@eduxiji.net>
Date: Wed, 8 Jul 2026 01:15:23 +0800
Subject: [PATCH 3/3] Update academic workflows and dashboard on zzx_branch

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 doc/dashboard.html                            | 735 +++++++++---------
 workflows/academic/06-research-insights.ps1   |  12 +-
 workflows/academic/08-research-compliance.ps1 |  11 +-
 workflows/academic/10-research-progress.ps1   |  11 +-
 workflows/lib/common.psm1                     |  32 +
 5 files changed, 397 insertions(+), 404 deletions(-)

diff --git a/doc/dashboard.html b/doc/dashboard.html
index 11e3376..a457616 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 13ab80f..d7fd011 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 1ffdd80..3edd8c9 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 1234147..f29fa12 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 134c7c4..3d7a719 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