Merge pull request '修改部分bug' (#28) from zzx_branch into master

2026-07-08 01:29:51 +08:00 · 2026-07-08 01:29:51 +08:00 · 88dc671bc3
parent fe4341fede a5e9fe8199
commit 88dc671bc3
15 changed files with 2013 additions and 582 deletions
--- 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;
@ -162,6 +174,24 @@
  .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;
  }
@ -377,8 +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">
@ -386,14 +416,19 @@
      </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 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">
@ -401,6 +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 -->
@ -640,6 +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
 // ═══════════════════════════════════════════════
@ -650,14 +1026,21 @@ 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 = {
+  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)
@ -670,7 +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');
@ -703,23 +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' : '';
 }

 // ═══════════════════════════════════════════════
@ -728,11 +1107,12 @@ 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 +1126,49 @@ 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 (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 = '';
+
+  // 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
 // ═══════════════════════════════════════════════
@ -764,14 +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;

@ -779,18 +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 {
@ -799,7 +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();
@ -832,8 +1258,9 @@ 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 +1279,8 @@ 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 +1540,9 @@ 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 = '';
--- 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"
            )
--- a/doc/dashboard.html
+++ b/doc/dashboard.html
--- a/webhook-test.txt
+++ b/webhook-test.txt
--- 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:     $tagName" -ForegroundColor Green
->>>>>>> master
--- a/workflows/01a-issue-triage.ps1
+++ b/workflows/01a-issue-triage.ps1
@ -9,21 +9,22 @@
 param(
    [string]$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
--- 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
--- 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"
+    }
 }

 # ----------------------------------------------------------------
--- 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",
@ -23,13 +22,15 @@ 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]"
    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)"
--- 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]"
@ -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 - $issueTitle ($($users.Count) recipients)"
--- a/workflows/academic/06-research-insights.ps1
+++ b/workflows/academic/06-research-insights.ps1
@ -1,11 +1,11 @@
-# GitLink 科研辅助 — 场景 1：仓库级科研项目洞察 (PowerShell)
+# GitLink Research - Scenario 1: Repository Project Insight (PowerShell)
 param(
    [string]$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
@ -16,48 +16,50 @@ $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..."
-$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 ?? $closedIssuesJson.data).Count } else { 0 }
+Log-Step "2/6 Collecting Issue data..."
+$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 收集 PR 数据..."
-$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 ?? $openPrsJson.data).Count } else { 0 }
+Log-Step "3/6 Collecting PR data..."
+$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 { $openPrsJson.data }
+$totalOpenPrs = if ($openPrsJson.ok) { @($od).Count } else { 0 }

 # 4. Releases
-Log-Step "4/6 收集 Release 数据..."
-$releasesJson = Invoke-GL @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
+Log-Step "4/6 Collecting Release data..."
+$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 收集 CI 数据..."
-$ciJson = Invoke-GL @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
-$ciBuilds = if ($ciJson.ok) { @($ciJson.data).Count } else { 0 }
+Log-Step "5/6 Collecting CI data..."
+$ciPipelines = Get-CIPipelines $Owner $Repo
+$ciBuilds = $ciPipelines.Count

 # 6. Members
-Log-Step "6/6 获取贡献者..."
-$membersJson = Invoke-GL @("repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "50")
+Log-Step "6/6 Fetching contributors..."
+$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 }
@ -75,18 +77,294 @@ $hotness = [Math]::Round($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) {
+    $ciSuccess = 0
+    foreach ($b in $ciPipelines) {
+        if (Test-CISuccess $b) { $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-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 { "" } })
+    $ecosystem = @()
+    if ($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 {
+    $readmeResult = Invoke-GLCheck @("api", "GET", "raw/$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:     $OutputFile"
 Divider
-Log-Ok "分析完成"
+Log-Ok "Analysis complete"
--- a/workflows/academic/08-research-compliance.ps1
+++ b/workflows/academic/08-research-compliance.ps1
@ -1,11 +1,11 @@
-# GitLink 科研辅助 — 场景 3：合规与复现性检查 (PowerShell)
+# GitLink Research - Scenario 3: Compliance & Reproducibility Check (PowerShell)
 param(
    [string]$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 +31,182 @@ $dReadme = @{Score=0; Detail=""}; $dDeps = @{Score=0; Detail=""}
 $dBuild = @{Score=0; Detail=""}; $dCI = @{Score=0; Detail=""}
 $dTest = @{Score=0; Detail=""}; $dData = @{Score=0; Detail=""}

-# 1. Compliance scan
-Log-Step "1/7 合规扫描..."
-if (Test-Path (Join-Path $LocalPath ".git")) {
-    Push-Location $LocalPath
-    $compResult = Invoke-GL @("compliance", "+scan")
-    Pop-Location
-    if ($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; $dLicense.Detail = "未检测到 LICENSE" }
+# -- Helper: ensure local clone of target repo for compliance scan --
+function Ensure-LocalClone {
+    param([string]$Owner, [string]$Repo, [string]$LocalPath)

-        $secCount = @($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" }
+    $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
    }
-} else { Log-Warn "本地仓库路径无 .git，跳过合规扫描" }
+
+    # 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 $result
+}
+
+# 1. Compliance scan
+Log-Step "1/7 Compliance scan..."
+$cloneInfo = Ensure-LocalClone -Owner $Owner -Repo $Repo -LocalPath $LocalPath
+if ($cloneInfo.ScanPath -and (Test-Path (Join-Path $cloneInfo.ScanPath ".git"))) {
+    Push-Location $cloneInfo.ScanPath
+    $compResult = Invoke-GLCheck @("compliance", "+scan")
+    Pop-Location
+    if ($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)"
+        }
+    }
+    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 = "" }
+    $readmeResult = Invoke-GLCheck @("api", "GET", "raw/$Owner/$Repo/master/README.md")
+    if ($readmeResult.ok) { $readmeText = if ($null -ne $readmeResult.data) { $readmeResult.data } else { "" } } else { $readmeText = "" }
 } catch { $readmeText = "" }

 $sectionCount = 0
 foreach ($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..."
-$subResult = Invoke-GL @("api", "GET", "/v1/$Owner/$Repo/sub_entries?ref=master")
+Log-Step "3/7 Dependency declaration..."
+$subResult = Invoke-GLCheck @("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..."
-$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; $dCI.Detail = "无 CI 配置" }
+Log-Step "5/7 CI configuration..."
+$ciPipelines = Get-CIPipelines $Owner $Repo
+$ciBuilds = $ciPipelines.Count
+$ciOk = 0
+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" }
+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
 $weights = @(0.15, 0.15, 0.15, 0.15, 0.10, 0.10, 0.10, 0.10)
@ -117,15 +216,181 @@ for ($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:     $OutputFile"
 Divider
-Log-Ok "检查完成"
+Log-Ok "Check complete"
--- a/workflows/academic/10-research-progress.ps1
+++ b/workflows/academic/10-research-progress.ps1
@ -1,4 +1,4 @@
-# GitLink 科研辅助 — 场景 5：进度跟踪与预警 (PowerShell)
+# GitLink Research - Scenario 5: Progress Tracking & Alerting (PowerShell)
 param(
    [string]$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 +15,264 @@ 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..."
-$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 ?? $closedIssues.data).Count } else { 0 }
+Log-Step "1/5 Collecting Issue data..."
+$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 { $closedIssues.data }
+$totalClosed = if ($closedIssues.ok) { @($ciData).Count } else { 0 }
+Log-Info "  Issues: $totalOpen open / $totalClosed closed"

 # 2. PRs
-Log-Step "2/4 PR 数据..."
-$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 ?? $openPrs.data).Count } else { 0 }
+Log-Step "2/5 Collecting PR data..."
+$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 { $openPrs.data }
+$totalOpenPrs = if ($openPrs.ok) { @($opData).Count } else { 0 }
+Log-Info "  PRs: $totalOpenPrs open / $totalMerged merged"

-# 3. Releases & CI
-Log-Step "3/4 Release & CI..."
-$releases = Invoke-GL @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
+# 3. Releases
+Log-Step "3/5 Collecting Release data..."
+$releases = Invoke-GLCheck @("release", "+list", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $releaseCount = if ($releases.ok) { @($releases.data).Count } else { 0 }
-$ci = Invoke-GL @("ci", "+builds", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
-$ciTotal = if ($ci.ok) { @($ci.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. 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 + $totalOpenPrs) } else { 0 }
+# 4. CI
+Log-Step "4/5 Collecting CI data..."
+$ciPipelines = Get-CIPipelines $Owner $Repo
+$ciTotal = $ciPipelines.Count
+$ciOk = 0
+foreach ($b in $ciPipelines) {
+    if (Test-CISuccess $b) { $ciOk++ }
+}
+Log-Info "  CI: $ciOk/$ciTotal passed"
+
+# 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:     $OutputFile"
 Divider
-Log-Ok "分析完成"
+Log-Ok "Analysis complete"
--- a/workflows/academic/11-research-citation.ps1
+++ b/workflows/academic/11-research-citation.ps1
@ -1,12 +1,12 @@
-# GitLink 科研辅助 — 场景 6：一键生成论文引用格式 (PowerShell)
+# GitLink Research - Scenario 6: Citation Format Generator (PowerShell)
 param(
    [string]$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..."
-$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 { $updatedAt }
+Log-Step "Fetching latest version..."
+$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) }
 $releaseYear = if ($releaseDate.Length -ge 4) { $releaseDate.Substring(0, 4) } else { (Get-Date).Year }

 # 3. Get members
-Log-Step "获取贡献者列表..."
-$membersJson = Invoke-GL @("repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
+Log-Step "Fetching contributors..."
+$membersJson = Invoke-GLCheck @("repo", "+members", "--owner", $Owner, "--repo", $Repo, "--limit", "20")
 $authorNames = @()
 if ($membersJson.ok) {
    $data = if ($membersJson.data.members) { $membersJson.data.members } else { $membersJson.data }
    if ($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"
--- 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
@ -71,46 +80,48 @@ 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)
    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