Manage后台管理
MAC-Lab's internal operations workspace for public publishing, member management, partner leads, frontier curation, analytics snapshots, and data backup.MAC-Lab 面向公开发布、成员管理、合作线索、前沿精选、访问统计和数据备份的实验室运营工作台。
A website that can keep producing, reviewing, and publishing.让官网、团队和合作线索进入同一条工作流。
The public site stays fast, stable, and easy to index. The internal console keeps daily materials, student pages, partner leads, frontier selections, review tasks, traffic snapshots, and backups in a role-based workspace.公开主页负责稳定展示、检索和传播；内部控制台负责沉淀日常素材、学生页面、合作线索、前沿精选、审核任务、访问统计和阶段备份。
Collect收集
News, papers, competitions, systems, partner needs, media leads, and student updates first enter the material pool.论文、竞赛、系统、新闻、合作需求、媒体线索和学生成果先进入素材池。
Review审核
Owner and admins check facts, links, sensitivity, author names, publication status, and public wording.owner 与 admin 核对事实、链接、敏感边界、署名、发表状态和公开表述。
Publish发布
Approved items become website news, capability cases, student pages, frontier picks, or solution updates.审核通过后，素材转为官网新闻、能力案例、学生页面、前沿精选或行业方案更新。
Measure观察
Traffic, referral paths, public attention, and partner interest are copied into monthly snapshots.访问趋势、来源路径、传播效果和合作兴趣沉淀为月度快照。
Archive留档
Structured exports help the lab preserve context when students graduate or admins hand over work.结构化导出用于交接、留档和阶段复盘，避免资料散落在聊天与文档里。
Professor Sun as owner, trusted students as admins, ordinary students as members who maintain their own pages and submit materials.孙晓教授作为 owner，少数可信学生作为 admin，普通学生维护个人页面并提交材料。
Lab news, selected outputs, media updates, recruitment information, and public-safe platform progress move into the CMS layer.实验室新闻、代表成果、媒体更新、招生信息和适合公开的平台进展进入 CMS 层。
Organization, contact, scenario, available signals, expected value, priority, owner, and next step stay traceable.单位、联系人、场景、可用信号、预期价值、优先级、负责人和下一步保持可追踪。
Projects, papers, patents, software, competitions, standards, systems, datasets, and public cases are organized as reusable proof points.项目、论文、专利、软著、竞赛、标准、系统、数据集和案例沉淀为可复用证明材料。
Automated radar discovers signals. Human curation decides what enters the lab's reading list, discussion list, and public sharing.自动雷达负责发现，人工精选决定哪些内容进入实验室阅读、讨论和公开分享。
GoatCounter, Cloudflare, Plausible, or other aggregate analytics can be copied into the console for long-term trend tracking.GoatCounter、Cloudflare、Plausible 等聚合统计可按月进入控制台，形成长期趋势记录。
Approved materials generate Markdown or YAML drafts, then Git commits preserve every website change.审核通过的材料生成 Markdown 或 YAML 草稿，再通过 Git 提交保留公开变更记录。
Owner and admins can export key tables and review operation logs without putting private records into the public repository.owner 和 admin 可导出关键表并查看操作日志，同时避免私有记录进入公开仓库。
GitHub Pages remains the public publishing base.公开主页继续由 GitHub Pages 承载。
Stable URLs, static HTML, sitemap, robots.txt, structured data, llms.txt, and Git history make the public site suitable for students, collaborators, media, search engines, and AI retrieval systems.稳定 URL、静态 HTML、站点地图、robots.txt、结构化数据、llms.txt 和 Git 历史，让公开主页适合学生、合作方、媒体、搜索引擎和大模型抓取。
Supabase handles login, tables, and role boundaries.Supabase 支撑登录、数据表和角色边界。
The console uses browser-safe Supabase configuration with Row Level Security. Partner files, student records, raw data, unpublished details, budgets, and sensitive materials stay outside the public website repository.控制台使用可公开的 Supabase 前端配置，并依靠行级权限控制。合作文件、学生内部记录、原始数据、未公开细节、经费和敏感材料不放入公开网站仓库。
Use the console as the single intake point for news, outputs, partner leads, and frontier picks. After the flow runs for a few weeks, website updates can become a regular lab routine instead of a scattered reminder task.把新闻、成果、合作线索和前沿精选统一从控制台进入。连续运行几周后，官网更新就能成为实验室日常机制，而不是零散提醒任务。