Linko 更新日志

不运行脚本的搜索引擎和 AI 助手现在能读到完整的 Linko 首页，包括免费版、Pro 的价格和所有常见问题，中英文都有。

• 中文帮助中心文章现在有自己的页面，搜索引擎可以找到。
• 访问 linko.study 上不存在的地址时，搜索引擎现在会看到「页面不存在」，而不是首页。

Linko 博客新增五篇文章：给自己笔记用的 Readwise 替代、哪个 app 能把旧笔记带回来、Linko 是什么、怎么记住读过和看过的内容，以及 AI 知识库笔记 app 怎么选。

• 首页「Linko 是什么？」的回答更新为一段话，说明 Linko 做什么、在哪些平台可用。
• 中文用户会先看到一年通行证，可用支付宝或微信支付；在手机上可用支付宝或银行卡支付。

登录现在先填邮箱。Linko 会按这个邮箱的登录方式显示下一步：输入密码、发送邮箱验证码，或使用 Google、Apple 按钮。还没有账号的邮箱会提供注册，并填好邮箱；任何时候都可以改用邮箱验证码。

• 更新日志页面现在直接带有自己的标题和全部版本记录，不运行脚本的搜索引擎和 AI 助手也能读到。

隐私政策和服务条款的网页里现在直接带有自己的标题和全文，不运行脚本的搜索引擎和 AI 助手也能找到并读到它们。

Linko 浏览器插件可以在 Chrome、Edge、Brave 和其他 Chromium 浏览器里使用，设置、账号菜单和欢迎卡片里都写清楚了。在 Firefox 和 Safari 里，Linko 会说明插件支持哪些浏览器，不再给出打不开的链接。帮助里也写了在各个浏览器里怎么安装。

• 帮助文章、博客、Linko 2.0 介绍页和 MCP 页面的网页里现在直接带有自己的标题和正文，不运行脚本的搜索引擎和 AI 助手也能找到并读到它们。

编辑笔记时，项目符号、编号和复选框现在与文字第一行对齐，列表项之间的间距也和保存后的卡片一致，阅读和编辑时笔记看起来一样。

• 「最近删除」现在在侧边栏左下角。删除的笔记和资源会在这里保留 30 天；删除后提示「已移到最近删除」，可以撤销。
• 首页和 Linko 2.0 介绍页更简洁：去掉了装饰性光晕，标题上方的小标签也少了。

Linko 2.0 介绍页和帮助里写清楚了 App 离线时能做什么：新笔记、语音笔记和链接先留在手机上，联网后自动同步；修改已有笔记、搜索和问 Linko 需要联网。

linko.study 上的介绍短片有了中文版，英文版也重新剪辑了；页面会按你用「中文 / EN」选的语言播放对应的版本。

• 用量说明、免费试用计数、问 Linko 和整理状态旁边，现在都有链接直达讲解它们的帮助文章。

linko.study/release-notes 的更新日志改成每个版本一张卡片，可以用中文或英文看，也能按网页版、iOS、安卓筛选。Linko 2.0 有一张更大的卡片，点进去能看到 2.0 的全部新变化。

全新的帮助中心：linko.study/help。每篇文章都很短，配有 App 里的截图和短片，有简体中文、繁体中文、英文和西班牙文版本。账户菜单里的「帮助与反馈」和 App 里的帮助也会打开这里。

在 linko.study/release-notes/2.0 可以看到 Linko 2.0 在网页和 App 上的新变化，附有真实 App 的短片。2.0 之前就在用 Linko 的话，首页会出现一次提示，带你去看。

• 保存的每篇文章和帖子都会留一份文字副本，原网页改动或消失后，问 Linko 和你的笔记依然能用。
• 打开一条笔记、没有改动就关闭，内容会原样保存。
• 笔记编辑器的一项安全更新。

删除笔记或资料不再先弹确认，会立刻移除，并在几秒内提供「撤销」。

• 删除的笔记和资料会放进「最近删除」（设置 › 数据），保留 30 天。在那里可以连同主题和链接一起恢复，也可以永久删除。

每种笔记类型在卡片上都有了自己的图标：思考、摘录、灵感、待办、记事。语音笔记会在日期后面显示一个小麦克风。中文里的「心得」改叫「思考」。

• 紧挨着标点的中文粗体（比如加粗的“结论：”）打开编辑时会保持粗体；以前保存一次可能变成带星号的普通文字。
• 语言设为繁体中文时，Linko 观察、「你目前的理解」、AI 摘要、要点和回顾问题都会用繁体显示，之前生成的也一样。
• 用 Chrome 扩展保存的 X 帖子会保留帖子自己的标题，不再显示成「Conversation」。

官网有了中文版。linko.study/zh 是中文，linko.study/en 是英文；直接打开 linko.study 会跟随浏览器语言，页头的「中文 / EN」切换会记住你的选择。每个演示里的例子都用中文重写，帮助链接也会打开对应语言的页面。

• 问 Linko 的对话标题会用你设置的中文：设成繁体就是繁体，设成简体就是简体。

存下的网页 Linko 读不到时，会先用网址当标题，于是会出现「添加标题」，你可以自己起名。

• 「添加标题」打开时是空的，网址只作为提示，不用先删掉什么。

存下的网页 Linko 读不到时，保存回执会提示一次，之后卡片保持干净：没有「重试」按钮，也不会一直挂着提示。如果网站只是暂时打不开，Linko 会在几分钟后自己再读一次。

• 主题页的知识年轮从第一个主题就开始长，大小看得清；图例只说画出来的颜色。没有名字的分享卡片标题是「我的知识年轮」。
• 排序选项按字段命名：按创建时间、按修改时间、按添加时间、按更新时间，首页和笔记、资源列表里都一样。
• 回顾自己笔记时的问题会直接用「你」来问；你存下的摘录保留原作者的口吻。
• 没有主题的笔记会提示「这条没有合适的主题，可以点 + 自己加」。
• 主题标签上的「新」会跟着保存回执一起消失。
• 资源卡片只说一次来源：作者和网站同名的文章会显示这个名字。
• 锁住的主题理解和标签理解会说明这是 Pro 功能，并附上「了解 Pro」链接。标签的说明也更短了。

存下的，会接上你以前记的。每存一条，Linko 都会告诉你它归进了哪个主题、接上了哪几条旧笔记。

• 每个主题都写着你目前的理解。主题和标签页以「你目前的理解」开头，每一句都指回它来自的笔记；知识地图告诉你主题之间怎么连起来，年轮告诉你它们怎么长起来。
• 问 Linko，答案来自你自己的知识库。从首页和搜索以整页打开，每一句都标着出处。
• 资源页为读和记重新设计：在页面里直接读原文、播放视频和播客、按要点逐段看；选中一段文字，就能记一笔或问 Linko。
• 更轻松的开始：新账号有一段简短的欢迎流程，每一步都可以跳过。
• 每日回顾每天给你一组固定的笔记。笔记支持待办清单，也可以用链接或图片分享。
• 领域改叫主题，项目改叫标签。
• 苹果设备上改用系统原生菜单。弹出面板可以下拉关闭，关闭时自动保存；写到一半离开，草稿也会保留。
• 主题、标签和资源页面可以左右滑动切换标签页。
• 外观更统一，深色模式更精致，登录和注册页面也全新设计。
• 可以用邮箱验证码登录，在苹果设备上还可以用通行密钥登录。
• 离线时，会用一行安静的提示代替弹窗；还没发出去的内容会被保留。
• 可以举报好友的笔记或资源，也可以屏蔽某个人。
• 修复了许多问题，让滚动更顺畅，也解决了闪退和页面卡住的情况。

完整的 Linko，免费试试：新账号不限时间，前 50 条笔记和资源能用上全部功能，之后升级 Pro 就能继续添加。如果你已经在用 Linko，你的笔记和资源照样不限，接下来的 50 条同样能用上全部功能，之后每月有 20 条内容可以用 AI 解读。

• Pro 的用量上限现在写在帮助中心里：每月可以问 Linko 1,000 次（每天最多 100 次），联网搜索 100 次，100 个资源的要点，语音 300 分钟。联网搜索和语音比原来按天算的上限低。
• 只用邮箱就能注册，密码可以不设。用邮箱验证码登录，之后可以在设置里加密码；换邮箱时，验证码发到你现在的邮箱。
• 问 Linko 在问题需要时会联网搜索，并说明网上的信息来自哪里。它会用你的语言说出主题名，出错提示也跟着你使用的语言。
• 保存之后，主题标签就是回执：它会亮一下，新建的主题旁边显示「新」。卡片下面那一行只补充标签说不了的，比如相关笔记。第一条待办或记事会说明为什么不放进主题。
• 首页的「保存」改回绿色文字按钮。
• 搜书时能找到你要的中文版（搜「原子习惯」能找到《掌控习惯》），作者名也只用一种语言显示。

免费额度用完前会先告诉你。问 Linko 剩 10 次以内时会显示还剩几次，最后一次也会提醒；笔记的联系和资源摘要本月只剩 3 次以内时，会显示还剩几次。

• 内容还不多的主题或标签，会直接说明「理解」概览是 Pro 功能。
• 整体颜色更安静：悬停和选中不再变绿，卡片会轻轻浮起，菜单和列表用浅灰色；绿色只用在你选中的内容和 Linko 的主要操作上。
• 首页：「保存」改成实心主按钮，「笔记 / 资源」标签只显示文字。
• 长笔记在最后一行渐隐，不再显示「展开」；收起笔记时会回到笔记开头。
• 资源页：Linko 的看法先给摘要；要点可以从每个时间点播放视频；「原文」只显示原文；固定的视频只保留画面，角上一个小 ✕ 取消固定。
• 问 Linko：「重试」会接着同一个问题；引用不再出现孤零零的数字；免费次数用完时不再显示「重试」。
• 连接两条笔记时，不再要求选择关系。
• 搜索摘要显示链接名称而不是网址，笔记摘录里不再出现多余的勾选框。
• 保存更稳定：很长的书名也能保存，网页标题去掉网站名，作者、日期和 YouTube 封面更准确。
• 侧边栏：还没有好友时，「好友」放在「更多」里；新账号能看到全部入口。
• 更新了隐私政策和服务条款，新增关于用量上限的合理使用条款；注册时只显示一行「继续即表示同意」。
• 注册、登录和升级相关的文案更清楚，中文、英文和西班牙文一起更新；中文粗体在所有地方都能正确显示。

书籍搜索只显示和你输入语言相同的版本，搜「Atomic Habits」不再混着法文、荷兰文和韩文译本；简体和繁体中文分开显示。

• 资源页更清楚：Linko 的摘要会标出它提到的笔记，展开前后顺序一致，你自己的笔记不再被当成「相关笔记」；新资源整理好主题后会一直留在页面上。
• 视频播放时固定在顶部，「记下这一刻」在视频旁边打开，简介里的时间点可以直接跳转播放。
• 文章页读取网页更稳定：链接留在句子里，列表里的空格保留，维基百科的编辑链接和引用标记都去掉了。
• 全新的登录页面，以及连接 ChatGPT、Codex、Claude 的「AI 工具」页面。
• 中英文界面的许多细节修正：中文姓名按姓在前显示，中文书名和问题使用中文标点，输入框聚焦光圈不再被裁切，无标题笔记在搜索里只显示一次首句。
• 新版本上线后，打开着的 Linko 会在你下一次点击时换到新版本；有未保存的修改时不会刷新。

Ask Linko 现在可以联网搜索（Pro）。在 Ask 里打开「联网」：Linko 会先查你自己的笔记，需要时再搜索网页，网页来源和你的笔记分开显示，一键就能添加到资料库。

• 网页端全面支持待办清单：编辑器里可以直接勾选，有新的「待办清单」按钮（或输入 `[ ] `），在笔记卡片上也能直接打勾。
• 资源页打开更快，不再每次都重新生成摘要。
• 其他改进：统一的「放弃修改？」提示、更干净的笔记摘录、Safari 菜单更顺手，书名里的 & 等符号搜索时不再被截断。

改善连接 AI 应用时的登录稳定性，避免不同用户同时连接时共用一份登录尝试额度。

现在单击笔记，会在原处展开整条笔记，不再跳到另一个页面。想编辑就双击；需要更大的空间时，在笔记的 ⋯ 菜单里选「全屏编辑」。

• 从搜索、通知或 Linko 的引用里打开的笔记，会在页面上方的小窗口里显示，不会丢掉你正在看的位置。
• 没保存的编辑更安全了：窗口关闭前会先问你，切换到全屏编辑时也会一起带过去。
• 随时可以在「帮助与反馈」里重看欢迎导览。

资源页为阅读和思考重做：Linko 为每个资源提出三个思考问题，笔记引用的段落会在原文中标出，要点按文章结构排列并能跳到原文对应位置，再打开时回到上次读到的地方。

• 书籍可以按阅读状态筛选：想读、在读、读完、放下。
• 主题页和标签页使用同一种知识地图，数量包含其中的全部内容。
• 新用户会看到一段 8 章的欢迎短片，每章教一个操作。
• 语音笔记上传更快，所有错误提示都使用你的语言。每个账号每天最多录 60 分钟语音。
• 笔记里的清单会显示勾选框，加载不了的图片只占一行提示。

可以用发到邮箱的 6 位验证码代替密码登录，用 Google 或 Apple 注册的账号也可以。

• 在「设置」里添加通行密钥后，可以用面容 ID、指纹或设备解锁方式登录。登录页的邮箱框会提示已保存的通行密钥，每添加一个都会收到邮件提醒。
• 注册和登录更顺畅：登录后回到原来的页面，验证码可以重新发送，提示使用你的语言，账号邮件也换了清晰的新设计。
• 重置密码后，所有设备都会退出登录，通行密钥也会一并删除，保护账号安全。
• 没保存成功的笔记会保留下来并提示重试；添加链接、书和摘录能处理更多情况。

在电脑或手机主页观看新的产品短片，使用播放控制，并在结束后选择下一步操作。

• 较长的笔记和资源分享图会拆成多页，可预览第一页并一次下载全部页面。
• 新笔记草稿恢复更稳定，保存或离开时的提示更清晰，危险操作确认只保留一个明确的主操作。

连接的 AI 应用可组合筛选条件，分段读取长笔记和已有资源正文，并获得更明确的来源标记与链接。

• MCP 保存支持重复请求保护，并分别报告保存成功和后台整理状态。
• 标签与主题定位更准确；不支持交互界面的 AI 应用也能获得可用的文字结果。

Linko connection screens explain which notes and saved resources an AI app can read, add or edit, including changes to note privacy.

• MCP tool descriptions use tags and topics consistently and identify actions that can replace existing content.

新的 Ask Linko 对话会随账号加密保存 90 天；旧浏览器里的本地对话不会导入，重要的新回答可保存为笔记长期保留。

• Ask 改为连续对话，自动按话题分段，支持搜索和跳转历史话题，并使用更清晰的输入框。
• 不离开对话就能预览引用的笔记和资源，也可以停止正在生成的回答、重试被中断的回复。
• 将 Ask 回答保存为笔记时，会保留引用来源和 AI 生成标记。
• 没有有效笔记引用的回答会保留，并明确说明，而不是替换成通用回复。
• 中文 Review 问题生成更可靠，较慢的资源标签有更长时间显示；资源摘要不会再将来源不可读或生成失败当作成功结果。

Ask Linko 会更全面地检索你的笔记，更准确地处理日期与筛选条件，并更清楚地区分你自己的文字、摘录和 AI 生成内容。

• 网页端回答会随生成过程逐步显示，遇到短暂的服务限流时会尝试恢复。
• 长笔记新增实时标题目录，方便在笔记编辑页面中跳转到不同章节。
• Project 创建期间显示清晰的等待状态，失败后可恢复；相关笔记使用熟悉的浏览卡片。
• 资源 Area 推荐复用已保存的信息，并提供更清晰的失败重试状态。播客和视频按讨论主题分类，App Store 链接保留对应应用的名称和作者。

精选书单与资源分类分开维护，重新整理资源不会清空书单；Linko 使用现有书单，不再自动生成更多书籍。

• 保存关联多个 Area 的资源时，优先采用你已经使用的 Area。
• AI 对话和网盘分享链接会保留合适的资源类型，不再被误判为工具；Threads 链接识别也更加准确。

Linko 整理资源时会结合主题和类型来判断适合归入的 Area；上下文不足时也会使用结构化回退。

• 帖子和工具现在有独立的资源类型，资源也可以按平台筛选。
• 可以为笔记设置类型而不改动原有标签，并在笔记库中按类型查找。
• 笔记与资源之间的相关内容展示更清晰，方便继续查看彼此关联的内容。
• 链接预览较慢或信息不完整时，记录流程更有韧性；图书搜索遇到服务异常时也能更清楚地处理。
• 免费用户也可以生成对话标题；现有 Ask Linko 和 Linko Brief 使用了更新的 GPT-6 Luna 模型。

iOS 笔记编辑器打开更快，编辑体验更加稳定。

• 优化语音笔记的提示和恢复流程，未检测到语音时反馈更清晰，重试或取消也更加顺畅。
• 优化 Home、内容库和资源记录在刷新、滚动、键盘变化及页面切换时的稳定性。
• Android 设备从其他应用分享内容到 Linko 时更加稳定。
• 长笔记展开后现在可以正确恢复之前的阅读位置。
• 点击屏幕顶部即可快速返回列表开头。

更个性化的 Review：可以选择要回顾的 Area、Project、笔记来源、时间偏好和每日目标。

• 更清晰的回顾进度：查看符合条件的笔记数量，并持续记录每天的回顾进度。
• 更清晰的错误提示：多语言提示更简洁易懂，遇到问题时更容易理解和处理。

更新 Landing Page 中的产品截图，更准确地展示当前 Linko 的使用体验。

• 通过响应式留白保留原始截图比例和角落 Logo。

更准确的笔记库筛选：根据导入来源识别笔记，让笔记库筛选和分组结果更可靠。

• 更清晰的 Project 上下文：只在适用于 Project 的场景展示相关 Area，其他资源页面保持专注。
• 更准确的书籍资源：通过书籍目录处理出版社页面，让书籍身份和元数据保持一致。
• 更顺畅的笔记记录：保存后继续保留编辑入口，及时显示保存反馈，并让紧凑模式下的连续记录更方便。
• 更可靠的资源身份：捕获资源时更稳定地保留原始 URL。
• 更清晰的新笔记入口：提高 placeholder 对比度，让写作区域更容易辨认。

更灵活的资源库筛选：可以按资源是否已有笔记进行筛选，更容易找到还需要处理的资源。

• 更连续的知识地图体验：记住知识地图节点的展开和收起状态，返回时无需重新整理视图。
• 更可靠的登录体验：当外部服务网络暂时受阻时，OAuth 登录入口仍能更稳定地工作，并更清晰地处理登录失败。
• 更可靠的网页启动：移除启动阶段对 CDN 的依赖，减少第三方网络问题对网页加载的影响。
• 更准确的 Ask Linko 计数：去重主题计数，让上下文和结果数量更准确。

更顺畅的笔记库浏览：编辑或删除笔记后尽量保留当前浏览位置，并支持先在独立阅读视图中查看笔记，再进入编辑。

• 更清晰的笔记库筛选：优化筛选项对齐、选中状态、数量显示和清除筛选操作。
• 更可靠的笔记格式：更好地保留加粗文本，包括空格以及中日文引号附近的加粗格式，重新加载后也能保持一致。
• 更简洁的加载状态：移除 Project 和 Linko Area 导航中重复出现的加载文字。

更清晰的笔记编辑：简化保存和取消操作，统一 Tooltip，并让编辑操作与关联资源保持稳定间距。

• 更可靠的 Review：通过一次请求加载 Review 内容，并让 AI 生成的问题和答案不依赖隐藏的笔记上下文也能理解。
• 更自然的语音笔记整理：AI 整理时更好地保留语音内容的语言、叙述视角和确定性。

更快记录笔记：可以直接在笔记库中创建新笔记，不必离开当前浏览位置。

• 更方便整理笔记：可以按是否关联资源，以及书籍、文章、视频、播客等资源类型筛选笔记。
• 更清晰的 Review：优化阅读布局、Question 和 Answer 标签、加载与空状态，以及下一步操作。
• 更舒适的内容阅读：在宽屏下为内容阅读弹窗提供更充足的显示空间。

笔记库：在独立的 Web 页面中按日期浏览笔记，并可按 Area、Project、记录来源或未分类状态筛选。

• 更统一的 Workspace：让侧栏、笔记 Feed 和资源详情区域在不同窗口尺寸下保持更好的对齐，并在导航和笔记操作过程中保留必要的上下文。
• 更快捷的资源添加：可以从 Web 资源库导航更快地添加资源，保存或更新相关笔记时也能继续保留资源上下文。
• 更清晰的 Web 交互：统一优化 Workspace 导航、空状态、卡片操作、头像和适配主题的控件表现。

More Focused Account Menu: Keep core account and data actions in the first layer while grouping connections, extensions, and help into focused submenus.

• More Stable Workspace Loading: Restore Project and Linko Area collapsed states while workspace data is loading.
• More Consistent Resource Entry: Use the same add-resource entry across onboarding and empty Resource Library states, with clearer modal copy.
• Better Book Search Loading: Show an accessible loading indicator while book results are fetched, with a better-sized capture modal.
• Cleaner Empty Resource Library: Remove the readiness message when a new user's library has no saved resources.
• More Reliable Related Resource Actions: Fix hover feedback in the related-resource footer.

Cleaner More Actions: Remove redundant hover tooltips around Note and Resource card More actions buttons while retaining accessible labels and menu states.

More Accessible Community: Add a localized Discord community link to the Web account menu.

• Smoother Startup: Remove the brief logo flash during Web startup.
• More Stable Workspace Layout: Keep the sidebar, main content, and resource detail columns aligned with clearer spacing across viewport sizes.
• Clearer Resource Identity: Refine spacing on the resource page identity surface for easier scanning.
• Persistent Workspace Sections: Preserve Workspace subject section states while navigating and refreshing.

Clearer Workspace Navigation: Expand or collapse the Web workspace sidebar while keeping Project and Linko Area context available.

• Simpler Feed Controls: Separate note and resource filtering from card presentation, and keep counts and controls aligned in the workspace.
• More Focused Resource Pages: Present the selected resource in a flat identity header with clearer title, type, date, attribution, progress, notes, and actions.
• More Reliable Resource Preview: Restore the article preview layout and keep resource details usable across responsive layouts.
• More Polished Public Landing Page: Refresh the public landing page visual narrative and responsive structure.
• Smoother Workspace Actions: Keep account menus, right-rail controls, sidebar labels, and note-workspace navigation consistent across screen sizes.

Smoother browsing: Feeds, Areas, resources, and long lists now load and scroll more reliably, with fewer blank states and transition glitches.

• More dependable note capture: Editing, discarding, saving, and revisiting notes is more reliable, and saved notes no longer retain an extra blank paragraph.
• Email preferences are now available in Settings, so you can manage whether to receive Linko product update emails.

Blog covers now load correctly on the Blog index and article pages in production.

Clearer Membership Controls: Show the current plan, billing provider, and renewal or end date; Stripe members can cancel at period end, resume a scheduled cancellation, and open billing details and invoices.

• Better Provider Guidance: Explain how Apple and other externally managed subscriptions should be changed, with clearer localized status and action messages.
• More Usable Compact Cards: Restore Related Notes, Related Resources, and AI summary actions in compact cards, and align ordered-list indentation in NoteCards.
• Better Resource Layout: Fit ResourceCard covers, labels, and actions to the available feed space so cards remain readable and usable.

Smoother Note Editing: Open notes with a double click, keep existing-note navigation focused, and prevent false cancel prompts during editing and recovery.

• Clearer Workspace Surfaces: Refine the Web workspace icon rail, compact cards, editor spacing, context sections, and resource detail headers.
• More Reliable Browsing: Recover contradictory Project feed states, preserve Resource previews after saving notes, and support multi-line related-note previews.
• Cleaner Resource Cards: Keep card actions usable and fit resource covers and labels to the available feed space.

More Consistent Feeds: Unify browsing and following density, keep scoped feed controls available in empty states, and tighten group spacing for easier scanning.

• Clearer Workspace Navigation: Move Review into Web workspace navigation and keep account and sidebar controls positioned reliably.
• More Reliable Content Surfaces: Stabilize related-note refresh previews, note expansion spacing, linked-resource title and action layout, and resource URL identity with safer fallbacks.
• More Stable Knowledge Tree: Keep reviewed parent relationships stable while browsing and refreshing tree content.
• Safer Web Recovery: Align the recovery page and classify CSS preload errors more clearly.
• Reliable Card Actions: Keep Note and Resource card action menus outside scroll flow so they are not clipped by surrounding containers.

Cleaner Notes Modals: Remove the blank scrollbar gutter from related notes, related resources, activity, note, summary, and feed preview modals while preserving scrolling.

More Complete Related Content: Show fuller related-resource cards and make related notes and resource connections easier to review from Web content surfaces.

• Clearer Note Workspace: Widen the desktop editor, simplify context sections, preserve meaningful Area branches, and keep note actions available without disrupting navigation.
• Recoverable Web Drafts: Preserve new-note drafts across navigation and stale static-chunk recovery, so an interrupted page load is less likely to lose unfinished writing.
• Clearer First Capture: Refine the first-content capture flow with clearer note, voice, and link entry choices and more reliable save states.
• More Reliable Resource Recognition: Improve Medium embedded-article parsing, metadata previews, and fallback handling when a page does not expose complete information.
• More Grounded Linko Briefs: Guard refresh lifecycles and ground Brief content in available user evidence so updates are more stable and meaningful.
• Safer Web Recovery: Recover from stale production static chunks and keep loading, resource previews, and note actions usable when content is incomplete.

Compact Feed View: Add a quiet single-button switcher for comfortable and compact Note/Resource cards while preserving the selected Web Feed preference.

• Unified Feed Controls: Use icon-only refresh, view, and filter controls with one clear tooltip per action; the filter icon still opens the Note/Resource menu.
• Clearer Compact Navigation: Preview notes before opening the workspace, while opening resources directly to their resource page without a redundant preview step.
• Clearer Empty Draft Action: Show Collapse for a blank new-note composer and Cancel when a draft or existing note edit can be discarded.

Clearer Area Decisions: Explain when Linko intentionally leaves a note or resource outside the existing Linko Areas, distinguish that decision from insufficient resource metadata, and keep technical no-content cases quiet.

Onboarding is now shorter and clearer, with a smoother first Linko Area experience and localized welcome messaging.

• Free plan users can now see how many Linko Areas have been used for automatic organization, along with their remaining allowance, when viewing upgrade options.

Open Format Guide: Add a public guide and clearer export surfaces that explain what a Linko export contains, its privacy boundaries, and how the package is versioned.

• Faster Capture: Use keyboard shortcuts to start a note, book, or link, save a note, and open Search Linko. Visible hints and one-time guidance make the shortcuts easier to discover.
• More Reliable Navigation: Keep resource navigation usable through refresh failures, serve durable private covers through signed URLs, and recognize direct image links captured from sharing flows.

Faster First Load: Load non-critical features and language resources only when they are needed, reducing the initial Web payload while keeping those surfaces available on demand.

• One Place For Note Actions: Route internal note entry points into Note Workspace and provide a More actions menu for copying, image export, transcript viewing, relationship management, and safe note deletion.
• Reliable Editing: Keep the More actions menu clear of the scrolling side rail and restore quote and list formatting in the rich-text editor.
• Clearer Organization Guidance: Align Area and Project explanations across supported languages, and keep responsive Workspace sidebar controls compact and unobtrusive.

More Careful Auto-Labels: Choose from existing eligible public Areas instead of creating Areas while labeling, with clearer handling for short notes, transactions, logistics, drafts, and sparse shared content.

• Modern Web Delivery: Move the Web production build from Create React App to Vite while preserving the existing application routes, static assets, API configuration, and legacy-browser fallback.
• Safer Dependencies: Update backend, Web, mobile, and extension dependencies to address known vulnerabilities and reduce build warnings.

Reliable Related Notes: Refresh the related-notes rail with the latest saved-note results, so an older result set does not remain visible after a save or refresh.

• Privacy-Safe Review Signals: Record authenticated Review next-item actions without note content, and show aggregate event and unique-user counts in Admin. Tracking failures never interrupt Review.

Saving a note that contains only a link now gives you a clearer choice to keep it as a note or save it as a resource.

• Review actions now show progress more clearly, and browsing additional content feels smoother.
• New-user onboarding now offers better Area suggestions.
• Resource and Subject pages now have a clearer, more polished top layout.
• Improved mobile navigation backgrounds and iOS back navigation to prevent visual gaps during transitions.

Prepare Before Reveal: Show the review question before revealing its note, keep the answer/reveal states explicit, and limit a session to five unique cards.

• Clearer Link Saving: Detect linked URLs in a note and offer a shorter, clearer choice between saving it as a note or a resource.
• Durable Xiaohongshu Covers: Persist usable Xiaohongshu covers to private S3 storage and expose short-lived signed URLs only to authorized viewers, improving cover reliability without making copies public.

See Where New Content Belongs: After a first Note, Book, or recognized Link is saved during Web onboarding, show its matched Area, explain the result, and provide a clear route into the Area or Home.

• A Guided Fallback: Give unassigned notes an Area-only search and selection flow, avoid premature empty-search feedback, and keep resource onboarding aligned with the same confirmation.
• More Relevant Briefs: Skip Resource Brief generation for short metadata-only descriptions and make empty Brief guidance more useful.
• Better Resource Detail: Prefer usable Xiaohongshu descriptions when available and keep responsive resource previews free of duplicate close controls.
• Cleaner Related Context: Exclude the active note from its own related-notes results, preserve Subject filters for empty results, and keep reading-preview layouts stable on wide screens.

Reliable Resource Briefs: Prepare Resource Brief evidence once, generate only after preparation completes, and keep the resulting state aligned with the published-resource experience.

• Stable Context: Keep immediate Subject Brief requests responsive while making compact Linko Brief request lifecycles more reliable.
• Careful Area Fallback: Prefer eligible high-confidence Areas for note organization; when none qualifies, accept at most one eligible medium-confidence Area.
• Content-Language Titles: Generate AI note-title suggestions from the note's content language rather than the interface language.
• Clearer Workspace Actions: Expand Workspace context sections by default, collapse related resources by default, and make label deletion, label selection, and unassigned-Area guidance behave predictably.
• Clearer Landing Message: Refresh the English landing-page message around a knowledge system that compounds over time.

More Reliable Generation: Validate structured Brief results and retry bounded transient provider or malformed-output failures before showing an error.

• Better Context Recovery: Apply the same recovery path across Home, Workspace, and note-draft Briefs so a temporary AI failure does not leave relevant context stuck or misleading.

Keep Recording Within Reach: Restore the clear add-note affordance when a note entry is collapsed, so users can continue capturing without reopening an unrelated control.

• Feature-Based Activation: Update the new-user dashboard to measure activation through actual product feature usage instead of legacy onboarding-task completion.

Recovery That Holds: Recover Linko Brief generation after invalid or transient results, keep it scoped to the current viewer and context, and refresh it reliably after relevant edits.

• Related Resources In Context: Show related resources in the Workspace context rail, with clearer selection behavior and simpler copy.
• Stable Web Surfaces: Fix filtered-feed pagination and modal layering across Workspace flows so content and dialogs do not incorrectly appear empty or hidden.
• More Resilient Resources: Handle unavailable YouTube videos, recover Douban note metadata, and avoid repeated clipboard prompts for links already saved to Linko.
• Review At The Right Time: Unlock Review based on the user's current note count, beginning once five notes are available.

Note-First Answers: When asking from a note, ground retrieval and tool context in that current note and its directly related content before expanding outward.

• Clearer Workspace Semantics: Keep the active Workspace context explicit across the Web client and backend tools, so answers better match the place where the question was asked.
• Workspace In View: Refresh the English landing hero with current Workspace imagery that shows more of the surrounding knowledge context.

Reliable Recording Limit: Automatically finish a Web voice-note recording when it reaches its maximum duration, so the captured audio moves into the normal preview and transcription flow without requiring an extra action.

• Clearer Timing: Place the duration guidance below the recording controls and refresh its localized copy across supported Web languages.

Improved Transcription: Use GPT Transcribe for voice-note transcription and preserve automatic language detection when the client provides it.

• Clearer Saved Items: Use consistent "what you save" language across the English landing page and its search/social metadata.
• Landing And AI Tools Polish: Refine the organization image crop and improve MCP-page copy contrast in dark mode.

Voice notes now use upgraded transcription and automatically detect the spoken language.

• Onboarding now uses clearer questions and a smoother first-note flow, including the option to add a Book or Link before entering Home.

Account Switching: Clear stale authentication state during sign-in, sign-out, and account transitions so a new session does not inherit the previous account's credentials.

• Landing Polish: Improve hero image clarity and wordmark treatment on the English landing page.
• Clearer Navigation: Remove the redundant MCP footer link while retaining the dedicated AI tools entry point.

Connected Knowledge Story: Refresh the English landing page around capture, AI organization, context recovery, and reuse, using current Linko product imagery instead of placeholders.

• Clearer Decisions: Update ownership, privacy, pricing, import/export, and FAQ guidance with concrete product outcomes and supported import paths.
• Linko Plugin: Make the Linko Plugin the primary AI entry and clarify the Web AI tools experience.

Citation Recovery: Gracefully recover from citation-validation failures so an otherwise usable Ask Linko response is not discarded.

• Retry Behavior: Let the Web retry action resend the last submitted question after a transient Ask Linko failure.
• Language Feedback: Clarify the account language-switch feedback across supported locales.
• AI Tools Hub: Reframe the Web MCP page as a clearer Linko AI tools hub.

Recognition And Titles: Improve Xiaohongshu short-link recognition, remove a blank book-search title indent, and keep Essential Books recommendations aligned with the English catalog.

• Author Resilience: Recover missing author information lazily with a fallback path so saved resources retain useful attribution when upstream profile lookups are incomplete.
• Workspace Detail: Refine Web Workspace resource-detail retrieval and presentation, including contextual resource icon treatment.
• Context Confidence: Align Linko Brief counts with the usable evidence in the active context.

Responses Upgrade: Move Ask Linko to the GPT-5.4 nano Responses flow with stronger retrieval, citation namespace, trust-boundary, observability, and tool-budget handling.

• Access And Conversation: Apply current Pro access rules to GPT-5.4 nano and refine the Web conversation treatment and contextual placeholders.
• Contextual Editing: Keep the note composer visible only in its relevant Workspace context, simplify the Subject context rail, and stabilize right-rail width and scrollbar behavior.
• Dynamic Labels: Ship the guarded dynamic auto-label policy and make repeated unassigned-Area guidance recover cleanly after refresh.
• Essential Books: Restrict shared picks to English Google Books and prevent provider fallback from adding noncanonical editions.
• Persona V2: Refresh onboarding goals, questions, completion copy, locale parity, and bootstrap recovery.
• Admin Reporting: Align onboarding activation, growth, and retention dashboard semantics with the current Persona and paywall model.

Empty-State Recovery: Keep Home and Workspace Linko Brief empty states clear and consistent, without attempting unnecessary generation when no usable context exists.

• Workspace Labels: Show existing labels reliably in Note Workspace and soften the sticky feed boundary.
• Traditional Chinese Registration: Preserve a user's Traditional Chinese preference through mobile registration and align the localized registration copy.

Notes can now generate an AI title from what you have written. You can edit it or try another suggestion before saving.

• Open the Linko ChatGPT App from Account, with Help Center guidance for using your Linko knowledge in ChatGPT.
• Onboarding now asks clearer questions, remembers unfinished progress, and fits better on tablets and other wide screens.
• Help Center now guides WeRead, Readwise, and file imports to Linko on the web, with quick options to open or copy the link.
• Linko Brief, Project navigation, and Area navigation refresh more reliably after changes made on another device or browser, with clearer guidance before your first saved item.
• Free and Pro benefit descriptions now match current membership access more accurately.
• Fixed note edits, labels, and AI context sometimes staying out of date after saving.
• Fixed newly saved links sometimes needing a manual refresh before their automatically generated labels appeared.
• Fixed Project and Area navigation failing to recover after remote deletions or an initial loading error.
• Fixed some members being incorrectly blocked from Related Notes despite having access.

Workspace Freshness: Keep Subject trees, active Workspace context, and Linko Brief content current after edits, cross-client changes, remote deletions, and navigation returns.

• Responsive Workspace: Improve three-pane navigation, compact headers, scroll behavior, and responsive drawer affordances across Home and Subject surfaces.
• WeRead Reliability: Retry bounded transient failures for read-only WeRead Gateway requests without replaying Linko's final import write.
• Mobile Entitlements: Align mobile paywall capability checks with current membership access rules.
• Mobile Experience: Refine Subject and Resource loading, hierarchy, search, capture, media, and localized content surfaces; update the mobile build version and release notes.

Workspace Continuity: Keep the active note context current after edits, improve save-and-return behavior, and support label editing with a polished picker.

• Import Matching: Normalize imported book variants so existing books are matched more reliably.
• Onboarding Reporting: Simplify admin onboarding answers and align goal labels across reporting surfaces.
• Build Metadata: Include the native app version and build number with mobile registration and social sign-in requests for release diagnostics.

Authenticated Workspace: Deliver the dedicated Note Workspace with contextual AI, related-note, and resource context while preserving the established Link note-card layout.

• WeRead Imports: Guide API-key setup and book selection, preserve import dates, and refresh workspace navigation after an import completes.
• Recognition And Onboarding: Retry unresolved Reddit short-link redirects and make onboarding telemetry persistence more durable.

Resource Note Save: Prevent a pending duplicate note from remaining on Home after saving a note from a resource page.

First-Source Preservation: Keep the original add-source attribution for each user-resource relationship when the same resource is added again through another path.

• Unknown Attribution: Classify omitted client attribution as `unknown/client_omitted` and reclassify indistinguishable legacy fallback rows as `unknown/legacy` instead of reporting them as confirmed manual API additions.

Optimistic Saves: Update Web note creation so a new note appears immediately while the save completes in the background, with failure recovery that removes only the failed draft.

• Back To Top: Add a context-aware Web back-to-top control that appears only after meaningful scrolling and respects the active workspace surface.
• Responsive Controls: Constrain overly wide authentication and onboarding controls on large mobile/tablet layouts.

Progress Recovery: Persist incomplete Web and mobile onboarding progress so new users can resume the right step after authentication or returning to the app.

• Activation Analytics: Record onboarding progress events and refine Admin activation reporting around partial completion.
• AI Titles: Add a manual AI note-title action on Web and mobile, using the note's content to suggest a concise title without replacing it automatically.

Apple IAP Cron: Build scheduled App Store membership reconciliation with a dedicated backend-only Dockerfile and Railway config, keeping it independent from Web frontend build variables and unrelated URL system checks.

Apple Entitlements: Add a grace window for Apple billing, refresh scheduled Apple membership reconciliation, and keep membership access aligned with the current paid-period rules.

• Pro Grants: Let grant-backed Pro members use Related Notes without being blocked by legacy client-side plan checks.
• Entitlement Consistency: Align Web, mobile, import, and AI-summary entry points with the shared membership entitlement surface, including upgrade prompts and paywall tracking.
• Analytics: Update Admin growth and user-usage paywall semantics so reporting reflects current pricing and entitlement sources.
• Activation Flow: Simplify new-user questions and goals, refresh localized onboarding prompts, and improve activation-event coverage.

Apple IAP Sync: Refresh App Store receipt state through a shared sync service and management command, require future Apple subscription periods for paid access, and fix UTC parsing for Apple and Stripe membership updates on Django 5.2.

• Entry Points: Add ChatGPT App links in Web and mobile account/help surfaces, and refine the Web MCP page so ChatGPT setup is easier to find.
• Linko Brief: Tighten the reader-facing prompt tone so generated observations stay polished and direct.
• Linko Area Growth Hint: Move the low-content growth hint into the Linko Area sidebar section and keep it out of Project, Resource, and Date navigation modes.
• CI: Replace PR API-based changed-file detection with local git diff detection so backend, Web, and extension checks run reliably on pull requests.

Pro Grants: Add employee and individual-partner Pro grants as a separate entitlement source from Stripe or Apple billing, including Admin management, grant-aware membership API fields, analytics separation, and mobile capability fallback.

• Workspace Header: Fix Subject workspace title clipping and mobile header overlap so long titles remain readable in the home workspace shell.
• Resource Titles: Reject LinkedIn URN fallback titles during platform metadata cleanup so saved resources keep more useful titles.
• Email System: Record the Resend email system runbook and engineering guidance for transactional/system email boundaries.

Book search and popular book results are cleaner, easier to scan, and clearer when nothing loads.

• Resource details now show longer descriptions more naturally instead of cutting them off too early.
• Project and Area pages open with their title and context visible sooner.
• Home filters, side navigation, dark mode link actions, and related resource labels have been polished.
• Search now opens ready to type.
• Fixed an iPad launch issue that could leave the app blank.
• Fixed missing or failed resource covers so they now show a cleaner placeholder.
• Fixed podcast links that could fail when Linko could not read the link format.

Resource Navigation: Let Web resource titles use two lines and remove the right-side chevron so narrow panels preserve more title text.

• Date Navigation: Restore Date view rows to the previous vertical title-and-count layout after the resource-row redesign.

Resource Navigation: Redesign the Web resource navigation rows with thumbnails, type labels, two-line titles, and chevrons while preserving the existing resource selection behavior.

• Visual Review: Add image-backed Storybook coverage for the workspace left navigation resource state, including the dark-theme thumbnail treatment.

Import Sources: Redesign the source picker into one-time imports and connected-account sections, remove the extra Done and Send feedback buttons, and make Need another source open feedback directly.

• Source Entries: Rename Obsidian ZIP to Obsidian, split Apple Notes and Markdown files into separate entries, and keep each setup screen source-specific.
• Import Workspaces: Refresh Obsidian, Apple Notes, Markdown files, Readwise, and WeRead modal layouts with clearer setup, history, preview, and report surfaces.
• WeRead Import: Make chapter merge the recommended default note granularity, improve book selection density, and remove bookmark-not-imported primary copy.

Gateway Compatibility: Update the WeRead Agent Gateway skill version used by Linko so notebook preview can continue after the provider requires the newer protocol version.

• Error Handling: Return a structured JSON dependency error when the WeRead gateway asks Linko to upgrade, instead of surfacing a generic bad-gateway failure.

WeRead Connected Import: Add the WeRead connected import MVP, including backend API integration, adapter mapping, report coverage, and the Web import modal entrypoint.

• Markdown And Apple Notes: Add generic Markdown and Apple Notes import support with backend adapters, archive/folder UI updates, preview handling, and localized copy.
• Import Limits: Add v1 importable item limits so large imports fail predictably before they become unsafe or confusing.
• Reading Notes: Align imported reading note categories across supported sources.
• Import Specs: Document the generic Markdown, Get Notes HTML, and WeRead import contracts, and update the Phase 2 import roadmap.
• Shared User Data: Export the shared user-data helper needed by the expanded import UI surfaces.

Django Runtime: Upgrade the backend from Django 4.2 LTS to Django 5.2 LTS and update SimpleJWT for the current runtime line.

• Security Boundaries: Harden auth/profile surfaces, private profile handling, resource fetching, image proxying, and SSRF redirect handling across resource platform fetchers.
• AI Summary Copy: Rename the Subject AI Summary reflection section label and update prompt coverage.
• Public Area Feedback: Add a user feedback ledger, submission API, admin review queue, and Web Knowledge Map feedback entry for Public Area tree quality reports.
• Knowledge Map UI: Tighten the feedback CTA spacing in graph visualization mode without changing hierarchy/list spacing.
• App Branch Merge: Merge `app_2.0_v3` back to `master`, including mobile 1.5.0 release work, Ask Linko/HomeV2, Date activity, side panel/navigation, voice note, resource, onboarding, and compatibility updates.

Connected Readwise: Add token-based Readwise connection and sync flows that reuse the existing Readwise adapter and Open Package importer, keeping connected sync aligned with JSON import reports and idempotency.

• Sync Safety: Add duplicate-sync protection, manual incremental sync, large-account guardrails, and the beta auto-sync runner for due external syncs.
• Sync Reports: Add shared import sync report history so connected sync and import review flows can show prior runs consistently.
• Readwise UI: Polish connected import states, setup explanation controls, token guidance, and localized copy across the import source and Readwise modals.
• Tag Mapping: Align Readwise tag mapping semantics with user-owned Project behavior.
• Stale Health Refresh: Document the Knowledge Tree stale health refresh boundary and current operating notes.

External Integrations: Add the provider-neutral connection foundation for future connected imports, including encrypted credential storage, disconnect semantics, sync-run history, and safe serialization tests.

• Import Planning: Document the shared import review/sync experience v1 and connect Readwise follow-up planning to the new integration foundation.

Import v1 Beta Launch: Connect the Obsidian ZIP and Readwise JSON import entrypoints, add privacy-safe launch telemetry, document the beta launch checklist, and add frontend/backend kill switches for each import source.

• Obsidian Import: Simplify the v1 import UI, add same-vault re-import safety stats, block oversized vaults during preflight, and improve import source copy and card wrapping.
• Readwise Import: Add the Readwise Highlight Export JSON import path, report review flow, source provenance, stable re-import date fallback, and localized entry copy.
• Linko Brief: Prevent encrypted-note and untitled placeholders from becoming model-visible evidence titles while keeping decrypted note body text in preview/content fields.
• Batch Lessons: Record Knowledge Tree Batch 2W maintenance lessons and update the subagent health pilot marker.

Readwise Import: Add an MVP Readwise import adapter with Open Package writer support, tests, and import documentation.

• Obsidian / Markdown Import: Preserve imported folder hierarchy as Project trees, auto-organize imported content after commit, import resolved wikilinks as note links, and add review-summary details plus wikilink, attachment, frontmatter, and readiness reports.
• Open Package Importer: Strengthen project-hierarchy roundtrip, export, undo, and import-session detail behavior for richer imported packages.
• Linko Brief: Fix Date Linko Brief scope metadata and ensure Subject Linko Brief prompt generation requests three insights, matching Home and Resource brief behavior.
• Voice Notes: Harden backend voice-note save handling around quota/image-limit paths so failed saves preserve clearer user-facing behavior.
• Workspace Sidebar: Hide root areas from the web sidebar so navigation starts from meaningful child areas.
• Workspace Search & Import Review: Fix workspace search controls and add import review summary details in the Markdown folder import modal.
• Knowledge Tree Safeguards: Tighten pre-batch safeguards, child-collapse gates, health prompts, selection-only dossiers, and health-gate persistence checks after Batch 2F through 2M.
• Release Readiness: Optimize frontend CI install behavior and publish this release from `master` to Railway production after confirming the pending production delta from the active Railway deployment commit.

Workspace Foundation: Promote Home, Knowledge Tree, Projects, Areas, Resources, and Dates into one workspace model so Linko can preserve context while users move between capture, review, and AI follow-up surfaces.

• Mobile Home Redesign: Add the `HomeV2` record feed with `HomeLinkoBriefCard`, recent-capture filters, continue-reading surfaces, scroll-aware quick actions, and smoother add / Ask Linko transitions.
• Mobile Side Panel: Introduce `LibrarySidePanel` with Projects, Areas, Resources, and Dates tabs, resource type/progress filters, activity grouping, responsive wide-screen layout, edge/back gestures, prefetching, and stale-section refresh handling.
• Project & Area Navigation: Add Project create/rename/move/delete/hide flows, Project icon keys and icon picker support, Linko Area semantic icons, hidden-root Area cleanup, and consistent Project / Area terminology across mobile and web.
• Context Detail Surfaces: Add mobile date detail navigation with load more, collapsible Resource sections, refreshed Subject and Resource headers, Project menu actions, and side-panel refresh after Project mutations or language changes.
• Search & Help: Rework mobile search into grouped notes/resources/Projects/Areas results, refresh the Help Center around task entry points, and move notification visibility into the workspace side-panel avatar area.
• Workspace-Aware Ask Linko: Extend `AIChatViewSet.chat_stream` with normalized `workspace_context` for Home, Subject, Resource, and Date surfaces so ambiguous prompts like "here" can be grounded in the active workspace.
• Active Resource Guardrails: Add active-resource scoped tools for article text, attached notes, and metadata; broad retrieval is only allowed when the prompt asks for broader context, keeping answers honest about active Resource evidence.
• Source-Aware Streaming: Stream Ask Linko responses with source collection, missing citation resolution, citation filtering, and mobile citation navigation so users can inspect the notes, resources, or subjects behind an answer.
• Compact Linko Brief: Add `compact_brief` support for Home, Subject, Resource, and Date contexts with localized fallbacks, cache versioning, paid/free context windows, usage tracking, and resource-grounding retry hints.
• Mobile Ask Linko Redesign: Add a dedicated `AskLinkoScreen` with persisted conversations, generated titles, suggestion chips, Markdown response rendering, copy actions, source cards, and animated transitions from Home/workspace entry points.
• Web Workspace Briefs: Add compact Linko Brief cards and context panels to the web Knowledge Map / workspace shell, backed by deduped client caching and scoped cache keys.
• Voice Note Compiler: Route voice transcripts through a structured compiler that creates a concise title and Markdown note in the user's output language, while keeping the original transcript encrypted and private.
• Voice Note Safety & Handoff: Enforce the 5-minute / file-size voice limit before transcription, support resource and Project/Area association, return pre-fetched related notes, and map backend error codes into localized mobile copy.
• Source Provenance: Add controlled note/resource source payload builders across web, mobile, imports, and MCP so Linko can distinguish manual capture, share/import flows, voice transcription, and AI-created content without accepting arbitrary metadata.
• MCP & Import Provenance: Record MCP note/resource host hints, import resource provenance, and imported Project embeddings so external capture/import paths leave safer evidence for later analysis and support.
• Resource Recognition & Grounding: Improve Douyin, Reddit short links, Instagram, X/Twitter, Xiaohongshu, cover-image extraction, host-like platform names, and AI grounding for article/video/general resources used by Linko Brief and Ask Linko.
• Quieter Feedback: Remove redundant mobile success toasts, add clearer auto-label skipped notices, and restyle mobile toasts as a single floating pill with readable durations and loading support.
• Web Workspace Shell: Split web Home workspace orchestration into `useWorkspaceController` with scoped feed caches, persisted subject/date filters, context-bound refresh state, and safer feed cache mutation after note/resource changes.
• Knowledge Map Sidebar: Add a web workspace sidebar with Project/Area trees, hidden Projects, resource/date navigation, search, section info tooltips, icons, and context selection that can drive the main feed.
• Web Context Panels: Add `CompactLinkoBrief`, resource context sections, subject tree nodes, icon models, and knowledge-tree utilities to support the new Project/Area workspace model on desktop.
• Web Capture Updates: Add source-aware note/resource payloads, voice-recorder processing and error-state refinements, resource/video reader fixes, onboarding activation tests, and pricing/paywall telemetry alignment.
• Workspace APIs: Add or extend feed activity summary, date/range activity, resource navigation, recent focus, Project spaces, Project move, Project visibility, and subject/resource serializers to support the workspace navigation model.
• Data Model Additions: Add resource learn-history source fields, Knowledge Tree health and maintenance records, wider `Resource.image_link`, private Project `icon_key`, and `hidden_in_workspace_nav` for workspace cleanup.
• Knowledge Tree Maintenance System: Add documented health profiles, single-node health checks, L1/L2 repair/apply scripts, merge/translation/create/remove Area handlers, public embedding refresh, repair policy, curated evals, and production read-only/write evidence artifacts.
• Entitlements & Analytics: Add Ask Linko trial state, Linko Brief mode by plan, voice-note duration entitlement metadata, paywall/modal telemetry splitting, and growth/paywall metadata tests.
• Import & Documentation Architecture: Define Phase 2 import planning, Readwise adapter spec, Open Format roundtrip/export coverage, docs source-of-truth calibration, and admin analytics operating guidance.
• Mobile Release Metadata: Bump the mobile app to `1.5.0`, iOS build `291`, Android `versionCode` `130`, and sync iOS app/share/action/widget bundle versions.
• iOS & Local Build Workflow: Add iOS TestFlight, clean build, and worktree-switch scripts plus Codex run actions for the mobile app.
• Android Dev Access: Allow Android debug builds to reach known local development hosts while keeping production `linko.study` domains HTTPS-only.
• Regression Coverage: Add broad backend and frontend coverage for compact briefs, Ask Linko rendering/citations, workspace navigation, Knowledge Map, side-panel utilities, Knowledge Tree repair tooling, voice notes, onboarding activation, paywall telemetry, public profile follow state, resource grounding, source payloads, and mobile release scripts.

Projects are a new way to organize your own notes and resources around goals, topics, or ongoing work, with icons and hide-from-navigation controls for cleaner workspace views.

• A redesigned workspace brings notes, saved resources, Projects, Areas, dates, and AI context together in one flow.
• Ask Linko now works as a focused chat experience that understands the workspace you are viewing and can show the notes or resources behind its answers.
• Linko Brief now gives short observations for your home workspace, Projects, Areas, resources, and date-based activity.
• Home has been rebuilt around a simpler record view, making it easier to review captures and quickly add notes, voice notes, resources, or ask Linko.
• Workspace side navigation is now part of the workspace itself, with faster access to Projects, Areas, saved resources, dates, and reading progress.
• Settings and notifications have moved from the old side menu into the avatar menu in the top-right corner of the new navigation.
• Project pages, Area pages, resource pages, search results, and Help Center have been refreshed to make common workflows easier to understand.
• Fixed several workspace navigation refresh, gesture, and language-switching issues.
• Fixed cases where deleting resources or notes could leave related content out of sync.
• Reduced noisy success messages and improved toast readability.
• Improved public profile follow state, recommendation flicker, and home scroll-to-top behavior.

Workspace Subject Header: Show the same Project or Linko Area icon beside the center-column subject title that appears in the left sidebar, including direct subject URLs where the subject payload does not already include an `area_icon_key`.

Web Contextual Hints: Add lightweight localized contextual hints for Project and Linko Area picker choices, then narrow the scope so hints stay only in the picker instead of spreading across Workspace panels, Search, Export, or Settings.

• Help Center Polish: Refine the Web Help Center experience by simplifying Start Here cards into static guidance, restyling Better Results as a quieter principles section, and refreshing guide copy across English, Spanish, Simplified Chinese, and Traditional Chinese.
• Root Contract: Document the approved Knowledge Tree root set with root id `1` as Humanities and Social Sciences, and align test fixtures with that contract.
• Batch 2D Planning: Add a no-write Batch selection preview tool for Knowledge Tree health maintenance, update health gate and prompt safeguards to v8, and document the repeatable batch operating loop and Batch 2C lessons.
• Visual Review Workflow: Add the canonical visual review workflow, Web lane rules, Browser/Chrome fallback guidance, product-backed Web check boundaries, and a PR template for review discipline.
• Storybook Maintenance: Fix current Storybook shared-utils mock coverage and clean local Sass `mixed-decls` warnings while leaving unrelated toolchain, runtime, and chunk-size warnings classified for later follow-up.

Web Help Center: Refresh current help content, add task-based entry cards, simplify the Start Here layout, and align Help copy across English, Spanish, Simplified Chinese, and Traditional Chinese.

• Help Accuracy: Remove premature Obsidian/Markdown import promises from user-facing Help copy, tighten AI Organization wording, and frame Linko Brief as observations and knowledge clues rather than direct next-step guidance.
• Health Gate Calibration: Tighten primary-subject checks for Knowledge Tree subagent health review and treat `split_area` as a manual design-review signal that does not require an embedding refresh at gate time.
• Expanded Label Repair: Refresh Note and Resource expanded-label caches after L1 edge applies, preserve user-content `update_time`, and block deprecated public-area apply entry points from database writes.
• Content Expand Backfill: Add a guarded content expanded-label refresh/backfill runner with production dry-run support, batching, completed-record markers, bulk through-table replacement, and regression coverage.
• Runtime Safety: Document local database mode conventions, multi-worktree startup expectations, and the product release flow that separates merging to `master` from publishing to Railway production.
• MCP Lane: Clarify that normal product releases do not require MCP release checks and that MCP production releases follow the dedicated service runbook.

Mobile NoteCard Preview: Render collapsed and expanded notes through the same Markdown renderer by truncating Markdown source with `getMarkdownNotePreview`, removing raw-text fallback previews, fade gradients, and pixel-height clipping.

• Collapsed Preview Quality: Normalize bullet glyphs, repeated blank lines, `nbsp`, Markdown image alt text, and long CJK/English wrapping lines so collapsed previews keep readable text, lists, code fences, and the first image without oversized or clipped cards.
• Markdown List Rendering: Make `NoteStyles` Fabric/Yoga 3-safe by moving layout props onto view-safe list containers, keeping list textgroups typography-only, giving block/list containers full width, and preserving markdown-rendered children for bullet and ordered lists.
• Collapsed Image Preview: Bound collapsed Markdown image previews to a fixed card height while preserving full aspect-ratio rendering in expanded notes.
• Optimistic Create-Note Navigation: Restore immediate navigation to `NoteScreen` with an optimistic temporary note after create-note starts, while the API promise continues in the background for final note reconciliation.
• Optimistic Reconciliation Events: Add `OPTIMISTIC_NOTE_FAILED`, emit structured `OPTIMISTIC_NOTE_UPDATED` payloads with real note ids and related-note metadata, and let `NoteScreen` replace the temp note without losing editable user ownership.
• Related Notes Handoff: Track `expectingRelatedNotes` in `NoteScreen` so newly created notes wait for prefetched related-note payloads instead of racing a duplicate fetch.
• Failure Recovery: If an optimistic create-note save fails after navigation, clear the pending state, stop related-note loading, return from the temp note when possible, and show a localized save error otherwise.
• NoteCard Regression Coverage: Add `test:note-card-preview` and `test:note-card-markdown-render`, and expand `test:note-card-text-layout` to cover Fabric-safe text styles, full-width list containers, markdown renderer parity, collapsed image handling, CJK width budgeting, and list text visibility.
• Note Save Regression Coverage: Expand `test:note-save-draft` to assert optimistic navigation happens before API reconciliation while non-navigation create contexts still wait for confirmed saves.
• Mobile Release Metadata: Bump the mobile app version from `1.4.2` to `1.4.3`, sync iOS app/share/action/widget bundle versions, and increase the iOS build number from `283` to `285`.

Collapsed note previews now better match the full note, including Markdown formatting, lists, mixed Chinese and English text, and the first image.

• Long notes, bullet lists, and image-heavy notes now keep a more consistent preview size while browsing.
• Fixed an issue where newly added notes could wait for background save and connection work before opening.
• Fixed bullet-list text sometimes disappearing in mobile note cards.
• Fixed collapsed note previews clipping text or showing awkward fade and spacing artifacts.
• Improved recovery when a newly added note fails to save, so Linko returns cleanly and shows an error.

Note Image Limit UX: Add web and mobile save choices when a note exceeds the hosted-image limit, including keep-editing, save text-only, or keep the first five hosted images while preserving draft content on failure.

• Linko MCP OAuth: Move MCP access and refresh credentials to opaque server-side tokens, preserve host hints from OAuth client registration, and tag MCP-created notes with `source_detail = linko_mcp` plus safe host metadata.
• Knowledge Tree Quality Tooling: Add no-write baselines for content labeling, model-backed content checks, candidate retrieval, public embedding candidates, process-label dry runs, broad parent review, prompt contract experiments, public Area repair simulation, public subject dedupe sampling, and full public Area scanner review/apply lanes.
• Public Area Maintenance Evidence: Archive dated reports and pre/post validation artifacts for reviewed public Area hierarchy repairs, scanner review, and maintenance dry runs under `docs/archive/data/`.
• Note Trash Recovery: Document the note trash recovery contract and the decision to defer full recycle-bin implementation until stronger product triggers appear.
• Feed First Page: Optimize authenticated mixed-feed pagination with a bounded selector query and batch Chinese knowledge translation lookup to reduce first-page query work.
• Mobile Notes: Fix NoteCard markdown/list text clipping and add a dedicated layout regression script for note-card text rendering.
• Mobile Modals: Rework `SlideUpModal` keyboard overlap measurement on Android so bottom sheets move only as far as needed above the keyboard.
• Share Extension: Align iOS and Android share extension colors with device light/dark appearance.
• Web Notes: Keep note drafts open until the API confirms save success, map backend hosted-image-limit errors into localized user copy, and scroll back to the top after confirmed saves.
• Web Resource Progress: Hide awkward empty completed-progress anchors when a finished resource has no note count, while keeping the editor reachable when progress is visible.
• Delete Note Confirmation: Add descriptive confirmation text and shorter localized delete copy across web and mobile.
• Resource Recognition: Harden recent metadata regressions for Spotify OpenGraph fallback, Instagram captions and entity cleanup, Bilibili short links, Google Play app URL normalization, custom app schemes, OpenAI and Paul Graham article detection, Xiaohongshu fallback type handling, and low-value generic titles.
• Note Image Processing: Count only Linko-managed hosted images against note image limits and skip AI vision processing for external note images.
• Static Asset Routing: Fix Django static asset fallback routing so React route fallback does not swallow real static requests.
• MCP Token Refresh: Stabilize repeated or concurrent OAuth refresh calls by storing opaque MCP refresh mappings, updating underlying Linko refresh tokens, scoping refresh locks by token, rejecting revoked tokens from verifier cache, and removing legacy access-JWT bearer compatibility.
• API Docs: Document MCP note provenance fields and safe host metadata behavior in `docs/api-reference.md`.
• Android Release Workflow: Increase Android `versionCode` to `128` while keeping `versionName` at `1.4.1`.
• Preserve mobile note drafts when hosted-image-limit saves fail.
• Avoid deleting all note content after a user chooses text-only image-limit saving by revalidating visible content after image removal.
• Prevent externally hosted note images from blocking save or label generation.
• Fix completed resource progress editing behavior in the web ResourceCard pattern and Storybook coverage.
• Add regression tests for note image limits, note-save drafts, note-card text layout, resource metadata recognition, mixed-feed pagination, Chinese translation batching, MCP OAuth/token handling, note provenance, and static fallback routing.

Faster first-page loading for your personal feed, especially with larger libraries.

• More reliable resource recognition for Spotify, Instagram, Bilibili, Google Play, OpenAI, Paul Graham, and other long-form links.
• Notes with many uploaded images now offer clearer save choices, so you can keep editing, save text only, or keep the first images without losing your draft.
• Sharing into Linko now follows your device's light or dark appearance more consistently.
• Fixed note text being clipped in some mobile note cards.
• Fixed note save failures caused by externally hosted images.
• Improved delete-note confirmations to make destructive actions clearer.

Note Links: Introduce note-to-note reference foundation with comprehensive UI for both mobile and web. Include note links in note list cards and mixed feed, refine interactions, and add note link modal with suggestions and relationship actions.

• Multi-Resource Notes: Support multiple resources attached to a single note across both web and mobile platforms.
• Open Format Import/Export: Implement Open Format v1 exporter and UUID foundation. Add Markdown folder import and Obsidian ZIP import adapters with batching and safe undo capabilities. Add Import and Export entries to account menu.
• Linko MCP (Model Context Protocol): Introduce Linko MCP Phase 1 service, public MCP landing page, and ChatGPT app submission package. Add OpenAI app domain challenge endpoint.
• Android Share: Add Android share activity extension.
• Admin & Analytics: Add Activation Review dashboard and 60-day activation review window with free-text recommendations.
• Onboarding & Empty States: Refine empty state copy for "My Content" and "Following" sections, update feed tab "Mine" label translations.
• Fix daily revisit notification navigation.
• Fix linked note modal scrolling and refine visual details (icon spacing, menu icons, modal alignment).
• Stabilize resource type detection against user-agent bot blocking.
• Fix React Native refresh resync scope bug.
• Fix ResourceScreen initial flicker and Android subject header button alignment.
• Guard Android Google auth config on login.
• Fix voice transcript export fallback.
• Fix subject stats count labels.
• Deprecate legacy note resource fields in clients.
• Move machine-specific settings into local config and update external import adapter docs.

Note Links: Note-to-note linking is here! You can now easily link related notes together, creating a powerful web of your own knowledge.

• Multi-Resource Notes: A single note can now reference multiple resources, making it easier to capture broader context.
• Android Share Activity: Seamlessly save content to Linko directly from other apps on your Android device.
• Fixed missing revisit notifications and improved notification navigation.
• Made resource link parsing more reliable when facing network blockers.

Redesign SubjectScreen into a compact tabbed feed layout with sticky tabs

• Refine ResourceScreen layout, feed rendering, and reusable resource cards
• Make author books and resource recommendation cards horizontally scrollable
• Prewarm feed tabs to prevent losing scroll position across switches
• Remove paid gating from note uploads (free for all users)
• Enhance metadata extraction and fallback coverage for X (Twitter) and Zhihu
• Fix SubjectScreen first-sentence truncation across all languages
• Preserve scroll position across tab switches in ResourceScreen
• Fix ResourceScreen safe area edges
• Hide note title margin when the title is empty
• Preserve React Native auth sessions during token refresh network failures
• Fix Gradle external build failure for Android

Redesigned Subject and Resource screens with a cleaner, tabbed layout

• Added horizontally scrollable recommendations and author books for easier browsing
• All users can now upload notes without any limits or paid gates
• Improved link parsing for X (Twitter) and Zhihu
• Note cards with no titles look cleaner without extra blank space
• Prevented unexpected logouts when experiencing poor network connection

Expand onboarding flow with new choices, labels, and updated reset/auto-start logic

• Refactor iOS save extensions and add action target
• Add Copy Content option modal and fix NoteCard copy formatting
• Update admin dashboards: add 30-day resource counts, today activity metrics, last content type, and usage percent
• Update retention metrics segments for onboarding and paywall
• Normalize feature usage, knowledge usage, and user table layout for responsiveness
• Fix NoteCard folding scroll alignment and press behavior (now navigates directly to NoteScreen)
• Fix repeated quote behavior in editor
• Fix Intro screen font setup
• Normalize onboarding lists
• Remediate multiple dependabot security alerts across backend and clients (wave 3, 4, remaining high chains)
• Optimize CI triggers, scope checks by changed paths, and migration check environments

Added a new "Copy Content" option to easily copy texts from notes

• Improved iOS sharing extension to support saving web content more seamlessly
• Tapping a note now opens the full note page directly instead of expanding it

Auto-tag note subjects based on resource context with smart defaults, integrating custom tags

• Enhance new user onboarding task UX with improved progress bar animations and Markdown support
• Improve visual hierarchy of learned items in KnowledgeTree (prioritize learned subjects, hide empty subtrees)
• Update admin dashboards: add Engaged Users Dashboard, Growth Metrics, and last refresh time display
• SEO & Web: Improve sitewide SEO metadata, indexing controls, and landing page messaging
• Preserve note blank-line markers and normalize markdown content
• Fix Android onboarding video display
• Improve upgrade prompt modal layout on Android
• Remove mobile image spacing
• Hide RichEditor placeholder when external value exists and improve quote icon alignment
• Improve home feed note-resource sync and label fallback handling
• Implement structured prompt pipeline with retry logic and fallback caching for AI-generated tags
• Enforce strict JSON parsing and harden AI summary note link parsing
• Fix learned subjects ordering and prevent loading errors by adding default values

Notes now support Markdown tables, making it easier to view organized structured information

• Added support for empty lines in notes, giving you better control over paragraph spacing
• Optimized image spacing in notes for a much cleaner and natural reading experience without excessive blank space
• Smoother welcome experience and task progress tracking for new users
• Fixed an issue where referenced notes within AI Summaries could not be tapped to open
• Fixed display issues with the onboarding video and upgrade prompts on Android
• Fixed the ordering of learned subjects for a more accurate learning history

Add GoogleLogin component to refactor Google Auth and improve token handling

• Add support for identifying and styling small inline images across the API and frontend
• Enhance user activity tracking by updating 'last_login' and 'update_time'
• Add detailed Android registration source tracking
• Add i18n support for auth pages and improve language detection ("retry" translation)
• Fix Android stack transitions to prevent flicker when popping to MyTabs
• Disable scroll to top for DrawerMenu ScrollView
• Fix variable reference for screen height in ResourceScreen
• Improve feed initial loading state and default tab selection
• Refactor NoteCard truncation to use text heuristics for better performance
• Add markdown image alt text sanitization
• Fix onboarding screen race condition on Android
• Fix useTheme destructuring in NoteCard
• Refactor OnboardingTasksContext to use user-scoped AsyncStorage keys
• Defer setIsAuthenticated until after navigation reset and block clipboard modal during onboarding
• Add new user onboarding flow for web app with 3-step guided experience (referral source, goals, first action)
• Add onboarding task list to web sidebar with expandable dropdown tutorials and task tracking
• Implement direct feedback submission in both web (ContactModal) and mobile (FeedbackModal) with backend endpoint
• Add dynamic screen orientation support for tablets (allow rotation) while locking phones to portrait
• Add i18n support for auth pages (Login, Register, verification) across all locales (en-US, zh-CN, zh-TW, es-ES)
• Add custom language detector with proper normalization for Traditional Chinese (zh-TW/zh-HK/zh-MO)
• Prioritize localStorage cached language in language detection
• Improve back navigation handling in auth screens with proper focus-based Android back handler
• Refactor SlideUpModal keyboardOffset to use screen ratio instead of pixel value for better keyboard avoidance
• Add keyboardOffset to FeedbackModal and reduce contact section padding for better keyboard avoidance layout
• Enhance Subject page loading experience with skeleton states and smooth content transitions
• Add loading overlay in SubjectVisualization to indicate data loading status
• Hide NavBar and footer on new user onboarding pages
• Maximize responsive onboarding layout for mobile
• Integrate UpgradePlanModal into NewUserOnboardingPage
• Refactor AIChatButton to use input field instead of textarea for improved UX
• Refactor navigation handling to use global navigationRef with proper readiness checks
• Optimize SubjectVisualization navigation with ref-based safeNavigate to prevent unnecessary D3 re-initialization
• Prevent SubjectPage state reset during subject info fetch for seamless transitions
• Extract domain check logic in AllScreen and add referrer policy support for xhscdn.com and doubanio.com
• Convert localStorage keys to user-specific format with migration logic for onboarding contexts
• Add cleanup pattern for async effects in OnboardingTasksContext
• Add FeedbackViewSet with /api/feedback/submit/ endpoint and email notification
• Add onboarding data tracking in UserAnalyticsService (referral source, selected goals, completed tasks)
• Enhance user registration tracking with auth_method (email, google, apple) and dashboard badges
• Add User ID column to new users dashboard
• Fix onboarding screen race condition on Android by reordering auth state update before navigation reset
• Fix useTheme destructuring in NoteCard to correctly alias theme as currentTheme for dark mode
• Fix dark mode styling for onboarding gradient and back button
• Defer setIsAuthenticated until after navigation reset and block clipboard modal during onboarding

Optimized list scrolling for a smoother experience

• Fixed screen flickering on Android when returning to the home page
• Fixed drag bar display issues on Tablets in landscape mode

Send feedback directly from the app without switching to email

• Tablets now support screen rotation for a more flexible viewing experience
• Fixed onboarding screen not displaying properly when logging in with Google/Apple
• Fixed note card text color not updating correctly when switching between light and dark mode
• Fixed clipboard detection appearing at the wrong time during onboarding

Implement new user onboarding flow with interactive task list and animations

• Add AI Summary generation to Subject screen
• Add related notes modal triggered from note title or "See Related" action in NoteCard
• Add copy functionality to TranscriptModal (replacing close button)
• Add app installation source detection for smarter update prompts
• Enable edge-to-edge display with transparent system bars on Android
• Navigate directly to NoteScreen upon note creation from Subject/Resource screens
• Refactor onboarding to use optimistic updates and persistent start state
• Add onboarding analytics and tracking for user journey insights
• Simplify IntroOnboardingScreen to single-page welcome view
• Add video tutorial to SubjectTutorialModal for Knowledge Tree guidance
• Enhance confirmation dialogs with improved copy functionality in NoteCard and ResourceCard
• Refetch library and feed data on app foreground to ensure freshness
• Simplify reflectThoughtsDesc text across all locales
• Fix TabBar layout and AI Summary scroll behavior
• Refactor NavigationUtils for robust navigation handling
• Refactor RNIap connection management to use singleton pattern with reference counting
• Optimize query re-renders in note and resource hooks
• Fix Android navigation transition flicker
• Prevent data fetching when user is not authenticated
• Add New Users Dashboard for analytics (KnowledgeAdmin)
• Add weekly new users data and update growth metrics UI
• Add retry logic for fetching Reddit resource data
• Optimize notification queries to exclude deleted and private accounts
• Fix useResourceData infinite loading and redundant fetching
• Correct resource deletion logic in feed
• Fix duplicate API calls in Recommendations and optimize FollowingFeed load more

Guided onboarding for new users to help you get started quickly

• Voice note transcripts now display better with one-tap copy
• Smoother transitions when exploring Knowledge Tree connections
• Jump straight to your new note after adding it from Subject or Resource screens
• Fixed feeds not updating after deleting a resource on a resource screen
• Fixed screen flickering when returning to Home on Android
• Fixed update check not working on Android

Introduce AI Chat with intelligent note and resource search, citations, and recommendations

• Add celebration feature for resource progress milestones
• Add placeholder content for new users on Revisit screen
• Migrate navigation to createNativeStackNavigator for smoother screen transitions
• Optimize home screen navigation with popToTop for faster return animations
• Enhance TabBar shadow visibility with gradient shadow on Android
• Add skeleton loading states for ResourceCard platform, progress, and subject sections
• Update Revisit placeholder text with clearer, user-friendly messaging
• Hide tab navigation for private account users
• Adjust TabBar dimensions and drag indicator styling
• Integrate recent topics into AI Chat for personalized suggestions
• Optimize Android FlatList performance:
• Enable removeClippedSubviews for better memory management
• Optimize windowSize and maxToRenderPerBatch
• Remove isScrolling state loop to prevent unnecessary re-renders
• Enable Proguard/R8 for Android release builds (code shrinking and obfuscation)
• Refactor useRevisitData to use cached data for faster loading
• Optimize ResourceScreen loading with improved translations
• Pass full noteResource object for immediate linked resource display (optimistic update)
• Hide subject section on ResourceCard when viewing non-library resources
• Implement AI Chat backend with citation handling and response refinement
• Enhance AI prompt instructions for recommendation and note queries
• Limit conversation history to prevent context overflow
• Clean email addresses before sending for improved delivery reliability
• Update sidebar configuration based on user membership status
• Fix Android status bar handling with solid background color
• Fix Android navigation transition overlay issue
• Fix back button alignment and functionality across screens
• Fix NoteCard isPending prop to respect note.is_pending flag
• Fix Heatmap date calculations for daylight saving time accuracy
• Fix ChatMessage bold text rendering for improved markdown display
• Fix Android Status Bar color mismatch on PublicProfileScreen (use solid grey), NoteScreen (solid grey), ResourceScreen (solid white), and SubjectScreen (solid white)
• Fix Android PublicProfileScreen header layout overlap by removing custom gradient background and aligning with NoteScreen implementation
• Refactor PublicProfileScreen, ResourceScreen, NoteScreen, and SubjectScreen to use `useTheme` hook for dark mode detection
• Suppress widget errors on Android

Smoother and faster navigation between screens with improved animations

• Quicker return to Home screen when navigating back
• Resource Cards now show placeholder loading effects while content is being fetched
• New users see helpful guidance on the Review screen to get started
• Significantly improved scrolling smoothness and overall performance on Android devices
• Fixed status bar display issues, ensuring consistency across Profile, Note, and Resource screens

Optimize iPad and Tablet experience:

• Adaptive layout for Onboarding, Subject Screen, and Tab Bar
• Responsive font scaling in Note Editor
• Enhanced Drawer Menu with scroll support and tablet responsiveness
• Refactor Profile sidebar: separate "Recent Resources" into "In-progress Resources"
• Add close button to BookPreview for better navigation
• Unify sidebar title styles and spacing across resource pages
• Improve UI for HomePage, ResourcePage, SubjectPage and PublicProfilePages
• Update icons for 'Related Fields' and 'Featured Fields'
• Add backend proxy for Douban book covers to resolve image loading issues
• Integrate getImageUrl utility for Douban image proxy support
• Fix feed loading issues and add safe checks for author info
• Optimize getIcon function call
• Adjust padding and spacing for improved tablet layout

Optimized experience for iPad and Tablets with adaptive layout and responsive fonts

• Profile sidebar now features "In-progress Resources" to better track your learning journey
• Enhanced drawer menu with smoother scrolling
• Improved book cover loading for better visual experience
• Added a close button to book preview for easier navigation
• Refined visual design across Home, Resource, and Subject pages
• Fixed feed loading stability issues
• Fixed layout glitches on larger screens

Integrate Knowledge Tree directly into Subject page with improved tag interactions

• Simplify ResourceReaderFullScreen: remove header/dragbar, add floating close button
• Make URLs in resource descriptions clickable
• Standardize link and timestamp colors in resource descriptions
• Optimize AddLinkModal layout (reduce gap, half-screen slide-up)
• Simplify upgrade prompts to use a single title line
• Replace email button with copy button in FeedbackModal
• Add directional arrows to subject visualization lines
• Improve placeholder UI/UX and loading states across the app
• Add loading placeholders for VideoPlayer and PodcastPlayer
• Implement SkeletonLoader reusable component
• Optimize tab rendering with react-native-reanimated
• Optimize author info loading with preloading
• Add Storybook support with component stories
• Implement weighted random selection for note retrieval (Revisit)
• Admin analytics enhancements (paid member status, dashboard metrics)
• Use separate headers for Reddit JSON API to avoid 403 errors
• Default private_account field to True
• Fix GIF loader tinting issue
• Fix video timestamp extraction and display
• Fix infinite loader in LinkResourceSuggested
• Fix RevisitScreen reset behavior
• Fix placeholder card flashing on FollowingScreen
• Fix status bar avoidance in full screen reader
• Fix TreeIcon fill color in dark mode
• Fix race condition in related notes fetching

Knowledge Tree now displays directly on the Subject page for easier access

• Clickable links and timestamps in resource descriptions
• Cleaner full-screen reading experience with floating close button
• Smarter note selection in Revisit for better review sessions
• Simplified upgrade prompts for a cleaner interface
• Faster data refresh and cloud sync
• Smoother tab bar scrolling on resource and subject screens
• Fixed GIF loader color display in dark mode
• Fixed video timestamp extraction and display
• Fixed infinite loader when no resources are available in note link resource page
• Fixed Android version update check
• Fixed various dark mode visual issues

Fix dark mode white flash in ResourceReader preview and fullscreen components

• Optimize card deletion speed with instant optimistic updates
• Increase debounce delay from 700ms to 1000ms for press guards to prevent duplicate navigation
• Implement async loading for Revisit Q&A with skeleton loaders
• Add async labeling support for resource creation (faster resource processing)
• Optimize TabBar rendering with static styles and React.memo
• Fix theme-aware re-rendering in ResourceScreen header
• Remove LayoutAnimation from NoteCard for smoother scrolling
• Fix theme-aware memoization for NoteCard markdown styles
• Optimize resource data fetching and fix duplicate authorInfo calls
• Add isRefetching and isFetching to notifyOnChangeProps for better UI updates
• Add isLoadingResource state to prevent BookOverview description UI jumps
• Fix NoteCard truncation logic to properly measure content height
• Add skeleton loaders and simplify content rendering in BookOverview
• Add overscroll down gesture to dismiss TabBar in feeds
• Add PlaceholderCard overscroll detection for TabBar collapse
• Optimize rendering and scrolling behavior in Notes component
• Add EditorPreloader component to pre-warm RichText WebView and improve loading performance
• Memoize toolbar items in EditorToolbar to optimize rendering
• Add Traditional Chinese (zh-TW) language support across the application
• Implement Fast-notes-first loading for Revisit screen
• Show inline error instead of toast for short voice recordings
• Use SafeAreaView with selective edges in ResourceReaderFullScreen for transparent bottom bar
• Improve theme-aware styling and visual design in ResourceReaderPreview
• Improve feed divider styling and code formatting
• Reduce spacing between info section and CardSubject in ResourceCard
• Adjust resource screen spacing and code formatting
• Improve SafeAreaView handling in NoteScreen and SearchScreen
• Integrate Recent Focus in TopSubjects component (replacing Knowledge Domains)
• Update app translation terms: 'Record thinking', 'AI search', and 'Recent Focus'
• Rename 'Linko AI' to 'AI Summary' across web and mobile apps
• Rename 'Give Feedback' to 'Feedback' and update all locale labels
• Standardize z-index hierarchy and fix voice modal stacking issue
• Ensure destructive confirmation buttons are red
• Translate confirmation button in unsaved changes dialog
• Filter custom tags conditionally based on active tab
• Add voice note validation with minimum duration requirement
• Add null-safety guards in EditNoteCard change detection
• Apply smart_title to all subject name displays for abbreviation casing preservation
• Migrate iOS ShareViewController from SLComposeServiceViewController to UIViewController
• Enhance Terms of Service and Privacy Policy with comprehensive legal updates and links
• Improve note placeholder text for clarity across all language files
• Enhance AddLinkModal with platform examples for better user guidance
• Refine NoteCard truncation logic for improved content display
• Simplify contact modals by removing WeChat QR code and optimizing ContactModal design
• Unify toolbar rendering for Android and iOS in AddNoteModal
• Refactor BookOverview and RecommendResources components for improved layout and readability
• Remove widget tagline for cleaner design
• Optimize TranscriptModal by removing unnecessary ScrollView and container styles
• Adjust user counts container styles for improved layout and alignment
• Clean up media permissions configuration
• Enhance tab functionality in TheTabs component
• Simplify upgrade prompt quota descriptions for clarity
• Enhance keyboard handling in AddNoteModal for iOS and Android
• Reduce long press time for add note action
• Remove border-top from pricing card layout for improved design consistency
• Add async_labeling service for background label processing
• Add dedicated WeChat handler for faster metadata extraction
• Optimize get_link_info retry logic and xiaohongshu handler
• Optimize link metadata extraction with streaming HTTP
• Optimize article fetching for AI processing
• Enhance AI summary for 'other' type resources
• Improve article labeling by fetching content when no description
• Refactor best_unlearned API to separate logic for subject/general recommendations
• Add author_info pre-computation for books
• Add smart_title function to preserve abbreviation casing in serializers
• Enhance fallback logic with 70+ platform mappings for add_link
• Improve error handling and content validation for resource summaries
• Improve Weibo link handling
• Fast-notes-first loading implementation for Revisit backend
• Add conditional async labeling for backward compatibility
• Send admin email notification on membership purchase
• Migrate tag cleaning from static CSV files to database-backed TagScanRecord model
• Refactor membership handling in backend with simplified capabilities logic
• Update earlybird registration cutoff logic with improved error responses
• Enhance Apple sign-in handling with improved error management and loading states
• Create Stripe Checkout Session for lifetime membership with updated payment handling
• Make invitation code optional for user registration
• Fix dark mode white flash in ResourceReader preview and fullscreen components
• Fix Android dark mode white flash issues
• Fix code block rendering in dark mode
• Fix resource type detection for video-game articles
• Fix WeChat article image rendering
• Fix resource embedding logic issues
• Show Curated Picks section for all languages on subject page
• Remove unnecessary sanitize_html_content calls for plain text descriptions
• Fix missing translation keys across all locales
• Update add link placeholder text
• Fix custom tag upgrade prompt freezing app on non-MyTabs screens
• Fix line-height for user name in drawer menu
• Add pluralization for note count in Simplified and Traditional Chinese translations
• Update Android button click handler to use modal instead of direct Play Store link

Traditional Chinese (zh-TW) language support

• Your notes now load first in Revisit for quicker review
• Resources load faster when you add them
• Smoother scrolling and navigation throughout the app
• Cards delete instantly without waiting
• Clear in-screen warning when voice recordings are too short
• Improved link sharing from other apps on iOS
• Swipe down to hide the tab bar on resource screen or subject screen while browsing feeds
• Transparent bottom bar in full-screen article reader
• Fixed white flash when opening articles in dark mode
• Fixed code block display issues in dark mode

Introduce 2-tier membership pricing structure: Beginner (free) and Advanced

• Add comprehensive upgrade prompt system with inline prompts for plan limits
• Add promo code redemption system supporting early-bird codes and lifetime membership codes
• Add client-side auto-label quota detection with upgrade prompts
• Modernize pricing modal UI with dark mode support and enhanced video component
• Display membership badge in drawer menu with improved styling
• Add upgrade prompt cards for related notes limit in note creation
• Improve image upload UX with inline upgrade prompts and unsaved changes protection
• Enhance voice recorder permission flow and navigation consistency
• Improve note change detection to prevent flagging empty notes as modified
• Remove card creation limits and implement soft limits for free tier
• Remove mandatory invitation code requirement from registration
• Optimize TokenManager keychain reliability and API compliance
• Improve image interaction during scrolling in NoteCard
• Enhance DeleteConfirmModal with portal rendering and z-index adjustments
• Improve RichEditor click handling for better focus behavior
• Add appropriate duration for voice note upload toasts
• Improve app version detection and toast error handling
• Remove verbose development console logs for cleaner user experience
• Fix double-tap navigation issues across the app with navigation and press guard hooks
• Fix pricing display and video import on mobile
• Fix voice recorder permission flow and navigation consistency issues

Keep voice recorder running when the screen dims or the app is backgrounded

• Return to the original card position after closing an expanded note
• Add placeholders for links and articles that cannot generate previews
• Correct Add Note window status bar color for clearer UI contrast
• Fix iOS layout shift when long-pressing a resource card title to add a note

Introduce full-screen and preview modes for article resources with swipe-to-dismiss gestures for enhanced reading experience

• Add unsupported video placeholder with direct link access for videos that cannot be played in-app
• Improve add note window UI with better spacing and header layout
• Enhance private field edit modal UI with improved layout and button styling
• Standardize confirmation modal button layout across the app
• Refine custom tag screen UI with optimized button positioning
• Ensure complete note data is fetched when navigating from slim note card to note screen
• Fix liked users modal displaying incorrect usernames in dark mode
• Correct resource type filter UI state when selection is toggled off

Prevent returning to Home when linking a resource while adding a note on Subject Screen

• Refresh the Subject Screen note list immediately after deleting a note
• Ensure microphone access works right after first authorization without restarting the app
• Prompt for photo library permission the first time a note is saved as an image on iOS
• Restore expired resource images on ResourceCard with proper fallback handling
• Correct loading feedback states across notes, resources, and following lists
• Improve share extension sync mechanism and token refresh handling
• Remember the last selected Local Records tab (All, Notes, Resources, Ignite or Following) and reopen it on the next launch

Added a feature walkthrough onboarding for first-time app users

• Added multi-language support to the Register and Login screens

Created two versions of app widget

• Enhance token storage and retrieval for better login status maintenance

Adjust icon sizes for voice note and regular note on Note Card component for better alignment

• Improve token refresh logic in useAuthStatus for better authentication handling

Voice note is now available!

• Enhance Help Center Screen with detailed feature descriptions and improved layout
• Fix FollowingScreen flickering when the user first transfers to a public account: implement debounced refresh for feed updates and optimize state management on tab focus
• Implement user session cache clearing in the Login and Register screens to display the latest user info
• Synchronize UserDefaults and App Groups storage for token management in Share Extension

Enhance CardSubject component to improve suggested tags display and user custom tags integration

• Shrink statics file size to improve app performance
• Fix second image replacing first image in editor.

Implement clipboard detection for link when user first open the app

• Users can now generate AI Summary on a subject screen
• Open video in browser if is not YouTube (cannot watch in-app)
• Fix revisit note update behavior to display the latest edit
• Fix note image blinking
• Fix token comparison between main app and share extension to avoid unusual logout

Hide LearnedUserModal if user is a private account

• Allow user to generate note link even if their account is private or the note is private
• Detect note link in note content so users can navigate to the note screen
• Fix fatal bug: note edit
• Fix Following Screen and Revisit Screen data lost after app backstaging for a while.
• Fix trending books not showing after app is in the background for a while

Enhance image insert behavior in editor

• Enhance splash screen display under dark mode
• Enhance editor tool bar display when keyboard is dismissed
• Update react query cache after user make edito to resource card or note card
• User can open app (like Xiaohongshu) directly by clicking the link in WebView or using "See Original" in more actions
• Fix navigation not working in knowledge tree modal on Android device
• Fix LearnedUserModal.jsx UI glitch
• Fix updateChecker by reverting axios import to directly from 'axios'
• Fix TabBar reset to bottom after a fetch more triggered when scrolling in MyFeed flatlist on ResourceScreen

Update resource & note card even they are edited on other screens

• Add export instruction on Setting Screen
• Add AI summary for all resource type
• Add Note Screen redirection in AI summary
• Allow user to copy AI summary in one-click
• Allow user to add customized book
• Allow user to dismiss keyboard by touching header part in Add Book Modal
• Hide scroll indicator on Resource Screen and Subject Screen
• Initiage TabBar position to bottom on Resource Screen if there is no note attached to this resource
• Enhance resource image display on home screen render lists
• Fix home button dysfunction on Android devices
• Fix iOS share extension issue

Allow user to edit resource title (except books)

• Omit normal token need refresh 401 error for Sentry
• Handle all token retrieve in axiosNew.js
• Add resource progress modal entry to more action modal and make title clearer
• Fix line height for TextInput, improve UI on some android devices
• Fix book progress input error

Add refresh control on Friends Screen

• Fix blockquote styles in note editor
• When user clicks a link inside a webiew, the link will now open in the default browser
• Added Sentry debug tool to log user's error
• Prevent fetch feed content when there is no access token
• Fix user cannot properly logout after refresh token failed
• Fix cannot show follow request on notification scren
• Fix user cannot add custom tag when search subject result's length is 0
• Fix private field delete error and refresh my feed, notes, and resources after deleting a private field
• Fix user can enter edit mode when note is saving or AI summary is displaying on Note Card
• Fix user got logged out after register

Enhance package compatibility

• Improve AddNoteModal placeholder styling
• Improve modal keyboard animation handling
• Fix shuffle button style under dark mode
• Fix user count does not update after add/delete note/resource
• Fix related notes not showing up after adding note
• Fix noteOriginalContent not update after note edit
• Fix Android google login
• Fix onboarding modal language setting dysfunction

Unified refresh control indicator color

• Add parameters to postNote API to accept related notes
• Optimize the note update logic by adopting an optimistic update strategy to improve user experience

Refactor application data management by fully migrating to React Query

• Align fab actions inside add FAB group
• Add userInfo and revisitData to cache
• Update the navigation logic to pass the note and resource object as a parameter to NoteScreen and ResourceScreen
• Add a view with a height of 0.02 in both ResourceScreen and SubjectScreen to cover the transparent portion of the tab content.
• Optimize the application initialization process to reduce blocking time by asynchronously initializing other features in the background, and delay preloading the rich-text editor to enhance performance.
• Optimize the submission logic in the LinkResourceModal component to shorten user wait time
• Add last_updated time and liked_by indicator for ResourceCard. Unify card header section for NoteCard and ResourceCard
• Optimize the note-saving process by adding support for optimistic updates. Update related components to handle temporary note states, enhancing the user experience.
• Update the SafeAreaView component’s edge properties by adding bottom-edge support to improve layout adaptation in the application.
• Fix image insert in editor:
• The second image won't replace the first one anymore
• After save a note with image, the following note editor won't render previous content

Optimize the ResourceProgressModal component to allow length input as either an empty string or a number.

• Update useNoteEditor to configure the link extension, enhancing editor functionality and user experience.
• Fix iOS share extension dysfunction
• Add loading state to the notification screen and search screen
• Add multiple custom icon components
• Add update check functionality to DrawerMenu component
• Add cache management functionality to support caching and loading of MyFeed and ongoing resource data.
• Add logic for fetching and managing heatmap data in AppContext and LibraryContext, and update related components to support heatmap data refresh
• Optimize the Essential Books display logic for improved presentation.
• Optimize the navigation structure and initialization logic in App.jsx
• Remove redundant setIsEditModalVisible calls in the CardSubject component

Fix fatal token expiration and undetectable-session issues.

Show matched snippets in SlimNoteCard on the search screen.

• Adjust BookOverview author information rendering to exclude the Wikipedia link for a cleaner display.
• Add FeedbackModal for user feedback, including copyable WeChat ID, WeChat QR code support, and email access.
• Disable the vertical scroll indicator on the Setting screen.
• Show the share button in NoteCard actions only when the account and note privacy settings allow it.
• Emit subject data change events from LibraryContext after resource and note updates.
• Render SplashScreen from NavigationStructure based on authLoaded state so authentication loading is handled reliably.
• Fix the Home button and improve token management so users can log out after a refresh-token failure, version update, or session expiration.

Dark mode

• Optimize refresh_token fetch logic to prevent using blacklisted token
• Optimize Setting Screen layout
• Update react-native version to 0.79 and update other packages for compatibility
• Fix Early Bird badge flying out when user name is long
• Fix onboarding modal not able to scroll

Implement membership pricing system with multiple tiers

Update RevisitScreen font size for improved readability.

• Reorder notes before resources in SearchScreen.
• Preload the rich-text editor for improved performance.
• Update the Keychain reset method.
• Show author, year, month, and platform information in ResourceCard.
• Refactor authentication and navigation handling in App.
• Add EarlyBirdBadge to DrawerMenu and improve user information display and readability.
• Add keyboardShouldPersistTaps="handled" to FriendsScreen and AddBookModal for better keyboard behavior.
• Add a Chinese platform hint to AddLinkModal.
• Enhance token management and session handling across contexts.

Add a Help screen.

• Fix the white screen that appeared during search.

Fix and unify local strings for "Long press to add note"

• Refresh user subject on search screen and filter area when user add new note
• Add loading statement for login and logout button
• Add knowledge tree icon description on subject screen
• Show following tab for public user even if they have not start following anyone

Enhance login and registration flow with button loading states

• Add subject update handling and event emissions in context and screens
• Remove subject filter for new users.
• Update Chinese localization strings for placeholder cards
• Change subtab sequence to: all, notes, resources
• Add localization for editing private fields and knowledge tree in SubjectScreen
• Refactor privacy settings handling in SettingScreen and update tab visibility logic in MyTabs
• Implement Global Clipboard Modal for URL detection and management

Fix long press to add note hint on FAB and resource card.

• Add saving state management in CardSubject
• Add loading state for adding resources to library in ResourceCard

Always render original note content in editor, never render AI-summary

• Refactor button components in Login, Register, and ResetPasswordModal screens for consistency
• Update OnboardingStyles and OnboardingModal for improved layout and spacing
• Enhance ResourceCard and ResourceScreen for improved resource deletion experience
• Removed double loader for Android
• Refactor screens with no content to implement ScrollView and RefreshControl for for better user experience
• Enhance loading state management in FriendsScreen, PublicProfileScreen, PrivateFieldEditModal, resource screen add to library button, slim resource card add butto
• Refactor loading footer in useOptimizedLoading for improved visibility and structure

Improved scroll behavior of Flat Lists that contain note card, forcast note height based on character count before render

• Refactor NoteCard component and update localization strings
• Enhance NoteCard and ResourceCard AI-summary buttons with improved styling
• Refactor AI-summary loading indicators in NoteCard and ResourceCard components
• Unified loading indicators using custom loader
• Fixed button height on register screen
• Update CardSubject component placeholder and add localization for searchOrAdd string
• Update FloatingActionButton and localization strings for improved user guidance
• Implement Floating Action Button (FAB) state management and screen options adjustment
• Add note functionality to ResourceCard component
• Add image saving error detail to toast notification
• Update language names in LanguageContext and SettingScreen for improved clarity
• Update NoteStyles to remove vertical margin of list_item
• Integrate ongoing resources reset functionality into LibraryContext and update AllScreen for improved data management

Fixed fatal bug: note edit, resource summary load

Enhance AddNoteModal and useNoteSave to include isSaving state management

• Fixed content placeholder text to remove chrome extension related content and added tips
• Implement onboarding context and modal in App component
• Remove vertical scroll indicator multiple flatlists

Fixed Android Add Button style issue

• Fixed Android edge gesture

Implement AI summary generation and feedback features in NoteCard component

• Update NoteCard and ResourceCard components for AI summary feature
• Enhance ResourceScreen with AI summary functionality
• Removed modal indicator text in card more action modals
• Updated MyTabs navigation to completely disable back navigation
• Fixed subject filter scroll dysfunction on Android
• Enhance NoteCard and ResourceCard components with UI improvements and bug fixes
• Add expo-blur for enhanced Floating Action Button visuals

Updated MyTabs to allow normal gesture behavior for system back gestures and implemented a backup exit gesture handler for Android

• Updated regex for URL extraction to stop at punctuation marks and whitespace, improving accuracy.
• Added AvatarModal component for avatar selection and integrated modal into DrawerMenu and SettingScreen for easy access.
• Refactor RefreshControl components in FeedWithDivider, FollowingFeed, and MyFeed
• Add CustomLoader and CustomPreloader components with GIF support

Changed default toast duration from 3000ms to 1500ms for quicker feedback.

• Updated toast position to be dynamically set based on screen height for better visibility across devices.
• Replaced the PrimaryButton with a SecondaryButton for the save/update action to enhance visual hierarchy.
• Updated button styles to adjust line height for Chinese text on Android.
• Ensured consistent handling of Chinese text across Primary, Secondary, Tertiary, Cancel, and Dangerous buttons.
• Modified SubjectTag component to apply similar Chinese text styling.
• Enhance AddLinkModal functionality to check clipboard content on open, automatically populate the input field with URLs when the modal is opened.
• Added support for quick actions in the iOS app, allowing users to create notes and add URLs directly from the home screen.
• Add long press edit instruction to NoteCard component
• Enhance FAB component in MyTabs with gradient overlay
• Enhance notification handling and navigation in the app
• Refactor AddLinkModal to include loading state with CustomLoader

Changed save button in AddNoteModal button

• Changed AddNoteModal UI (removed backgroundColor for tool bar )
• Long press note card to enter edit mode
• Fixed bug:
• Adding multiple images into note editor
• Note image download issue: image inside note & indented list item

Improved unsaved change detect to avoid alert when no change has been made.

• Refactor MarkdownImage component in NoteCard to improve image styling and alignment.
• Improved image insertion logic, and implemented a mechanism to monitor and restore content if significant loss is detected.
• Added ios share extension

Fixed editor bug