http://du.kokura.dehttp://du.kokura.de/posts/423http://du.kokura.de/posts/423Sat, 11 Jul 2026 15:29:11 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/zhetengsha/6369" target="_blank" rel="noopener"><span>折腾啥</span></a> (<span class="tgme_widget_message_forwarded_from_author">小一</span>)</div><video src="/static/https://cdn5.telesco.pe/file/92818437c5.mp4?token=I27to87fCxwepfpEcV123Bu1j5-cmKdYVmC3kvQPOgETf5AyS8WGDbb5-9FV_fypeglipaVsWwHcv3J6Q_ef5H5AwltcRiJVQRWf0WR9Am8WS42mmc3R_1gPU5S8RMBFQXQOhFkMOZkfOXmKi7PBFXRPfvAgr9VcdUYTWaPe6H9sBu-DCsbf5y2vb8zfaN4meqndq0GPbfqw6ZbHhtD1ujm0UPgA6LyjODHcrS6VDmNHANu32GxxarEih67wKKqddmbgnf50Bb0wxadVCsqcdym_yHzbPRnq7HMRfjCY0l79BK9l1Z4EkEI4glEBVesdU2Tm2_vt5fvu8odX8zLhPA" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><u>Headroom: 面向 AI Agent 的本地上下文压缩层</u><br /><br />• 压缩工具输出、日志、RAG 片段、文件和对话历史，降低 60–95% Token 消耗<br /><br />• 支持 Python / TypeScript 库、代理模式、<mark class="highlight">MCP</mark> Server 和主流 Coding Agent 一键接入<br /><br />• 本地优先运行，支持可逆压缩、跨 Agent 记忆和输出 Token 精简<br /><br /><a href="https://github.com/headroomlabs-ai/headroom" target="_blank" rel="noopener" title="https://github.com/headroomlabs-ai/headroom">https://github.com/headroomlabs-ai/headroom</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327880277607583303.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/2" target="_blank" rel="noopener" title="合集">合集</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6021860481923288796.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha_group" target="_blank" rel="noopener" title="群组">群组</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327792445526380187.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/957" target="_blank" rel="noopener" title="恰饭">恰饭</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6330367862535884142.webp" alt="" loading="lazy" width="20" height="20" /><a href="https://t.me/xream_bot" target="_blank" rel="noopener" title="联系推广">联系推广</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327836885552991740.webp" alt="" loading="lazy" width="20" height="20" /><a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23AI%E4%BB%A3%E7%90%86" title="#AI代理">#AI代理</a> <a href="/search/result?q=%23%E4%B8%8A%E4%B8%8B%E6%96%87%E5%B7%A5%E7%A8%8B" title="#上下文工程">#上下文工程</a> <a href="/search/result?q=%23Token%E4%BC%98%E5%8C%96" title="#Token优化">#Token优化</a> <a href="/search/result?q=%23MCP" title="#MCP">#MCP</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23TypeScript" title="#TypeScript">#TypeScript</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>http://du.kokura.de/posts/384http://du.kokura.de/posts/384Thu, 28 May 2026 11:11:19 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/zhetengsha/5799" target="_blank" rel="noopener"><span>折腾啥</span></a> (<span class="tgme_widget_message_forwarded_from_author">小一</span>)</div><u>Arkloop: 设计感优先的开源 AI Agent 桌面平台</u><br /><br />• 支持 OpenAI、Anthropic 及兼容 API，多模型路由可按优先级自动调度<br /><br />• 代码可在 Firecracker microVM 或 Docker 沙箱中隔离执行，并支持严格资源限制<br /><br />• 内置持久记忆、Prompt Injection 防护、Telegram 集成、<mark class="highlight">MCP</mark> / ACP 与技能生态<br /><br /><a href="https://github.com/qqqqqf-q/Arkloop" target="_blank" rel="noopener" title="https://github.com/qqqqqf-q/Arkloop">https://github.com/qqqqqf-q/Arkloop</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327880277607583303.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/2" target="_blank" rel="noopener" title="合集">合集</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6021860481923288796.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha_group" target="_blank" rel="noopener" title="群组">群组</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327792445526380187.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/957" target="_blank" rel="noopener" title="恰饭">恰饭</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6330367862535884142.webp" alt="" loading="lazy" width="20" height="20" /><a href="https://t.me/xream_bot" target="_blank" rel="noopener" title="联系推广">联系推广</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327836885552991740.webp" alt="" loading="lazy" width="20" height="20" /> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE" title="#开源项目">#开源项目</a> <a href="/search/result?q=%23%E6%A1%8C%E9%9D%A2%E5%BA%94%E7%94%A8" title="#桌面应用">#桌面应用</a> <a href="/search/result?q=%23%E5%A4%9A%E6%A8%A1%E5%9E%8B%E8%B7%AF%E7%94%B1" title="#多模型路由">#多模型路由</a> <a href="/search/result?q=%23%E6%B2%99%E7%AE%B1%E6%89%A7%E8%A1%8C" title="#沙箱执行">#沙箱执行</a> <a href="/search/result?q=%23MCP" title="#MCP">#MCP</a> <a href="/search/result?q=%23Telegram" title="#Telegram">#Telegram</a><a class="tgme_widget_message_video_player not_supported js-message_video_player" href="https://t.me/uncle_du_drive/384"><i class="tgme_widget_message_video_thumb" style="background-image:url('/static/https://cdn5.telesco.pe/file/tC-Y9YlVBgbImDBX5FSqL4Di-YdknVOuWB9yd1MgUL5_QltQQmvEzFPE_iplY9EnvYR_7O8ufcUgaXXzjm_keAVs0lgFBIt-I-7TyDUpEDSRr0GJadHidjMzEt1qTtmrNUHSXrsuWQyaPrRK2KKrS5tUmU6cD2Y_KIrXM9OQAxLc-Mi2emF8un8EcRfnLOqfM_q0abw9e_rGfha-1Y9ftlKI-XWz0TYRet92MUOVjgmx69ccQAj0E_1ZjF0fOTNVst2STpw51ZdR79OfIThBV9ZVFDJUDUkm6fxkLZVnZ3Mse6OwDhYy7fynDXu3ThaSFBrmx2BZpLmC8n4-_gCi6g')"></i> <div class="tgme_widget_message_video_wrap" style="width:1728px;padding-top:56.25%"> </div> <div class="message_video_play js-message_video_play"></div> <time class="message_video_duration js-message_video_duration">1:03</time> <div class="message_media_not_supported_wrap"> <div class="message_media_not_supported"> <div class="message_media_not_supported_label">Media is too big</div> <span class="message_media_view_in_telegram">VIEW IN TELEGRAM</span> </div> </div></a>http://du.kokura.de/posts/378http://du.kokura.de/posts/378Mon, 27 Apr 2026 04:02:10 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/zhetengsha/5488" target="_blank" rel="noopener"><span>折腾啥</span></a> (<span class="tgme_widget_message_forwarded_from_author">小一</span>)</div><div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-378-0" popovertargetaction="show" aria-label="Open image preview: Craft Agents: 开源 Agent 工作流界面这...也来做 Agent 了...- 内置浏览器 相当于自带 Browser Use- 支持绑定 Telegram Bot- 支持自动化任务 所以你们小龙虾上最喜欢的抓新闻总结啥的 它直接就能干还不会跟 Alma 一样问题多"> <img src="/static/https://cdn5.telesco.pe/file/OyF2L1z0GxFqXT_OImV1fzw5_oTMDJn-KGzc00f30D4fw3gShKcvLwvFwvtqXrZdrI2D79WzuWrCHHHZiYQgQaWC8-dqZiiE2sH80NNUS5QCxz5ZNRC90gJf0QrsUnVzwTNpVr-YNAE7o7fvzmD8K6kn0Jx3hxGxe_XQ7x21bIhOam9jHKwMhfThhNoLle54MX6Jx3ZjB-VcO6bHnvjT6dDogeD8uTAMkjNClJxN3omRAEasTUYgjJVutXn76EAQtfDbxcKtRD4em1WKXusO0fLENHPkHOCHtME4w9bFpGQJzalaO3SIYZyKxnp-YxC5bmdB2smwWA12NDFRF0lmxw.jpg" alt="Craft Agents: 开源 Agent 工作流界面这...也来做 Agent 了...- 内置浏览器 相当于自带 Browser Use- 支持绑定 Telegram Bot- 支持自动化任务 所以你们小龙虾上最喜欢的抓新闻总结啥的 它直接就能干还不会跟 Alma 一样问题多" width="800" height="453" loading="eager" /> </button> <div class="modal" id="modal-378-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-378-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-378-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>Craft Agents: 开源 Agent 工作流界面</u><br /><br />这...也来做 Agent 了...<br /><br />- 内置浏览器 <s>相当于自带 Browser Use</s><br /><br />- 支持绑定 Telegram Bot<br /><br />- 支持自动化任务<br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6082120054202175986.webp" alt="" loading="lazy" width="20" height="20" /> 所以你们小龙虾上最喜欢的抓新闻总结啥的 它直接就能干<br /><s>还不会跟 Alma 一样问题多</s><br /><br /><a href="https://github.com/lukilabs/craft-agents-oss" target="_blank" rel="noopener" title="https://github.com/lukilabs/craft-agents-oss">https://github.com/lukilabs/craft-agents-oss</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327880277607583303.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/2" target="_blank" rel="noopener" title="合集">合集</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6021860481923288796.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha_group" target="_blank" rel="noopener" title="群组">群组</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327792445526380187.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/957" target="_blank" rel="noopener" title="恰饭">恰饭</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6330367862535884142.webp" alt="" loading="lazy" width="20" height="20" /><a href="https://t.me/xream_bot" target="_blank" rel="noopener" title="联系推广">联系推广</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327836885552991740.webp" alt="" loading="lazy" width="20" height="20" /> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE" title="#开源项目">#开源项目</a> <a href="/search/result?q=%23MCP" title="#MCP">#MCP</a> <a href="/search/result?q=%23%E8%87%AA%E5%8A%A8%E5%8C%96" title="#自动化">#自动化</a> <a href="/search/result?q=%23%E6%9C%AC%E5%9C%B0%E6%A8%A1%E5%9E%8B" title="#本地模型">#本地模型</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>http://du.kokura.de/posts/377http://du.kokura.de/posts/377Mon, 27 Apr 2026 04:02:07 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/zhetengsha/5489" target="_blank" rel="noopener"><span>折腾啥</span></a> (<span class="tgme_widget_message_forwarded_from_author">小一</span>)</div><div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-377-0" popovertargetaction="show" aria-label="Open image preview: Cua Driver: 面向 AI Agent 的 macOS 后台应用操控驱动Codex Computer Use 平替...• 支持 Claude、GPT、Gemini、Codex 等 MCP 客户端通过 stdio 操控原生 macOS 应用• 可在后台完成点击、输入、滚动和窗口截图，适合自动化测试与开发工作流• 提供 AX、视觉截图、元素标记等多种捕获模式，兼顾结构化操作与视觉识别"> <img src="/static/https://cdn5.telesco.pe/file/d5TBWxd4pdbF8MQpFUs7ZpoXu6eZ9UC_C9WlutZtsSOFkL9ESjnj2AK-jiqOtW7dH1JVFEE4sUBskX6hQpGZYxwEDXE5TgmVj79VXu1JCRnJIvrOxQAI3Ki9OZQ7rlqFoDD9kCRcmOXLc0cEaWHawbhTNIncz4_h-GoGA3ZvcYIOz93N_kc_rpnMz1-8LKXvzxYhU7F5WOSlX1cdmoJWQ2DTqGeJb2nIjUnjo2eK5Tn4ein1Sc5z8CurJktX8bT6gZqSylTGGEQmutNP3r7pQ1Jvhffw0v5jMDXLDR5YhvjIlzge2wnf4JvpVQQYs0xdnQXefAmomtYp776H5KN-6Q.jpg" alt="Cua Driver: 面向 AI Agent 的 macOS 后台应用操控驱动Codex Computer Use 平替...• 支持 Claude、GPT、Gemini、Codex 等 MCP 客户端通过 stdio 操控原生 macOS 应用• 可在后台完成点击、输入、滚动和窗口截图，适合自动化测试与开发工作流• 提供 AX、视觉截图、元素标记等多种捕获模式，兼顾结构化操作与视觉识别" width="800" height="456" loading="eager" /> </button> <div class="modal" id="modal-377-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-377-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-377-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>Cua Driver: 面向 AI Agent 的 macOS 后台应用操控驱动</u><br /><br /><s>Codex Computer Use 平替...</s><br /><br />• 支持 Claude、GPT、Gemini、Codex 等 <mark class="highlight">MCP</mark> 客户端通过 stdio 操控原生 macOS 应用<br /><br />• 可在后台完成点击、输入、滚动和窗口截图，适合自动化测试与开发工作流<br /><br />• 提供 AX、视觉截图、元素标记等多种捕获模式，兼顾结构化操作与视觉识别<br /><br /><a href="https://cua.ai/docs/cua-driver/guide/getting-started/introduction" target="_blank" rel="noopener" title="https://cua.ai/docs/cua-driver/guide/getting-started/introduction">https://cua.ai/docs/cua-driver/guide/getting-started/introduction</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327880277607583303.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/2" target="_blank" rel="noopener" title="合集">合集</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6021860481923288796.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha_group" target="_blank" rel="noopener" title="群组">群组</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327792445526380187.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/957" target="_blank" rel="noopener" title="恰饭">恰饭</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6330367862535884142.webp" alt="" loading="lazy" width="20" height="20" /><a href="https://t.me/xream_bot" target="_blank" rel="noopener" title="联系推广">联系推广</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327836885552991740.webp" alt="" loading="lazy" width="20" height="20" /> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23macOS" title="#macOS">#macOS</a> <a href="/search/result?q=%23MCP" title="#MCP">#MCP</a> <a href="/search/result?q=%23%E8%87%AA%E5%8A%A8%E5%8C%96" title="#自动化">#自动化</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E5%85%B7" title="#开发工具">#开发工具</a>