Power Users/Automators 折腾/讨论/分享各种开源工具/脚本/自动化工作流👥 @zhetengsha_group📌 合集 https://t.me/zhetengsha/2🎁 恰饭 https://t.me/zhetengsha/957📢 广告投放 @xream @xream_botBuy ads: https://telega.io/c/zhetengshafeedId:55438372655431680+userId:62307599601855488http://telegram.zhetengsha.eu.orghttp://telegram.zhetengsha.eu.org/posts/6265http://telegram.zhetengsha.eu.org/posts/6265Thu, 02 Jul 2026 13:01:16 GMT<video src="/static/https://cdn5.telesco.pe/file/1bdcac946d.mp4?token=hqDytUnlAAezZucWOczaVFrw-FyZeAzegkC_OQqhQ3smLJIyf8LCJ_IanyXTsk266601ycFd-o15tqodWlNddjLUPD1lMKXEAVf4BwaPC5FaTDwgaHq8XqpLUbKooRh-go3ml9ZvrjyG0DPYH3Z2hZ663TSdcXKolb57QLlQXrZv4Zf7L6XyJqPVMqCthIVS5Oa1ps-bu7FW5aQBIgoefe4qxVxurJNGVu0TArnRE6Pg_Ys7YLseYBnIib9npNR9ETXl4nFkZ5_l5jCJ3IJnpUg1w78pL55zGw3v7BfPL7S-Mw0kORvX-gq4o9Xyli_YC6Di1Ogw9mIfSDkbgLTD8A" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><u>Token Monitor: AI 编程工具 Token、成本与限额实时监控面板</u><br /><br />感谢群友 <a href="https://t.me/hilhydra" target="_blank" title="@hilhydra">@hilhydra</a> 的分享<br /><br />• 支持 Claude Code、Codex、Cursor、OpenCode、Kiro、GitHub Copilot 等多种 AI 编程工具用量追踪<br /><br />• 提供多设备实时同步、历史趋势、成本统计和模型 / 会话维度拆分<br /><br />• 支持本地优先运行、自托管 Hub、Cloudflare Worker 和 iOS 小组件联动<br /><br /><a href="https://github.com/Javis603/token-monitor" target="_blank" rel="noopener" title="https://github.com/Javis603/token-monitor">https://github.com/Javis603/token-monitor</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=%23Token%E7%9B%91%E6%8E%A7" title="#Token监控">#Token监控</a> <a href="/search/result?q=%23%E6%88%90%E6%9C%AC%E7%BB%9F%E8%AE%A1" title="#成本统计">#成本统计</a> <a href="/search/result?q=%23%E5%A4%9A%E8%AE%BE%E5%A4%87%E5%90%8C%E6%AD%A5" title="#多设备同步">#多设备同步</a> <a href="/search/result?q=%23ClaudeCode" title="#ClaudeCode">#ClaudeCode</a> <a href="/search/result?q=%23Codex" title="#Codex">#Codex</a> <a href="/search/result?q=%23Cursor" title="#Cursor">#Cursor</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23%E5%BC%80%E6%BA%90%E5%B7%A5%E5%85%B7" title="#开源工具">#开源工具</a>http://telegram.zhetengsha.eu.org/posts/5799http://telegram.zhetengsha.eu.org/posts/5799Thu, 28 May 2026 11:01:36 GMT<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、MCP / 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/zhetengsha/5799"><i class="tgme_widget_message_video_thumb" style="background-image:url('/static/https://cdn5.telesco.pe/file/Dja2ZcUblFRJnHWnzWT84IEn7FYkMy4r1AbhVLxdTyY9AIMv88EK2tn7trQoJgxZtScdgJp8D22lFZnu48eD2aKBYy39Lm160AtRoY4OWiOlCHNDrUgiWgXSt13hfM1-6JQKfSiUYmHKPkY69h-Q7cjnyR63QXhgWjvCMyGHZ9uHSDM4IECVJtGO_FjtxWsuW4h8nfr5azLKnfMzDTmbqjkahusSNZ5By7MfF4gQnj0Qh6Wx5AtFZpEq6Qp-v4aJOvoCl89fWXig56ewjZKhM6wsAQWakBIDO2viu5zUDFgQQV_pg5N3Ks3d7uGAYjGRx2WDzMFt8mkSq212UAsNzQ')"></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://telegram.zhetengsha.eu.org/posts/5274http://telegram.zhetengsha.eu.org/posts/5274Thu, 02 Apr 2026 02:00:26 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5274-0" popovertargetaction="show" aria-label="Open image preview: Sentinel: 将闲置 Android 手机变成局域网内的实时 AI 监控节点• 采用「手机采集 + PC 处理 + 浏览器控制」分层架构，支持 Android 端持续上传画面，PC 端进行实时预览、录制与截图• 基于 Flask + MJPEG + OpenCV 构建，本地局域网即可运行，无需依赖云端服务，适合隐私优先的轻量监控场景• 内置可扩展的 AI 触发分析机制，结合运动检测与多模态模型推理，输出结构化事件结果，适合作为视觉采集与智能分析原型平台"> <img src="/static/https://cdn5.telesco.pe/file/o-67DP43oDrbdZofd_drxf0X_Gx1MDRcGxv3nGq3bazBGXvKwBqvdgk8AzSxYUCbqrKBGbgDMB2xtu43HxTJRQ53PRz2_xvdsVXEwTiZp59fgn5fmBqT1u2bEuK85i2HLw3HBC9rjfDz17bkxMBg5zoTeTgJ1V496LgFNyJpMGCyYXDr5nVRwHsPkhiBd0boRiCL7uMdzmgZdJGtv_y1kMajkn4w-HBCLG6hBGZAzcCK0MzwGvnI2ZmMc5QJ7XHUFPq9Xfm6AH6szG7dt45bZY9Ub11OyoaR5-Z9edYcDZqXikt8Mg_V-44ult1KFjHddGM6MzkBXQ6vGT5KyCP1mQ.jpg" alt="Sentinel: 将闲置 Android 手机变成局域网内的实时 AI 监控节点• 采用「手机采集 + PC 处理 + 浏览器控制」分层架构，支持 Android 端持续上传画面，PC 端进行实时预览、录制与截图• 基于 Flask + MJPEG + OpenCV 构建，本地局域网即可运行，无需依赖云端服务，适合隐私优先的轻量监控场景• 内置可扩展的 AI 触发分析机制，结合运动检测与多模态模型推理，输出结构化事件结果，适合作为视觉采集与智能分析原型平台" width="800" height="439" loading="eager" /> </button> <div class="modal" id="modal-5274-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5274-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5274-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>Sentinel: 将闲置 Android 手机变成局域网内的实时 AI 监控节点</u><br /><br />• 采用「手机采集 + PC 处理 + 浏览器控制」分层架构，支持 Android 端持续上传画面，PC 端进行实时预览、录制与截图<br /><br />• 基于 Flask + MJPEG + OpenCV 构建，本地局域网即可运行，无需依赖云端服务，适合隐私优先的轻量监控场景<br /><br />• 内置可扩展的 AI 触发分析机制，结合运动检测与多模态模型推理，输出结构化事件结果，适合作为视觉采集与智能分析原型平台<br /><br /><a href="https://github.com/suzuran0y/CCTV-Smartphone-AI-Monitoring" target="_blank" rel="noopener" title="https://github.com/suzuran0y/CCTV-Smartphone-AI-Monitoring">https://github.com/suzuran0y/CCTV-Smartphone-AI-Monitoring</a><br /><br /><a href="/search/result?q=%23%E5%B1%80%E5%9F%9F%E7%BD%91%E7%9B%91%E6%8E%A7" title="#局域网监控">#局域网监控</a> <a href="/search/result?q=%23%E6%99%BA%E8%83%BD%E5%AE%89%E9%98%B2" title="#智能安防">#智能安防</a> <a href="/search/result?q=%23%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89" title="#计算机视觉">#计算机视觉</a> <a href="/search/result?q=%23Android" title="#Android">#Android</a> <a href="/search/result?q=%23Flask" title="#Flask">#Flask</a> <a href="/search/result?q=%23OpenCV" title="#OpenCV">#OpenCV</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23%E5%A4%9A%E6%A8%A1%E6%80%81" title="#多模态">#多模态</a> <a href="/search/result?q=%23%E5%AE%9E%E6%97%B6%E7%9B%91%E6%8E%A7" title="#实时监控">#实时监控</a>http://telegram.zhetengsha.eu.org/posts/5162http://telegram.zhetengsha.eu.org/posts/5162Mon, 23 Mar 2026 04:00:00 GMT<video src="/static/https://cdn5.telesco.pe/file/8e2fffe584.mp4?token=bVbiolzC2Ic9yx-balewUu9lafDFjp2_2sdlrrgQi6E5PODBXRyB0B_nylcO8flcfVVbMv5rz8dypBrwvuEyxvQF6XApzL-gZYh86Vh-RlXp1o_WcpaNO8QWeAk8_E8FqzImkXPXCEpc2GfEQPHu79tqbtR59Tl9siQwUemOghqhIb5zurxBgxwliuagWNpjl_Ae2RC9ryLBR9_7ZgI2Mqx1uxk9Aj3shHmHtncoiQ24H6DVJe95GdT9hOdOPGDhn68iip-zkisU0v_ywcmX8A0NklCIFVoBGWTli6U_1zPVhgKuaM59-FKbdeyEcRMNgtZax0PzoOb8vVnSeGK3Ag" class="tgme_widget_message_video js-message_video" width="100%" height="100%" controls preload="auto" playsinline webkit-playsinline></video><u>GolemBot: 让任意 Coding Agent 快速接入多平台消息通道的网关框架</u><br /><br />• 支持将 Claude Code、Cursor、OpenCode、Codex 等 Coding Agent 一键接入 Telegram、Discord、Slack、飞书、钉钉、企业微信、微信 及 HTTP API<br /><br />• 兼容 OpenRouter、MiniMax、DeepSeek 等多种 LLM 供应商，通过统一配置即可切换引擎与模型，减少框架绑定成本<br /><br />• 原生支持 ClawHub 13,000+ 社区技能、定时任务和自定义 Adapter，适合构建可嵌入产品或团队协作场景的 AI 助手<br /><br /><a href="https://github.com/0xranx/golembot" target="_blank" rel="noopener" title="https://github.com/0xranx/golembot">https://github.com/0xranx/golembot</a><br /><br /><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=%23Coding" title="#Coding">#Coding</a> <a href="/search/result?q=%23Telegram" title="#Telegram">#Telegram</a> <a href="/search/result?q=%23Bot" title="#Bot">#Bot</a> <a href="/search/result?q=%23Discord" title="#Discord">#Discord</a> <a href="/search/result?q=%23%E6%9C%BA%E5%99%A8%E4%BA%BA" title="#机器人">#机器人</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23Node" title="#Node">#Node</a>.js <a href="/search/result?q=%23%E5%A4%9A%E6%B8%A0%E9%81%93%E9%9B%86%E6%88%90" title="#多渠道集成">#多渠道集成</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E8%80%85%E5%B7%A5%E5%85%B7" title="#开发者工具">#开发者工具</a>http://telegram.zhetengsha.eu.org/posts/5097http://telegram.zhetengsha.eu.org/posts/5097Tue, 17 Mar 2026 00:01:41 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5097-0" popovertargetaction="show" aria-label="Open image preview: GELab-Zero: 面向移动端的全开源 GUI Agent 基础设施与模型方案• 同时开源 Agent 模型与工程基础设施，支持本地部署，无需依赖云端，兼顾隐私控制与即插即用体验• 针对 Mac M 系列芯片与 NVIDIA RTX 4060 优化，支持消费级硬件运行，并可通过 ADB 打通 Android 设备自动化执行• 提供多设备管理、任务分发、ReAct 循环、多智能体协作与 MCP Server 能力，适合从原型验证快速走向真实业务落地"> <img src="/static/https://cdn5.telesco.pe/file/ZJEx1mJE7QeBJ7tjcwV9I7NK1my-cQJK8R0WFGLq6pB2FiiDWo5fuLyCeCyYrEEE3dSFM-Hl2F8MYg9_M56Z7gzVsXGfsuOIxAdG33aF1iqJmAf7hW-pODo8IUpGlqtddjcJ1DfsIxxQ9DiARBnzClIseF1s2SMevD3WGseoa73iBYq2PtPjFcDC7k0fz69VURlDyI15ReGG2zppsNPLkLpy7H6hKtFPcA82fdfH7pZroSvwPSW4CaZgDdLVlb6ddOdU4sBMUUbb57vm3pWMDRAXuvkgEUTFK2oTwEPceOYq2y62nM-v0BjwbIVB0Gtl2v-deRxrtBYXk3XHsyzjwA.jpg" alt="GELab-Zero: 面向移动端的全开源 GUI Agent 基础设施与模型方案• 同时开源 Agent 模型与工程基础设施，支持本地部署，无需依赖云端，兼顾隐私控制与即插即用体验• 针对 Mac M 系列芯片与 NVIDIA RTX 4060 优化，支持消费级硬件运行，并可通过 ADB 打通 Android 设备自动化执行• 提供多设备管理、任务分发、ReAct 循环、多智能体协作与 MCP Server 能力，适合从原型验证快速走向真实业务落地" width="800" height="371" loading="eager" /> </button> <div class="modal" id="modal-5097-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5097-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5097-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>GELab-Zero: 面向移动端的全开源 GUI Agent 基础设施与模型方案</u><br /><br />• 同时开源 Agent 模型与工程基础设施，支持本地部署，无需依赖云端，兼顾隐私控制与即插即用体验<br /><br />• 针对 Mac M 系列芯片与 NVIDIA RTX 4060 优化，支持消费级硬件运行，并可通过 ADB 打通 Android 设备自动化执行<br /><br />• 提供多设备管理、任务分发、ReAct 循环、多智能体协作与 MCP Server 能力，适合从原型验证快速走向真实业务落地<br /><br /><a href="https://github.com/stepfun-ai/gelab-zero" target="_blank" rel="noopener" title="https://github.com/stepfun-ai/gelab-zero">https://github.com/stepfun-ai/gelab-zero</a><br /><br /><a href="/search/result?q=%23GUIAgent" title="#GUIAgent">#GUIAgent</a> <a href="/search/result?q=%23%E7%A7%BB%E5%8A%A8%E7%AB%AF" title="#移动端">#移动端</a> Agent <a href="/search/result?q=%23%E6%9C%AC%E5%9C%B0%E9%83%A8%E7%BD%B2" title="#本地部署">#本地部署</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=%23Android" title="#Android">#Android</a> 自动化 <a href="/search/result?q=%23ADB" title="#ADB">#ADB</a> <a href="/search/result?q=%23MCP" title="#MCP">#MCP</a> <a href="/search/result?q=%23%E5%A4%9A%E6%99%BA%E8%83%BD%E4%BD%93" title="#多智能体">#多智能体</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>http://telegram.zhetengsha.eu.org/posts/5072http://telegram.zhetengsha.eu.org/posts/5072Sat, 14 Mar 2026 02:03:54 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5072-0" popovertargetaction="show" aria-label="Open image preview: oMLX: 面向 Mac 本地部署的高性能 LLM 推理与管理工具• 基于 Apple Silicon 优化，支持连续批处理与分层 KV Cache，可将热缓存放在内存、冷缓存落到 SSD，显著提升本地大模型的响应效率与上下文复用能力• 同一服务可统一承载 LLM、VLM、Embedding 与 Reranker，支持模型自动发现、按需加载、LRU 淘汰、Pin 常驻和 TTL 卸载，适合多模型并行工作流• 提供 macOS 菜单栏应用与 Web 管理面板，兼容 OpenAI / Anthropic API，并内置模型下载、性能测试、聊天界面与 MCP 工具集成，降低本地 AI 服务运维门槛"> <img src="/static/https://cdn5.telesco.pe/file/vDtGBoiEKrFY7d5EP8aLyJkbKyX35_9GMD-X-GwcFLHk0FV0xDPMjJDG1v3vEaCVr8TAfJKJqEw-EFJ8FyIjFw2Gbxxh8ioTbjGvKN1KzjH5nd9WOMAMWA227W0lPrYDnpbLfP7EM9mbMRosTTTpk7Ss_5l0SbS4EOIKWIHrXlFKlbfnbBh2QYdBBEKHs0VpeWFMbFs_pEDyMpgUH8xOXtNNdfcYLMeMCbEdbjkoQd7YZuDCuUkBERkpCcBHxQTWXEp6QTF9FJ21_WrTs5PYgtPBzg1DgcEP5Bi2vWO5nC48pmwmDVtOB0eEd1LD2EReEBBQJZgxEiHRYP1Yoyq6Zw.jpg" alt="oMLX: 面向 Mac 本地部署的高性能 LLM 推理与管理工具• 基于 Apple Silicon 优化，支持连续批处理与分层 KV Cache，可将热缓存放在内存、冷缓存落到 SSD，显著提升本地大模型的响应效率与上下文复用能力• 同一服务可统一承载 LLM、VLM、Embedding 与 Reranker，支持模型自动发现、按需加载、LRU 淘汰、Pin 常驻和 TTL 卸载，适合多模型并行工作流• 提供 macOS 菜单栏应用与 Web 管理面板，兼容 OpenAI / Anthropic API，并内置模型下载、性能测试、聊天界面与 MCP 工具集成，降低本地 AI 服务运维门槛" width="800" height="626" loading="eager" /> </button> <div class="modal" id="modal-5072-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5072-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5072-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>oMLX: 面向 Mac 本地部署的高性能 LLM 推理与管理工具</u><br /><br />• 基于 Apple Silicon 优化，支持连续批处理与分层 KV Cache，可将热缓存放在内存、冷缓存落到 SSD，显著提升本地大模型的响应效率与上下文复用能力<br /><br />• 同一服务可统一承载 LLM、VLM、Embedding 与 Reranker，支持模型自动发现、按需加载、LRU 淘汰、Pin 常驻和 TTL 卸载，适合多模型并行工作流<br /><br />• 提供 macOS 菜单栏应用与 Web 管理面板，兼容 OpenAI / Anthropic API，并内置模型下载、性能测试、聊天界面与 MCP 工具集成，降低本地 AI 服务运维门槛<br /><br /><a href="https://github.com/jundot/omlx" target="_blank" rel="noopener" title="https://github.com/jundot/omlx">https://github.com/jundot/omlx</a><br /><br /><a href="/search/result?q=%23%E6%9C%AC%E5%9C%B0%E5%A4%A7%E6%A8%A1%E5%9E%8B" title="#本地大模型">#本地大模型</a> <a href="/search/result?q=%23Mac" title="#Mac">#Mac</a> AI <a href="/search/result?q=%23Apple" title="#Apple">#Apple</a> Silicon <a href="/search/result?q=%23LLM" title="#LLM">#LLM</a> 推理 <a href="/search/result?q=%23KV" title="#KV">#KV</a> Cache <a href="/search/result?q=%23%E5%A4%9A%E6%A8%A1%E5%9E%8B%E6%9C%8D%E5%8A%A1" title="#多模型服务">#多模型服务</a> <a href="/search/result?q=%23OpenAI" title="#OpenAI">#OpenAI</a> API <a href="/search/result?q=%23Anthropic" title="#Anthropic">#Anthropic</a> API <a href="/search/result?q=%23MCP" title="#MCP">#MCP</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a>http://telegram.zhetengsha.eu.org/posts/4990http://telegram.zhetengsha.eu.org/posts/4990Fri, 06 Mar 2026 07:46:59 GMT<video src="/static/https://cdn5.telesco.pe/file/1589fa1a19.mp4?token=knSMqk7YyhgXpiOd5Jazkqbn2DMHlJU5UDHSXMb8cTh1-nhMdTMv-dMjLg9Ua0DeQsFJ1ukUNHkSEFQFEr8Lv9ilLaxQI9dfATOk869CKoEeaMdy3g2rtaZ8ROfbTiKQ3YgNrgo3syVXKcOGjKmdA1XdheCatbKGXiy9daQ2lkKbg0FON1VBL-_JiVHZD5hlapVuThNVJ9Vn7o9I_1ag47QAgKL_n1qSmYpNUTDLHhTnxmFtOxNxeBWE8vY0asWLLrN4PaIjNtfm_9bZ6cIVs4EUYp1o83yAd6RjkBXCnM8yDjy6-WaZRzCkEYcGeyFq4D6_ksRRVfMmaLpw3lVejw" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><u>Edict: 用 三省六部 机制重构 AI Multi-Agent 协作与治理</u><br /><br />• 以 中书省 规划、门下省 审核、尚书省 派发为核心流程，把制度化审查嵌入 Multi-Agent 执行链路，提升复杂任务的可靠性与可控性<br /><br />• 内置实时看板，支持任务流转追踪、状态审计、叫停与恢复、Agent 健康监控，解决传统框架黑盒协作难观测的问题<br /><br />• 支持每个 Agent 独立配置模型与 Skills，结合 Docker 一键体验和低依赖后端，适合快速搭建可演示、可扩展的协作系统<br /><br /><a href="https://github.com/cft0808/edict" target="_blank" rel="noopener" title="https://github.com/cft0808/edict">https://github.com/cft0808/edict</a><br /><br /><a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23MultiAgent" title="#MultiAgent">#MultiAgent</a> <a href="/search/result?q=%23%E5%A4%9A%E6%99%BA%E8%83%BD%E4%BD%93" title="#多智能体">#多智能体</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> 架构 <a href="/search/result?q=%23%E4%BB%BB%E5%8A%A1%E7%BC%96%E6%8E%92" title="#任务编排">#任务编排</a> <a href="/search/result?q=%23%E5%B7%A5%E4%BD%9C%E6%B5%81%E6%B2%BB%E7%90%86" title="#工作流治理">#工作流治理</a> <a href="/search/result?q=%23%E5%8F%AF%E8%A7%82%E6%B5%8B%E6%80%A7" title="#可观测性">#可观测性</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23OpenClaw" title="#OpenClaw">#OpenClaw</a>http://telegram.zhetengsha.eu.org/posts/4899http://telegram.zhetengsha.eu.org/posts/4899Mon, 23 Feb 2026 10:00:00 GMT<video src="/static/https://cdn5.telesco.pe/file/d341e10905.mp4?token=sCbW_C7DDBSWmwYB75SduIxWmmvH6thXHaOtdt-if04D7oF0AMemZJgQwGP6ffRoQpb2j5ds0-ofxWsZx1lRe53afZ-aTNhMLmrYqlFVicm-K1MIe2KZCaDQQmaLmEuUlE_8YzeL5SRKcuv-ntAGupQPjmevlsiulOMRZGoxm3CEECrabR7gFm8IL7t9kT4DKzvN0JggOIaYin8eizIxqm396MkwaVcB391Gde6fY87RXbwsW9tefwmOtvUpIcHlzh74PQ7iJspS5PQkp8zOvA_hHnINzSL9AXW3IspF8BYC4qBTYf5pdgy1BI6En5zLluZtK_dU43XRm74x6NuAGw" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><u>Flowers: 浏览器即插即用的 AI 增强翻译与笔记助手</u><br /><br />• 划词弹窗实现即时翻译、润色和笔记生成 <br />• 内置 PDF 阅读器支持全文翻译、双语对照和视频字幕翻译 <br />• 多模型多服务商自由切换，支持本地私有部署 <br /><br /><a href="https://github.com/snailfrying/flowers" target="_blank" rel="noopener" title="https://github.com/snailfrying/flowers">https://github.com/snailfrying/flowers</a> <br /><br /><a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E6%B5%8F%E8%A7%88%E5%99%A8%E6%89%A9%E5%B1%95" title="#浏览器扩展">#浏览器扩展</a> <a href="/search/result?q=%23%E7%BF%BB%E8%AF%91" title="#翻译">#翻译</a> <a href="/search/result?q=%23%E7%AC%94%E8%AE%B0" title="#笔记">#笔记</a> <a href="/search/result?q=%23%E5%A4%9A%E6%A8%A1%E5%9E%8B" title="#多模型">#多模型</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>