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/6369http://telegram.zhetengsha.eu.org/posts/6369Sat, 11 Jul 2026 01:59:58 GMT<video src="/static/https://cdn5.telesco.pe/file/92818437c5.mp4?token=npYPnLA4WDfL-CIy9cp01jL_Uu1tH35RuqIBUk1bhXe_VaPSVVDygltfuxgR6Cwy9S9IOZSQM9wf9xgeGQ5PePrlgCXiSUyCDQLbngO1pKpwvrrqcxSkBrE2CvqOd7l5Oa_9Y4F-iHHlIk1Tp_31VJpo3Re6xszM_MHqejM0sxviVgHnrVL02R27uHrJ0vBthGOrU4zFf4D8jyWi5DwfYd1944UzG-Tl60hpYGGA4GO1c2EXtJ92vhFs_XiQ5dZbS83D2TJfJL_dZ-EshklExFfLxbMO2xEUPTtssZPqdFBOHI_FUxLGFzDR9HropsP3dcGoYoAG5gEV-1iWO9IYZw" 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、MCP 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://telegram.zhetengsha.eu.org/posts/6263http://telegram.zhetengsha.eu.org/posts/6263Thu, 02 Jul 2026 10:00:42 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-6263-0" popovertargetaction="show" aria-label="Open image preview: Tokenscope: Claude CLI Token 用量与成本可视化仪表盘• 实时统计 Claude CLI 每日 Token 用量、预估成本，以及 Requests、Sessions 等核心指标，菜单栏 / 系统托盘即可快速查看• 支持按模型、MCP、Skill 多维度分析调用情况，提供趋势图、成本占比和年度活跃热力图，帮助优化 AI 开发工作流• 基于 Claude CLI 日志本地解析，自动匹配模型价格并估算成本，全程只读，无需修改现有开发环境"> <img src="/static/https://cdn5.telesco.pe/file/MHoT7qmbTWNMOSrjB9_sg23HIlaFc86Yg2VF_SKB9r2OBHeIJRSL1AwbDLzVc192_oiD0pd_y1EZaoBKwRfQgR9ygm6NgbCQp0dfhgkV8ZqA3QqBbFwR3RlCGZnRPWvdFbPy4D7Garvq1U3jBF_5cy-cgXNQW7Ox_F8IgbdCuKrpooMraN7XGoMUR0b3SNJ5lqVyk-LfX_gAA4-H8vGV1ml3kCULpGENGXqSXWxFNh54Upt1NZ4rdbYuQlZQI-iFNDUBOZ0rr1UJ489gqW6l92nsMMer-Qlz95VLytYmwG2lkeU5IMVAZofMRKo-X62WLi4FdSZ-oKQNzaLowBFd1A.jpg" alt="Tokenscope: Claude CLI Token 用量与成本可视化仪表盘• 实时统计 Claude CLI 每日 Token 用量、预估成本，以及 Requests、Sessions 等核心指标，菜单栏 / 系统托盘即可快速查看• 支持按模型、MCP、Skill 多维度分析调用情况，提供趋势图、成本占比和年度活跃热力图，帮助优化 AI 开发工作流• 基于 Claude CLI 日志本地解析，自动匹配模型价格并估算成本，全程只读，无需修改现有开发环境" width="800" height="637" loading="eager" /> </button> <div class="modal" id="modal-6263-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-6263-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-6263-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>Tokenscope: Claude CLI Token 用量与成本可视化仪表盘</u><br /><br />• 实时统计 Claude CLI 每日 Token 用量、预估成本，以及 Requests、Sessions 等核心指标，菜单栏 / 系统托盘即可快速查看<br /><br />• 支持按模型、MCP、Skill 多维度分析调用情况，提供趋势图、成本占比和年度活跃热力图，帮助优化 AI 开发工作流<br /><br />• 基于 Claude CLI 日志本地解析，自动匹配模型价格并估算成本，全程只读，无需修改现有开发环境<br /><br /><a href="https://github.com/HduSy/tokenscope" target="_blank" rel="noopener" title="https://github.com/HduSy/tokenscope">https://github.com/HduSy/tokenscope</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=%23Claude" title="#Claude">#Claude</a> <a href="/search/result?q=%23ClaudeCLI" title="#ClaudeCLI">#ClaudeCLI</a> <a href="/search/result?q=%23Token" title="#Token">#Token</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> <a href="/search/result?q=%23%E6%95%88%E7%8E%87%E5%B7%A5%E5%85%B7" title="#效率工具">#效率工具</a> <a href="/search/result?q=%23Rust" title="#Rust">#Rust</a> <a href="/search/result?q=%23React" title="#React">#React</a> <a href="/search/result?q=%23TypeScript" title="#TypeScript">#TypeScript</a> <a href="/search/result?q=%23Tauri" title="#Tauri">#Tauri</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>