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/6308http://telegram.zhetengsha.eu.org/posts/6308Mon, 06 Jul 2026 03:59:58 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-6308-0" popovertargetaction="show" aria-label="Open image preview: mattpocock/skills 这玩意也蛋疼跟 superpowers 一样, 问得我都前额叶过载了怎么能问出 20 个问题的…Compound Engineering YYDS! Compound Engineering 使用感受 AI 合集 合集 群组 恰饭 联系推广 #AI #编程 #工程效率 #开发工作流 #代码审查 #Agent #Claude #Code #Codex #GitHub"> <img src="/static/https://cdn5.telesco.pe/file/umHzRcwPyrUyXHkMfzTavplhDTrhrRl0l6U0ZIyFCZXauBeXYCaoK-_6ycI5I2Ng16JHhWhlXf5YJ9P_kgYeXKp8aNvt-c0b9DYQfBTcTbd417D2YhVWw9kziFwh4KzUlSGx3_yhPgH_VoJNL8PnWl1S7PndV_aj3Tt5OruoIXIo75WpM4D_SJtyNV_65mKm_QnjbqEsWVQmg0cDPDVMd2iBkeMUlAXHmRKHGlxqzy9EBer-rIG4qlwXtJNFEI04KHkTvVPU6CPZWgDlGjlmrx4bC--DSAshhmvzRl7AXJh8aly1nB2OMrw2b0NbPtU4dDEJCOScVUGAQOyMW8XAow.jpg" alt="mattpocock/skills 这玩意也蛋疼跟 superpowers 一样, 问得我都前额叶过载了怎么能问出 20 个问题的…Compound Engineering YYDS! Compound Engineering 使用感受 AI 合集 合集 群组 恰饭 联系推广 #AI #编程 #工程效率 #开发工作流 #代码审查 #Agent #Claude #Code #Codex #GitHub" width="800" height="243" loading="lazy" /> </button> <div class="modal" id="modal-6308-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-6308-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-6308-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><a href="https://github.com/mattpocock/skills" target="_blank" rel="noopener" title="mattpocock/skills">mattpocock/skills</a> 这玩意也蛋疼<br /><br />跟 superpowers 一样, 问得我都前额叶过载了<br /><br />怎么能问出 20 个问题的…<br /><br />Compound Engineering YYDS! <br /><br /><a href="https://t.me/zhetengsha/5467" target="_blank" rel="noopener" title="Compound Engineering 使用感受">Compound Engineering 使用感受</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327711622831803904.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/207" target="_blank" rel="noopener" title="AI 合集">AI 合集</a> <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=%23%E7%BC%96%E7%A8%8B" title="#编程">#编程</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E6%95%88%E7%8E%87" title="#工程效率">#工程效率</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#开发工作流">#开发工作流</a> <a href="/search/result?q=%23%E4%BB%A3%E7%A0%81%E5%AE%A1%E6%9F%A5" title="#代码审查">#代码审查</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23Claude" title="#Claude">#Claude</a> <a href="/search/result?q=%23Code" title="#Code">#Code</a> <a href="/search/result?q=%23Codex" title="#Codex">#Codex</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>http://telegram.zhetengsha.eu.org/posts/5519http://telegram.zhetengsha.eu.org/posts/5519Fri, 01 May 2026 00:00:42 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5519-0" popovertargetaction="show" aria-label="Open image preview: Waza: 把工程习惯沉淀为 Claude 可直接执行的技能集合有一说一 我肯定不会拿这个用来开发...轻度使用好像还行• 提供 /think、/hunt、/check、/design 等多种技能指令，覆盖需求分析、系统调试、代码检查、界面设计等高频工程场景• 不止是提示词集合，每个技能都包含脚本、参考文档、Hooks 和真实项目踩坑经验，更适合长期集成到 Claude Code 工作流• 支持一键安装到 Claude Code，也兼容其他 Agent；同时附带状态栏和英文写作辅助，提升日常开发效率与输出质量"> <img src="/static/https://cdn5.telesco.pe/file/gtgXB0F8-0gAZp6VjQmQgE-I5zRTE_K7ZQagF247cnI1fpqMlmYxv1G-A-lBdGG_ZquxB0Var9wRbZI8Enf4ttq3vxTV3NsdTVUFP8UF1PvQIy4lqf314KGH0VGfzsaQWDT6_MnwA5J2YmkrnxjHXaOnUF43_5KPIgFXXjOcTcqP-Xl-6z7CAWl42ogBQCqXHIu2z1McA3JBSplI_JRjVsKMiqp_MsNLiHQLj9ckjEaX6OZ1ysrE2jjWgL2yJXTwO1YRyjHMqLK1u_as9e0OdvezZpZarvmZsZG_yHTCGero7tDD6AaGcngKLh7GIov6tlc6GZMHIu3B50ARRSri2w.jpg" alt="Waza: 把工程习惯沉淀为 Claude 可直接执行的技能集合有一说一 我肯定不会拿这个用来开发...轻度使用好像还行• 提供 /think、/hunt、/check、/design 等多种技能指令，覆盖需求分析、系统调试、代码检查、界面设计等高频工程场景• 不止是提示词集合，每个技能都包含脚本、参考文档、Hooks 和真实项目踩坑经验，更适合长期集成到 Claude Code 工作流• 支持一键安装到 Claude Code，也兼容其他 Agent；同时附带状态栏和英文写作辅助，提升日常开发效率与输出质量" width="800" height="503" loading="lazy" /> </button> <div class="modal" id="modal-5519-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5519-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5519-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>Waza: 把工程习惯沉淀为 Claude 可直接执行的技能集合</u><br /><br />有一说一 我肯定不会拿这个用来开发...轻度使用好像还行<br /><br />• 提供 /think、/hunt、/check、/design 等多种技能指令，覆盖需求分析、系统调试、代码检查、界面设计等高频工程场景<br /><br />• 不止是提示词集合，每个技能都包含脚本、参考文档、Hooks 和真实项目踩坑经验，更适合长期集成到 Claude Code <mark class="highlight">工作流</mark><br /><br />• 支持一键安装到 Claude Code，也兼容其他 Agent；同时附带状态栏和英文写作辅助，提升日常开发效率与输出质量<br /><br /><a href="https://github.com/tw93/waza" target="_blank" rel="noopener" title="https://github.com/tw93/waza">https://github.com/tw93/waza</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=%23ClaudeCode" title="#ClaudeCode">#ClaudeCode</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E7%BC%96%E7%A8%8B" title="#编程">#编程</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E6%95%88%E7%8E%87" title="#工程效率">#工程效率</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#开发工作流">#开发工作流</a> <a href="/search/result?q=%23%E4%BB%A3%E7%A0%81%E5%AE%A1%E6%9F%A5" title="#代码审查">#代码审查</a> <a href="/search/result?q=%23%E8%B0%83%E8%AF%95%E6%8A%80%E5%B7%A7" title="#调试技巧">#调试技巧</a> <a href="/search/result?q=%23Prompt" title="#Prompt">#Prompt</a>http://telegram.zhetengsha.eu.org/posts/5479http://telegram.zhetengsha.eu.org/posts/5479Sat, 25 Apr 2026 08:55:05 GMT<a class="tgme_widget_message_reply user-color-4 js-message_emoji_bg" href="/posts/5456"><blockquote><small><i class="tgme_widget_message_reply_thumb" style="background-image:url('https://cdn5.telesco.pe/file/MIrrsHS5PiC2Ak0e-kHd3Y8GPKW5lRTSViuZlyGSeqZ9usIHVuykULOjjcM9Xkjj5Zj4rLA7Ky2oFKo_-GvyWgSgsLTU-vG5x_BBUVSloh77D0yjKu-4MUJJ7Kt4aouoLSRyaZt3IZ6We-EJKCk0IiRcpP0f7RJi7h5zlnHkyEfnymsdgqqbyAH5dqzUh7j7bWSjWrUbTr9IX08sb9FURaYNETZq-cp0wTrg0JffEgtDzK6ytHIITZQvayl-MIqCYjxJfnFjExILeVUF4ZP36keOPMEWbSEUASc2WhRFK9T8mfiPMrOWkg74QjAOB8IZ9rTN4nknXIgTNof7ba0Opg.jpg')"></i> <div class="tgme_widget_message_author accent_color"> <span class="tgme_widget_message_author_name">小一</span> </div> <div class="tgme_widget_message_text js-message_reply_text">SDD-RIPER-ONE 简单使用感受 介绍帖 简单用了一段时间 主要产出了一个 快捷指令: GitHub Uploader ▎标准流程 create_codemap (生成代码索引地图) -&gt; build_context_bundle (整理需求上下文) -&gt; sdd_bootstrap 这里如图说需求开始 下面是自动的 -&gt; Research -&gt; (Innovate, 可选) -&gt; Plan -&gt; Execute -&gt; Review 手动 archive 归档沉淀 首次执行计划 和…</div> </small></blockquote></a><u>更新: SDD-RIPER-ONE 简单使用感受</u><br /><br />感觉好像不如 <a href="https://t.me/zhetengsha/5467" target="_blank" rel="noopener" title="Compound Engineering">Compound Engineering</a> 的全面<br /><br />有时候还感觉被 spec 束缚太死, 可能会出现顾头不顾腚的情况<br /><br />▎Codex App 中使用 SDD-RIPER 的最佳实践<br /><br /><a href="https://github.com/huisezhiyin/sdd-riper/issues/4" target="_blank" rel="noopener" title="https://github.com/huisezhiyin/sdd-riper/issues/4">https://github.com/huisezhiyin/sdd-riper/issues/4</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327684955379862886.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/5456" target="_blank" rel="noopener" title="原消息">原消息</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327711622831803904.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/207" target="_blank" rel="noopener" title="AI 合集">AI 合集</a> <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=%23AgenticCoding" title="#AgenticCoding">#AgenticCoding</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E7%BC%96%E7%A8%8B" title="#编程">#编程</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#开发工作流">#开发工作流</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E5%8D%8F%E4%BD%9C" title="#工程协作">#工程协作</a> <a href="/search/result?q=%23Spec" title="#Spec">#Spec</a> <a href="/search/result?q=%23%E9%A9%B1%E5%8A%A8" title="#驱动">#驱动</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23SDD" title="#SDD">#SDD</a>http://telegram.zhetengsha.eu.org/posts/5467http://telegram.zhetengsha.eu.org/posts/5467Fri, 24 Apr 2026 04:03:49 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5467-0" popovertargetaction="show" aria-label="Open image preview: Compound Engineering: 使用感受ce:brainstorm 说需求1,2,3 选选 或者补充需求它非常智能 如果不是脑暴需求 它不会无脑开始脑暴 会使用对应的 skill 然后 1 开始 ce:plan然后 1 开始 ce:work 人肉过一下 diff然后 ce:review 可以开好多个 subagent 从不同角度 review 很爽可使用提示词, 抛砖引玉"> <img src="/static/https://cdn5.telesco.pe/file/bqHNPsqtf3SGv952NChckAG1ADfbLqK5EC_32H3kKL9HS0HlzrD9zSqP6QkJUq_HtHCI5jnfPBpuIscArKfE_WzmR1DgQ8KIfWOFWJYZmC-O4Z89hegPYeuvYFQUxBACO4MyeR5nDYr-cKSY1cwg2ioZSIBMiJu7KLMbNpys3x1CTR7e036sr4ozHZ_1hjQKbYursUMYj6a1fM3iz1_CwWDJJHadsf4DqHPgMJdf2wpnsad-GhRl8zxJ4PUWvr6Yd8YpJfUgdcyuX7cQBK04iMWMX4Btf6WR3qyeHOSMuxuKpjuYJrA6Kd_YJFzaPn-c6dcOgWs71ka0L3m7ZnABvQ.jpg" alt="Compound Engineering: 使用感受ce:brainstorm 说需求1,2,3 选选 或者补充需求它非常智能 如果不是脑暴需求 它不会无脑开始脑暴 会使用对应的 skill 然后 1 开始 ce:plan然后 1 开始 ce:work 人肉过一下 diff然后 ce:review 可以开好多个 subagent 从不同角度 review 很爽可使用提示词, 抛砖引玉" width="800" height="209" loading="lazy" /> </button> <div class="modal" id="modal-5467-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5467-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5467-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>Compound Engineering: 使用感受</u><br /><br /><code>ce:brainstorm</code> 说需求<br />1,2,3 选选 或者补充需求<br />它非常智能 如果不是脑暴需求 它不会无脑开始脑暴 会使用对应的 skill <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6082120054202175986.webp" alt="" loading="lazy" width="20" height="20" /><br /><br />然后 1 开始 <code>ce:plan</code><br /><br />然后 1 开始 <code>ce:work</code> <br />人肉过一下 diff<br /><br />然后 <code>ce:review</code> 可以开好多个 subagent 从不同角度 review 很爽<br /><br />可使用提示词, 抛砖引玉<br /><br /><div class="tg-expandable"> <input type="checkbox" id="expand-16-0" class="tg-expandable__checkbox" aria-label="Toggle hidden content" aria-controls="expand-16-0-content" /> <div id="expand-16-0-content" class="tg-expandable__content">$ce:review<br /><br />使用模型 gpt-5.4-mini 启动 subagent<br /><br />subagent 超时设大一些<br /><br />用中文回答<br /><br />每个 finding 分配一个字母, 方便指代</div> <label for="expand-16-0" class="tg-expandable__toggle"><span class="sr-only">Toggle hidden content</span></label> </div><br /><br />如果有 findings, 我理解下 findings 是啥, 有个预期, 然后它修<br />然后 <code>ce:review</code><br />直到没有 findings<br /><br /><a href="https://t.me/zhetengsha/5456" target="_blank" rel="noopener" title="SDD-RIPER-ONE 简单使用感受"><u>SDD-RIPER-ONE 简单使用感受</u></a><br /><br /><a href="https://t.me/zhetengsha/5267" target="_blank" rel="noopener" title="Compound Engineering"><u>Compound Engineering</u></a> <br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327711622831803904.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/207" target="_blank" rel="noopener" title="AI 合集">AI 合集</a> <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=%23%E7%BC%96%E7%A8%8B" title="#编程">#编程</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E6%95%88%E7%8E%87" title="#工程效率">#工程效率</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#开发工作流">#开发工作流</a> <a href="/search/result?q=%23%E4%BB%A3%E7%A0%81%E5%AE%A1%E6%9F%A5" title="#代码审查">#代码审查</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23Claude" title="#Claude">#Claude</a> <a href="/search/result?q=%23Code" title="#Code">#Code</a> <a href="/search/result?q=%23Codex" title="#Codex">#Codex</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23%E6%8F%92%E4%BB%B6%E7%94%9F%E6%80%81" title="#插件生态">#插件生态</a> <a href="/search/result?q=%23CE" title="#CE">#CE</a> <a href="/search/result?q=%23CompoundEngineering" title="#CompoundEngineering">#CompoundEngineering</a>http://telegram.zhetengsha.eu.org/posts/5456http://telegram.zhetengsha.eu.org/posts/5456Thu, 23 Apr 2026 04:05:01 GMT<a class="tgme_widget_message_reply user-color-4 js-message_emoji_bg" href="/posts/5451"><blockquote><small><i class="tgme_widget_message_reply_thumb" style="background-image:url('https://cdn5.telesco.pe/file/l5zhHmEnYS5WAsYZd1ysjad5eLjwafniPo8SJqEbJNi2pRqYM6tRneJBUMJeT7vM-euu5bWrV0aw1OPIF2Dz9K27z2eNwCBnIa5O5DqzhDPFzgN461fMMBqZ6mp_OR9R6E3xis9JzCLfM95gtqlpJXWraut2vWaZYlT6tHtWe_w5pyLFW7eIf7JDDmzos3PbOj5tfVC3YIsT2ElJNrPve7n5kX8NWq08vndrg0PJq7l_h0I8HNexpJq0l7lsJ91c9NhhoEKg0UdApZtHO-s_6m02Kdr_FvoTzwwlLQ3GmvwfLezMGkAsOjEXeMROkvT3nemEpctDBcfayTeh-O1EYA.jpg')"></i> <div class="tgme_widget_message_author accent_color"> <span class="tgme_widget_message_author_name">小一</span> </div> <div class="tgme_widget_message_text js-message_reply_text">SDD-RIPER: 面向 agentic coding 的轻量级 AI Agent Harness • 以最小 Spec 作为任务真相源，围绕目标、边界、验证和可恢复上下文组织协作流程 • 通过 Checkpoint、Approval、Validation 和 Reverse Sync 建立可观察、可回退、可接手的控制面 • 内置 sdd-riper-one-light 与标准协议入口，适合日常开发、复杂重构、团队治理与交接场景 https://github.com/huisezhiyin/sdd…</div> </small></blockquote></a><div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5456-0" popovertargetaction="show" aria-label="Open image preview: SDD-RIPER-ONE 简单使用感受介绍帖简单用了一段时间 主要产出了一个 快捷指令: GitHub Uploader▎标准流程create_codemap (生成代码索引地图) -&gt; build_context_bundle (整理需求上下文) -&gt; sdd_bootstrap 这里如图说需求开始下面是自动的 -&gt; Research -&gt; (Innovate, 可选) -&gt; Plan -&gt; Execute -&gt; Review手动 archive 归档沉淀首次执行计划 和 review_execute 之后修改了计划, 都需要手动 Plan Approved 确认执行▎感受官方没有跟 Compound Engineering 一样的 Codex Prompts, 也没把 skills 拆出来. 当然你也可以自己生成 或者用任何快捷输入工具方便你每次调用...review 的时候没有 ce:review 开好多个 subagent 从不同角度 review 来得爽 自带的只有 review_spec 和 review_execute, 其实感觉好像不如 ce:review 全面有时候还感觉被 spec 束缚太死, 可能会出现顾头不顾腚的情况生成的文档信息里可能包含隐私, 公开仓库感觉不太适合带着一起上传...▎Codex App 中使用 SDD-RIPER 的最佳实践"> <img src="/static/https://cdn5.telesco.pe/file/L_nRb9Gku-j0MtvUzqNS64a96MBu10jV2Jy0pmQsfKSdxDXDxcKaWaaUw13ryogmZ4ejAiY7C9G4vdjelj0e6_sFyGDBUHabPAfB_gYhGoXchNvAdKezH308jIiWwy93rR_8-Y9jap6GvidnsOZqYhdKlONn4sWySvFFjA3nsC3Iz0TUAUjc0NwjPOuNKz32tBZR9P7staEJUCKytstcd8HKNYvfTSNPgCZ1AoxyoEVphv60oS1hoxj0R6lgU3tfJuOCClIvYwyJG9dmO_2P38nEk1BqFWNLHBC6y6wGCOGSMpVfJiZlXJqRqU7c1Ilx0I2KO0rdkQw3sDkXUb2gpw.jpg" alt="SDD-RIPER-ONE 简单使用感受介绍帖简单用了一段时间 主要产出了一个 快捷指令: GitHub Uploader▎标准流程create_codemap (生成代码索引地图) -&gt; build_context_bundle (整理需求上下文) -&gt; sdd_bootstrap 这里如图说需求开始下面是自动的 -&gt; Research -&gt; (Innovate, 可选) -&gt; Plan -&gt; Execute -&gt; Review手动 archive 归档沉淀首次执行计划 和 review_execute 之后修改了计划, 都需要手动 Plan Approved 确认执行▎感受官方没有跟 Compound Engineering 一样的 Codex Prompts, 也没把 skills 拆出来. 当然你也可以自己生成 或者用任何快捷输入工具方便你每次调用...review 的时候没有 ce:review 开好多个 subagent 从不同角度 review 来得爽 自带的只有 review_spec 和 review_execute, 其实感觉好像不如 ce:review 全面有时候还感觉被 spec 束缚太死, 可能会出现顾头不顾腚的情况生成的文档信息里可能包含隐私, 公开仓库感觉不太适合带着一起上传...▎Codex App 中使用 SDD-RIPER 的最佳实践" width="568" height="264" loading="eager" /> </button> <div class="modal" id="modal-5456-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5456-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5456-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>SDD-RIPER-ONE 简单使用感受</u><br /><br /><a href="https://t.me/zhetengsha/5451" target="_blank" rel="noopener" title="介绍帖">介绍帖</a><br /><br />简单用了一段时间 主要产出了一个 <a href="https://t.me/zhetengsha/5454" target="_blank" rel="noopener" title="快捷指令: GitHub Uploader"><u>快捷指令: GitHub Uploader</u></a><br /><br />▎标准流程<br /><code>create_codemap</code> (生成代码索引地图) -&gt; <code>build_context_bundle</code> (整理需求上下文) -&gt; <code>sdd_bootstrap</code> 这里如图说需求开始<br /><br />下面是自动的<br /><br /> -&gt; <code>Research</code> -&gt; (<code>Innovate</code>, 可选) -&gt; <code>Plan</code> -&gt; <code>Execute</code> -&gt; <code>Review</code><br /><br />手动 <code>archive</code> 归档沉淀<br /><br />首次执行计划 和 <code>review_execute</code> 之后修改了计划, 都需要手动 <code>Plan Approved</code> 确认执行<br /><br />▎感受<br /><br />官方没有跟 <a href="https://t.me/zhetengsha/5267" target="_blank" rel="noopener" title="Compound Engineering">Compound Engineering</a> 一样的 Codex Prompts, 也没把 skills 拆出来. 当然你也可以自己生成 或者用任何快捷输入工具方便你每次调用...<br /><br />review 的时候没有 <code>ce:review</code> 开好多个 subagent 从不同角度 review 来得爽 <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6082120054202175986.webp" alt="" loading="lazy" width="20" height="20" /><br />自带的只有 <code>review_spec</code> 和 <code>review_execute</code>, 其实感觉好像不如 <code>ce:review</code> 全面<br /><br />有时候还感觉被 spec 束缚太死, 可能会出现顾头不顾腚的情况<br /><br />生成的文档信息里可能包含隐私, 公开仓库感觉不太适合带着一起上传...<br /><br />▎Codex App 中使用 SDD-RIPER 的最佳实践<br /><br /><a href="https://github.com/huisezhiyin/sdd-riper/issues/4" target="_blank" rel="noopener" title="https://github.com/huisezhiyin/sdd-riper/issues/4">https://github.com/huisezhiyin/sdd-riper/issues/4</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327711622831803904.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/207" target="_blank" rel="noopener" title="AI 合集">AI 合集</a> <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=%23AgenticCoding" title="#AgenticCoding">#AgenticCoding</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E7%BC%96%E7%A8%8B" title="#编程">#编程</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#开发工作流">#开发工作流</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E5%8D%8F%E4%BD%9C" title="#工程协作">#工程协作</a> <a href="/search/result?q=%23Spec" title="#Spec">#Spec</a> <a href="/search/result?q=%23%E9%A9%B1%E5%8A%A8" title="#驱动">#驱动</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a>http://telegram.zhetengsha.eu.org/posts/5451http://telegram.zhetengsha.eu.org/posts/5451Wed, 22 Apr 2026 10:02:16 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5451-0" popovertargetaction="show" aria-label="Open image preview: SDD-RIPER: 面向 agentic coding 的轻量级 AI Agent Harness• 以最小 Spec 作为任务真相源，围绕目标、边界、验证和可恢复上下文组织协作流程• 通过 Checkpoint、Approval、Validation 和 Reverse Sync 建立可观察、可回退、可接手的控制面• 内置 sdd-riper-one-light 与标准协议入口，适合日常开发、复杂重构、团队治理与交接场景"> <img src="/static/https://cdn5.telesco.pe/file/PEz5bXmr3Jz3TXx4eO5w2eLS_gLZt4vNV4zCfC2GCp6kNW2te14EBCKyuL75ckYB4Yws-Q3D2PBx4T9wLELpDYa4NKVTuR9FFKpEpXppQ5S2QTPyCFlCfd26DeGa2Pq4gLq_wNUHwvMJCss4ORJUL_aAF4BpEJei5mhm12Xi1dr7mM3EE9KfMSSg3-kCB0FGEnHra_OTIyKouc_pwezDRMxj4W8yKzXLK9_1ddQ39Va3qbKa5c8TFRb5mWwM2DxLLkfKUaQw1OzlSj4xPpk0_Yaq6SYdWGp4Jp9xmQg38_Pjeq5LSuaHmmKW2vmoPr9cUAzgGbydq7LHg9Q-BsEUPw.jpg" alt="SDD-RIPER: 面向 agentic coding 的轻量级 AI Agent Harness• 以最小 Spec 作为任务真相源，围绕目标、边界、验证和可恢复上下文组织协作流程• 通过 Checkpoint、Approval、Validation 和 Reverse Sync 建立可观察、可回退、可接手的控制面• 内置 sdd-riper-one-light 与标准协议入口，适合日常开发、复杂重构、团队治理与交接场景" width="800" height="450" loading="eager" /> </button> <div class="modal" id="modal-5451-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5451-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5451-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>SDD-RIPER: 面向 agentic coding 的轻量级 AI Agent Harness</u><br /><br />• 以最小 Spec 作为任务真相源，围绕目标、边界、验证和可恢复上下文组织协作流程<br /><br />• 通过 Checkpoint、Approval、Validation 和 Reverse Sync 建立可观察、可回退、可接手的控制面<br /><br />• 内置 sdd-riper-one-light 与标准协议入口，适合日常开发、复杂重构、团队治理与交接场景<br /><br /><a href="https://github.com/huisezhiyin/sdd-riper" target="_blank" rel="noopener" title="https://github.com/huisezhiyin/sdd-riper">https://github.com/huisezhiyin/sdd-riper</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=%23AgenticCoding" title="#AgenticCoding">#AgenticCoding</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E7%BC%96%E7%A8%8B" title="#编程">#编程</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#开发工作流">#开发工作流</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E5%8D%8F%E4%BD%9C" title="#工程协作">#工程协作</a> <a href="/search/result?q=%23Spec" title="#Spec">#Spec</a> <a href="/search/result?q=%23%E9%A9%B1%E5%8A%A8" title="#驱动">#驱动</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a>http://telegram.zhetengsha.eu.org/posts/5397http://telegram.zhetengsha.eu.org/posts/5397Fri, 17 Apr 2026 02:02:27 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5397-0" popovertargetaction="show" aria-label="Open image preview: oh-my-codex: 为 OpenAI Codex CLI 提供更强工作流编排与运行时增强的效率层Superpowers -&gt; Compound Engineering -&gt; oh-my-codex (OMX)我整个人都 Harness 了 不是很习惯这种方式 目前我又退回 Compound Engineering 了• 在保留 Codex 作为执行引擎的前提下，补齐从需求澄清、方案规划到执行落地的一致化工作流• 通过 $deep-interview、$ralplan、$ralph、$team 等内置能力，把复杂任务拆解为可复用的技能、角色与并行执行模式• 使用 .omx 持久化保存项目指导、计划、日志与运行状态，适合需要长期上下文管理和多阶段协作的开发场景"> <img src="/static/https://cdn5.telesco.pe/file/RMf40DX25XkwyyKqhtnuCvKbeNdvX4KOb0KbXHuy9O0MGjEVPU12K-pDf4Qga9cOpZcdxOsM-iBD6ly2Z8am0De4sIHhs6qnBDtafQ0Uo_ysn_fmvM2NaFA2HRgnWorzaXiGhqAHazXBNfXPEXimDRZvs1fdcCOlebgJwTvWXi1N3IRV2XIsnEmBqR_Rnl7r_mP7P2PFCr5BY3AKPRtHSJiwEZ9KwTvNWVAwwQUkb4fwsqkUk1gIrYRoVlK1Kmc31PqFYTHL0uUnHVXFSpXlpl66lLfuD_u8jkRG3YCLMDyJP3JLNTabbpQRwknmL_U6ojo5q9Z31qGSE1rGjSLPJw.jpg" alt="oh-my-codex: 为 OpenAI Codex CLI 提供更强工作流编排与运行时增强的效率层Superpowers -&gt; Compound Engineering -&gt; oh-my-codex (OMX)我整个人都 Harness 了 不是很习惯这种方式 目前我又退回 Compound Engineering 了• 在保留 Codex 作为执行引擎的前提下，补齐从需求澄清、方案规划到执行落地的一致化工作流• 通过 $deep-interview、$ralplan、$ralph、$team 等内置能力，把复杂任务拆解为可复用的技能、角色与并行执行模式• 使用 .omx 持久化保存项目指导、计划、日志与运行状态，适合需要长期上下文管理和多阶段协作的开发场景" width="800" height="533" loading="eager" /> </button> <div class="modal" id="modal-5397-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5397-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5397-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>oh-my-codex: 为 OpenAI Codex CLI 提供更强工作流编排与运行时增强的效率层</u><br /><br />Superpowers -&gt; Compound Engineering -&gt; oh-my-codex (OMX)<br /><br />我整个人都 Harness 了 <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6082120054202175986.webp" alt="" loading="lazy" width="20" height="20" /><br /><br />不是很习惯这种方式 目前我又退回 Compound Engineering 了<br /><br />• 在保留 Codex 作为执行引擎的前提下，补齐从需求澄清、方案规划到执行落地的一致化工作流<br /><br />• 通过 $deep-interview、$ralplan、$ralph、$team 等内置能力，把复杂任务拆解为可复用的技能、角色与并行执行模式<br /><br />• 使用 .omx 持久化保存项目指导、计划、日志与运行状态，适合需要长期上下文管理和多阶段协作的开发场景<br /><br /><a href="https://github.com/Yeachan-Heo/oh-my-codex" target="_blank" rel="noopener" title="https://github.com/Yeachan-Heo/oh-my-codex">https://github.com/Yeachan-Heo/oh-my-codex</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=%23Codex" title="#Codex">#Codex</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%E5%B7%A5%E4%BD%9C%E6%B5%81%E7%BC%96%E6%8E%92" title="#工作流编排">#工作流编排</a> <a href="/search/result?q=%23CLI" title="#CLI">#CLI</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E6%95%88%E7%8E%87" title="#工程效率">#工程效率</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23%E5%8D%8F%E4%BD%9C" title="#协作">#协作</a>http://telegram.zhetengsha.eu.org/posts/5377http://telegram.zhetengsha.eu.org/posts/5377Wed, 15 Apr 2026 07:05:53 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5377-0" popovertargetaction="show" aria-label="Open image preview: ShortcutStudio: 用 AI 快速生成快捷指令免费版有一定的额度App: "> <img src="/static/https://cdn5.telesco.pe/file/uTUVyw2XUPWOs80WREqnmfCyDAIbwDcbeQpQdyD2z5ErqPiwOWeyrjhUeJDAmIxdzwrfiI3efMjHWgOj_LW5fL7vLmkFTaH6PU-RA9u1eho8ISaDkkX3DhJT7_s1axmiNBIZRndKu6gnsfyMPnVG9ZHUFhu7nbRzmBnp3b4U7_NCX1WMmb_4ZwA4tcFqhSlMkpiNz74my3gbiYgz5WRfVUapwUk13nlL1VPuHa-B6pxjdOKHxeQcxweAgZmjoDRuQpQRkzLcqXscjpDwsenpAUgBoNNAfRURdmXe9H8YPRnVIwtsX1nKLx-Rt5XcBDolgyoBg8-Anpl4XRm5iVgWeg.jpg" alt="ShortcutStudio: 用 AI 快速生成快捷指令免费版有一定的额度App: " width="407" height="543" loading="eager" /> </button> <div class="modal" id="modal-5377-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5377-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5377-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>ShortcutStudio: 用 AI 快速生成快捷指令</u><br /><br />免费版有一定的额度<br /><br />App: <a href="https://apps.apple.com/us/app/shortcutstudio-ai-shortcuts/id6760745118" target="_blank" rel="noopener" title="https://apps.apple.com/us/app/shortcutstudio-ai-shortcuts/id6760745118">https://apps.apple.com/us/app/shortcutstudio-ai-shortcuts/id6760745118</a><br /><br />网页版: <a href="https://shortcutstudio.app/" target="_blank" rel="noopener" title="https://shortcutstudio.app">https://shortcutstudio.app</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=%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=%23%E5%BF%AB%E6%8D%B7%E6%8C%87%E4%BB%A4" title="#快捷指令">#快捷指令</a> <a href="/search/result?q=%23AppleShortcuts" title="#AppleShortcuts">#AppleShortcuts</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23iOS" title="#iOS">#iOS</a> <a href="/search/result?q=%23macOS" title="#macOS">#macOS</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%B7%A5%E4%BD%9C%E6%B5%81" title="#工作流">#工作流</a>http://telegram.zhetengsha.eu.org/posts/5301http://telegram.zhetengsha.eu.org/posts/5301Sat, 04 Apr 2026 10:03:18 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5301-0" popovertargetaction="show" aria-label="Open image preview: codex-cli-best-practice: 面向 Codex CLI 用户的实战最佳实践与工作流参考仓库• 系统整理了 Commands、Subagents、Skills、MCP、Hooks、AGENTS.md 等核心能力，适合快速建立对 Codex CLI 生态的完整认知• 提供从 Research → Plan → Execute → Review → Ship 的开发工作流示例，并汇总多种社区方案，便于对比不同 Agent 编排思路• 包含大量可直接借鉴的配置、提示词与落地技巧，覆盖规划、调试、代码评审、并行协作与日常使用习惯"> <img src="/static/https://cdn5.telesco.pe/file/Lh18ZBO5jdi5GSJ7oPc3YsjIxrfa3mXvjE5zvh39IeiF_sgzlnuqT6GxrL5bRZxLAtXf9Xp_IssoGWPFaZ9f1Zngm_yAnQx0akBBEstUw66QwvTCEXO1-vfN5QY6-4MZI4IXJY5cZhnii7T0EVm7KrVk3LHt2OeJUGXV7G5DZSbRsfsd0-y403ZYOG0VLDb6IZLmGJdod0VpIUhqr7QO9kUDzRqnLLThhy3e5IYgIK2xr8GZjOz14illdhEfjyZFVdbFUZCb3OylXI2HdfNMXQIeN3aDIP8pHLUSvyTa7W6cIFOx4K8HjAPU5tkuGi96RFJZ41d38nqQTdmVToKoeQ.jpg" alt="codex-cli-best-practice: 面向 Codex CLI 用户的实战最佳实践与工作流参考仓库• 系统整理了 Commands、Subagents、Skills、MCP、Hooks、AGENTS.md 等核心能力，适合快速建立对 Codex CLI 生态的完整认知• 提供从 Research → Plan → Execute → Review → Ship 的开发工作流示例，并汇总多种社区方案，便于对比不同 Agent 编排思路• 包含大量可直接借鉴的配置、提示词与落地技巧，覆盖规划、调试、代码评审、并行协作与日常使用习惯" width="800" height="422" loading="eager" /> </button> <div class="modal" id="modal-5301-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5301-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5301-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>codex-cli-best-practice: 面向 Codex CLI 用户的实战最佳实践与工作流参考仓库</u><br /><br />• 系统整理了 <a href="http://Commands%E3%80%81Subagents%E3%80%81Skills%E3%80%81MCP%E3%80%81Hooks%E3%80%81AGENTS.md/" target="_blank" rel="noopener" title="Commands、Subagents、Skills、MCP、Hooks、AGENTS.md">Commands、Subagents、Skills、MCP、Hooks、AGENTS.md</a> 等核心能力，适合快速建立对 Codex CLI 生态的完整认知<br /><br />• 提供从 Research → Plan → Execute → Review → Ship 的开发工作流示例，并汇总多种社区方案，便于对比不同 Agent 编排思路<br /><br />• 包含大量可直接借鉴的配置、提示词与落地技巧，覆盖规划、调试、代码评审、并行协作与日常使用习惯<br /><br /><a href="https://github.com/shanraisshan/codex-cli-best-practice" target="_blank" rel="noopener" title="https://github.com/shanraisshan/codex-cli-best-practice">https://github.com/shanraisshan/codex-cli-best-practice</a><br /><br /><a href="/search/result?q=%23Codex" title="#Codex">#Codex</a> <a href="/search/result?q=%23CodexCLI" title="#CodexCLI">#CodexCLI</a> <a href="/search/result?q=%23%E6%9C%80%E4%BD%B3%E5%AE%9E%E8%B7%B5" title="#最佳实践">#最佳实践</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#开发工作流">#开发工作流</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23Skills" title="#Skills">#Skills</a> <a href="/search/result?q=%23MCP" title="#MCP">#MCP</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E7%BC%96%E7%A8%8B" title="#编程">#编程</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E6%95%88%E7%8E%87" title="#工程效率">#工程效率</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>http://telegram.zhetengsha.eu.org/posts/5267http://telegram.zhetengsha.eu.org/posts/5267Wed, 01 Apr 2026 09:01:38 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5267-0" popovertargetaction="show" aria-label="Open image preview: Compound Engineering: 面向 AI 编程工作流的复利式工程插件市场如图 AI 总结的, 但是我感觉它的 brainstorm 比 Superpowers 的舒服多了...Superpowers 问的好多字好多 我都不想回答• 提供从 brainstorm、plan、work、review 到 compound 的完整工程闭环，把需求澄清、实施规划、代码审查和经验沉淀串成可复用流程• 支持 Claude Code、Codex、OpenCode、GitHub Copilot、Gemini、Windsurf、Qwen 等多种 AI 编码工具，内置跨平台插件转换与安装能力• 强调“让每一次工程工作都让下一次更容易”，通过多 Agent 协作、知识固化和高质量 review 持续降低后续开发成本"> <img src="/static/https://cdn5.telesco.pe/file/Ipxw_BW8Fo7c9VGj3xOXsJX3pMMq6xZ2gh2cxoL21ONOSy6zPGJCML57Af0tx9rmOPryoiWvLA63UIkOUepWFDMxGC61dRVaovwROOrozv7pWKnNvyre6qV-UKY5lSNWd7layN2uWvEuZroLAuBD2B4F-nwz8lVi0w_Zew_l62hCf8j4LkyoD6AYhPS9Md6jj8hQMc3soEpGKvQStVf8iMzS4G_fKrMOXeJ1Em9k0lckqzpQiTg_b1GD_tWaJrxBc_JN_A8SHvYx20kcqTjciSMkBcpQtH9tqsWtaZKQZsubqQPj48uaItHpVxhYY7IkrHU5YtDZi_dP7p-adjnanw.jpg" alt="Compound Engineering: 面向 AI 编程工作流的复利式工程插件市场如图 AI 总结的, 但是我感觉它的 brainstorm 比 Superpowers 的舒服多了...Superpowers 问的好多字好多 我都不想回答• 提供从 brainstorm、plan、work、review 到 compound 的完整工程闭环，把需求澄清、实施规划、代码审查和经验沉淀串成可复用流程• 支持 Claude Code、Codex、OpenCode、GitHub Copilot、Gemini、Windsurf、Qwen 等多种 AI 编码工具，内置跨平台插件转换与安装能力• 强调“让每一次工程工作都让下一次更容易”，通过多 Agent 协作、知识固化和高质量 review 持续降低后续开发成本" width="800" height="319" loading="eager" /> </button> <div class="modal" id="modal-5267-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5267-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5267-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>Compound Engineering: 面向 AI 编程工作流的复利式工程插件市场</u><br /><br />如图 AI 总结的, 但是我感觉它的 brainstorm 比 Superpowers 的舒服多了...<br /><s>Superpowers 问的好多字好多 我都不想回答</s><br /><br />• 提供从 brainstorm、plan、work、review 到 compound 的完整工程闭环，把需求澄清、实施规划、代码审查和经验沉淀串成可复用流程<br /><br />• 支持 Claude Code、Codex、OpenCode、GitHub Copilot、Gemini、Windsurf、Qwen 等多种 AI 编码工具，内置跨平台插件转换与安装能力<br /><br />• 强调“让每一次工程工作都让下一次更容易”，通过多 Agent 协作、知识固化和高质量 review 持续降低后续开发成本<br /><br /><a href="https://github.com/EveryInc/compound-engineering-plugin" target="_blank" rel="noopener" title="https://github.com/EveryInc/compound-engineering-plugin">https://github.com/EveryInc/compound-engineering-plugin</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=%23%E7%BC%96%E7%A8%8B" title="#编程">#编程</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E6%95%88%E7%8E%87" title="#工程效率">#工程效率</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#开发工作流">#开发工作流</a> <a href="/search/result?q=%23%E4%BB%A3%E7%A0%81%E5%AE%A1%E6%9F%A5" title="#代码审查">#代码审查</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23Claude" title="#Claude">#Claude</a> <a href="/search/result?q=%23Code" title="#Code">#Code</a> <a href="/search/result?q=%23Codex" title="#Codex">#Codex</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23%E6%8F%92%E4%BB%B6%E7%94%9F%E6%80%81" title="#插件生态">#插件生态</a> <a href="/search/result?q=%23CE" title="#CE">#CE</a> <a href="/search/result?q=%23CompoundEngineering" title="#CompoundEngineering">#CompoundEngineering</a>http://telegram.zhetengsha.eu.org/posts/5243http://telegram.zhetengsha.eu.org/posts/5243Mon, 30 Mar 2026 11:03:00 GMT<video src="/static/https://cdn5.telesco.pe/file/06e7985013.mp4?token=g8lkfjV8FPVZENNSpnku3O0joJshzuJD_kGd7NeFoTq-WcQBPtVkNiqd1wua0807LfYYjL3s7espaHzy5AVsGpPReUFhftsTLzlcpv_HKtxgPGDRdY-kao4_kaykUGEfb2nEY8oa_j0NfGtigB6OoIohVRaFpFPmHy5XuWd_p7rbQNEy6vddZLUs2odFr1Rb6j1QM5D6dagPq75ts1RPg2tRUJys3uiVneBOy2dEP5bYtAphTwXMGMicXkvc_-f3bCqB-YLcvcWPauyDGIwH97J9KOKefVGbdEziowo0bqDVLbBZ7tIWI3PsDtC3zBeeVQf9k-wgNNt21xhux1D6fg" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><u>Browserfly: 让 AI 像人一样在浏览器中执行任务的自动化代理</u><br /><br /><s>最近不对劲 怎么都 502</s><br /><s>已喊作者去修</s><br />已修复<br /><br />浏览器插件好像没啥影响 <a href="https://chromewebstore.google.com/detail/cfhbbegggfeidahbnfjonopeoodmjhfm?utm_source=item-share-cb" target="_blank" rel="noopener" title="点击安装">点击安装</a><br /><br />• AI 驱动的浏览器代理，可直接在网页中搜索、打开标签页并操作内容<br /><br />• 不只是回答问题，还能完成端到端任务，例如调研产品并输出分析报告<br /><br />• 适合需要网页自动化与信息整理的场景，把复杂流程交给 AI 执行<br /><br /><a href="https://browserfly.app/" target="_blank" rel="noopener" title="https://browserfly.app">https://browserfly.app</a><br /><br /><a href="/search/result?q=%23Browserfly" title="#Browserfly">#Browserfly</a> <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%E6%B5%8F%E8%A7%88%E5%99%A8" title="#浏览器">#浏览器</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%E7%BD%91%E9%A1%B5%E8%87%AA%E5%8A%A8%E5%8C%96" title="#网页自动化">#网页自动化</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=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#工作流">#工作流</a>http://telegram.zhetengsha.eu.org/posts/5220http://telegram.zhetengsha.eu.org/posts/5220Sat, 28 Mar 2026 10:00:00 GMT<video src="/static/https://cdn5.telesco.pe/file/4bad516464.mp4?token=uVlbkSeTu3RjNUhfUJfohxKZmds-NyqmCGLfD0TblgvBvoN3Yyy4Z8b9kCi-0LyceWBRkDKu4zYvHdDOO-iAqOT89EGHClsgm4Q_L6dD7jvtBtw4BCxuWZDZK6NpWMLJiy-UkJlw7m-dctCXI2iyBPpOHvRGhQRoSW_-zNR-LuiW8NyCsjvjbqPs77qGDbKVOsMUpeF_GEk_p3iC2mmECIZ2E7SbDttUjmtrog9YTORGrJ60Yy010Xa4aj_E0eVAZeciVELVYGjLsUPFHJzkXykvWA_f6E9IGVAC3MeFSGjb4wVz7MKNORN4Q7PsLmhyWzoUWYJjyVHIcesGGs9rPA" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><u>ghgrab: 在 CLI 中按需搜索并下载 GitHub 仓库文件的轻量 TUI 工具<br /></u><br />• 无需完整 git clone，可直接从任意 GitHub 仓库中按需抓取单个文件或文件夹，显著减少下载和清理成本<br /><br />• 基于 Rust、tokio 和 ratatui 构建，提供流畅的终端交互体验，支持模糊搜索与目录快速导航<br /><br />• 内置批量下载与 GitHub LFS 支持，并可通过 NPM、Cargo、PIP 快速安装，适合日常开发与脚本工作流<br /><br /><a href="https://github.com/abhixdd/ghgrab" target="_blank" rel="noopener" title="https://github.com/abhixdd/ghgrab">https://github.com/abhixdd/ghgrab</a><br /><br /><a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23CLI" title="#CLI">#CLI</a> <a href="/search/result?q=%23%E5%B7%A5%E5%85%B7" title="#工具">#工具</a> <a href="/search/result?q=%23%E7%BB%88%E7%AB%AF%E6%95%88%E7%8E%87" title="#终端效率">#终端效率</a> <a href="/search/result?q=%23Rust" title="#Rust">#Rust</a> <a href="/search/result?q=%23TUI" title="#TUI">#TUI</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> <a href="/search/result?q=%23%E6%96%87%E4%BB%B6%E4%B8%8B%E8%BD%BD" title="#文件下载">#文件下载</a>http://telegram.zhetengsha.eu.org/posts/5161http://telegram.zhetengsha.eu.org/posts/5161Mon, 23 Mar 2026 02:03:27 GMT<u>git-sync: 面向 Git 多工作树的实时同步工具</u><br /><br />• 基于 watchdog 实时监听文件变更，可将 feature 分支的修改同步到 main 或 staging 工作树，适合本地联调与预发布验证<br /><br />• 原生理解 Git 规则，自动遵循源目录与目标目录的 .gitignore，并在忽略策略冲突时立即终止同步，避免污染目标环境<br /><br />• 启动和退出时会自动执行 git reset --hard 与 git clean -fd，还支持在同步期间包裹运行 npm、make 等命令，方便串联开发与测试流程<br /><br /><a href="https://github.com/KapyAgent/git-sync" target="_blank" rel="noopener" title="https://github.com/KapyAgent/git-sync">https://github.com/KapyAgent/git-sync</a><br /><br /><a href="/search/result?q=%23Git" title="#Git">#Git</a> <a href="/search/result?q=%23%E5%B7%A5%E4%BD%9C%E6%A0%91%E5%90%8C%E6%AD%A5" title="#工作树同步">#工作树同步</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E6%95%88%E7%8E%87" title="#开发效率">#开发效率</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23watchdog" title="#watchdog">#watchdog</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E5%8C%96%E5%B7%A5%E5%85%B7" title="#工程化工具">#工程化工具</a> <a href="/search/result?q=%23worktree" title="#worktree">#worktree</a><a class="tgme_widget_message_link_preview" href="https://github.com/KapyAgent/git-sync" target="_blank" rel="noopener" title="Contribute to KapyAgent/git-sync development by creating an account on GitHub."> <div class="link_preview_site_name accent_color">GitHub</div> <img class="link_preview_image" alt="GitHub - KapyAgent/git-sync" src="/static/https://cdn4.telesco.pe/file/f34fGhhRrYbi9rVn_Ae6Gy_VEGJP8wCWQsry8f67gIHks2Cdho-8x-m5fQdFWbrOHAxWuspD6T8-DDbfmO5O-y5wLJFHOqmx9IjGidLNlw8qI_V2V7HLDoqr_iGeRFmVHcEW7dEF_foqcrejIWdlratEPUyX8mKHlhNNAFhFZdpA8UR1dVxB2BR7cXRsu12Gkva2IN5JfXWi7cwVPVI4uNC7wE9YRqP7PveSTY1jKE5pDU41j0o9lT1ocX3-PGBqS-Xok91jw7AFQVFxlbuukSQYPSDT6EXbqz-JH8qi_DyyrroU8YGeC-sTBxHcGpxkqoKyk31s502auvLLjhhR3g.jpg" width="1200" height="630" loading="eager" /> <div class="link_preview_title">GitHub - KapyAgent/git-sync</div> <div class="link_preview_description">Contribute to KapyAgent/git-sync development by creating an account on GitHub.</div> </a>http://telegram.zhetengsha.eu.org/posts/5090http://telegram.zhetengsha.eu.org/posts/5090Mon, 16 Mar 2026 07:02:26 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-5090-0" popovertargetaction="show" aria-label="Open image preview: NoPUA: 用信任驱动 AI agent 的反 PUA 调试与协作技能• 面向 Claude Code、Codex CLI、Cursor 等多种 AI agent 环境，提供可直接安装的 Skill / Rule，帮助模型在失败、卡住或反复无效尝试时自动切换到更稳健的工作模式• 保留“穷尽方案、先验证、主动排查、结构化升级”等工程方法论，同时避免用威胁式提示诱导模型隐瞒不确定性、跳过验证或过早宣称完成• 基于真实调试基准测试，重点提升隐藏问题发现能力与主动排查深度，适合用于代码调试、流水线排障、API 集成、运维与 AI 工作流优化"> <img src="/static/https://cdn5.telesco.pe/file/UHWx4kVP_2y2TLkN6v5n08H5CjpOOmDh67vIKfXJoATOoOTjS429yY1g8apj6hQaJCNWBISR9Sa8KH1BcZdO4Y9JjCZFTywcrA3op1YfHQYLEw_SYJPPt4saQLL-GvyBkoIu4DIQVn7gC6ogoZaeVrmwlMyCkIh6Mm0_iuXvpgA36VAz5CHRCbVHCVjn2LJ-OexVTt_yKGRw7F43efXeMODdonRL2S1SOmQHTzWSU59RLji3YMBkpynGW67r-Pkr9Z2LHaDg_QWk750NjmEFlGFRRnerEi74VYfWFcRBx7YzHg6AZoeqwjwgtXKWrm_BZn-ue1z9sUfST-8Du5baaw.jpg" alt="NoPUA: 用信任驱动 AI agent 的反 PUA 调试与协作技能• 面向 Claude Code、Codex CLI、Cursor 等多种 AI agent 环境，提供可直接安装的 Skill / Rule，帮助模型在失败、卡住或反复无效尝试时自动切换到更稳健的工作模式• 保留“穷尽方案、先验证、主动排查、结构化升级”等工程方法论，同时避免用威胁式提示诱导模型隐瞒不确定性、跳过验证或过早宣称完成• 基于真实调试基准测试，重点提升隐藏问题发现能力与主动排查深度，适合用于代码调试、流水线排障、API 集成、运维与 AI 工作流优化" width="800" height="433" loading="eager" /> </button> <div class="modal" id="modal-5090-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-5090-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-5090-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>NoPUA: 用信任驱动 AI agent 的反 PUA 调试与协作技能</u><br /><br />• 面向 Claude Code、Codex CLI、Cursor 等多种 AI agent 环境，提供可直接安装的 Skill / Rule，帮助模型在失败、卡住或反复无效尝试时自动切换到更稳健的工作模式<br /><br />• 保留“穷尽方案、先验证、主动排查、结构化升级”等工程方法论，同时避免用威胁式提示诱导模型隐瞒不确定性、跳过验证或过早宣称完成<br /><br />• 基于真实调试基准测试，重点提升隐藏问题发现能力与主动排查深度，适合用于代码调试、流水线排障、API 集成、运维与 AI 工作流优化<br /><br /><a href="https://github.com/wuji-labs/nopua" target="_blank" rel="noopener" title="https://github.com/wuji-labs/nopua">https://github.com/wuji-labs/nopua</a><br /><br /><a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> agent <a href="/search/result?q=%23PromptEngineering" title="#PromptEngineering">#PromptEngineering</a> <a href="/search/result?q=%23ClaudeCode" title="#ClaudeCode">#ClaudeCode</a> <a href="/search/result?q=%23CodexCLI" title="#CodexCLI">#CodexCLI</a> <a href="/search/result?q=%23Cursor" title="#Cursor">#Cursor</a> <a href="/search/result?q=%23%E8%B0%83%E8%AF%95%E6%95%88%E7%8E%87" title="#调试效率">#调试效率</a> <a href="/search/result?q=%23%E5%B7%A5%E7%A8%8B%E5%AE%9E%E8%B7%B5" title="#工程实践">#工程实践</a> <a href="/search/result?q=%23PUA" title="#PUA">#PUA</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/4001http://telegram.zhetengsha.eu.org/posts/4001Thu, 16 Oct 2025 01:03:08 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/piracy6/33024" target="_blank" rel="noopener"><span>黑洞资源笔记</span></a></div><div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-4001-0" popovertargetaction="show" aria-label="Open image preview: Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理"> <img src="/static/https://cdn5.telesco.pe/file/maBOwqQjCiOJZEUzJykLZ26xJDLxN9ZIBrThTaewRVb3VtBcDy8phU810ZLdaY4FStPmpFAGX82wLLgWt7FrlBqfXCkej7WjCkgiY3VDJrH6EBb8PZIytDKz4YN7jcJzwsVPcPFblsBTnGwbjFlqubXtVbOxpjWiii5DAnl4h9xLHOeRdT7C8TjIJSSAOUJITYL19Y2BcW3uAphUX2ea9V3jnUpujVelO1ybxKkt5TEv-gCoDpsuCcbT7zuTLTj0lxxsmpI_car8nvIO6yMKrOwcAi_quegH_UadC5J7uYpkMGIHeLca_T8UVTE7rCBKKXJXoN1QG3WuskP7qGBSdw.jpg" alt="Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理" width="198" height="159" loading="eager" /> </button> <div class="modal" id="modal-4001-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-4001-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-4001-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-4001-1" popovertargetaction="show" aria-label="Open image preview: Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理"> <img src="/static/https://cdn5.telesco.pe/file/SM2be5YoCe1bEZXIOW0fXz_n8T2Or8i6Qx3cQGBgtssTbLRNQrGnGozEX6vsf__6m-MDT5_ITZmvID80xpuzH6W0k05R5zHMGmu3-XooMHxbkrizFIzRGEo7dboqygGd5swXrbgBIdas8T7Pt4bjT7LUYchfIM--l6GK2GxJOgnTz-qebE4aOaYmZH66SqQ772l42IdkuwBafjD8d9wRsFMZwcPR5twwP9pqH1cK6zzjEudrEZuReaWSpspAEowbNnf7wOJiO6Oe6vWARnvVGynD2Sky_crNW11bwJKPeRsh81K1ZCZ-QoEWj90weDkXB2IXw4Jq_o7PDJMLjdbBGg.jpg" alt="Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理" width="253" height="159" loading="eager" /> </button> <div class="modal" id="modal-4001-1" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-4001-1" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-4001-1" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-4001-2" popovertargetaction="show" aria-label="Open image preview: Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理"> <img src="/static/https://cdn5.telesco.pe/file/uJFqWQk-au3WEWCFJtfJP9nGWCoVZ1QdFxdQGq5QScWsJiTNxRP1xqWnWpMddxcuBmwa64a9Rbn1TwmIfbSn65nx8T4WuZo_RR1MhiKuD8itiEc_f0jyIzijlxdBHeQb2hkmj7wqCvTOKY0hYl43cowQd9zgiUrpHTw8lWV1c5nMTaLYnlDDNYR9cjONVL8UNg687NwwGc5XICLxCKNMsLpzScciQXZ6ZQ56y3ei-HroL3wySqiE30laZZZVQw74jvugzL-x_XOR7FFFBe5tSKJEilhFeEKi0PQzKgaC50FtYuicDGkjTUFWPwlqzyklQ5fr64VBlPnR97pNy_vm_Q.jpg" alt="Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理" width="453" height="310" loading="eager" /> </button> <div class="modal" id="modal-4001-2" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-4001-2" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-4001-2" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-4001-3" popovertargetaction="show" aria-label="Open image preview: Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理"> <img src="/static/https://cdn5.telesco.pe/file/Hg8MisDR6FzpFWPQp84JsjFrE-Td-6mCi9Tb9zcubC_ocGjtrxzluRaN2pltXPukPnN5cAmGWrfhPqBcXdbrm5ew78QygnpH7_q9g5fS4GLeM2Kxqt_C45gByB-o_YMh_29zntUmlWvlaBKP9XM91JNq_0MRoLIObnPk70amRQ7YiDyY5e3224o6g1qwVcWlxw3jtn1kgygXS9BX95M91Yjwxxn7eVLh6DLb-0Enndx8teZ3hcPTjxLqPb2ciHFyiXkD-WHoZEKB8ZyFlRI8sfi9zgIGLbsNNdUIpwtcu4jeACBstMl2GU2PZ4ftvTT1uhFuznv0f7nZc5u381-SzQ.jpg" alt="Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理" width="226" height="134" loading="eager" /> </button> <div class="modal" id="modal-4001-3" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-4001-3" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-4001-3" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-4001-4" popovertargetaction="show" aria-label="Open image preview: Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理"> <img src="/static/https://cdn5.telesco.pe/file/YDzJHhayyBNXhrsV-RM8c0gNUgEhoVnmCK9-pfHhzIlbBC6GYwEGcbQGSo8xecBFhJbLcE8kG58TBlmrordB3tn1ex_B2ecGsDCX5lmDYQ1NMZ_tso37dnZr91LTfzvzyAHL8I4b7g8_feUgV0KPux90xgcWEIKVvtJ3NxCIzJqkIgj90se5gTVCLQYxA9BxA2AU6nPR7xiGpwMxsH4LrHiM4pl_djEuAD3MuOhsfWaZMDslDuDIKYQfYuxOFQDGspuPj7zZQXySRObA7a0olC36h3UjFWOXZ-pWg1Sz_TNS-lT_Ys5e67iyKtlGsIsHoc9-t0Wk6ZsZ402oWv883g.jpg" alt="Mole 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| #工具- 🐦 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 - 📦 智能卸载应用，连带清理相关残留文件 - 📊 交互式磁盘分析器，轻松找到大文件，一键删除 - ⚡️ 快速响应，支持分页和键盘导航，操作流畅 - 🧹 每月清理，帮你恢复大量宝贵空间 安装简单，支持 Homebrew 一键安装：brew install tw93/tap/mole运行命令也非常直观：mole clean # 一键清理" width="225" height="134" loading="eager" /> </button> <div class="modal" id="modal-4001-4" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-4001-4" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-4001-4" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><div class="tgme_widget_message_text js-message_text"><a href="https://github.com/tw93/Mole" target="_blank" rel="noopener" title="Mole">Mole</a> 是一个轻量级终端工具，能快速帮你释放上百GB空间，功能强大且零冗余：| <a href="/search/result?q=%23%E5%B7%A5%E5%85%B7" title="#工具">#工具</a><br /><br />- <i class="emoji"><b>🐦</b></i> 深度系统清理，覆盖超 22 个位置，比 CleanMyMac 更彻底 <br />- <i class="emoji"><b>📦</b></i> 智能卸载应用，连带清理相关残留文件 <br />- <i class="emoji"><b>📊</b></i> 交互式磁盘分析器，轻松找到大文件，一键删除 <br />- <i class="emoji"><b>⚡️</b></i> 快速响应，支持分页和键盘导航，操作流畅 <br />- <i class="emoji"><b>🧹</b></i> 每月清理，帮你恢复大量宝贵空间 <br /><br />安装简单，支持 Homebrew 一键安装：<br /><br /><pre class="code"><code class="language-lua">brew install tw93<span class="token operator">/</span>tap<span class="token operator">/</span>mole</code></pre><br /><br />运行命令也非常直观：<br /><br /><pre class="code"><code class="language-lua">mole clean <span class="token operator">#</span> 一键清理 mole analyze <span class="token operator">#</span> 磁盘空间分析 mole uninstall <span class="token operator">#</span> 卸载应用及残留 mole clean <span class="token comment">--dry-run # 预览清理内容，安全第一</span></code></pre></div>http://telegram.zhetengsha.eu.org/posts/3888http://telegram.zhetengsha.eu.org/posts/3888Sat, 20 Sep 2025 01:04:11 GMT<u>Activepieces: 开源的 AI 自动化工作流平台</u><br /><br />• 开源 AI 工作流与 Agent 平台，用 Typescript 写的 pieces 模块化系统<br /><br />• 已有 200+ 第三方集成（pieces）相对 n8n 等更易上手<br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6329896824882597500.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://github.com/activepieces/activepieces" target="_blank" rel="noopener" title="activepieces/activepieces">activepieces/activepieces</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="频道资源合集">频道资源合集</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="恰饭推荐">恰饭推荐</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><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=%23GitHub" title="#GitHub">#GitHub</a> <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%B7%A5%E4%BD%9C%E6%B5%81" title="#工作流">#工作流</a><a class="tgme_widget_message_link_preview" href="https://github.com/activepieces/activepieces" target="_blank" rel="noopener" title="AI Agents &amp; MCPs &amp; AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows &amp; AI Agents • MCPs for AI Agents - activepie..."> <div class="link_preview_site_name accent_color">GitHub</div> <img class="link_preview_image" alt="GitHub - activepieces/activepieces: AI Agents &amp; MCPs &amp; AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation…" src="/static/https://cdn4.telesco.pe/file/d1WL1IQfImSeM4yvdRuj0zEX0_FD80o84JobFIxCR8ejHkfh2XeytWG1Xtyy9brAA0D8i9NCFQnXuJPHvPeGaH6F7DDYpDB9kJp1Zd6eu3Vmm_HazvnoYPdizq8Uy-dvHahQCvTJyXWvnodcK1BvhPxRQNlgsma2qFqAR5ADWzhU7Cj7ePGf4kyvftj6oPT4nA3YVMYaHK89AI4Wontt8DmFPAu24ISXSBUgRiVP7NPgJGo2zUuo9Ex9EZCHF-TUUXtQoSI7q1fwLyPgqX3-uzT8n5HJEQ_nFKjVr3fa_-yLS8Q4DcMTSCziClxYKT7x3POfWBkO9eHoRSAH1BhuSw.jpg" width="1200" height="630" loading="eager" /> <div class="link_preview_title">GitHub - activepieces/activepieces: AI Agents &amp; MCPs &amp; AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation…</div> <div class="link_preview_description">AI Agents &amp; MCPs &amp; AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows &amp; AI Agents • MCPs for AI Agents - activepie...</div> </a>http://telegram.zhetengsha.eu.org/posts/3713http://telegram.zhetengsha.eu.org/posts/3713Tue, 19 Aug 2025 01:04:04 GMT<div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-3713-0" popovertargetaction="show" aria-label="Open image preview: Keyboard Cowboy 3: macOS 自动化工作流有点东西 但是好像不如 Keyboard Maestro zenangst/KeyboardCowboy 频道资源合集 恰饭推荐 群组 #Mac #macOS #快捷键 #自动化 #工作流 #GitHub"> <img src="/static/https://cdn5.telesco.pe/file/TGGGtOGbfvyWfr3yrhGc3h4Dz1hDMBf8G8OciKk860Ivw3X9GlOkPAqxl1lbAPMUXuDk1bV0pJAKoZY4AB5BtyIMx4YMLKlR5-3NyJvYFRKE8kM_skQumsfbIL_Uvo6ZZcjG4CfmCjJ-s62aO4eIdKglcHkJRjoEEkDXJr5wuizbzKAwNshsU6avcSQteSH1Q7bRztz4udqlHjBOq0MO_JaxTO2mebvXvH_2t9g0H8S6lUt5WpF619tyNWS4QmQMrXptGFmFHcY3vLPd3k0njFESKytYRSN2gpKkY3S4lroHv5mggs-6MLbNDchvKbHPAnrjfyWyCYgbHwOSbBz8Yw.jpg" alt="Keyboard Cowboy 3: macOS 自动化工作流有点东西 但是好像不如 Keyboard Maestro zenangst/KeyboardCowboy 频道资源合集 恰饭推荐 群组 #Mac #macOS #快捷键 #自动化 #工作流 #GitHub" width="800" height="520" loading="eager" /> </button> <div class="modal" id="modal-3713-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-3713-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-3713-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><u>Keyboard Cowboy 3: macOS 自动化工作流</u><br /><br /><s>有点东西 但是好像不如 Keyboard Maestro</s><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6329896824882597500.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://github.com/zenangst/KeyboardCowboy" target="_blank" rel="noopener" title="zenangst/KeyboardCowboy">zenangst/KeyboardCowboy</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="频道资源合集">频道资源合集</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="恰饭推荐">恰饭推荐</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><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=%23Mac" title="#Mac">#Mac</a> <a href="/search/result?q=%23macOS" title="#macOS">#macOS</a> <a href="/search/result?q=%23%E5%BF%AB%E6%8D%B7%E9%94%AE" title="#快捷键">#快捷键</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%B7%A5%E4%BD%9C%E6%B5%81" title="#工作流">#工作流</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>http://telegram.zhetengsha.eu.org/posts/3689http://telegram.zhetengsha.eu.org/posts/3689Fri, 15 Aug 2025 01:03:08 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/piracy6/28404" target="_blank" rel="noopener"><span>黑洞资源笔记</span></a></div><div class="image-list-container image-list-odd"> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-3689-0" popovertargetaction="show" aria-label="Open image preview: 卡卡字幕助手：一款功能强大的视频字幕配制软件，支持国内外主流视频平台（B站、Youtube等）"> <img src="/static/https://cdn5.telesco.pe/file/X3FsGMeaa7Ved38n754NIdDKDBV7oCaVKDh044HYmcU6NEKvlN3Ldsc1-RZ9B7QSFbfEWsy17S_5qaQ3ANb_XF0ic2vyuRrMAgwFrn70AQ4uUhO94gtSOxWMIzOMy1v-wTGvP_imBVyxLN69DoOoZud4uUfVRvKTgPvPts3t5EMV5PWxjVjl-MrrL1N9KJ2kENwCfWE9A-dxuihJR_RD_HwsZUVQ94vggNztfxaUYQ6o0mcFU_kLXjjF7scHfvdun550ZehGM8awAQlIzDvWRybqJOsG2UauXxFd2nJ4EWBgdemjBlfviiUg2i1Vz3BpsOyAzBPU5YpLuCnJN9VpPw.jpg" alt="卡卡字幕助手：一款功能强大的视频字幕配制软件，支持国内外主流视频平台（B站、Youtube等）" width="453" height="344" loading="eager" /> </button> <div class="modal" id="modal-3689-0" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-3689-0" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-3689-0" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-3689-1" popovertargetaction="show" aria-label="Open image preview: 卡卡字幕助手：一款功能强大的视频字幕配制软件，支持国内外主流视频平台（B站、Youtube等）"> <img src="/static/https://cdn5.telesco.pe/file/rPCRnk1u6KvkKqjGQVWlIz-m4dlwvWsGzh8TUZMUerxjjCfE53BbbAW8fTrkzQoNgvG_AxCKOo0yU0-f4TLsPYdqyFUvslf1NPiPIg1Vci3xO37cLMAZ2gauv7Ekb3lafVFDg725Nd3KOFWPztH-TbiYJBn1msoh5kVB18qZhcCiphZukJIzkDYBehO9vgoIhRGG9az128cKUmdqDDTzf6S23bA2zwfYwMItKhpml7WjTQDDBSBMZJSMyfv3uPSacmvqOVP6D4DiVGgn6hfwXfX3_MINeFSE_e_JEWgOsbGsbADpRixW7KEFwrhZ10nv2cgF6DtEdtz86ARJ9d5SFw.jpg" alt="卡卡字幕助手：一款功能强大的视频字幕配制软件，支持国内外主流视频平台（B站、Youtube等）" width="225" height="90" loading="eager" /> </button> <div class="modal" id="modal-3689-1" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-3689-1" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-3689-1" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> <button type="button" class="image-preview-button image-preview-wrap" popovertarget="modal-3689-2" popovertargetaction="show" aria-label="Open image preview: 卡卡字幕助手：一款功能强大的视频字幕配制软件，支持国内外主流视频平台（B站、Youtube等）"> <img src="/static/https://cdn5.telesco.pe/file/f8SihByK-mFIuc-jJDAXr0EJrNpo_ZX9PIWZq3ar3L_XSmJsH4sUGR0rRUmGRjaVZ5KN2yi4ty6d6MBg5qdEmUdIk6b9_07MsbOuYk1UO9WIYTnve-Y9i1d7wJZ7hNJe9x-EiV7ri_AmK7_kX_JyqUyQ6aKz1nAgYnlyoFaNcp7bEHhKLRGURMMHRdMMjshTgoOHZGpCr71Y0SHhnyvnq2ms7ZGF8NN3gqtV9_LXjj42v3h0K1ibhvxSOKye5VXWXZ8LhOJZEqQ3Uf5NnZUMj2m-CnzMhE8Tvp3Ef8QtKPW9p4XlrUFzYHXGHasAvhLEhgdEeYdapvQFlVsEn8uwYQ.jpg" alt="卡卡字幕助手：一款功能强大的视频字幕配制软件，支持国内外主流视频平台（B站、Youtube等）" width="226" height="90" loading="eager" /> </button> <div class="modal" id="modal-3689-2" popover="auto" aria-label="Image preview"> <button type="button" class="modal__backdrop" popovertarget="modal-3689-2" popovertargetaction="hide" aria-label="Close image preview"></button> <button type="button" class="modal__close" popovertarget="modal-3689-2" popovertargetaction="hide" aria-label="Close image preview">×</button> <div class="modal__surface"> </div> </div> </div><div class="tgme_widget_message_text js-message_text">卡卡字幕助手：一款功能强大的视频字幕配制软件，支持国内外主流视频平台（B站、Youtube等）。本身自带了 B接口 和 J接口，也可以自行下载用 Whisper 模型。自动优化专业术语、代码片段和数学公式格式，可以配置主流大语言模型，自带一个 gpt-4o-mini，也可以调用主流 API，支持标准 OpenAI API 格式（兼容通义千问、DeepSeek、智谱等）。可以自定义字幕样式，可选中英文字幕的混合排版。<br /><br />另外作者还有一个叫 <a href="https://github.com/WEIFENG2333/SubtitleSpliter" target="_blank" rel="noopener" title="SubtitleSpliter">SubtitleSpliter</a> 的项目，用来处理和优化字幕文件（SRT格式）的拆分与合并显示。<br /><br /><a href="https://github.com/WEIFENG2333/VideoCaptioner" target="_blank" rel="noopener" title="VideoCaptioner">VideoCaptioner</a>| <a href="/search/result?q=%23%E5%B7%A5%E5%85%B7" title="#工具">#工具</a></div>http://telegram.zhetengsha.eu.org/posts/2032http://telegram.zhetengsha.eu.org/posts/2032Sun, 08 Dec 2024 04:02:05 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/nezhanews/9" target="_blank" rel="noopener"><span>哪吒监控公告板</span></a> (<span class="tgme_widget_message_forwarded_from_author">白歌<i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09FA684.png')"><b>🦄</b></i> 共穷国际大中华区总裁</span>)</div><a href="http://t.me/swkisgod" target="_blank" rel="noopener" title="UUb">UUb</a>大佬分享了一个非常实用的哪吒小工具，可以可视化生成哪吒告警设置中的JSON规则，用来生成CPU、内存等监控报警规则非常好用<br /> <a href="https://nz.sina.us.kg/" target="_blank" rel="noopener" title="https://nz.sina.us.kg/">https://nz.sina.us.kg/</a><br /><br />对于流量循环监控规则的生成，另一个项目——<a href="https://github.com/WizisCool/Nezha-Traffic-Alarm-Generator" target="_blank" rel="noopener" title="哪吒监控流量警告规则生成器">哪吒监控流量警告规则生成器</a>也非常好使<br /> <a href="https://wiziscool.github.io/Nezha-Traffic-Alarm-Generator/" target="_blank" rel="noopener" title="https://wiziscool.github.io/Nezha-Traffic-Alarm-Generator/">https://wiziscool.github.io/Nezha-Traffic-Alarm-Generator/</a><br /><br />非常感谢这些小工具的作者<i class="emoji"><b>🥳</b></i><i class="emoji"><b>🥳</b></i><br /><br /><a href="/search/result?q=%23%E7%A4%BE%E5%8C%BA%E9%A1%B9%E7%9B%AE" title="#社区项目">#社区项目</a> <a href="/search/result?q=%23%E5%B7%A5%E5%85%B7" title="#工具">#工具</a><a class="tgme_widget_message_link_preview" href="http://t.me/swkisgod" target="_blank" rel="noopener" title="SWK is GOD.?"> <i class="link_preview_right_image" style="background-image:url('https://cdn5.telesco.pe/file/ud7PVd6hTq-ZGpohetByIEMHTV_SlwViGiMJYi6c-i3W5RpuennsmW_QdZbbwG2yFAmOai3YEnEJgbVHNnwIKrg8ePQC_H3IHt2CdDDcYJFHMq9yjpXi9C8eYzB0_s4vg2ZRhfELPzLvQu-iK0N9zk6Kv_KWze3BzIfSGdkPousUxPjzo63P_S9qKc0Qr-98AB6jXYWJWWr0kRgv8zhKHVMAu26w_mTon7TZ1-ASUN2s_LjYrN-P7AXC49wxPCBM9Y_AyItaC5taGIBGfdOmxEOYmiHj4uB2TwEFAhmFf02BYqv3VLW_1tW3D5HNVWlT--byod01DVBuKtUxqlRKKA.jpg')"></i> <div class="link_preview_site_name accent_color">Telegram</div> <div class="link_preview_title">UUb</div> <div class="link_preview_description">SWK is GOD.?</div> </a>