<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet href="/rss.xsl" type="text/xsl"?><rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Python | 折腾啥</title><description>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:62307599601855488</description><link>http://telegram.zhetengsha.eu.org</link><item><title>抖音下载器 V2.0: 面向实用场景的抖音内容批量下载工具• 支持视频、图文、合集、音乐、收藏夹、作者主页等多种内容下载，提供无水印优先、最高码率选择与批量下载能力• 内置 SQLite 去重、增量下载、浏览器兜底、下载完整性校验、失败重试等机制，提升大规模下载稳定性• 集成直播录制、评论采集、视频转写、REST API、Docker 部署与 Telegram / Webhook 通知，适合自动化采集与开发集成</title><link>http://telegram.zhetengsha.eu.org/posts/6474</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/6474</guid><pubDate>Mon, 20 Jul 2026 10:00:36 GMT</pubDate><content:encoded>&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
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        &lt;img src=&quot;/static/https://cdn5.telesco.pe/file/uzS3vd1R2t24BzNYSAwmwADrhdVby8Vcrvz6NID55u1lkgGx7sWmQ4Mx5B_xOSE-7rfHwcVFu9qsR9DjNEn5BcPLD-QF1iA6eh2O693hJQSz96_RRTSwfIleajYeWEsTclzNg0k5i4Zup3uj_VyF2nB9fSQHM9obHOlHwweQ6NMGbjDuR-_1WUhJKzQ2o0xXzOqlnnKkk8AIz0bTxGKrVRm_MkEi_kXe3LyVe3kut-mQNeoJ0gBHbBvQSch3ekvMOEdQtkLqckFhuy4myi3tXcvYDxmZ7CowXC4dnoauySrNbb82j5s0wG2xZOYvne2Dl64em7vlapHVdhvAqo7ZwQ.jpg&quot; alt=&quot;抖音下载器 V2.0: 面向实用场景的抖音内容批量下载工具• 支持视频、图文、合集、音乐、收藏夹、作者主页等多种内容下载，提供无水印优先、最高码率选择与批量下载能力• 内置 SQLite 去重、增量下载、浏览器兜底、下载完整性校验、失败重试等机制，提升大规模下载稳定性• 集成直播录制、评论采集、视频转写、REST API、Docker 部署与 Telegram / Webhook 通知，适合自动化采集与开发集成&quot; width=&quot;800&quot; height=&quot;523&quot; loading=&quot;lazy&quot; /&gt;
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alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;/search/result?q=%23%E5%A4%9A%E7%BD%91%E5%8D%A1%E8%81%9A%E5%90%88&quot; title=&quot;#多网卡聚合&quot;&gt;#多网卡聚合&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E4%B8%8B%E8%BD%BD%E5%8A%A0%E9%80%9F&quot; title=&quot;#下载加速&quot;&gt;#下载加速&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E7%BD%91%E7%BB%9C%E5%B7%A5%E5%85%B7&quot; title=&quot;#网络工具&quot;&gt;#网络工具&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Windows&quot; title=&quot;#Windows&quot;&gt;#Windows&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23TUN&quot; title=&quot;#TUN&quot;&gt;#TUN&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt;</content:encoded></item><item><title>Headroom: 面向 AI Agent 的本地上下文压缩层• 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• 支持 Python / TypeScript 库、代理模式、MCP Server 和主流 Coding Agent 一键接入• 本地优先运行，支持可逆压缩、跨 Agent 记忆和输出 Token 精简</title><link>http://telegram.zhetengsha.eu.org/posts/6369</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/6369</guid><pubDate>Sat, 11 Jul 2026 01:59:58 GMT</pubDate><content:encoded>&lt;video src=&quot;/static/https://cdn5.telesco.pe/file/92818437c5.mp4?token=npYPnLA4WDfL-CIy9cp01jL_Uu1tH35RuqIBUk1bhXe_VaPSVVDygltfuxgR6Cwy9S9IOZSQM9wf9xgeGQ5PePrlgCXiSUyCDQLbngO1pKpwvrrqcxSkBrE2CvqOd7l5Oa_9Y4F-iHHlIk1Tp_31VJpo3Re6xszM_MHqejM0sxviVgHnrVL02R27uHrJ0vBthGOrU4zFf4D8jyWi5DwfYd1944UzG-Tl60hpYGGA4GO1c2EXtJ92vhFs_XiQ5dZbS83D2TJfJL_dZ-EshklExFfLxbMO2xEUPTtssZPqdFBOHI_FUxLGFzDR9HropsP3dcGoYoAG5gEV-1iWO9IYZw&quot; class=&quot;tgme_widget_message_video js-message_video&quot; width=&quot;100%&quot; height=&quot;100%&quot; preload=&quot;metadata&quot; muted autoplay loop playsinline controls webkit-playsinline&gt;&lt;/video&gt;&lt;u&gt;Headroom: 面向 AI Agent 的本地上下文压缩层&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;• 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&lt;br /&gt;&lt;br /&gt;• 支持 &lt;mark class=&quot;highlight&quot;&gt;Python&lt;/mark&gt; / TypeScript 库、代理模式、MCP Server 和主流 Coding Agent 一键接入&lt;br /&gt;&lt;br /&gt;• 本地优先运行，支持可逆压缩、跨 Agent 记忆和输出 Token 精简&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/headroomlabs-ai/headroom&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/headroomlabs-ai/headroom&quot;&gt;https://github.com/headroomlabs-ai/headroom&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AI%E4%BB%A3%E7%90%86&quot; title=&quot;#AI代理&quot;&gt;#AI代理&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E4%B8%8A%E4%B8%8B%E6%96%87%E5%B7%A5%E7%A8%8B&quot; title=&quot;#上下文工程&quot;&gt;#上下文工程&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Token%E4%BC%98%E5%8C%96&quot; title=&quot;#Token优化&quot;&gt;#Token优化&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23MCP&quot; title=&quot;#MCP&quot;&gt;#MCP&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23TypeScript&quot; title=&quot;#TypeScript&quot;&gt;#TypeScript&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt;</content:encoded></item><item><title>codexcomp: OpenAI Codex CLI 的本地 Responses 代理，自动续写推理截断感谢群友 @GarlandQian321 分享的 gpt-5.5「516 降智」问题 有关 Codex 516 降智问题的局部探索  感谢群友 @suye_nyx 分享的此项目 和 gpt-5.5 Codex reasoning_token 异常集中在 516 / 1034 / 1552:从 issue #30364 的 39 万条 telemetry 到本地 1,800 jsonl 复现(局限与待验证项) • 自动检测 gpt-5.5 在 518n−2（516、1034、1552 …）推理截断，并驱动模型继续推理，输出完整结果• 保持内置 openai provider 配置，继续兼容会话分组、远程压缩与 remote-control，仅需配置 openai_base_url• 轻量本地代理，支持 Linux、macOS、Windows，提供健康检查、自启动与 PyPI 一键安装，部署成本低</title><link>http://telegram.zhetengsha.eu.org/posts/6293</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/6293</guid><pubDate>Sun, 05 Jul 2026 00:02:43 GMT</pubDate><content:encoded>&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
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        &lt;img src=&quot;/static/https://cdn5.telesco.pe/file/mCRCOJ-pF7U16_yAPLYM0kcxHq2OnZmy1BLXtFV1vLKXpy8Sp89zdkg-rJ56_gJMRNgLGta4lTb5juAfbyXzrvl2CnwDFSzUz-ZxuUY8TzEtIgnmu4SFEkkBa0-z0-stEWTz8YuIBrJPEwVJuxHJaRO5GD2bT6I_OAXcQrnoJHqTBdUQ0WFA-e-HF9XEUyFpWzduZQoB3xSKmkAc8XARue8ObPJN_Csk-6Oa1kI-WOfnAjLOrQVga19sYFaVr1s_m_bm_whkQJok2XSAnFFHLzd7BhbwWFuuoRi4Hm4ElEGPyuPDyIjmHt0sUSXrdkhe8uxrtGM8zNes_d-xdtOxtQ.jpg&quot; alt=&quot;codexcomp: OpenAI Codex CLI 的本地 Responses 代理，自动续写推理截断感谢群友 @GarlandQian321 分享的 gpt-5.5「516 降智」问题 有关 Codex 516 降智问题的局部探索  感谢群友 @suye_nyx 分享的此项目 和 gpt-5.5 Codex reasoning_token 异常集中在 516 / 1034 / 1552:从 issue #30364 的 39 万条 telemetry 到本地 1,800 jsonl 复现(局限与待验证项) • 自动检测 gpt-5.5 在 518n−2（516、1034、1552 …）推理截断，并驱动模型继续推理，输出完整结果• 保持内置 openai provider 配置，继续兼容会话分组、远程压缩与 remote-control，仅需配置 openai_base_url• 轻量本地代理，支持 Linux、macOS、Windows，提供健康检查、自启动与 PyPI 一键安装，部署成本低&quot; width=&quot;800&quot; height=&quot;172&quot; loading=&quot;lazy&quot; /&gt;
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    &lt;/div&gt;&lt;u&gt;codexcomp: OpenAI Codex CLI 的本地 Responses 代理，自动续写推理截断&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;感谢群友 &lt;a href=&quot;https://t.me/GarlandQian321&quot; target=&quot;_blank&quot; title=&quot;@GarlandQian321&quot;&gt;@GarlandQian321&lt;/a&gt; 分享的 &lt;a href=&quot;https://github.com/openai/codex/issues/30364&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;gpt-5.5「516 降智」问题&quot;&gt;gpt-5.5「516 降智」问题&lt;/a&gt; &lt;a href=&quot;https://linux.do/t/topic/2489646&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;有关 Codex 516 降智问题的局部探索  &quot;&gt;有关 Codex 516 降智问题的局部探索  &lt;/a&gt;&lt;br /&gt;&lt;br /&gt;感谢群友 &lt;a href=&quot;https://t.me/suye_nyx&quot; target=&quot;_blank&quot; title=&quot;@suye_nyx&quot;&gt;@suye_nyx&lt;/a&gt; 分享的此项目 和 &lt;a href=&quot;https://www.cnblogs.com/ninghg/p/21131093&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;gpt-5.5 Codex reasoning_token 异常集中在 516 / 1034 / 1552:从 issue #30364 的 39 万条 telemetry 到本地 1,800 jsonl 复现(局限与待验证项) &quot;&gt;gpt-5.5 Codex reasoning_token 异常集中在 516 / 1034 / 1552:从 issue #30364 的 39 万条 telemetry 到本地 1,800 jsonl 复现(局限与待验证项) &lt;/a&gt;&lt;br /&gt;&lt;br /&gt;• 自动检测 gpt-5.5 在 518n−2（516、1034、1552 …）推理截断，并驱动模型继续推理，输出完整结果&lt;br /&gt;&lt;br /&gt;• 保持内置 openai provider 配置，继续兼容会话分组、远程压缩与 remote-control，仅需配置 &lt;code&gt;openai_base_url&lt;/code&gt;&lt;br /&gt;&lt;br /&gt;• 轻量本地代理，支持 Linux、macOS、Windows，提供健康检查、自启动与 PyPI 一键安装，部署成本低&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/dzshzx/codexcomp&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/dzshzx/codexcomp&quot;&gt;https://github.com/dzshzx/codexcomp&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23OpenAI&quot; title=&quot;#OpenAI&quot;&gt;#OpenAI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Codex&quot; title=&quot;#Codex&quot;&gt;#Codex&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E5%85%B7&quot; title=&quot;#开发工具&quot;&gt;#开发工具&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E4%BB%A3%E7%90%86%E5%B7%A5%E5%85%B7&quot; title=&quot;#代理工具&quot;&gt;#代理工具&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23CLI&quot; title=&quot;#CLI&quot;&gt;#CLI&lt;/a&gt;</content:encoded></item><item><title>WebHomeTV: 可定制的 Android 影音平台源: 网友自制分享• 支持 Python 与 JavaScript 编写的 TMDB 海报抓取与展示  • 内置网盘链接有效性检测与站点健康排序，提升播放成功率  • 通过 WebHome SDK 实现原生搜索、播放、跨域请求等全套 Native 能力  </title><link>http://telegram.zhetengsha.eu.org/posts/6224</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/6224</guid><pubDate>Sun, 28 Jun 2026 13:03:47 GMT</pubDate><content:encoded>&lt;video src=&quot;/static/https://cdn5.telesco.pe/file/b1dad098f8.mp4?token=BaH_6omZMrPobBznyBTf94MJPGLnw0ua_C6dqlS7DFudJt9A9s4EG5FZmvloTLKujDRI4dPr9TDQtuaz6Gsr4_rbfM5o7el7PymhSpWQWuE3L3S4TGVznluIOtvdzvnSiKM-m-vm5RkZw33eyBssii8kmPtS9B9I2xs6lC8UROoko0RP_YQEm0yGN6SVdHwc1_95pUZ1XlXARjiMtdzn4DvmnD4JmtNhYH3QoTa5ub7RDbxijpmdTTrXbRyC2tdV47tf85jeT5GOF3c3c2YBNCCuCLiQAzHQk2G9b8bLYwuGUisn2eulxWpglV8vvwrApm5nj2ommWBC3KYnMMMY2g&quot; class=&quot;tgme_widget_message_video js-message_video&quot; width=&quot;100%&quot; height=&quot;100%&quot; controls preload=&quot;auto&quot; playsinline webkit-playsinline&gt;&lt;/video&gt;&lt;u&gt;WebHomeTV: 可定制的 Android 影音平台&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;源: &lt;a href=&quot;https://github.com/fish2018/webhtv/issues/13&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;网友自制分享&quot;&gt;网友自制分享&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;• 支持 &lt;mark class=&quot;highlight&quot;&gt;Python&lt;/mark&gt; 与 JavaScript 编写的 TMDB 海报抓取与展示  &lt;br /&gt;&lt;br /&gt;• 内置网盘链接有效性检测与站点健康排序，提升播放成功率  &lt;br /&gt;&lt;br /&gt;• 通过 WebHome SDK 实现原生搜索、播放、跨域请求等全套 Native 能力  &lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/Silent1566/webhtv&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/Silent1566/webhtv&quot;&gt;https://github.com/Silent1566/webhtv&lt;/a&gt;  &lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;/search/result?q=%23Android&quot; title=&quot;#Android&quot;&gt;#Android&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23WebHome&quot; title=&quot;#WebHome&quot;&gt;#WebHome&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23TV&quot; title=&quot;#TV&quot;&gt;#TV&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%BC%80%E6%BA%90&quot; title=&quot;#开源&quot;&gt;#开源&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23JavaScript&quot; title=&quot;#JavaScript&quot;&gt;#JavaScript&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23TMDB&quot; title=&quot;#TMDB&quot;&gt;#TMDB&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Nostr&quot; title=&quot;#Nostr&quot;&gt;#Nostr&lt;/a&gt;</content:encoded></item><item><title>ColaMeta: 连接 ChatGPT / GPTs 和本地执行器的 AI coding workflow harness来自作者 @imricci 自荐它不是另一个 coding agent而是 GPTs 到本地开发环境之间的受控工作流层：- GPTs 负责判断、分流和任务设计- Runner 负责版本计划、范围控制、preview / apply、验证审查和 Git 闭环- 本地执行器负责真正读代码、改代码、跑测试</title><link>http://telegram.zhetengsha.eu.org/posts/6079</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/6079</guid><pubDate>Wed, 17 Jun 2026 08:42:36 GMT</pubDate><content:encoded>&lt;u&gt;ColaMeta: 连接 ChatGPT / GPTs 和本地执行器的 AI coding workflow harness&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;来自作者 &lt;a href=&quot;https://t.me/imricci&quot; target=&quot;_blank&quot; title=&quot;@imricci&quot;&gt;@imricci&lt;/a&gt; 自荐&lt;br /&gt;&lt;br /&gt;它不是另一个 coding agent&lt;br /&gt;&lt;br /&gt;而是 GPTs 到本地开发环境之间的受控工作流层：&lt;br /&gt;&lt;br /&gt;- GPTs 负责判断、分流和任务设计&lt;br /&gt;&lt;br /&gt;- Runner 负责版本计划、范围控制、preview / apply、验证审查和 Git 闭环&lt;br /&gt;&lt;br /&gt;- 本地执行器负责真正读代码、改代码、跑测试&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/riccilnl/colameta&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/riccilnl/colameta&quot;&gt;https://github.com/riccilnl/colameta&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23ChatGPT&quot; title=&quot;#ChatGPT&quot;&gt;#ChatGPT&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Git&quot; title=&quot;#Git&quot;&gt;#Git&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23WebConsole&quot; title=&quot;#WebConsole&quot;&gt;#WebConsole&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23MCP&quot; title=&quot;#MCP&quot;&gt;#MCP&lt;/a&gt;&lt;a class=&quot;tgme_widget_message_link_preview&quot; href=&quot;https://github.com/riccilnl/colameta&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;Make vibe coding feel like delegating work to an AI delivery team: GPTs leads, Codex/OpenCode implements, and ColaMeta manages versions, audits, memory, and Git closure. - riccilnl/colameta&quot;&gt;
  
  &lt;div class=&quot;link_preview_site_name accent_color&quot;&gt;GitHub&lt;/div&gt;
  &lt;img class=&quot;link_preview_image&quot; alt=&quot;GitHub - riccilnl/colameta: Make vibe coding feel like delegating work to an AI delivery team: GPTs leads, Codex/OpenCode implements…&quot; src=&quot;/static/https://cdn4.telesco.pe/file/H91-xUWTk3KQ7uZMxdTJO7JkeEjMnCMbq5RRPRsh712pxVFUuZhkFh8r3G6crNBR6un-oJGg-yRcZJDz83BNThw4kc5lnoiMHan0PMHtkcst0VLCIe2b8JqmUASCTHgG3h-Ythax9kjTakUuuATsKbclTJ9YHmh2lJagRG-lz6all6BiXt43ej8JhecIuGXXne0Fe3fg4Q6kr7ghCSAQP1oiYZqnlhC_6FRLDk2i2_6G5AnKF9K26s0otMfD_4y_rBpMku3txjxtk877kZEou6XVs4xboLCxpOdkInAPd3Nep3lJTSFNcbHcp20S17jO3Jy_48r9MRuagoRfA4w-Gw.jpg&quot; width=&quot;1200&quot; height=&quot;630&quot; loading=&quot;eager&quot; /&gt;
  &lt;div class=&quot;link_preview_title&quot;&gt;GitHub - riccilnl/colameta: Make vibe coding feel like delegating work to an AI delivery team: GPTs leads, Codex/OpenCode implements…&lt;/div&gt;
  &lt;div class=&quot;link_preview_description&quot;&gt;Make vibe coding feel like delegating work to an AI delivery team: GPTs leads, Codex/OpenCode implements, and ColaMeta manages versions, audits, memory, and Git closure. - riccilnl/colameta&lt;/div&gt;
&lt;/a&gt;</content:encoded></item><item><title>Ponytail: AI 代码懒人助理，写最少代码实现最大功能感谢群友 @notehahaha 的分享• 自动化代码精简，减少 80‑94% 行数，提升开发效率  • 多平台插件支持 Claude Code、Codex、Gemini 等，快速集成  • 可配置强度模式（lite、full、ultra），灵活控制代码生成深度  </title><link>http://telegram.zhetengsha.eu.org/posts/6075</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/6075</guid><pubDate>Wed, 17 Jun 2026 04:58:11 GMT</pubDate><content:encoded>&lt;u&gt;Ponytail: AI 代码懒人助理，写最少代码实现最大功能&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;感谢群友 &lt;a href=&quot;https://t.me/notehahaha&quot; target=&quot;_blank&quot; title=&quot;@notehahaha&quot;&gt;@notehahaha&lt;/a&gt; 的分享&lt;br /&gt;&lt;br /&gt;• 自动化代码精简，减少 80‑94% 行数，提升开发效率  &lt;br /&gt;&lt;br /&gt;• 多平台插件支持 Claude Code、Codex、Gemini 等，快速集成  &lt;br /&gt;&lt;br /&gt;• 可配置强度模式（lite、full、ultra），灵活控制代码生成深度  &lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/DietrichGebert/ponytail&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/DietrichGebert/ponytail&quot;&gt;https://github.com/DietrichGebert/ponytail&lt;/a&gt;  &lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23JavaScript&quot; title=&quot;#JavaScript&quot;&gt;#JavaScript&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Claude&quot; title=&quot;#Claude&quot;&gt;#Claude&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Codex&quot; title=&quot;#Codex&quot;&gt;#Codex&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Gemini&quot; title=&quot;#Gemini&quot;&gt;#Gemini&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23OpenSource&quot; title=&quot;#OpenSource&quot;&gt;#OpenSource&lt;/a&gt;&lt;a class=&quot;tgme_widget_message_link_preview&quot; href=&quot;https://github.com/DietrichGebert/ponytail&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. - DietrichGebert/ponytail&quot;&gt;
  
  &lt;div class=&quot;link_preview_site_name accent_color&quot;&gt;GitHub&lt;/div&gt;
  &lt;img class=&quot;link_preview_image&quot; alt=&quot;GitHub - DietrichGebert/ponytail: Makes your AI agent think like the laziest senior dev in the room. The best code is the code…&quot; src=&quot;/static/https://cdn4.telesco.pe/file/My1QS-IOUrJRefCapnxWWVSvdF76STqVVMA7_sPCve-6QUE9WO3urvcMUZKOs9hMcbGGACfk1nGfGP_o9P8uCnUw824Y2U9y7MFkFHJldCjJ1nhhdzaCaM5cb9YBgipN8kSkCiIk--lH4j2Pm9B6vtVRRrB1QbJy13DsuIAGERaHXsuffBkkN9H8m8y7uzaBSHSMB9EXxmxgO0gZc1a2ZknPR8QZyNZrc46j50_wuLl2pjn0b428soTGJNoTVuRMD7eTVLpKAmjb_Bw6XoRzO0ZFDmx0Vv7F5m2gIgavlWqt4WiBQA-Nq43Joe9z0RZ0xkjEVNUfjBdh8YYDrAHwvQ.jpg&quot; width=&quot;1200&quot; height=&quot;630&quot; loading=&quot;eager&quot; /&gt;
  &lt;div class=&quot;link_preview_title&quot;&gt;GitHub - DietrichGebert/ponytail: Makes your AI agent think like the laziest senior dev in the room. The best code is the code…&lt;/div&gt;
  &lt;div class=&quot;link_preview_description&quot;&gt;Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. - DietrichGebert/ponytail&lt;/div&gt;
&lt;/a&gt;</content:encoded></item><item><title>baiduchat2api: 将百度文心助手封装为 OpenAI 兼容 API• 逆向 chat.baidu.com 主聊天接口，支持 SSE 流式响应与本地 API 服务• 提供 baidu-smart、baidu-deepseek、baidu-ds-v4 等模型映射，兼容 OpenAI Chat Completions 调用• 支持深度思考内容解析与 OpenAI 风格工具调用返回</title><link>http://telegram.zhetengsha.eu.org/posts/6016</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/6016</guid><pubDate>Sat, 13 Jun 2026 04:30:00 GMT</pubDate><content:encoded>&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
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        &lt;img src=&quot;/static/https://cdn5.telesco.pe/file/lvKkG3iKLEIG6hRzjPkV2QlaXq8JoZ-5bo3AENqpRrEXX40lbww1rpsNvySi5jJaQGGHmjjpEH_uDdyKalXGc90sViQjY3-1t_Nv9gDipdiF-uD2-ycR1NNCXyRo1EeTZfMZ0pb6cmtEQ9DJOKD-Cx6phQn31rcsOQS4Z-IhxrtWBgIHo52su-dt_D-dneW22IgEOc0TIK6M1CT-nWB3_QZKVJYVu7PxUbuDYekjBKzv7aPwT6HFq3eMTGcLSEOUO769KB-vSzLdKRhKuGW5X7jeooeJUuqqixLd1AhBodHUqznQl29Q7j-uVMillRKAPbC9Yr3WgReHojn57yT4pw.jpg&quot; alt=&quot;baiduchat2api: 将百度文心助手封装为 OpenAI 兼容 API• 逆向 chat.baidu.com 主聊天接口，支持 SSE 流式响应与本地 API 服务• 提供 baidu-smart、baidu-deepseek、baidu-ds-v4 等模型映射，兼容 OpenAI Chat Completions 调用• 支持深度思考内容解析与 OpenAI 风格工具调用返回&quot; width=&quot;800&quot; height=&quot;339&quot; loading=&quot;eager&quot; /&gt;
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    &lt;/div&gt;&lt;u&gt;baiduchat2api: 将百度文心助手封装为 OpenAI 兼容 API&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;• 逆向 &lt;a href=&quot;http://chat.baidu.com/&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;chat.baidu.com&quot;&gt;chat.baidu.com&lt;/a&gt; 主聊天接口，支持 SSE 流式响应与本地 API 服务&lt;br /&gt;&lt;br /&gt;• 提供 baidu-smart、baidu-deepseek、baidu-ds-v4 等模型映射，兼容 OpenAI Chat Completions 调用&lt;br /&gt;&lt;br /&gt;• 支持深度思考内容解析与 OpenAI 风格工具调用返回&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/XxxXTeam/baiduchat2api&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/XxxXTeam/baiduchat2api&quot;&gt;https://github.com/XxxXTeam/baiduchat2api&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;/search/result?q=%23%E7%99%BE%E5%BA%A6%E6%96%87%E5%BF%83&quot; title=&quot;#百度文心&quot;&gt;#百度文心&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23OpenAI&quot; title=&quot;#OpenAI&quot;&gt;#OpenAI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23API&quot; title=&quot;#API&quot;&gt;#API&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23DeepSeek&quot; title=&quot;#DeepSeek&quot;&gt;#DeepSeek&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt;</content:encoded></item><item><title>gemini-web2api: 将 Google Gemini 网页端转为 OpenAI 兼容 API  • 零认证免密，支持可选 API Key 校验    • 完整 Function Calling 与流式 SSE 输出，兼容 OpenAI 与 Gemini CLI  • 多模型与思考深度调节，内置联网搜索，跨平台纯 Python 实现  </title><link>http://telegram.zhetengsha.eu.org/posts/5853</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5853</guid><pubDate>Tue, 02 Jun 2026 02:02:41 GMT</pubDate><content:encoded>&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
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        &lt;img src=&quot;/static/https://cdn5.telesco.pe/file/tyKYbnyqymVUdew2v5ejnUSDAvk3X_aqfu2MoFdyeYWfC1jNBW4-6rvgVva411FX9lDiU51JwsKNXrfd8HpYd1jePS0HVieuwn_cjwdxdKS3BBWD2YhEtjZDQsZBVtzoYCX6fk1Eq54KH9vGqacecjLE_hLe0bwqwEIJfrI-HaW8vGchNcH6bQ25uCfZL18RJxyt_Kt5CzG6bIpahsv-bJ6mrZdEvek1z3W9JtIpxZHof-8EDgpF_5MbWkk_wLEW3HUckwsMITAvY7NmX2pXWnol5NXh8rNRVU3hXLap-KZdCyOIZj12C-CQlQGknlz-C3P8zI4R9RQ_2mbkDpL8_w.jpg&quot; alt=&quot;gemini-web2api: 将 Google Gemini 网页端转为 OpenAI 兼容 API  • 零认证免密，支持可选 API Key 校验    • 完整 Function Calling 与流式 SSE 输出，兼容 OpenAI 与 Gemini CLI  • 多模型与思考深度调节，内置联网搜索，跨平台纯 Python 实现  &quot; width=&quot;800&quot; height=&quot;800&quot; loading=&quot;eager&quot; /&gt;
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    &lt;/div&gt;&lt;u&gt;gemini-web2api: 将 Google Gemini 网页端转为 OpenAI 兼容 API  &lt;/u&gt;&lt;br /&gt;&lt;br /&gt;• 零认证免密，支持可选 API Key 校验    &lt;br /&gt;&lt;br /&gt;• 完整 Function Calling 与流式 SSE 输出，兼容 OpenAI 与 Gemini CLI  &lt;br /&gt;&lt;br /&gt;• 多模型与思考深度调节，内置联网搜索，跨平台纯 &lt;mark class=&quot;highlight&quot;&gt;Python&lt;/mark&gt; 实现  &lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/Sophomoresty/gemini-web2api&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/Sophomoresty/gemini-web2api&quot;&gt;https://github.com/Sophomoresty/gemini-web2api&lt;/a&gt;  &lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23OpenAI&quot; title=&quot;#OpenAI&quot;&gt;#OpenAI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Google&quot; title=&quot;#Google&quot;&gt;#Google&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Gemini&quot; title=&quot;#Gemini&quot;&gt;#Gemini&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23API&quot; title=&quot;#API&quot;&gt;#API&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23ChatGPT&quot; title=&quot;#ChatGPT&quot;&gt;#ChatGPT&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23LLM&quot; title=&quot;#LLM&quot;&gt;#LLM&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%BC%80%E6%BA%90&quot; title=&quot;#开源&quot;&gt;#开源&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E4%BB%A3%E7%90%86&quot; title=&quot;#代理&quot;&gt;#代理&lt;/a&gt;</content:encoded></item><item><title>TG-SignPulse: Telegram 多账号自动化管理面板🤖 AI 驱动：已集成 OpenAI 兼容接口，支持识图、计算题、OCR 等自动验证流程</title><link>http://telegram.zhetengsha.eu.org/posts/5699</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5699</guid><pubDate>Mon, 18 May 2026 08:22:39 GMT</pubDate><content:encoded>&lt;u&gt;TG-SignPulse: Telegram 多账号自动化管理面板&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;&lt;blockquote&gt;&lt;i class=&quot;emoji&quot;&gt;&lt;b&gt;🤖&lt;/b&gt;&lt;/i&gt; AI 驱动：已集成 OpenAI 兼容接口，支持识图、计算题、OCR 等自动验证流程。&lt;/blockquote&gt;&lt;br /&gt;&lt;br /&gt;• 支持多账号登录与代理配置，实现自动化签到、消息编排和关键词监听&lt;br /&gt;&lt;br /&gt;• 提供定时/随机时间段/监听触发等多种执行模式，支持有序动作序列&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/akasls/TG-SignPulse&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/akasls/TG-SignPulse&quot;&gt;https://github.com/akasls/TG-SignPulse&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; 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&lt;a href=&quot;/search/result?q=%23Docker&quot; title=&quot;#Docker&quot;&gt;#Docker&lt;/a&gt;&lt;a class=&quot;tgme_widget_message_link_preview&quot; href=&quot;https://github.com/akasls/TG-SignPulse&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;AI Programming Discussion. Contribute to akasls/TG-SignPulse development by creating an account on GitHub.&quot;&gt;
  
  &lt;div class=&quot;link_preview_site_name accent_color&quot;&gt;GitHub&lt;/div&gt;
  &lt;img class=&quot;link_preview_image&quot; alt=&quot;GitHub - akasls/TG-SignPulse: AI Programming Discussion&quot; src=&quot;/static/https://cdn4.telesco.pe/file/nPkEZc3AuvtwNC1Q8_aTiAscvfPIA7P62eHTzYsRmedlTnhA0SmPqglBHDP88OHJjDfcjVFJYHLUNbjQPO8ni9uqqhIhgNPITxslMFiqQWinU2Y8SeaJtaZmHypthhT2SqIe_VS3F-Lho81X6ReZP3qk1mleTZ7fuV0ulYx9mE29GQl1KdNEvCR7LMzRRyZKwNDaWTj-n2bJLaI62xyjXbgmTTwC1Q8HIj70DBTUPDf1xzcTKM59k9J3le38xQIjvKqDcI2LjgTCdY5wnslxQuoDcxLrl6nk9isvy_FMEE-GZV88P712xLU8py28WUah78ZIAJrCSdw4crCrZ9u5Wg.jpg&quot; width=&quot;1200&quot; height=&quot;630&quot; loading=&quot;eager&quot; /&gt;
  &lt;div class=&quot;link_preview_title&quot;&gt;GitHub - akasls/TG-SignPulse: AI Programming Discussion&lt;/div&gt;
  &lt;div class=&quot;link_preview_description&quot;&gt;AI Programming Discussion. Contribute to akasls/TG-SignPulse development by creating an account on GitHub.&lt;/div&gt;
&lt;/a&gt;</content:encoded></item><item><title>Codex++: 面向 Codex App 的外部增强启动器- 支持删除会话- API 模式下支持使用插件它不修改 Codex App 原始安装文件，而是通过外部 launcher 启动 Codex，并使用 Chromium DevTools Protocol 向渲染进程注入增强脚本</title><link>http://telegram.zhetengsha.eu.org/posts/5627</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5627</guid><pubDate>Tue, 12 May 2026 08:06:34 GMT</pubDate><content:encoded>&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
      &lt;button type=&quot;button&quot; class=&quot;image-preview-button image-preview-wrap&quot; popovertarget=&quot;modal-5627-0&quot; popovertargetaction=&quot;show&quot; aria-label=&quot;Open image preview: Codex++: 面向 Codex App 的外部增强启动器- 支持删除会话- API 模式下支持使用插件它不修改 Codex App 原始安装文件，而是通过外部 launcher 启动 Codex，并使用 Chromium DevTools Protocol 向渲染进程注入增强脚本&quot;&gt;
        &lt;img src=&quot;/static/https://cdn5.telesco.pe/file/e4vrwtetm5KXvXmQZbbr5AWm9R_d1T3OPah5GkiGYacxXwZMfC2TXa3kNmhXxcEc7c4XMRPkU-LZyZ5eSW6xYnkaSnlXZ2NK_6vFotwzeYN_RjwqxKywjKDJ0KfHrLLDFLWAo2TD3NTqyP4-LUicI9AtOqp1cZNgjk3byiQwbhqB9-rYRwyep3FzvClpkF2pnUiUnZhcbJjpyYSam259kQOJnCUI0qMaU00g_euHvjjp1gQBuTqb0CoIAr8aAUQ0XavWVauH6iojOZDHiK3Zu42DqKvo6VVs3ou4ODfV-1-hGgxOX8scfATJEGMTsEG1casW6-javQPQr6NEejcE3Q.jpg&quot; alt=&quot;Codex++: 面向 Codex App 的外部增强启动器- 支持删除会话- API 模式下支持使用插件它不修改 Codex App 原始安装文件，而是通过外部 launcher 启动 Codex，并使用 Chromium DevTools Protocol 向渲染进程注入增强脚本&quot; width=&quot;800&quot; height=&quot;391&quot; loading=&quot;eager&quot; /&gt;
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    &lt;/div&gt;&lt;u&gt;Codex++: 面向 Codex App 的外部增强启动器&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;- 支持删除会话&lt;br /&gt;&lt;br /&gt;- API 模式下支持使用插件&lt;br /&gt;&lt;br /&gt;&lt;blockquote&gt;它不修改 Codex App 原始安装文件，而是通过外部 launcher 启动 Codex，并使用 Chromium DevTools Protocol 向渲染进程注入增强脚本。&lt;/blockquote&gt;&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/BigPizzaV3/CodexPlusPlus&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/BigPizzaV3/CodexPlusPlus&quot;&gt;https://github.com/BigPizzaV3/CodexPlusPlus&lt;/a&gt;  &lt;br /&gt;&lt;br /&gt;注意这个不是 &lt;a href=&quot;https://github.com/b-nnett/codex-plusplus&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/b-nnett/codex-plusplus&quot;&gt;https://github.com/b-nnett/codex-plusplus&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6082120054202175986.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;/search/result?q=%23Codex&quot; title=&quot;#Codex&quot;&gt;#Codex&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Windows&quot; title=&quot;#Windows&quot;&gt;#Windows&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23macOS&quot; title=&quot;#macOS&quot;&gt;#macOS&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt;</content:encoded></item><item><title>keep-codex-fast: 面向重度 Codex 用户的本地状态维护与归档工具• 默认以报告模式检查会话、日志、worktree 和进程占用，帮助你快速看清本地状态• 支持在归档前生成 handoff 文档和 reactivation prompt，方便把旧会话转换成可持续接力的上下文• 提供备份优先的维护流程，可归档旧聊天、整理 stale worktree、轮转大日志并清理失效项目引用</title><link>http://telegram.zhetengsha.eu.org/posts/5583</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5583</guid><pubDate>Fri, 08 May 2026 04:02:58 GMT</pubDate><content:encoded>&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
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        &lt;img src=&quot;/static/https://cdn5.telesco.pe/file/Gf7xgQsN79VafjhKQmvIUwIt8iGtdminPeZOmGTnPteTrDLzCFZmqvkv8ZyTfFXdyyWctkEMhQgXutVX_0WQdPScyYP_o483zQqmc-XtF2r4n8DxhWjbwVTVjhgFZrUrbLK7hlo_2pBRJj9coJxGAfz8qVWViXWommmHHs8KC6LPqrnNwZlRQFD3ai9CvSdCXL-p7CrV49oXC7g3WDGiPldtokMITRwVcluX7tNw2Rsz7CTwKIv70iAosqpaec5FkuDrL33iRMRlfTHS0rNtyt-3i6XMkI8mkkW3F_Po-oCxMxM0P9kr9b5s7vU5ssnMECU6UeVOgzAKMRtTR4dJ8Q.jpg&quot; alt=&quot;keep-codex-fast: 面向重度 Codex 用户的本地状态维护与归档工具• 默认以报告模式检查会话、日志、worktree 和进程占用，帮助你快速看清本地状态• 支持在归档前生成 handoff 文档和 reactivation prompt，方便把旧会话转换成可持续接力的上下文• 提供备份优先的维护流程，可归档旧聊天、整理 stale worktree、轮转大日志并清理失效项目引用&quot; width=&quot;800&quot; height=&quot;533&quot; loading=&quot;eager&quot; /&gt;
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        &lt;/div&gt;
      &lt;/div&gt;
    &lt;/div&gt;&lt;u&gt;keep-codex-fast: 面向重度 Codex 用户的本地状态维护与归档工具&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;• 默认以报告模式检查会话、日志、worktree 和进程占用，帮助你快速看清本地状态&lt;br /&gt;&lt;br /&gt;• 支持在归档前生成 handoff 文档和 reactivation prompt，方便把旧会话转换成可持续接力的上下文&lt;br /&gt;&lt;br /&gt;• 提供备份优先的维护流程，可归档旧聊天、整理 stale worktree、轮转大日志并清理失效项目引用&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/vibeforge1111/keep-codex-fast&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/vibeforge1111/keep-codex-fast&quot;&gt;https://github.com/vibeforge1111/keep-codex-fast&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;/search/result?q=%23Codex&quot; title=&quot;#Codex&quot;&gt;#Codex&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%BC%80%E5%8F%91%E6%95%88%E7%8E%87&quot; title=&quot;#开发效率&quot;&gt;#开发效率&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E6%9C%AC%E5%9C%B0%E7%8A%B6%E6%80%81%E7%AE%A1%E7%90%86&quot; title=&quot;#本地状态管理&quot;&gt;#本地状态管理&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E4%BC%9A%E8%AF%9D%E5%BD%92%E6%A1%A3&quot; title=&quot;#会话归档&quot;&gt;#会话归档&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt;</content:encoded></item><item><title>更新: SDD-RIPER-ONE 简单使用感受感觉好像不如 Compound Engineering 的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▎Codex App 中使用 SDD-RIPER 的最佳实践</title><link>http://telegram.zhetengsha.eu.org/posts/5479</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5479</guid><pubDate>Sat, 25 Apr 2026 08:55:05 GMT</pubDate><content:encoded>&lt;a class=&quot;tgme_widget_message_reply user-color-4 js-message_emoji_bg&quot; href=&quot;/posts/5456&quot;&gt;&lt;blockquote&gt;&lt;small&gt;&lt;i class=&quot;tgme_widget_message_reply_thumb&quot; style=&quot;background-image:url(&apos;https://cdn5.telesco.pe/file/MIrrsHS5PiC2Ak0e-kHd3Y8GPKW5lRTSViuZlyGSeqZ9usIHVuykULOjjcM9Xkjj5Zj4rLA7Ky2oFKo_-GvyWgSgsLTU-vG5x_BBUVSloh77D0yjKu-4MUJJ7Kt4aouoLSRyaZt3IZ6We-EJKCk0IiRcpP0f7RJi7h5zlnHkyEfnymsdgqqbyAH5dqzUh7j7bWSjWrUbTr9IX08sb9FURaYNETZq-cp0wTrg0JffEgtDzK6ytHIITZQvayl-MIqCYjxJfnFjExILeVUF4ZP36keOPMEWbSEUASc2WhRFK9T8mfiPMrOWkg74QjAOB8IZ9rTN4nknXIgTNof7ba0Opg.jpg&apos;)&quot;&gt;&lt;/i&gt;
&lt;div class=&quot;tgme_widget_message_author accent_color&quot;&gt;
  &lt;span class=&quot;tgme_widget_message_author_name&quot;&gt;小一&lt;/span&gt;
&lt;/div&gt;
&lt;div class=&quot;tgme_widget_message_text js-message_reply_text&quot;&gt;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) -&amp;gt; build_context_bundle (整理需求上下文) -&amp;gt; sdd_bootstrap 这里如图说需求开始  下面是自动的   -&amp;gt; Research -&amp;gt; (Innovate, 可选) -&amp;gt; Plan -&amp;gt; Execute -&amp;gt; Review  手动 archive 归档沉淀  首次执行计划 和…&lt;/div&gt;
&lt;/small&gt;&lt;/blockquote&gt;&lt;/a&gt;&lt;u&gt;更新: SDD-RIPER-ONE 简单使用感受&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;感觉好像不如 &lt;a href=&quot;https://t.me/zhetengsha/5467&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;Compound Engineering&quot;&gt;Compound Engineering&lt;/a&gt; 的全面&lt;br /&gt;&lt;br /&gt;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&lt;br /&gt;&lt;br /&gt;▎Codex App 中使用 SDD-RIPER 的最佳实践&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/huisezhiyin/sdd-riper/issues/4&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/huisezhiyin/sdd-riper/issues/4&quot;&gt;https://github.com/huisezhiyin/sdd-riper/issues/4&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327684955379862886.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/5456&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;原消息&quot;&gt;原消息&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327711622831803904.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/207&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;AI 合集&quot;&gt;AI 合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AgenticCoding&quot; title=&quot;#AgenticCoding&quot;&gt;#AgenticCoding&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E7%BC%96%E7%A8%8B&quot; title=&quot;#编程&quot;&gt;#编程&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81&quot; title=&quot;#开发工作流&quot;&gt;#开发工作流&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%B7%A5%E7%A8%8B%E5%8D%8F%E4%BD%9C&quot; title=&quot;#工程协作&quot;&gt;#工程协作&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Spec&quot; title=&quot;#Spec&quot;&gt;#Spec&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E9%A9%B1%E5%8A%A8&quot; title=&quot;#驱动&quot;&gt;#驱动&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23SDD&quot; title=&quot;#SDD&quot;&gt;#SDD&lt;/a&gt;</content:encoded></item><item><title>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</title><link>http://telegram.zhetengsha.eu.org/posts/5456</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5456</guid><pubDate>Thu, 23 Apr 2026 04:05:01 GMT</pubDate><content:encoded>&lt;a class=&quot;tgme_widget_message_reply user-color-4 js-message_emoji_bg&quot; href=&quot;/posts/5451&quot;&gt;&lt;blockquote&gt;&lt;small&gt;&lt;i class=&quot;tgme_widget_message_reply_thumb&quot; style=&quot;background-image:url(&apos;https://cdn5.telesco.pe/file/l5zhHmEnYS5WAsYZd1ysjad5eLjwafniPo8SJqEbJNi2pRqYM6tRneJBUMJeT7vM-euu5bWrV0aw1OPIF2Dz9K27z2eNwCBnIa5O5DqzhDPFzgN461fMMBqZ6mp_OR9R6E3xis9JzCLfM95gtqlpJXWraut2vWaZYlT6tHtWe_w5pyLFW7eIf7JDDmzos3PbOj5tfVC3YIsT2ElJNrPve7n5kX8NWq08vndrg0PJq7l_h0I8HNexpJq0l7lsJ91c9NhhoEKg0UdApZtHO-s_6m02Kdr_FvoTzwwlLQ3GmvwfLezMGkAsOjEXeMROkvT3nemEpctDBcfayTeh-O1EYA.jpg&apos;)&quot;&gt;&lt;/i&gt;
&lt;div class=&quot;tgme_widget_message_author accent_color&quot;&gt;
  &lt;span class=&quot;tgme_widget_message_author_name&quot;&gt;小一&lt;/span&gt;
&lt;/div&gt;
&lt;div class=&quot;tgme_widget_message_text js-message_reply_text&quot;&gt;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…&lt;/div&gt;
&lt;/small&gt;&lt;/blockquote&gt;&lt;/a&gt;&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
      &lt;button type=&quot;button&quot; class=&quot;image-preview-button image-preview-wrap&quot; popovertarget=&quot;modal-5456-0&quot; popovertargetaction=&quot;show&quot; aria-label=&quot;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) -&amp;gt; build_context_bundle (整理需求上下文) -&amp;gt; sdd_bootstrap 这里如图说需求开始下面是自动的 -&amp;gt; Research -&amp;gt; (Innovate, 可选) -&amp;gt; Plan -&amp;gt; Execute -&amp;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&quot;&gt;
        &lt;img src=&quot;/static/https://cdn5.telesco.pe/file/L_nRb9Gku-j0MtvUzqNS64a96MBu10jV2Jy0pmQsfKSdxDXDxcKaWaaUw13ryogmZ4ejAiY7C9G4vdjelj0e6_sFyGDBUHabPAfB_gYhGoXchNvAdKezH308jIiWwy93rR_8-Y9jap6GvidnsOZqYhdKlONn4sWySvFFjA3nsC3Iz0TUAUjc0NwjPOuNKz32tBZR9P7staEJUCKytstcd8HKNYvfTSNPgCZ1AoxyoEVphv60oS1hoxj0R6lgU3tfJuOCClIvYwyJG9dmO_2P38nEk1BqFWNLHBC6y6wGCOGSMpVfJiZlXJqRqU7c1Ilx0I2KO0rdkQw3sDkXUb2gpw.jpg&quot; alt=&quot;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) -&amp;gt; build_context_bundle (整理需求上下文) -&amp;gt; sdd_bootstrap 这里如图说需求开始下面是自动的 -&amp;gt; Research -&amp;gt; (Innovate, 可选) -&amp;gt; Plan -&amp;gt; Execute -&amp;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&quot; width=&quot;568&quot; height=&quot;264&quot; loading=&quot;eager&quot; /&gt;
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    &lt;/div&gt;&lt;u&gt;SDD-RIPER-ONE 简单使用感受&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://t.me/zhetengsha/5451&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;介绍帖&quot;&gt;介绍帖&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;简单用了一段时间 主要产出了一个 &lt;a href=&quot;https://t.me/zhetengsha/5454&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;快捷指令: GitHub Uploader&quot;&gt;&lt;u&gt;快捷指令: GitHub Uploader&lt;/u&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;▎标准流程&lt;br /&gt;&lt;code&gt;create_codemap&lt;/code&gt; (生成代码索引地图) -&amp;gt; &lt;code&gt;build_context_bundle&lt;/code&gt; (整理需求上下文) -&amp;gt; &lt;code&gt;sdd_bootstrap&lt;/code&gt; 这里如图说需求开始&lt;br /&gt;&lt;br /&gt;下面是自动的&lt;br /&gt;&lt;br /&gt; -&amp;gt; &lt;code&gt;Research&lt;/code&gt; -&amp;gt; (&lt;code&gt;Innovate&lt;/code&gt;, 可选) -&amp;gt; &lt;code&gt;Plan&lt;/code&gt; -&amp;gt; &lt;code&gt;Execute&lt;/code&gt; -&amp;gt; &lt;code&gt;Review&lt;/code&gt;&lt;br /&gt;&lt;br /&gt;手动 &lt;code&gt;archive&lt;/code&gt; 归档沉淀&lt;br /&gt;&lt;br /&gt;首次执行计划 和 &lt;code&gt;review_execute&lt;/code&gt; 之后修改了计划, 都需要手动 &lt;code&gt;Plan Approved&lt;/code&gt; 确认执行&lt;br /&gt;&lt;br /&gt;▎感受&lt;br /&gt;&lt;br /&gt;官方没有跟 &lt;a href=&quot;https://t.me/zhetengsha/5267&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;Compound Engineering&quot;&gt;Compound Engineering&lt;/a&gt; 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...&lt;br /&gt;&lt;br /&gt;review 的时候没有 &lt;code&gt;ce:review&lt;/code&gt; 开好多个 subagent 从不同角度 review 来得爽 &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6082120054202175986.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;br /&gt;自带的只有 &lt;code&gt;review_spec&lt;/code&gt; 和 &lt;code&gt;review_execute&lt;/code&gt;, 其实感觉好像不如 &lt;code&gt;ce:review&lt;/code&gt; 全面&lt;br /&gt;&lt;br /&gt;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&lt;br /&gt;&lt;br /&gt;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...&lt;br /&gt;&lt;br /&gt;▎Codex App 中使用 SDD-RIPER 的最佳实践&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/huisezhiyin/sdd-riper/issues/4&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/huisezhiyin/sdd-riper/issues/4&quot;&gt;https://github.com/huisezhiyin/sdd-riper/issues/4&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327711622831803904.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/207&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;AI 合集&quot;&gt;AI 合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AgenticCoding&quot; title=&quot;#AgenticCoding&quot;&gt;#AgenticCoding&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E7%BC%96%E7%A8%8B&quot; title=&quot;#编程&quot;&gt;#编程&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81&quot; title=&quot;#开发工作流&quot;&gt;#开发工作流&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%B7%A5%E7%A8%8B%E5%8D%8F%E4%BD%9C&quot; title=&quot;#工程协作&quot;&gt;#工程协作&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Spec&quot; title=&quot;#Spec&quot;&gt;#Spec&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E9%A9%B1%E5%8A%A8&quot; title=&quot;#驱动&quot;&gt;#驱动&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt;</content:encoded></item><item><title>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</title><link>http://telegram.zhetengsha.eu.org/posts/5451</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5451</guid><pubDate>Wed, 22 Apr 2026 10:02:16 GMT</pubDate><content:encoded>&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
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        &lt;img src=&quot;/static/https://cdn5.telesco.pe/file/PEz5bXmr3Jz3TXx4eO5w2eLS_gLZt4vNV4zCfC2GCp6kNW2te14EBCKyuL75ckYB4Yws-Q3D2PBx4T9wLELpDYa4NKVTuR9FFKpEpXppQ5S2QTPyCFlCfd26DeGa2Pq4gLq_wNUHwvMJCss4ORJUL_aAF4BpEJei5mhm12Xi1dr7mM3EE9KfMSSg3-kCB0FGEnHra_OTIyKouc_pwezDRMxj4W8yKzXLK9_1ddQ39Va3qbKa5c8TFRb5mWwM2DxLLkfKUaQw1OzlSj4xPpk0_Yaq6SYdWGp4Jp9xmQg38_Pjeq5LSuaHmmKW2vmoPr9cUAzgGbydq7LHg9Q-BsEUPw.jpg&quot; alt=&quot;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&quot; width=&quot;800&quot; height=&quot;450&quot; loading=&quot;eager&quot; /&gt;
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    &lt;/div&gt;&lt;u&gt;SDD-RIPER: 面向 agentic coding 的轻量级 AI Agent Harness&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;• 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&lt;br /&gt;&lt;br /&gt;• 通过 Checkpoint、Approval、Validation 和 Reverse Sync 建立可观察、可回退、可接手的控制面&lt;br /&gt;&lt;br /&gt;• 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&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/huisezhiyin/sdd-riper&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/huisezhiyin/sdd-riper&quot;&gt;https://github.com/huisezhiyin/sdd-riper&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/2&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;合集&quot;&gt;合集&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6021860481923288796.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha_group&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;群组&quot;&gt;群组&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327792445526380187.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;https://t.me/zhetengsha/957&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;恰饭&quot;&gt;恰饭&lt;/a&gt; &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6330367862535884142.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt;&lt;a href=&quot;https://t.me/xream_bot&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;联系推广&quot;&gt;联系推广&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327836885552991740.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AgenticCoding&quot; title=&quot;#AgenticCoding&quot;&gt;#AgenticCoding&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E7%BC%96%E7%A8%8B&quot; title=&quot;#编程&quot;&gt;#编程&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E4%BD%9C%E6%B5%81&quot; title=&quot;#开发工作流&quot;&gt;#开发工作流&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%B7%A5%E7%A8%8B%E5%8D%8F%E4%BD%9C&quot; title=&quot;#工程协作&quot;&gt;#工程协作&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Spec&quot; title=&quot;#Spec&quot;&gt;#Spec&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E9%A9%B1%E5%8A%A8&quot; title=&quot;#驱动&quot;&gt;#驱动&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt;</content:encoded></item><item><title>codex-token-report: 面向 Codex 本地会话的 Token 用量可视化分析工具加上 AxonHub 上的数据, 最近一周超过了 1亿   copliot 啥的还没算在里面• 扫描 ~/.codex/sessions 下的本地日志，按会话与按天生成 Token 统计报告• 自动合并同一 session_id 的多个 rollout 文件，基于最终累计值与差分逻辑提升统计准确性• 输出可排序、可分页的 HTML 报告，并支持本地服务模式一键刷新重算</title><link>http://telegram.zhetengsha.eu.org/posts/5432</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5432</guid><pubDate>Mon, 20 Apr 2026 16:32:14 GMT</pubDate><content:encoded>&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
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        &lt;img src=&quot;/static/https://cdn5.telesco.pe/file/Yn6EUgSKxDTKWDVrbLey6XlwnN5vrxDNeIXSw4fJKSFJ1OuyBrlc_2n6lWaktOoD-hRx9J8mmnd0ThIY2rHL2bVl7Od0XKBrw7ipJkzjHzJdZzwWIonA6Ej29zS0ag55X06OPvaPlrXv467iiYq4R6uv-tfE6iFMw6XlDPwK1EITIaUsWDhvK06hUNlQotYQzcUy1r76pbkeCiRG4rjW3BvlzFPidTHWQPflytsQg_vT4-QUC8T2zfdfY3aLyq1FqMJPL44HqzCmPwAVc2dR4DILZr_GmfNu-vJSdPlhu-NWKe2RJwmDzaPvtDA5MVdNzJYq8zSjTbEVlTIwworuxQ.jpg&quot; alt=&quot;codex-token-report: 面向 Codex 本地会话的 Token 用量可视化分析工具加上 AxonHub 上的数据, 最近一周超过了 1亿   copliot 啥的还没算在里面• 扫描 ~/.codex/sessions 下的本地日志，按会话与按天生成 Token 统计报告• 自动合并同一 session_id 的多个 rollout 文件，基于最终累计值与差分逻辑提升统计准确性• 输出可排序、可分页的 HTML 报告，并支持本地服务模式一键刷新重算&quot; width=&quot;800&quot; height=&quot;353&quot; loading=&quot;eager&quot; /&gt;
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    &lt;/div&gt;&lt;u&gt;codex-token-report: 面向 Codex 本地会话的 Token 用量可视化分析工具&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;加上 AxonHub 上的数据, 最近一周超过了 1亿  &lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6082120054202175986.webp&quot; alt=&quot;&quot; loading=&quot;lazy&quot; width=&quot;20&quot; height=&quot;20&quot; /&gt; copliot 啥的还没算在里面&lt;br /&gt;&lt;br /&gt;• 扫描 &lt;code&gt;~/.codex/sessions&lt;/code&gt; 下的本地日志，按会话与按天生成 Token 统计报告&lt;br /&gt;&lt;br /&gt;• 自动合并同一 &lt;code&gt;session_id&lt;/code&gt; 的多个 rollout 文件，基于最终累计值与差分逻辑提升统计准确性&lt;br /&gt;&lt;br /&gt;• 输出可排序、可分页的 HTML 报告，并支持本地服务模式一键刷新重算&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/jianzhangg/codex-token-report&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/jianzhangg/codex-token-report&quot;&gt;https://github.com/jianzhangg/codex-token-report&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;img class=&quot;tg-emoji&quot; src=&quot;/static/https://telegram.me/i/emoji/6327880277607583303.webp&quot; 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title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23HTML&quot; title=&quot;#HTML&quot;&gt;#HTML&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E6%8A%A5%E5%91%8A&quot; title=&quot;#报告&quot;&gt;#报告&lt;/a&gt;</content:encoded></item><item><title>Cronboard: 面向本地与远程服务器的终端版 cron 任务管理器• 在 Terminal 中集中管理 cronjobs，支持新增、编辑、删除、暂停与恢复任务，并提供人类可读的执行时间反馈• 支持通过 SSH 连接远程服务器，可使用密码或 SSH keys 登录，也可在具备 sudo 权限时切换用户管理 cron• 内置路径自动补全、关键词搜索与特殊表达式支持，兼顾日常运维效率与任务配置准确性</title><link>http://telegram.zhetengsha.eu.org/posts/5259</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5259</guid><pubDate>Wed, 01 Apr 2026 02:01:40 GMT</pubDate><content:encoded>&lt;video src=&quot;/static/https://cdn5.telesco.pe/file/3f4cce873e.mp4?token=mhlTvFMbLXoBytDaIRegd21gMyglXy3OwTlAs2y4uYb2sdjqtgmFpSOvN2dVq53wCSpuLNpyxXndVOBz9wZwHfKc03Nq0w6AC49-bqV6D1JqNLwpf_GhkGWikE8ggZhJtVlS2I-E7K1vADVXXy1sPQuoEc6IVELOF0V_nPwSIodfu_EBzPK31AVnN6WFia8QAU0NscwY4fzqEn53Z7Se3GQmsU5SZ5T6lRX57dBqZdBw4hOS9MHzoZTVmFKSrCKE59obB9ZXjJEI7Gc4id8jlxYl0FJhL4ZCk9aed2w8apONel1ukNFVTelTJQ9yVo657ZUMSkYbe2FuUvpAAGiFQA&quot; class=&quot;tgme_widget_message_video js-message_video&quot; width=&quot;100%&quot; height=&quot;100%&quot; preload=&quot;auto&quot; muted autoplay loop playsinline controls webkit-playsinline&gt;&lt;/video&gt;&lt;u&gt;Cronboard: 面向本地与远程服务器的终端版 cron 任务管理器&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;• 在 Terminal 中集中管理 cronjobs，支持新增、编辑、删除、暂停与恢复任务，并提供人类可读的执行时间反馈&lt;br /&gt;&lt;br /&gt;• 支持通过 SSH 连接远程服务器，可使用密码或 SSH keys 登录，也可在具备 sudo 权限时切换用户管理 cron&lt;br /&gt;&lt;br /&gt;• 内置路径自动补全、关键词搜索与特殊表达式支持，兼顾日常运维效率与任务配置准确性&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/antoniorodr/Cronboard&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/antoniorodr/Cronboard&quot;&gt;https://github.com/antoniorodr/Cronboard&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;/search/result?q=%23%E8%BF%90%E7%BB%B4%E5%B7%A5%E5%85%B7&quot; title=&quot;#运维工具&quot;&gt;#运维工具&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E4%BB%BB%E5%8A%A1%E8%B0%83%E5%BA%A6&quot; title=&quot;#任务调度&quot;&gt;#任务调度&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Cron&quot; title=&quot;#Cron&quot;&gt;#Cron&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23SSH&quot; title=&quot;#SSH&quot;&gt;#SSH&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Terminal&quot; title=&quot;#Terminal&quot;&gt;#Terminal&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt;</content:encoded></item><item><title>git-sync: 面向 Git 多工作树的实时同步工具• 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• 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• 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</title><link>http://telegram.zhetengsha.eu.org/posts/5161</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5161</guid><pubDate>Mon, 23 Mar 2026 02:03:27 GMT</pubDate><content:encoded>&lt;u&gt;git-sync: 面向 Git 多工作树的实时同步工具&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;• 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&lt;br /&gt;&lt;br /&gt;• 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&lt;br /&gt;&lt;br /&gt;• 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&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/KapyAgent/git-sync&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/KapyAgent/git-sync&quot;&gt;https://github.com/KapyAgent/git-sync&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;/search/result?q=%23Git&quot; title=&quot;#Git&quot;&gt;#Git&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%B7%A5%E4%BD%9C%E6%A0%91%E5%90%8C%E6%AD%A5&quot; title=&quot;#工作树同步&quot;&gt;#工作树同步&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%BC%80%E5%8F%91%E6%95%88%E7%8E%87&quot; title=&quot;#开发效率&quot;&gt;#开发效率&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23watchdog&quot; title=&quot;#watchdog&quot;&gt;#watchdog&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E5%B7%A5%E7%A8%8B%E5%8C%96%E5%B7%A5%E5%85%B7&quot; title=&quot;#工程化工具&quot;&gt;#工程化工具&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23worktree&quot; 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  &lt;div class=&quot;link_preview_site_name accent_color&quot;&gt;GitHub&lt;/div&gt;
  &lt;img class=&quot;link_preview_image&quot; alt=&quot;GitHub - KapyAgent/git-sync&quot; src=&quot;/static/https://cdn4.telesco.pe/file/f34fGhhRrYbi9rVn_Ae6Gy_VEGJP8wCWQsry8f67gIHks2Cdho-8x-m5fQdFWbrOHAxWuspD6T8-DDbfmO5O-y5wLJFHOqmx9IjGidLNlw8qI_V2V7HLDoqr_iGeRFmVHcEW7dEF_foqcrejIWdlratEPUyX8mKHlhNNAFhFZdpA8UR1dVxB2BR7cXRsu12Gkva2IN5JfXWi7cwVPVI4uNC7wE9YRqP7PveSTY1jKE5pDU41j0o9lT1ocX3-PGBqS-Xok91jw7AFQVFxlbuukSQYPSDT6EXbqz-JH8qi_DyyrroU8YGeC-sTBxHcGpxkqoKyk31s502auvLLjhhR3g.jpg&quot; width=&quot;1200&quot; height=&quot;630&quot; loading=&quot;eager&quot; /&gt;
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&lt;/a&gt;</content:encoded></item><item><title>telegram-watch: 将 Telegram 群组消息转化为本地化结构信号的监控工具我愿称之为视奸/尾行工具• 支持多目标监控与控制群路由，可按目标群和用户维度映射 Topic，适合社区运营、研究追踪与交易信号归档• 提供本地 GUI 配置与运行控制，支持 Run once、守护模式、实时日志查看，降低 Telegram 自动化使用门槛• 完全本地运行，无需 Bot，默认使用 SQLite 持久化消息与媒体快照，并自动生成 HTML 报告，兼顾隐私与可审计性</title><link>http://telegram.zhetengsha.eu.org/posts/5116</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5116</guid><pubDate>Wed, 18 Mar 2026 10:05:06 GMT</pubDate><content:encoded>&lt;div class=&quot;image-list-container image-list-odd&quot;&gt;
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    &lt;/div&gt;&lt;u&gt;telegram-watch: 将 Telegram 群组消息转化为本地化结构信号的监控工具&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;&lt;s&gt;我愿称之为视奸/尾行工具&lt;/s&gt;&lt;br /&gt;&lt;br /&gt;• 支持多目标监控与控制群路由，可按目标群和用户维度映射 Topic，适合社区运营、研究追踪与交易信号归档&lt;br /&gt;&lt;br /&gt;• 提供本地 GUI 配置与运行控制，支持 Run once、守护模式、实时日志查看，降低 Telegram 自动化使用门槛&lt;br /&gt;&lt;br /&gt;• 完全本地运行，无需 Bot，默认使用 SQLite 持久化消息与媒体快照，并自动生成 HTML 报告，兼顾隐私与可审计性&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/o1xhack/telegram-watch&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/o1xhack/telegram-watch&quot;&gt;https://github.com/o1xhack/telegram-watch&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;/search/result?q=%23Telegram&quot; title=&quot;#Telegram&quot;&gt;#Telegram&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E6%B6%88%E6%81%AF%E7%9B%91%E6%8E%A7&quot; title=&quot;#消息监控&quot;&gt;#消息监控&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E6%9C%AC%E5%9C%B0%E5%8C%96%E9%83%A8%E7%BD%B2&quot; title=&quot;#本地化部署&quot;&gt;#本地化部署&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23SQLite&quot; title=&quot;#SQLite&quot;&gt;#SQLite&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23HTML&quot; title=&quot;#HTML&quot;&gt;#HTML&lt;/a&gt; 报告 &lt;a href=&quot;/search/result?q=%23%E7%A4%BE%E5%8C%BA%E8%BF%90%E8%90%A5&quot; title=&quot;#社区运营&quot;&gt;#社区运营&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E4%BF%A1%E5%8F%B7%E6%8F%90%E5%8F%96&quot; title=&quot;#信号提取&quot;&gt;#信号提取&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E9%9A%90%E7%A7%81%E4%BC%98%E5%85%88&quot; title=&quot;#隐私优先&quot;&gt;#隐私优先&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt;</content:encoded></item><item><title>xiangseSkill: 面向 香色闺阁 书源开发的转换与规则协作仓库AI 自动写书源• 提供 JSON ↔️ XBS 双向转换工具与 roundtrip 校验流程，支持 Windows、Linux、macOS 与 Termux，适合统一书源开发与验收• 沉淀 Codex skill 与项目级约束规则，能直接用于书源生成、修复、转换等任务，降低手写规则与反复调试成本• 配套 schema 检查、维护文档与弱模型固定协议，帮助团队建立更稳定的书源开发工作流与质量控制体系</title><link>http://telegram.zhetengsha.eu.org/posts/5014</link><guid isPermaLink="true">http://telegram.zhetengsha.eu.org/posts/5014</guid><pubDate>Mon, 09 Mar 2026 00:58:17 GMT</pubDate><content:encoded>&lt;u&gt;xiangseSkill: 面向 香色闺阁 书源开发的转换与规则协作仓库&lt;/u&gt;&lt;br /&gt;&lt;br /&gt;AI 自动写书源&lt;br /&gt;&lt;br /&gt;• 提供 JSON &lt;i class=&quot;emoji&quot;&gt;&lt;b&gt;↔️&lt;/b&gt;&lt;/i&gt; XBS 双向转换工具与 roundtrip 校验流程，支持 Windows、Linux、macOS 与 Termux，适合统一书源开发与验收&lt;br /&gt;&lt;br /&gt;• 沉淀 Codex skill 与项目级约束规则，能直接用于书源生成、修复、转换等任务，降低手写规则与反复调试成本&lt;br /&gt;&lt;br /&gt;• 配套 schema 检查、维护文档与弱模型固定协议，帮助团队建立更稳定的书源开发工作流与质量控制体系&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;https://github.com/lindongjiang/xiangseSkill&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;https://github.com/lindongjiang/xiangseSkill&quot;&gt;https://github.com/lindongjiang/xiangseSkill&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;a href=&quot;/search/result?q=%23%E4%B9%A6%E6%BA%90%E5%BC%80%E5%8F%91&quot; title=&quot;#书源开发&quot;&gt;#书源开发&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E9%A6%99%E8%89%B2%E9%97%BA%E9%98%81&quot; title=&quot;#香色闺阁&quot;&gt;#香色闺阁&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23JSON&quot; title=&quot;#JSON&quot;&gt;#JSON&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23XBS&quot; title=&quot;#XBS&quot;&gt;#XBS&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Codex&quot; title=&quot;#Codex&quot;&gt;#Codex&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23GitHub&quot; title=&quot;#GitHub&quot;&gt;#GitHub&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E8%87%AA%E5%8A%A8%E5%8C%96%E8%BD%AC%E6%8D%A2&quot; title=&quot;#自动化转换&quot;&gt;#自动化转换&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23%E8%A7%84%E5%88%99%E5%BC%95%E6%93%8E&quot; title=&quot;#规则引擎&quot;&gt;#规则引擎&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Python&quot; title=&quot;#Python&quot;&gt;#Python&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23AI&quot; title=&quot;#AI&quot;&gt;#AI&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Skill&quot; title=&quot;#Skill&quot;&gt;#Skill&lt;/a&gt; &lt;a href=&quot;/search/result?q=%23Skills&quot; title=&quot;#Skills&quot;&gt;#Skills&lt;/a&gt;&lt;a class=&quot;tgme_widget_message_link_preview&quot; href=&quot;https://github.com/lindongjiang/xiangseSkill&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; title=&quot;Contribute to cloudmantou/xiangseSkill development by creating an account on GitHub.&quot;&gt;
  
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  &lt;div class=&quot;link_preview_title&quot;&gt;GitHub - cloudmantou/xiangseSkill&lt;/div&gt;
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