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/4863http://telegram.zhetengsha.eu.org/posts/4863Wed, 18 Feb 2026 01:00:00 GMT<u>GitHub Agentic Workflows: 在 GitHub Actions 里跑 AI 代理的仓库自动化框架</u><br /><br />• 用 <mark class="highlight">Copilot</mark>、Claude、OpenAI Codex 执行定时或事件触发的工作流, 自动分拣 Issue、分析 CI 失败、维护文档与测试<br /><br />• 安全优先的内建 guardrails: 默认只读权限, 写操作需通过 safe outputs 显式批准, 并配合沙箱执行、工具白名单与网络隔离<br /><br />• 用简单的 Markdown / 自然语言定义工作流, 搭配 gh aw CLI 生成带 .lock.yml 的可复现执行, 作为现有 CI/CD 的 Continuous AI 增强<br /><br /><a href="https://github.github.com/gh-aw" target="_blank" rel="noopener" title="https://github.github.com/gh-aw">https://github.github.com/gh-aw</a><br /><br /><a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23GitHubActions" title="#GitHubActions">#GitHubActions</a> <a href="/search/result?q=%23Copilot" title="#Copilot">#Copilot</a> <a href="/search/result?q=%23Claude" title="#Claude">#Claude</a> <a href="/search/result?q=%23OpenAI" title="#OpenAI">#OpenAI</a> <a href="/search/result?q=%23Codex" title="#Codex">#Codex</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E4%BB%93%E5%BA%93%E8%87%AA%E5%8A%A8%E5%8C%96" title="#仓库自动化">#仓库自动化</a> <a href="/search/result?q=%23CI" title="#CI">#CI</a> <a href="/search/result?q=%23CD" title="#CD">#CD</a> <a href="/search/result?q=%23%E5%AE%89%E5%85%A8" title="#安全">#安全</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%E8%87%AA%E5%8A%A8%E5%8C%96%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#自动化工作流">#自动化工作流</a> <a href="/search/result?q=%23MicrosoftResearch" title="#MicrosoftResearch">#MicrosoftResearch</a> <a href="/search/result?q=%23GitHubNext" title="#GitHubNext">#GitHubNext</a><a class="tgme_widget_message_link_preview" href="https://github.github.io/gh-aw/" target="_blank" rel="noopener" title="Write repository automation workflows in natural language using markdown files and run them as GitHub Actions. Use AI agents with strong guardrails to automate your development workflow."> <div class="link_preview_site_name accent_color">GitHub Agentic Workflows</div> <img class="link_preview_image" alt="Home | GitHub Agentic Workflows" src="/static/https://cdn4.telesco.pe/file/pjoLxOdw0_zXR575fL2NjtQPqEWAlsg8rw3Z7YhbYjBmtaS9faaF8ApafobY9NM2TvuAC3qeatEUBZQs0HyL5Wd38v1KLt6A-kQ9aLItJidKUZ-FzBCIp_5vPu4600VUrkdpJyvzpuaZIz1B-ussz-6UBECsy2Ops1rKOmOkpeDK_2rAaTIgrfgPedeuCTQ5DVnss1VS28E0F3LIn0IbkRol_Jxh3iY5x4CbiHGyCPwb6wwu4FnblmEEC-Y5iJ0BQXAvueFPSqlq5wvBB7WD8hP7vJE_fMlAWje_6Gp67rZyzGDNTcFexWMTQ9mWsWMlsr5v8fXRdHGTmzz-gLkt0Q.jpg" width="1200" height="630" loading="eager" /> <div class="link_preview_title">Home | GitHub Agentic Workflows</div> <div class="link_preview_description">Write repository automation workflows in natural language using markdown files and run them as GitHub Actions. Use AI agents with strong guardrails to automate your development workflow.</div> </a>http://telegram.zhetengsha.eu.org/posts/2506http://telegram.zhetengsha.eu.org/posts/2506Tue, 11 Feb 2025 01:02:02 GMT<video src="/static/https://cdn5.telesco.pe/file/7fff51f419.gif?token=KhOjpPl5bMCepRQsq9JB03D20v11eetuh3X4eEgEfOzRXYHlNqf6dZCoIVFPojN59lA31gXBUWsVMzZsJ6p2JqIoiRhisOmDPcw7oPcr_FOUD7q8gnC3O9H-BGax3GWfRwCSUGG0q65w9HvnldA0I96MsHvGwh29bJ444rIw5OQH3j9DtdbKzDQHB-4ygRhZa8GblTqbm_3wcGuP8EAYN32FUtA4j2oiIIN6bbcluYRQNBGOXCazdzBo6VZYIvXhFewZ-4YGINLciL7GLTyvf3H_vG-c8EL58uHNIuK68S4NbjvGz7ruxlOo6bDLLS0IaenVATtpynz58_VO8BpxDYvwO2DRBesrLQspKD8IvVWjpFkiAZ9aKHz2aYWNxbMEMzrqaH_lyR1HwSQnh2nAYd3NMRqlDIkO_p1YeOYX0V1w0OffM17D6auwBmH6gq39mnCYDlj8_ea4cd0CRyjvsmbvASVSTKoaYH6TTDRplWQ1ULPmWh96ed8h50VpKKFEx-mJMdABu3jeTJVdjcKhILoM3J1Ajh9U-vAExuQEDi6sZ6jYmUHBgHmNi1PDA353flUz71PfndnIBOU27k_dwHbesvNV7DdcsB61I4rGfJyBjVx3Gwpj924dKFSv1IScKxG2wirL7HH6PmzRrsFH3YbEXGoVq06DYLcCb15dONk" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><mark class="highlight"><u>Copilot</u></mark><u> Next Edit Suggestions</u><br /><br />Visual Studio Code 的 1.97 版本更新了 <mark class="highlight">Copilot</mark> Next 的编辑建议功能（预览版）<br /><br />放下 Cursor 尝试几天看看…<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://code.visualstudio.com/updates/v1_97#_copilot-next-edit-suggestions-preview" target="_blank" rel="noopener" title="官网">官网</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=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23VSCode" title="#VSCode">#VSCode</a> <a href="/search/result?q=%23Copilot" title="#Copilot">#Copilot</a> <a href="/search/result?q=%23%E7%BC%96%E8%BE%91%E5%99%A8" title="#编辑器">#编辑器</a>http://telegram.zhetengsha.eu.org/posts/1049http://telegram.zhetengsha.eu.org/posts/1049Sat, 06 Jan 2024 16:49:07 GMT<a href="/search/result?q=%23Surge" title="#Surge">#Surge</a> <a href="/search/result?q=%23%E6%A8%A1%E5%9D%97" title="#模块">#模块</a> <a href="/search/result?q=%23%E8%84%9A%E6%9C%AC" title="#脚本">#脚本</a> <a href="/search/result?q=%23GPT" title="#GPT">#GPT</a> <a href="/search/result?q=%23copilot" title="#copilot">#copilot</a> <a href="/search/result?q=%23vscode" title="#vscode">#vscode</a> <a href="/search/result?q=%23ChatGPT" title="#ChatGPT">#ChatGPT</a> <a href="/search/result?q=%23GPT4" title="#GPT4">#GPT4</a><br /><br />Github <mark class="highlight">Copilot</mark> Plugin Token 提取<br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/5976801477509778431.webp" alt="" loading="lazy" width="20" height="20" /> 确保 Visual Studio Code 中的 Github <mark class="highlight">Copilot</mark> 插件已经能够使用再使用此模块<br /><br />提取出来的 token 可配合 <a href="https://github.com/aaamoon/copilot-gpt4-service" target="_blank" rel="noopener" title="https://github.com/aaamoon/copilot-gpt4-service">https://github.com/aaamoon/copilot-gpt4-service</a> 等项目, 将 Github <mark class="highlight">Copilot</mark> 转换为 ChatGPT. 支持 GPT-4 模型<br /><br />文件见本消息评论区<br /><br />相关参考: <a href="https://t.me/geekshare/3405" target="_blank" rel="noopener" title="https://t.me/geekshare/3405">https://t.me/geekshare/3405</a>