产品初步开发完成后的早期阶段：先验证使用闭环，再谈变现
2026年8月28日MVP 上线后、正式宣发前的做事顺序：定唯一可证伪假设 → 自己当第一个用户跑『检索→实践→记录』循环 → 失败清单变路线图 → 选 niche 录种子内容，其余建设全部延后并写触发条件。
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用 GitHub Actions 自动部署 Next.js + Prisma 双库项目
2026年8月28日把『手动 SSH → git pull → build → pm2 restart』变成 push 到 main 自动部署：CI 做纯验证，deploy 用 appleboy/ssh-action 进服务器构建并重启，构建自动拿到根 .env 的正确配置，密钥不进 GitHub。
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公安联网备案（新办网站）
2026年8月28日在「全国公安机关互联网站安全服务平台」为新办网站完成公安联网备案，直至提交审核。
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用 Python 写一个 AI 对话
2026年8月28日从零写一个命令行 AI 对话工具：准备环境、申请密钥、安装依赖、单轮对话、多轮上下文、流式输出，最后封装成可交互的 CLI。
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use-pop
2026年8月28日Record, search, read, publish, evaluate, and manage practice documents with the pop CLI — a local, content-addressed registry of POP (Protocol of Practice) documents that syncs to a hub (default PractiHub). Use whenever the user wants to save what was just done as a reusable practice ("record this practice", "save this session", "turn this into steps"), search or read practices ("search practices", "has anyone done X", "find a how-to"), evaluate them ("what do people say about this practice", "comment on this step", "is this practice any good"), or manage them ("publish", "submit for review", "unpublish", "delete my practice") — even when pop is not mentioned by name. Also for any explicit pop CLI usage (pop new, pop show, pop ls, pop push, pop pull, pop clone, pop search, pop comment, pop login, pop blob add, pop skill import, pop skill export, …), and for converting between formats ("turn this skill into a pop", "export this practice as a skill").
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