https://blog.chuanxilu.net/series/ai-%E4%B9%8B%E8%B7%AF%E8%BF%9B%E9%98%B6%E5%8D%87%E7%BA%A7%E6%8C%87%E5%8D%97/Recent content in AI 之路进阶升级指南 on 能工智人的传习录Hugozh-CNFri, 21 Aug 2026 21:00:00 +0800https://blog.chuanxilu.net/posts/2026/08/ai-path-l1-l2-part5/Fri, 21 Aug 2026 21:00:00 +0800https://blog.chuanxilu.net/posts/2026/08/ai-path-l1-l2-part5/AI 之路 L1→L2 Part 5：RCTFC 框架、代码验证方法、迭代修复流程。不是编程课，是沟通课。https://blog.chuanxilu.net/posts/2026/08/ai-path-l1-l2-week3-day14/Wed, 12 Aug 2026 16:00:00 +0800https://blog.chuanxilu.net/posts/2026/08/ai-path-l1-l2-week3-day14/Day 14 配套练习：角色文档的四块骨架，把验收标准写进提示词https://blog.chuanxilu.net/posts/2026/08/ai-path-l1-l2-week3-day13/Thu, 06 Aug 2026 11:00:00 +0800https://blog.chuanxilu.net/posts/2026/08/ai-path-l1-l2-week3-day13/AI 之路 L1→L2 Day 13 配套练习：用 picture-book-pipeline 这个真实项目，演示怎么把一条工作流构建成技能包。六轮对话：定目标、讲工作流、确认节点与验收、要方案、确认后实现、测试。每一步对应 day8 到 day12 的原理。https://blog.chuanxilu.net/posts/2026/08/ai-path-l1-l2-week3-day12/Tue, 04 Aug 2026 10:00:00 +0800https://blog.chuanxilu.net/posts/2026/08/ai-path-l1-l2-week3-day12/AI 之路 L1→L2 Day 12：无状态 API 脚本和 AI Agent 怎么配合。用 Dolch PP 级儿童绘本的批量制作过程拆解完整流水线，讲清楚分工、中间产物和验收。https://blog.chuanxilu.net/posts/2026/07/ai-path-l1-l2-week3-day11/Tue, 28 Jul 2026 11:00:00 +0800https://blog.chuanxilu.net/posts/2026/07/ai-path-l1-l2-week3-day11/AI 之路 L1→L2 Day 11：GCO 本身是描述框架，换个方向就是验收清单。三种验证方法都不用你写代码，帮你判断 AI 给的东西到底对不对。https://blog.chuanxilu.net/posts/2026/07/ai-path-l1-l2-week3-day10/Tue, 21 Jul 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/07/ai-path-l1-l2-week3-day10/AI 之路 L1→L2 Day 10：同一个需求，模糊描述和清晰描述，AI 输出能差多远？三个练习帮你建立任务描述直觉。https://blog.chuanxilu.net/posts/2026/07/ai-path-codex-cli-setup/Mon, 13 Jul 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/07/ai-path-codex-cli-setup/AI 之路番外篇：GPT-5.6 发布后，Codex 的新装法——ChatGPT 桌面版自带 Codex 模式，CLI 也仍在更新。https://blog.chuanxilu.net/posts/2026/07/ai-path-opencode-zen-setup/Mon, 06 Jul 2026 06:00:00 +0800https://blog.chuanxilu.net/posts/2026/07/ai-path-opencode-zen-setup/AI 之路番外篇：OpenCode 安装、注册 Zen 账号、配置 API Key、选择免费 DeepSeek V4 Flash 模型，完整冷启动流程。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day9/Tue, 30 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day9/L1→L2 第二周 Day 9 番外：理解 API 缓存的工作原理，学会从缓存命中率、价格等角度评估 API provider。选对工具比选便宜的更重要。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day8/Sun, 28 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day8/L1→L2 第二周 Day 8：认识自主执行型 AI（Claude Code / OpenCode / Codex），学会描述任务让 AI 自己干活，用整理下载文件夹做一次完整实操。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day7/Thu, 18 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day7/L1→L2 第二周 Day 7 练习：给批量处理脚本加上超时重试、限流等待、异常日志，让脚本在真实网络环境下不再轻易中断。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day6/Sat, 13 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day6/L1→L2 第二周 Day 6 练习：选一个真实场景（翻译、摘要或改写），跑通完整的批量处理流程。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day5/Fri, 12 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week2-day5/L1→L2 第二周配套练习 Day 5：扩展 Part 2 的脚本，让它能读取 PDF、Word、CSV 等多种格式文件，不再只限于 .md 和 .txt。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1-day4/Tue, 09 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1-day4/AI 之路进阶系列第二篇：学会用 Python 读取文件、调用 API、保存结果，再用循环批量处理整个文件夹，写一个能自动总结 100 篇文档的完整脚本。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1-day3/Mon, 08 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1-day3/L1→L2 第一周配套练习 Day 3：动手实验 temperature 和 max_tokens 参数，观察 AI 输出的变化，建立对参数的直觉。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1-day2/Sat, 06 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1-day2/L1→L2 第一周配套练习 Day 2：注册聚合平台，修改两个参数让昨天的代码对接新地址，对比聚合平台和官方直连的区别。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1-day1/Tue, 02 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1-day1/L1→L2 第一周配套练习 Day 1：动手跑通 Part 1 里的第一段代码，附带常见错误排查。https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1/Mon, 01 Jun 2026 07:00:00 +0800https://blog.chuanxilu.net/posts/2026/06/ai-path-l1-l2-week1/AI 之路进阶系列第一篇：API 是什么、和聊天窗口有什么不同、怎么注册账号（DeepSeek/OpenRouter/Claude）、Python 环境搭建、第一段代码跑通，以及 token、temperature 等核心参数的直觉理解。