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ci: update actions and strengthen docs gates
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- [1. 问题求解](#concept-problem-solving)
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- [不会操作？先让网页 AI 生成逐步执行版](#concept-problem-solving-不会操作先让网页-ai-生成逐步执行版)
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- [描述](#concept-problem-solving-描述)
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- [一、定义问题](#concept-problem-solving-一定义问题)
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- [二、求解过程](#concept-problem-solving-二求解过程)
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- [一、定义问题](#concept-problem-solving-一定义问题)
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- [二、求解过程](#concept-problem-solving-二求解过程)
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- [1）目标](#concept-problem-solving-1目标)
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- [2）约束](#concept-problem-solving-2约束)
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- [3）对象](#concept-problem-solving-3对象)
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- [4）路径](#concept-problem-solving-4路径)
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- [一句话总结](#concept-problem-solving-一句话总结)
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- [这个框架为什么很底层](#concept-problem-solving-这个框架为什么很底层)
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- [继续压缩](#concept-problem-solving-继续压缩)
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@@ -38,59 +42,64 @@
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- [3. 记忆](#concept-problem-solving-3-记忆)
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- [4. 理解](#concept-problem-solving-4-理解)
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- [5. 搭建体系](#concept-problem-solving-5-搭建体系)
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- [一、问题从哪里来？](#concept-problem-solving-一问题从哪里来)
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- [二、问题如何被定义？](#concept-problem-solving-二问题如何被定义)
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- [三、问题如何被求解？](#concept-problem-solving-三问题如何被求解)
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- [四、求解如何收敛？](#concept-problem-solving-四求解如何收敛)
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- [一、问题从哪里来？](#concept-problem-solving-一问题从哪里来)
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- [二、问题如何被定义？](#concept-problem-solving-二问题如何被定义)
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- [三、问题如何被求解？](#concept-problem-solving-三问题如何被求解)
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- [1. 目标决定方向](#concept-problem-solving-1-目标决定方向)
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- [2. 约束决定边界](#concept-problem-solving-2-约束决定边界)
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- [3. 对象决定方法](#concept-problem-solving-3-对象决定方法)
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- [四、求解如何收敛？](#concept-problem-solving-四求解如何收敛)
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- [6. 应用](#concept-problem-solving-6-应用)
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- [场景一：学习能力](#concept-problem-solving-场景一学习能力)
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- [场景二：工作项目推进](#concept-problem-solving-场景二工作项目推进)
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- [场景三：个人决策](#concept-problem-solving-场景三个人决策)
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- [场景一：学习能力](#concept-problem-solving-场景一学习能力)
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- [场景二：工作项目推进](#concept-problem-solving-场景二工作项目推进)
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- [场景三：个人决策](#concept-problem-solving-场景三个人决策)
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- [7. 思辨](#concept-problem-solving-7-思辨)
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- [常见误区一：把“现象”当成“问题”](#concept-problem-solving-常见误区一把现象当成问题)
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- [常见误区二：一上来就找方法](#concept-problem-solving-常见误区二一上来就找方法)
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- [常见误区三：只执行，不校正](#concept-problem-solving-常见误区三只执行不校正)
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- [易混点：问题求解能力 vs 执行力](#concept-problem-solving-易混点问题求解能力-vs-执行力)
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- [值得思考的问题](#concept-problem-solving-值得思考的问题)
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- [常见误区一：把“现象”当成“问题”](#concept-problem-solving-常见误区一把现象当成问题)
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- [常见误区二：一上来就找方法](#concept-problem-solving-常见误区二一上来就找方法)
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- [常见误区三：只执行，不校正](#concept-problem-solving-常见误区三只执行不校正)
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- [易混点：问题求解能力 vs 执行力](#concept-problem-solving-易混点问题求解能力-vs-执行力)
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- [值得思考的问题](#concept-problem-solving-值得思考的问题)
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- [8. 创新](#concept-problem-solving-8-创新)
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- [一、迁移到学习系统](#concept-problem-solving-一迁移到学习系统)
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- [二、迁移到个人成长](#concept-problem-solving-二迁移到个人成长)
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- [三、迁移到创新能力](#concept-problem-solving-三迁移到创新能力)
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- [四、迁移到 AI 时代](#concept-problem-solving-四迁移到-ai-时代)
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- [一、迁移到学习系统](#concept-problem-solving-一迁移到学习系统)
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- [二、迁移到个人成长](#concept-problem-solving-二迁移到个人成长)
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- [三、迁移到创新能力](#concept-problem-solving-三迁移到创新能力)
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- [四、迁移到 AI 时代](#concept-problem-solving-四迁移到-ai-时代)
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- [9. 内化](#concept-problem-solving-9-内化)
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- [立即可执行的行动建议](#concept-problem-solving-立即可执行的行动建议)
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- [立即可执行的行动建议](#concept-problem-solving-立即可执行的行动建议)
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- [行动一：用一句话重写你现在的问题](#concept-problem-solving-行动一用一句话重写你现在的问题)
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- [行动二：建立一个“问题求解清单”](#concept-problem-solving-行动二建立一个问题求解清单)
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- [2. 拼好码](#concept-glue-coding)
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- [关系定位](#concept-glue-coding-关系定位)
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- [一句话定义](#concept-glue-coding-一句话定义)
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- [颠覆性宣言](#concept-glue-coding-颠覆性宣言)
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- [核心理念](#concept-glue-coding-核心理念)
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- [范式转移](#concept-glue-coding-范式转移)
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- [范式转移](#concept-glue-coding-范式转移)
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- [架构哲学](#concept-glue-coding-架构哲学)
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- [核心链路](#concept-glue-coding-核心链路)
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- [为什么有效](#concept-glue-coding-为什么有效)
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- [1. 幻觉问题：从“发明”转向“核验”](#concept-glue-coding-1-幻觉问题从发明转向核验)
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- [2. 复杂性问题：转交给成熟生态](#concept-glue-coding-2-复杂性问题转交给成熟生态)
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- [3. 门槛问题：从底层实现转向业务编排](#concept-glue-coding-3-门槛问题从底层实现转向业务编排)
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- [1. 幻觉问题：从“发明”转向“核验”](#concept-glue-coding-1-幻觉问题从发明转向核验)
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- [2. 复杂性问题：转交给成熟生态](#concept-glue-coding-2-复杂性问题转交给成熟生态)
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- [3. 门槛问题：从底层实现转向业务编排](#concept-glue-coding-3-门槛问题从底层实现转向业务编排)
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- [胶水原则](#concept-glue-coding-胶水原则)
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- [决策顺序](#concept-glue-coding-决策顺序)
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- [成熟方案判断标准](#concept-glue-coding-成熟方案判断标准)
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- [胶水代码应该做什么](#concept-glue-coding-胶水代码应该做什么)
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- [胶水代码不应该做什么](#concept-glue-coding-胶水代码不应该做什么)
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- [实践流程](#concept-glue-coding-实践流程)
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- [使用 GitHub Topics 找成熟能力](#concept-glue-coding-使用-github-topics-找成熟能力)
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- [使用 GitHub Topics 找成熟能力](#concept-glue-coding-使用-github-topics-找成熟能力)
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- [经典案例](#concept-glue-coding-经典案例)
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- [Polymarket 数据分析 Bot](#concept-glue-coding-polymarket-数据分析-bot)
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- [Polymarket 数据分析 Bot](#concept-glue-coding-polymarket-数据分析-bot)
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- [常见场景](#concept-glue-coding-常见场景)
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- [登录认证](#concept-glue-coding-登录认证)
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- [AI 客服](#concept-glue-coding-ai-客服)
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- [订单流程](#concept-glue-coding-订单流程)
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- [登录认证](#concept-glue-coding-登录认证)
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- [AI 客服](#concept-glue-coding-ai-客服)
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- [订单流程](#concept-glue-coding-订单流程)
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- [偏离协议](#concept-glue-coding-偏离协议)
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- [胶水原则之禅](#concept-glue-coding-胶水原则之禅)
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- [与相近概念的区别](#concept-glue-coding-与相近概念的区别)
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- [拼好码 vs 胶水编程](#concept-glue-coding-拼好码-vs-胶水编程)
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- [拼好码 vs 低代码](#concept-glue-coding-拼好码-vs-低代码)
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- [拼好码 vs 微服务](#concept-glue-coding-拼好码-vs-微服务)
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- [拼好码 vs 自研平台化](#concept-glue-coding-拼好码-vs-自研平台化)
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- [拼好码 vs 胶水编程](#concept-glue-coding-拼好码-vs-胶水编程)
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- [拼好码 vs 低代码](#concept-glue-coding-拼好码-vs-低代码)
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- [拼好码 vs 微服务](#concept-glue-coding-拼好码-vs-微服务)
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- [拼好码 vs 自研平台化](#concept-glue-coding-拼好码-vs-自研平台化)
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- [AI 时代的拼好码](#concept-glue-coding-ai-时代的拼好码)
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- [内化](#concept-glue-coding-内化)
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- [延伸阅读](#concept-glue-coding-延伸阅读)
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- [五、给你一个真正工程级的目标](#concept-language-layers-五给你一个真正工程级的目标)
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- [六、工程级追加：L9–L12（从"看懂"到"架构"）](#concept-language-layers-六工程级追加l9l12从看懂到架构)
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- [🧠 L9：时间维度模型（90% 人完全没意识到）](#concept-language-layers-l9时间维度模型90-人完全没意识到)
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- [你必须能一眼判断：](#concept-language-layers-你必须能一眼判断)
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- [你必须能一眼判断：](#concept-language-layers-你必须能一眼判断)
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- [🧠 L10：资源模型（CPU / IO / 内存 / 网络）](#concept-language-layers-l10资源模型cpu-io-内存-网络)
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- [示例](#concept-language-layers-示例)
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- [示例](#concept-language-layers-示例)
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- [🧠 L11：隐含契约 & 非语法规则（工程真相）](#concept-language-layers-l11隐含契约-非语法规则工程真相)
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- [你必须识别这些"非代码规则"：](#concept-language-layers-你必须识别这些非代码规则)
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- [示例](#concept-language-layers-示例-2)
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- [你必须识别这些"非代码规则"：](#concept-language-layers-你必须识别这些非代码规则)
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- [示例](#concept-language-layers-示例-2)
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- [🧠 L12：代码意图层（顶级能力）](#concept-language-layers-l12代码意图层顶级能力)
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- [示例](#concept-language-layers-示例-3)
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- [示例](#concept-language-layers-示例-3)
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- [七、终极完整版：12 层"语言层要素"总表](#concept-language-layers-七终极完整版12-层语言层要素总表)
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- [八、反直觉但真实的结论](#concept-language-layers-八反直觉但真实的结论)
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- [九、工程级自测题（非常准）](#concept-language-layers-九工程级自测题非常准)
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- [6. 讨论](#concept-recursive-self-optimizing-system-6-讨论)
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- [7. 结论](#concept-recursive-self-optimizing-system-7-结论)
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- [附录：高层次概念释义](#concept-recursive-self-optimizing-system-附录高层次概念释义)
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- [1. 定义核心角色](#concept-recursive-self-optimizing-system-1-定义核心角色)
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- [2. 描述递归生命周期](#concept-recursive-self-optimizing-system-2-描述递归生命周期)
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- [3. 终极目标](#concept-recursive-self-optimizing-system-3-终极目标)
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- [1. 定义核心角色](#concept-recursive-self-optimizing-system-1-定义核心角色)
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- [2. 描述递归生命周期](#concept-recursive-self-optimizing-system-2-描述递归生命周期)
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- [3. 终极目标](#concept-recursive-self-optimizing-system-3-终极目标)
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</details>
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