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学习笔记:第一天UniApp+阿里AI

  • 2026-02-04 15:45:09
学习笔记:第一天UniApp+阿里AI
l今日目标：基于同事遗留的UniApp项目源码进行功能迭代与Bug修复，尝试引入“阿里千问3-coder-Plus”作为AI编程助手，提升开发效率与代码质量。具体需求为：实现PPG、ECG、体动三种采样频率及其间隔时间的动态可设置功能。

l实践过程

1.环境搭建与代码熟悉

l拉取同事的UniApp项目源码，本地启动调试，确认项目基于Vue3+uViewUI框架，整体代码结构清晰，但存在部分模块逻辑耦合度较高的问题。
l梳理核心业务流程，初步定位与设备通信、数据采集相关的模块，为后续功能开发做准备。

2.AI辅助开发初探

lBug修复场景：在集成代码过程中出现报错，通过将整个文件内容提交给AI，在其指导下完成了语法层面的Bug修复。
l功能开发瓶颈：针对“实现PPG、ECG、体动采样频率及间隔时间可设置”这一核心目标，虽尝试利用AI辅助，但最终未能实现预期功能。
lUI框架特性认知：了解到uView Modal组件的特性（自动移动到body末尾，通过CSS控制而非模板物理移动），但在实际应用中仍未完全达成效果。

3.问题与反思

lAI局限性凸显：AI在代码语法纠错、简单逻辑实现上表现出色，但在涉及复杂业务上下文、成套功能实现时显得力不从心。
l人工干预必要性：所有AI生成代码均需人工深度审查，尤其在业务逻辑连贯性、异常处理等关键环节，不能盲目信任。
l效率提升点：AI在基础模板生成、代码注释补充、工具函数编写等方面效率极高，可节省大量重复编码时间，但对于不熟悉业务语境的部分，仍需加强学习。

4.策略优化思考

l分步调试与验证：避免一次性让AI修改大段代码，应采取“小步快跑”策略，每次只修改一小部分，理解逻辑后再进行测试。
l利用AI进行“代码理解”：对于不熟悉的遗留代码，可先让AI解释其逻辑，快速熟悉项目后再进行修改。
l善用“Bug分析”功能：向AI反馈问题时，提供完整上下文（代码片段、报错信息、修改内容、期望行为），以便其更精准地定位问题。

l明日计划

  1. 优化AI交互策略：在指令中补充详细的项目上下文信息，尝试分步式提问，先分析后修改。
  2. 重点攻克功能实现：聚焦PPG、ECG、体动采样频率设置功能，结合AI建议与官方文档，深入理解业务逻辑后进行开发。
  3. 沉淀可复用代码块：将已通过AI辅助完成的简单模块整理为通用组件，标注人工优化点。还是得跟老同事沟通交流下。

l总结

l首日实践验证了“AI+人工”协同开发的可行性，但需明确AI定位为“高效助手”而非“全自动解决方案”。核心难点在于“精准描述需求”与“快速验证AI输出”，后续需通过更结构化的指令设计及更严谨的测试流程，逐步实现“AI辅助开发效能最大化”。
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  134. /yingpanguazai/ssd/ssd1/www/no.67808.cn/vendor/topthink/think-view/src/Think.php ( 8.38 KB )
  135. /yingpanguazai/ssd/ssd1/www/no.67808.cn/vendor/topthink/framework/src/think/contract/TemplateHandlerInterface.php ( 1.60 KB )
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  138. /yingpanguazai/ssd/ssd1/www/no.67808.cn/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  139. /yingpanguazai/ssd/ssd1/www/no.67808.cn/runtime/temp/6df755f970a38e704c5414acbc6e8bcd.php ( 12.06 KB )
  140. /yingpanguazai/ssd/ssd1/www/no.67808.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000562s ] mysql:host=127.0.0.1;port=3306;dbname=no_67808;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000735s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000588s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.001915s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000628s ]
  6. SELECT * FROM `set` [ RunTime:0.000239s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000659s ]
  8. SELECT * FROM `article` WHERE `id` = 464706 LIMIT 1 [ RunTime:0.000791s ]
  9. UPDATE `article` SET `lasttime` = 1770301100 WHERE `id` = 464706 [ RunTime:0.009024s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.000278s ]
  11. SELECT * FROM `article` WHERE `id` < 464706 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.005061s ]
  12. SELECT * FROM `article` WHERE `id` > 464706 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000633s ]
  13. SELECT * FROM `article` WHERE `id` < 464706 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001748s ]
  14. SELECT * FROM `article` WHERE `id` < 464706 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.018456s ]
  15. SELECT * FROM `article` WHERE `id` < 464706 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.012721s ]
0.155400s