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花了1.9亿Token打磨成的PPT Skill,开源了

  • 2026-11-09 09:57:47

花了1.9亿Token打磨成的PPT Skill，开源了

我平时用过二十多个 PPT Skill，看到又有人造轮子，第一反应就是想吐。但这个叫 luobo-ppt 的有点不一样——开发者砸了 1.9 亿 Token 打磨，现在直接开源了。

它参考了几个有名的同类工具，最后揉出了自己的特色：写大纲时字数超了就拦住，装不下自动换版式；排版有硬规则，行高按真实渲染算，强调色也有限量。最实在的是，它美化只换样子，你手改的版式绝不会被冲掉。

用法贼省事，全程靠自然语言跟 Agent 对话。准备好 Markdown 文件，让 AI 帮你拆页、选风格，几分钟就能出稿。最关键是它不用额外装几百兆的大型软件，照样能直接交付原生可编辑的 .pptx。

生成的文件打开全是能直接改的文本框，不是一张死图。标题、段落随时能调，每页还自带口播备注，做视频连逐字稿都省了。

项目地址在这，经常要把文章转成 PPT 的朋友可以试试：
https://github.com/zhouwei713/luobo-ppt

原文花了1.9亿Token才打磨成的PPT Skill，开源了
山西,45分钟前,
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PPT只有图片?这样转成可编辑文件

基本 文件 流程 错误 SQL 调试
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  2. 运行时间 : 0.074838s [ 吞吐率：13.36req/s ] 内存消耗：4,264.91kb 文件加载：140
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=eab3f8d816403ccbc561ccf4f269d469
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  1. CONNECT:[ UseTime:0.000495s ] mysql:host=172.18.0.4;port=3306;dbname=h_sjds;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000753s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000418s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000365s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000576s ]
  6. SELECT * FROM `set` [ RunTime:0.000344s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000607s ]
  8. SELECT * FROM `article` WHERE `id` = 564526 LIMIT 1 [ RunTime:0.000390s ]
  9. UPDATE `article` SET `lasttime` = 1794238392 WHERE `id` = 564526 [ RunTime:0.001246s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000318s ]
  11. SELECT * FROM `article` WHERE `id` < 564526 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000388s ]
  12. SELECT * FROM `article` WHERE `id` > 564526 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000384s ]
  13. SELECT * FROM `article` WHERE `id` < 564526 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000412s ]
  14. SELECT * FROM `article` WHERE `id` < 564526 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000507s ]
  15. SELECT * FROM `article` WHERE `id` < 564526 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000558s ]
0.086590s