二十一回合渡劫实录

{"type":"doc","content":[{"type":"paragraph","attrs":{"id":"7ded3ea9-3301-4791-90d7-2f6fe83822dc","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"6e7d3a76-66d5-4ef2-993e-22a5cc87ab97","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"从"衣来伸手"到"亲自下场""}]},{"type":"paragraph","attrs":{"id":"ff4b000c-8823-4f3f-adb6-af0c349c8f7f","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"做 sales 这些年，查数据这件事，原本压根不在我的技能树里。"}]},{"type":"paragraph","attrs":{"id":"a7a59ef7-5595-4a86-ac8b-06e8c50d553e","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"以前的画风是这样的：数据分析师是厨子，我是食客，张嘴就要，菜稍微上慢一点，我立刻甩出一个"@"——这是刻在销售基因里的本能反应，堪称"数字时代的拍桌子"。"}]},{"type":"paragraph","attrs":{"id":"2268a6db-665e-464c-933f-34fd23ddcf84","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"直到 AI 铺天盖地地杀过来，饭桌的规矩变了。现在轮到我自己下厨了，而且还美其名曰"与时俱进"。"}]},{"type":"heading","attrs":{"id":"6a2dc559-cbca-4754-b53e-9c1cb1c3698f","textAlign":"inherit","indent":0,"level":3,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"link","attrs":{"href":"https://zhida.zhihu.com/search?content_id=278062125&content_type=Article&match_order=1&q=Chat2DB&zhida_source=entity","target":"_blank","rel":"noopener noreferrer nofollow","class":"RichContent-EntityWord css-b7erz1"}},{"type":"bold"}],"text":"Chat2DB"},{"type":"text","marks":[{"type":"bold"}],"text":"登场，细糠吃上了"}]},{"type":"paragraph","attrs":{"id":"8abc4582-2cd3-4a72-9d24-6c7f409301a5","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"公司引进了一款 AI 数据管理工具 Chat2DB。培训会上产品经理讲得意气风发：统一管理多个数据库，自然语言问数，自然语言转 SQL，SQL 转自然语言，全员提效人人都能变成半个数据分析师。"}]},{"type":"image","attrs":{"id":"a8d088e9-f704-4985-bf41-98adc623859a","src":"https://developer.qcloudimg.com/http-save/audit-12591544/c2dd78f50c7bf3586df126dbc80faaca.jpg","extension":"","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":1440,"aspectRatio":0,"status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"217a1559-1cd2-4975-9b0d-8ec812a844c2","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"说实话，用起来确实还行。想要什么数据，问一句就有，作为一个连 SQL 长什么样都不知道的业务人员，这算是在 AI 时代吃上了"细糠"。"}]},{"type":"paragraph","attrs":{"id":"3454676e-0f1c-4241-81b0-77cf8eca0253","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"岁月静好，直到它更新了"},{"type":"text","marks":[{"type":"link","attrs":{"href":"https://zhida.zhihu.com/search?content_id=278062125&content_type=Article&match_order=1&q=MCP&zhida_source=entity","target":"_blank","rel":"noopener noreferrer nofollow","class":"RichContent-EntityWord css-b7erz1"}}],"text":"MCP"},{"type":"text","text":"和 CLI。这下有意思了，终于可以把它接到我自己的 AI 智能体上了！二话不说，给我的两个"智囊团"kimi 和 manus 都装上了数据分析的能力。"}]},{"type":"paragraph","attrs":{"id":"319c7f3f-7482-49c7-a55c-abab0e362251","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"平时用它们处理数据，是真快。我一度以为自己已经摸到了"人机协作"的门道。"}]},{"type":"image","attrs":{"id":"c5b0cb46-259c-47b3-a2c7-2af757b48fb3","src":"https://developer.qcloudimg.com/http-save/audit-12591544/faa394bc59d606b1867e83e18534d844.jpg","extension":"","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":1860,"aspectRatio":0,"status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"75348e93-6e93-4f52-a6ce-205fd4f84863","textAlign":"inherit","indent":0,"level":3,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"被短视频"种草""}]},{"type":"paragraph","attrs":{"id":"dc84a9d1-8b3e-4c20-a168-6ec62ebe3322","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"直到某天，刷短视频连续刷到好几条疯狂安利 work buddy 的内容。算法的力量是可怕的，理智没扛住"种草"的攻势，我还是手一抖下载了。"}]},{"type":"paragraph","attrs":{"id":"e3526570-bab8-4487-9db4-91034f987c26","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"同样的套路，连上 Chat2DB 的 MCP。"}]},{"type":"paragraph","attrs":{"id":"c887b2b7-e9d2-413d-ba93-f6ef9e688d77","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"带着几分期待，几分侥幸，我踏上了这场"渡劫"之旅——事后证明，这个词一点都不夸张。"}]},{"type":"image","attrs":{"id":"cc12360a-69ee-4406-b8c7-6106c5ae37e7","src":"https://developer.qcloudimg.com/http-save/audit-12591544/5556bd6be263a8409cb14e050aea90f7.jpg","extension":"","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":1250,"aspectRatio":0,"status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"991f40ba-d0a5-4a19-a1fe-447e315e53ad","textAlign":"inherit","indent":0,"level":3,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"二十一回合"大战"实录"}]},{"type":"paragraph","attrs":{"id":"b64cdffb-ade3-4daa-b5bc-9198364ea61d","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"月底要统计业务数据，我把提示词和指标要求一股脑丢给了 work buddy,满心以为这是一次"外包式"的解脱。"}]},{"type":"paragraph","attrs":{"id":"34f34647-5c95-43dc-85b9-56c25f2557eb","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"第一回：嗯，可以。指标挺全，还贴心地整了个 HTML 格式。定睛一看——口径不对，数据有误。"}]},{"type":"paragraph","attrs":{"id":"3968a1da-9d66-4191-81cd-f054445857be","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"第二回：老老实实查了各个数据库，确定了指标所在的表，数据终于对了。可图表不见了。"}]},{"type":"paragraph","attrs":{"id":"9eab981e-4ad7-40dd-a5c6-74e18b10f7fc","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"第三回：图表补上了一张。此时距离开局已经过去半小时，我的耐心条开始闪烁红光。"}]},{"type":"paragraph","attrs":{"id":"04dd7ff0-9db0-4eac-a31c-1c966e863526","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"第四回：内部板块的顺序被莫名其妙调换了。这不是解决问题，这是给我即将喷发的火山又加了两升汽油。"}]},{"type":"paragraph","attrs":{"id":"a2f8497b-b20a-4844-8e75-2cedb9b04088","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"第五回：图表标签重叠成了一团马赛克。我彻底破防——这些都是不该出现的基础错误。"}]},{"type":"paragraph","attrs":{"id":"51c28dad-d1f7-4880-80bd-b1e7ed2790a5","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"第六回：决定换个模型试试,上了"},{"type":"text","marks":[{"type":"link","attrs":{"href":"https://zhida.zhihu.com/search?content_id=278062125&content_type=Article&match_order=1&q=DeepSeek V4&zhida_source=entity","target":"_blank","rel":"noopener noreferrer nofollow","class":"RichContent-EntityWord css-b7erz1"}}],"text":"DeepSeek V4"},{"type":"text","text":"。结果好家伙,内容格式全变了,图表直接退化成了表格。"}]},{"type":"paragraph","attrs":{"id":"30bbdadf-0913-400f-9f63-09ee73cc2946","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"第七回：把最初的链接甩回去重新生成。图表这回干脆彻底消失,连"演都不演了"。"}]},{"type":"paragraph","attrs":{"id":"9b3c14d6-ace7-4c07-b9a0-8bb89d7a07f5","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"第八回：再换模型,上了"互联网王者"GLM 5.2。标签又双叒乱了。我一边深呼吸一边在心里默念"莫生气莫生气,人生就像一场戏"。"}]},{"type":"paragraph","attrs":{"id":"a4533799-5bf3-47c0-b010-8304bf1cb5dd","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"第九回、第十回……：略。不是不想写，是写多了显得我这文章比 work buddy 生成的报告还啰嗦。"}]},{"type":"paragraph","attrs":{"id":"b9d5de0d-7d4e-4360-af5b-8eb8ba8fcc29","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"大战二十一个回合之后，输出终于和我最初拿到的那版对齐了。"}]},{"type":"paragraph","attrs":{"id":"ad83c87c-03db-4b83-8d11-ec588076dccd","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"讽刺的是，我从头到尾要的东西极其朴素：在最初输出的基础上，把数据准确就行。"}]},{"type":"image","attrs":{"id":"85e2162f-f48d-46d9-97b1-441b6f363d39","src":"https://developer.qcloudimg.com/http-save/audit-12591544/c2cc8b1217d19eaed8e6d490b8d60e80.jpg","extension":"","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":680,"aspectRatio":0,"status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"ca5c0b1d-c65e-4d0b-b806-1af51ae22820","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"一个半小时后的自我拷问"}]},{"type":"paragraph","attrs":{"id":"f94bada6-28d0-45bc-ae90-88d4ef1c953b","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"鏖战一个半小时，身心俱疲,抬头一看，已经 20:30。"}]},{"type":"paragraph","attrs":{"id":"4933ad6a-6cae-45fe-943f-8b94c7367850","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"走在回去的路上，我一直在想一个问题：网上那些"Agent 如何提效""如何一键解决问题"的结论，到底是怎么得出来的?"}]},{"type":"paragraph","attrs":{"id":"d0431e19-604f-4e5a-9e72-0f0b48dfaa45","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"是我用得不对，还是宣传片本身就自带十倍滤镜?"}]},{"type":"paragraph","attrs":{"id":"ddea0f62-5c7c-4b57-8338-ac99bc0f9da7","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"至于答案是什么，我暂时还没想明白。但至少现在，再看到"AI Agent 一键提效"的标题，我会先在心里默默补一句：—— 循环数，可能没写在标题里。"}]},{"type":"paragraph","attrs":{"id":null,"textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}}]}","createTime":1782888037,"ext":{"closeTextLink":0,"comment_ban":0,"description":"","focusRead":0},"favNum":0,"html":"","isOriginal":0,"likeNum":0,