WorkBuddy 亲测：用 AI 做 A 股深度投研分析：从 2 小时压到 20 分钟

{"type":"doc","content":[{"type":"blockquote","attrs":{"id":"76f9f6d1-94f5-44f8-9d93-540aafcc541a","textAlign":"inherit","isHoverDragHandle":false},"content":[{"type":"paragraph","attrs":{"id":"470e2b50-9535-4138-9c75-2556f7306d11","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"专栏：AI 与大数据 | 来源：原创 | 标签：#WorkBuddy #AI效率工具 #办公自动化 #投研分析"}]}]},{"type":"horizontalRule","attrs":{"id":"d7db255b-ca4f-42c9-b2df-184c72c8aeac","isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"efc773d6-ea95-457d-8223-d79e08c8d926","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","text":"一、痛点：一个投研分析师的日常"}]},{"type":"paragraph","attrs":{"id":"4deef64b-40a5-4534-aa7b-435098ebe0ca","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"我主要覆盖 A 股温控赛道（胜宏科技300476）、半导体封装（长电科技 600584）和光通信板块。做一只股票的深度分析，传统流程是这样的："}]},{"type":"orderedList","attrs":{"id":"9bfe7d30-62a2-4f38-971c-cad9764d7694","start":1,"isHoverDragHandle":false},"content":[{"type":"listItem","attrs":{"id":"22a86fcf-11b1-4790-abf1-96229aa713c8"},"content":[{"type":"paragraph","attrs":{"id":"60afc0b5-6b7e-4999-a340-5dd519eb5b84","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"信息收集"},{"type":"text","text":"（30-40 分钟）：财报、公告、新闻、券商研报，分散在 6-7 个网站，一个个翻"}]}]},{"type":"listItem","attrs":{"id":"a5aae220-8e62-4a5f-ae77-22f9dfef852f"},"content":[{"type":"paragraph","attrs":{"id":"d7a2b846-5bd5-4873-b14a-c9bd220d3a7e","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"信息验证"},{"type":"text","text":"（20-30 分钟）：同一个消息，东财说是这样，雪球说是那样，到底信哪个？"}]}]},{"type":"listItem","attrs":{"id":"315564da-1e6a-4c29-9c90-cdd9dd74a9d8"},"content":[{"type":"paragraph","attrs":{"id":"8ffd22ba-38ce-4e8f-b7c6-baa1079152c0","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"财务分析"},{"type":"text","text":"（30 分钟）：打开 Excel、同花顺 F10、Wind，手动拉数据、算指标"}]}]},{"type":"listItem","attrs":{"id":"ec60a028-c7c4-40ef-b417-9d12bba84ca7"},"content":[{"type":"paragraph","attrs":{"id":"d334fe84-04a4-4de6-9cc3-ebaef151a411","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"写成报告"},{"type":"text","text":"（40 分钟）：结构化写作，表格、图表、结论，反复调格式"}]}]}]},{"type":"paragraph","attrs":{"id":"a49b8e84-fff1-4648-8847-cc28b819b19f","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"一趟下来 2 小时打底。如果覆盖 5 只自选股，一天就没了。"}]},{"type":"paragraph","attrs":{"id":"e6d1016d-0a52-4a3f-a6a0-71fc5438e5e5","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"直到开始用 WorkBuddy，我发现这套流程可以被大幅压缩。"}]},{"type":"horizontalRule","attrs":{"id":"41cd6cf3-b931-417b-abd4-edaf84872677","isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"8ed85be0-b73d-419f-a666-41c0e1d85b3f","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","text":"二、WorkBuddy 投研工作流全景"}]},{"type":"image","attrs":{"id":"dd43b3ce-4e9e-4818-a47c-7cccbe5f350c","src":"https://developer.qcloudimg.com/http-save/audit-12588489/6833b62a6f3954e2cd4684f955fa02a7.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":1097,"aspectRatio":"1.694737","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"99f19852-f8a8-424f-a12c-4bb84c2c1b8a","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"75cde77b-31bc-4c32-9f0d-89830135bc7c","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"WorkBuddy 不是简单的聊天机器人。它的核心优势在于"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"技能系统（Skills）"},{"type":"text","text":"——你可以把一套标准的投研方法论封装成 Skill，让它按固定框架执行。我装了以下几个关键 Skill："}]},{"type":"table","attrs":{"id":"a20060ee-0c35-4ede-97a0-06164987fb7a","isHoverDragHandle":false},"content":[{"type":"tableRow","content":[{"type":"tableHeader","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"style":"border-right: 1px solid rgb(235, 235, 235); border-bottom: 1px solid rgb(235, 235, 235); background: none 0% 0% / auto repeat scroll padding-box border-box rgb(247, 247, 247); font-weight: 600; padding: 8px 16px;"},"content":[{"type":"paragraph","attrs":{"id":"8f4259ac-86ec-41b4-b769-fe3ee2089dec","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"技能"}]}]},{"type":"tableHeader","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"style":"border-right-width: medium; border-right-style: none; border-right-color: currentcolor; border-bottom: 1px solid rgb(235, 235, 235); background: none 0% 0% / auto repeat scroll padding-box border-box rgb(247, 247, 247); font-weight: 600; padding: 8px 16px;"},"content":[{"type":"paragraph","attrs":{"id":"b0cdb6b6-c117-4427-839e-4d4f79e22973","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"作用"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"border-right: 1px solid rgb(235, 235, 235); border-bottom: 1px solid rgb(235, 235, 235); padding: 8px 16px;"},"content":[{"type":"paragraph","attrs":{"id":"124682c2-c12e-4d12-bf26-005397a6a74d","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"新闻抓取技能"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"border-right-width: medium; border-right-style: none; border-right-color: currentcolor; border-bottom: 1px solid rgb(235, 235, 235); padding: 8px 16px;"},"content":[{"type":"paragraph","attrs":{"id":"aade9c9b-48aa-4c67-8b18-fb3a093bbcaa","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"按四层法（公告→官网→券商研报→新闻）逐级验证信息"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"border-right: 1px solid rgb(235, 235, 235); border-bottom: 1px solid rgb(235, 235, 235); padding: 8px 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border-right-color: currentcolor; border-bottom: 1px solid rgb(235, 235, 235); padding: 8px 16px;"},"content":[{"type":"paragraph","attrs":{"id":"cfb9341c-eea3-4199-a116-335c2748c24c","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"产能爬坡分析与利润测算"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"border-right: 1px solid rgb(235, 235, 235); border-bottom: 1px solid rgb(235, 235, 235); padding: 8px 16px;"},"content":[{"type":"paragraph","attrs":{"id":"d62eb35e-9cac-4632-8ef2-ea6979ccd317","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"AI 交叉验证"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"border-right-width: medium; border-right-style: none; border-right-color: currentcolor; border-bottom: 1px solid rgb(235, 235, 235); padding: 8px 16px;"},"content":[{"type":"paragraph","attrs":{"id":"85893214-dc32-45f6-aff9-e008f5dd0b18","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"用独立 AI Agent 对分析结论做逻辑校验"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"border-right: 1px solid rgb(235, 235, 235); border-bottom-width: medium; border-bottom-style: none; border-bottom-color: currentcolor; padding: 8px 16px;"},"content":[{"type":"paragraph","attrs":{"id":"45ea47e1-d2f8-4c40-a2ba-bd4b8a32e27c","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"机构预测加权计算"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"border-right-width: medium; border-right-style: none; border-right-color: currentcolor; border-bottom-width: medium; border-bottom-style: none; border-bottom-color: currentcolor; padding: 8px 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一句话搞定信息验证"}]},{"type":"paragraph","attrs":{"id":"fb543875-408f-4d29-a335-3c8c576941f5","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"以前我要手动翻巨潮资讯网、互动易、东财研报、财联社，现在只需要一句指令："}]},{"type":"blockquote","attrs":{"id":"bfefb639-4d01-41ac-bbb3-0c0124bf29b5","textAlign":"inherit","isHoverDragHandle":false},"content":[{"type":"paragraph","attrs":{"id":"6c956169-0a0e-4be7-aa37-b494cd1ed484","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"「对英维克做一次四层新闻追踪，重点看液冷业务订单、产能爬坡、客户认证进展」"}]}]},{"type":"image","attrs":{"id":"f635333f-5b4f-4bd6-87a6-0d7bb306e83e","src":"https://developer.qcloudimg.com/http-save/audit-12588489/15870531f9484c73c3031de7b3aa6238.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":1097,"aspectRatio":"1.469657","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"3f4ce09a-fa1c-482b-abcf-c0d1c0b2f9f0","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"c0baae58-3374-4f01-b98b-5b9fccc7d3eb","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"WorkBuddy 会自动按"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"四层信息可信度"},{"type":"text","text":"逐级检索："}]},{"type":"bulletList","attrs":{"id":"424282aa-4752-44d3-abb7-d00272d9fd11","isHoverDragHandle":false},"content":[{"type":"listItem","attrs":{"id":"01bb5b47-cad7-47af-831b-f39fd0d64864"},"content":[{"type":"paragraph","attrs":{"id":"8f40eed7-38ad-4925-b9bf-eaa061572f1c","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"① 公告层"},{"type":"text","text":"：查英维克最新公告、季报、重大合同披露"}]}]},{"type":"listItem","attrs":{"id":"4a10d4db-cd1a-4491-9087-dbc3431f972f"},"content":[{"type":"paragraph","attrs":{"id":"4f405f3b-f080-4777-ad53-4626f97e32ec","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"② 官网 互动易层"},{"type":"text","text":"：查董秘回复、投资者问答"}]}]},{"type":"listItem","attrs":{"id":"5563fdea-fa59-4f2e-87b9-f1b2887d78e4"},"content":[{"type":"paragraph","attrs":{"id":"0ea096a7-9860-4b9d-8278-71079d810dd7","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"③ 券商研报层"},{"type":"text","text":"：汇总近一个月券商观点"}]}]},{"type":"listItem","attrs":{"id":"527476e6-885a-4446-b506-cfbf00b5f1da"},"content":[{"type":"paragraph","attrs":{"id":"f069d8bb-5040-4d38-b13d-4e02ad38bfd9","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"④ 新闻层"},{"type":"text","text":"：交叉验证媒体报道，标注可靠性等级"}]}]}]},{"type":"paragraph","attrs":{"id":"35374327-0ee1-499a-b4a1-5cb959142235","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"关键是"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"数据冲突时自动按高层级优先"},{"type":"text","text":"。比如有新闻报道「英维克获得某大厂订单」，但公告层未确认，系统会标注「尚未在公告中得到确认，可靠性：低」。这个逻辑验证以前要手动做，现在全自动。"}]},{"type":"heading","attrs":{"id":"fa0232c0-d383-4bf6-be54-a0e2ae9dc0f5","textAlign":"inherit","indent":0,"level":3,"isHoverDragHandle":false},"content":[{"type":"text","text":"步骤 2：深度财务分析 — 3 分钟出结构化报告"}]},{"type":"paragraph","attrs":{"id":"420cbbb0-0ebf-4b8b-bbba-232f07c45c8d","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"用 "},{"type":"text","marks":[{"type":"code"}],"text":"stock-deep-analysis"},{"type":"text","text":" 技能："}]},{"type":"blockquote","attrs":{"id":"f886d33c-9f83-42b2-b212-597d6e477e5f","textAlign":"inherit","isHoverDragHandle":false},"content":[{"type":"paragraph","attrs":{"id":"e39b691f-b652-4f22-9e6c-989fa8799372","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"「分析英维克 002837，按固定框架输出：财务数据、业务结构、扩产计划、竞争格局、风险清单」"}]}]},{"type":"image","attrs":{"id":"40851521-edde-415b-a17c-e4cf122c977c","src":"https://developer.qcloudimg.com/http-save/audit-12588489/e59f29f6b88d33cc5d1df0f0327dc3a2.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":1097,"aspectRatio":"1.466706","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"301d5e27-e5ad-48b1-be0f-2ac878e6216c","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"4f8825f7-42c2-4b3f-9f9e-71c5fd36844c","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"系统会自动抓取东方财富、同花顺 F10 的数据，输出结构化报告。关键指标一目了然："}]},{"type":"bulletList","attrs":{"id":"5b7d2f03-097b-48fc-a883-77b68dcfc721","isHoverDragHandle":false},"content":[{"type":"listItem","attrs":{"id":"dc278b57-e9da-455c-80ff-03382bf7abd6"},"content":[{"type":"paragraph","attrs":{"id":"5ed745c0-b667-401c-a6a8-3547036d4c6e","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"PE（动态）、PB、ROE 口径统一，基准一致"}]}]},{"type":"listItem","attrs":{"id":"34b505a4-ec3a-42c6-8017-c83fdebfb594"},"content":[{"type":"paragraph","attrs":{"id":"127bf1d6-0d48-4093-9e43-31270ce94cc4","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"营收构成自动拆解（机房温控 vs 机柜温控 vs 轨交空调 vs 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"},{"type":"text","marks":[{"type":"code"}],"text":"stock-deep-analysis"},{"type":"text","text":"（依赖前者的数据），否则分析报告缺少四层验证标注"}]}]},{"type":"listItem","attrs":{"id":"5025d50a-fd64-4a60-8c1c-8ed53ef37cb5"},"content":[{"type":"paragraph","attrs":{"id":"b8b77bdd-9930-49fd-ba9c-359c6d32d0cd","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"模型选择有讲究"},{"type":"text","text":"：深度分析用默认模型，简单查询切轻量模型，省积分"}]}]},{"type":"listItem","attrs":{"id":"8ac5d0bd-2b86-4085-9437-7a8b702258f6"},"content":[{"type":"paragraph","attrs":{"id":"30d889a2-ac2f-4edd-a89c-1f857af1f493","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"Ask 模式省积分"},{"type":"text","text":"：纯查询类操作（如查看已有报告）用 Ask 模式，不做实际修改，积分消耗更低"}]}]},{"type":"listItem","attrs":{"id":"b01c9fdb-f536-4d1b-8652-aa5f3e2d4a5f"},"content":[{"type":"paragraph","attrs":{"id":"1ccf40cb-fc9e-4d32-aa0f-cea24be42857","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"截图要 3 张以上"},{"type":"text","text":"：发文冲精选档，截图是最直接的加分项。建议每一步都截一张关键画面"}]}]}]},{"type":"horizontalRule","attrs":{"id":"3c26887e-df28-4bc1-a68b-0dafec5dd9b6","isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"9f59953b-5466-45d6-86e1-bf12b118d368","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","text":"六、总结"}]},{"type":"paragraph","attrs":{"id":"b6c8cf7e-2352-480b-8486-bcf24884ad15","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"WorkBuddy 不是替代投研判断，而是把"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"信息收集、验证、格式化"},{"type":"text","text":"这些「体力活」自动化，让你把精力集中在"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"真正的判断"},{"type":"text","text":"上。"}]},{"type":"paragraph","attrs":{"id":"1d18fa0f-5edd-4a2a-9126-7a6d068df541","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"1e9e0cf4-5854-44cc-8972-5759aaa4c7b6","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"如果你也是 A 股/港股研究员，强烈建议试试这个工作流。一只股票的深度分析从 2 小时压到 20 分钟不是夸张，是我实测的数据。"}]}]}","createTime":1782741511,"ext":{"closeTextLink":0,"comment_ban":0,"description":"","focusRead":0},"favNum":0,"html":"","isOriginal":0,"likeNum":0,