worldquant-alpha-system/docs/worldquant-knowledge-base/06-sources/forum-review-2026.csv

post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_retrieved,comments_complete,knowledge_files
43322521365143,2026-09-08T06:16:19Z,2026-09-10T23:14:24Z,【Region-Agnostic】一键批量将所有OS Regular Alpha 重跑为 ALL/D1 的脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/43322521365143,engineering,synthesized,5,True,03-engineering/2026-operating-lessons.md
43320471694999,2026-09-08T02:27:17Z,2026-09-11T00:09:25Z,05-AI精选合集：创建一个具有BRAIN全部知识、金融博士、计算机博士的免费助手,https://support.worldquantbrain.com/hc/en-us/community/posts/43320471694999,guides,synthesized,0,True,02-ai-mining/2026-methods-and-failures.md
43320365312023,2026-09-08T02:20:53Z,2026-09-10T07:49:57Z,新顾问福利：Grand Master 1v1 Advisory 答疑辅导,https://support.worldquantbrain.com/hc/en-us/community/posts/43320365312023,events,synthesized,0,True,04-platform/current-updates.md
43319649278359,2026-09-08T01:16:05Z,2026-09-10T08:36:15Z,严正公告：严禁将 BRAIN 平台内容发布至第三方平台,https://support.worldquantbrain.com/hc/en-us/community/posts/43319649278359,general,synthesized,2,True,04-platform/current-updates.md
43309848501783,2026-09-07T15:47:18Z,2026-09-10T16:10:03Z,【比赛攻略】ARC2026 全区域赛（All Region Competition 2026）一文读懂：赛制、评分、奖金与冲榜技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/43309848501783,events,synthesized,1,True,04-platform/current-updates.md
43269155035799,2026-09-05T02:52:22Z,2026-09-10T12:59:22Z,【电子鸡蛋】免费AI站点（公益站）分享,https://support.worldquantbrain.com/hc/en-us/community/posts/43269155035799,ai,synthesized,1,True,02-ai-mining/2026-methods-and-failures.md
43208281917591,2026-09-03T02:27:56Z,2026-09-10T12:40:24Z,03-【进阶学习】Super Alpha 每日获得额外1-60USD，来此学习,https://support.worldquantbrain.com/hc/en-us/community/posts/43208281917591,portfolio,synthesized,0,True,04-platform/superalpha-collection-review.md
43181411147287,2026-09-02T10:44:26Z,2026-09-11T00:05:03Z,【Alpha Idea】谁在付 Spread？——订单流攻击性、半衰期分层与一个双引擎架构的诞生,https://support.worldquantbrain.com/hc/en-us/community/posts/43181411147287,ideas,synthesized,2,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
43179860065303,2026-09-02T08:17:04Z,2026-09-10T16:41:30Z,"【Alpha Idea】维基百科关注度的""突压""信号(sent)在德国DEU市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179860065303,ideas,synthesized,3,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
43179521660823,2026-09-02T07:35:26Z,2026-09-10T12:57:34Z,"【Alpha Idea】不看幅度看""显著性""：一个信噪比（SNR）模板在 USA / GLB / EUR 三个市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179521660823,ideas,synthesized,1,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
43179259800471,2026-09-02T07:12:12Z,2026-09-09T02:13:27Z,02-【进阶学习】API优化、模版、自制数据、wqb、本地自相关检测等进阶合集,https://support.worldquantbrain.com/hc/en-us/community/posts/43179259800471,guides,synthesized,0,True,03-engineering/advanced-collection-review.md
43151729306647,2026-09-01T13:11:24Z,2026-09-10T12:59:46Z,【Alpha Idea】机构持仓变化与拥挤反转：institutions18 在 GLB 市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43151729306647,ideas,synthesized,0,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
43147371557015,2026-09-01T08:24:29Z,2026-09-10T08:02:13Z,【9月主题活动】Alpha Idea and Implementation 征文活动 —— 展现你的研究实力！,https://support.worldquantbrain.com/hc/en-us/community/posts/43147371557015,events,synthesized,0,True,00-restart/2026-timeline.md;04-platform/current-updates.md;06-sources/curated.md;09-experience-lessons/competition-evidence.md
43087031637527,2026-08-29T05:39:26Z,2026-09-09T01:48:36Z,【免费AI工具使用】之 ZCode 桌面版 【3亿token 免费】GLM5.3模型,https://support.worldquantbrain.com/hc/en-us/community/posts/43087031637527,events,screened,0,True,
43085454784535,2026-08-29T02:21:57Z,2026-09-10T16:07:50Z,本地check ppc的完整方法及代码，助你GLB PPA开发一臂之力,https://support.worldquantbrain.com/hc/en-us/community/posts/43085454784535,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md;08-alpha-optimization/portfolio-and-correlation.md
43067045830679,2026-08-28T14:10:52Z,2026-09-10T15:47:31Z,分享一下ZCode送3亿GLM‑5.3‑Flash 模型 token活动。,https://support.worldquantbrain.com/hc/en-us/community/posts/43067045830679,events,screened,0,True,
43058251853847,2026-08-28T02:23:03Z,2026-09-09T15:42:57Z,获取 WorldQuant 每天剩余回测次数、已回测次数,https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md
43031577079575,2026-08-27T08:00:38Z,2026-09-09T14:36:48Z,新人顾问心得，尝试通过Robust测试（一边修改一边写帖子）,https://support.worldquantbrain.com/hc/en-us/community/posts/43031577079575,lessons,synthesized,0,True,09-experience-lessons/failure-casebook.md
43031425132823,2026-08-27T07:41:24Z,2026-09-10T15:55:47Z,和AI学点手搓小知识-vec操作符解析,https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823,optimization,screened,0,True,
43030071187479,2026-08-27T02:21:08Z,2026-09-09T12:08:33Z,01-【新人必读】新顾问入门指南！,https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479,guides,screened,1,True,
43006316208151,2026-08-26T12:39:42Z,2026-09-10T11:31:24Z,【组合层心法】Combined Alpha 冲 2.0 不是堆出来的：一条四季爬升线里的少交比多交强,https://support.worldquantbrain.com/hc/en-us/community/posts/43006316208151,portfolio,synthesized,0,True,08-alpha-optimization/portfolio-and-correlation.md
43002825233687,2026-08-26T08:04:33Z,2026-09-10T14:16:28Z,🌟 玩转 Osmosis：让你的 Alphas 成为最高 2 倍收益放大器！(机制详解与实操指南),https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687,portfolio,synthesized,2,True,04-platform/portfolio-osmosis.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
42981290349463,2026-08-25T14:24:44Z,2026-09-10T14:15:39Z,一个skill让AI不再混信号,https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463,ai,synthesized,0,True,02-ai-mining/2026-methods-and-failures.md
42975079714839,2026-08-25T08:53:50Z,2026-09-10T15:52:17Z,免费体验 MiniMax‑M3！GMI Cloud 限时 14 天无限制调用福利,https://support.worldquantbrain.com/hc/en-us/community/posts/42975079714839,events,screened,0,True,
42972530812183,2026-08-25T03:58:37Z,2026-09-09T23:05:54Z,Region Agnostic Alpha (RAA) 详解 — 新手入门指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183,general,screened,0,True,
42955680180247,2026-08-24T16:05:41Z,2026-09-10T15:47:34Z,【SPC实战】信号衰减5-7天：数据源“时效性”比“全面性”更重要,https://support.worldquantbrain.com/hc/en-us/community/posts/42955680180247,general,synthesized,0,True,04-platform/spc.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
42945861800983,2026-08-24T09:08:41Z,2026-09-10T14:18:34Z,【🐉龙虎榜·卷四】季度奖揭榜，VF 为纲——谁人乘龙，谁人执印？,https://support.worldquantbrain.com/hc/en-us/community/posts/42945861800983,events,screened,0,True,
42943436447127,2026-08-24T04:09:19Z,2026-09-10T17:03:52Z,【测试】相对文件名路径验证帖,https://support.worldquantbrain.com/hc/en-us/community/posts/42943436447127,general,screened,0,True,
42801904467607,2026-08-18T07:14:53Z,2026-09-09T08:43:39Z,[AI工具]让AI打工人使用免费的deepseek(freebuff反向代理),https://support.worldquantbrain.com/hc/en-us/community/posts/42801904467607,ai,screened,0,True,
42775887653399,2026-08-17T13:07:37Z,2026-09-10T10:49:38Z,"Combined Alpha Performance 连续四季爬升，本季度突破 2.0：一条""从负数到2""的实证轨迹",https://support.worldquantbrain.com/hc/en-us/community/posts/42775887653399,portfolio,screened,0,True,
42774450536343,2026-08-17T12:12:11Z,2026-09-10T05:48:14Z,【大角羊】💰 每天14:30，微信自动把昨天的 Base Payment 账单送到你手上（RA/SA 分项 · 开箱即用）,https://support.worldquantbrain.com/hc/en-us/community/posts/42774450536343,general,screened,0,True,
42772611660823,2026-08-17T10:05:06Z,2026-09-10T04:32:34Z,【经验分享】分享一个combine稳定2+，最高3.23的ppa池子分布，以及分享做ppa的经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42772611660823,lessons,screened,0,True,
42771962021143,2026-08-17T08:55:07Z,2026-09-09T13:33:00Z,【AI 挖 Alpha】晒晒自己最近 AI 挖 Alpha 用了多少 Token 吧！,https://support.worldquantbrain.com/hc/en-us/community/posts/42771962021143,ai,screened,0,True,
42757091114647,2026-08-16T07:52:17Z,2026-09-10T10:50:43Z,免费使用DeepSeek V4 Pro,https://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647,general,screened,3,True,
42756641286295,2026-08-16T06:34:33Z,2026-09-07T14:41:38Z,base记录,https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295,general,screened,0,True,
42756136847639,2026-08-16T05:11:27Z,2026-09-06T10:11:25Z,AI打工人适配Opencode go套餐,https://support.worldquantbrain.com/hc/en-us/community/posts/42756136847639,ai,screened,0,True,
42743732814999,2026-08-15T11:17:48Z,2026-09-08T03:31:11Z,Claude Code Router 和quantflow不兼容的解决办法,https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999,ai,screened,0,True,
42740521405463,2026-08-15T04:01:48Z,2026-09-09T10:14:40Z,【大角羊】📱💻 电脑上的 Pi × 手机钉钉 双向通信——从零搭建全教程（零公网 · 零成本 · 开机自启）】,https://support.worldquantbrain.com/hc/en-us/community/posts/42740521405463,general,screened,0,True,
42738237663639,2026-08-15T00:37:15Z,2026-09-08T03:31:10Z,Claude Code 第三方模型使用搜索的利器——EXA,https://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639,ai,screened,0,True,
42721824181271,2026-08-14T14:28:28Z,2026-09-08T10:00:54Z,把 Self-Correlation 搬到本地：用 daily-pnl 精确复现平台口径（实测最大误差 0.00004）,https://support.worldquantbrain.com/hc/en-us/community/posts/42721824181271,portfolio,synthesized,0,True,03-engineering/correlation.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
42720875852439,2026-08-14T13:56:37Z,2026-09-10T08:23:10Z,【7月新顾问分享】新人如何从每天0产出到每天稳定产出alpha经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42720875852439,lessons,screened,0,True,
42714622464407,2026-08-14T06:16:44Z,2026-09-09T14:41:30Z,CNHKMCP QuantFlow 提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407,ai,screened,1,True,
42691768951447,2026-08-13T14:10:35Z,2026-09-06T10:12:05Z,CLIProxyAPI桌面版，搭配opencode-go，实现与QuantFlow的配合,https://support.worldquantbrain.com/hc/en-us/community/posts/42691768951447,engineering,screened,0,True,
42686571665303,2026-08-13T09:20:16Z,2026-09-09T17:47:20Z,【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303,general,screened,0,True,
42662873714711,2026-08-12T13:39:07Z,2026-09-09T18:59:19Z,AI模板库分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711,ai,screened,0,True,
42587179348119,2026-08-09T13:34:48Z,2026-09-06T10:12:24Z,GBR/DEU新地区不出货？多图解析新地区Alpha首周全球提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/42587179348119,general,screened,0,True,
42585946296855,2026-08-09T11:25:38Z,2026-09-06T10:12:32Z,分享一个连接插件中prodmemo和python的一个小脚本，帮助大家可以将页面上缓存的pc拿到python里用,https://support.worldquantbrain.com/hc/en-us/community/posts/42585946296855,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md
42549574041367,2026-08-07T15:11:16Z,2026-09-10T18:55:47Z,普通 Alpha 到顶级 Alpha 的优化执行手册,https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367,optimization,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md
42519002511767,2026-08-06T13:40:05Z,2026-09-09T17:47:22Z,【经验分享】Python Alpha 30名心得：从 FastExpr 到 Python，我用 17 个 alpha 趟出来的一条路,https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767,lessons,synthesized,0,True,00-restart/corrections.md;02-ai-mining/python-alpha.md;06-sources/curated.md
42513832186263,2026-08-06T08:10:32Z,2026-09-06T10:12:57Z,【7月新顾问分享】从“用户阶段好用”到“顾问阶段跑通”,https://support.worldquantbrain.com/hc/en-us/community/posts/42513832186263,general,screened,0,True,
42513455206423,2026-08-06T07:24:54Z,2026-09-08T01:17:09Z,【7月新顾问分享】从盲目试错到建立可复盘的 Alpha ai研究流程。 随着大模型的增强，我个人认为skill是无用之举，并且会限制你的ai去挖掘更多方向,https://support.worldquantbrain.com/hc/en-us/community/posts/42513455206423,lessons,synthesized,0,True,02-ai-mining/research-workflow.md;06-sources/curated.md
42509573118999,2026-08-06T01:10:42Z,2026-09-09T01:48:44Z,"AI: GLB analyst16 -- 从""潜力 Alpha""到""成功 Alpha""：一次成功挖掘regular alpha的复盘",https://support.worldquantbrain.com/hc/en-us/community/posts/42509573118999,lessons,screened,7,True,
42487308197783,2026-08-05T12:29:10Z,2026-09-09T01:48:43Z,TRAE 自动化定时任务 + 电脑控制：让 AI的Alpha 优化永不卡死，全程零人工盯屏,https://support.worldquantbrain.com/hc/en-us/community/posts/42487308197783,optimization,screened,0,True,
42460800447895,2026-08-04T14:16:29Z,2026-09-09T01:48:41Z,关于华子哥插件显示数据集表现的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/42460800447895,data,screened,0,True,
42455010729367,2026-08-04T09:08:28Z,2026-09-08T04:37:34Z,【经验分享】省钱！！Context 与 Token 极致瘦身的 3 大技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/42455010729367,lessons,screened,0,True,
42425230653719,2026-08-03T11:12:47Z,2026-09-09T08:57:13Z,【资源分享】基于腾讯IMA的 WorldQuant BRAIN 论坛高价值(GM)经验总结知识库,https://support.worldquantbrain.com/hc/en-us/community/posts/42425230653719,lessons,screened,1,True,
42423993843735,2026-08-03T09:16:29Z,2026-09-09T06:13:30Z,【2026.08月活动】给回测服务器上点压力！提升回测数量是提交alpha的前提,https://support.worldquantbrain.com/hc/en-us/community/posts/42423993843735,events,screened,10,True,
42423399281815,2026-08-03T08:06:20Z,2026-09-09T12:13:16Z,【经验分享】：弱推理模型提示词工程思路,https://support.worldquantbrain.com/hc/en-us/community/posts/42423399281815,lessons,screened,0,True,
42407253630359,2026-08-02T06:45:01Z,2026-09-09T11:47:39Z,【Tie breaker criteria篇】一文告诉你如何GOLD直通Grandmaster！（下篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/42407253630359,general,screened,10,True,
42406158561943,2026-08-02T04:01:39Z,2026-09-09T06:25:32Z,【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decision,https://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943,optimization,synthesized,7,True,02-ai-mining/research-workflow.md;03-engineering/architecture.md;06-sources/curated.md
42403326870423,2026-08-01T23:06:55Z,2026-09-09T06:25:51Z,【工作流分享】我用reasonix 以正式版deepseek4flash 13小时花费3.5rmb 挖到一个美国因子,https://support.worldquantbrain.com/hc/en-us/community/posts/42403326870423,ai,screened,7,True,
42359440646551,2026-07-31T02:03:08Z,2026-09-10T08:54:18Z,"使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PC",https://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551,ai,screened,11,True,
42304810788375,2026-07-29T07:28:45Z,2026-09-09T06:26:21Z,【Quant101】工具开源：FastPlus —— 大模型友好的本地 Fast Expression 解析器,https://support.worldquantbrain.com/hc/en-us/community/posts/42304810788375,ai,screened,2,True,
42304698341399,2026-07-29T07:08:46Z,2026-09-06T06:42:12Z,新顾问专属｜GAC 2026火热进行中，8月9日前所有GLB D1 Pure PowerPool Alpha均可参赛！,https://support.worldquantbrain.com/hc/en-us/community/posts/42304698341399,general,screened,4,True,
42302637812503,2026-07-29T03:17:49Z,2026-09-10T16:42:52Z,📢 BRAIN 中国区意见与建议留言墙,https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503,ai,screened,102,True,
42302363145879,2026-07-29T03:00:25Z,2026-09-08T03:31:25Z,【龙虎榜·卷三】Combine新章鸣锣，VF季榜神州十八骑绝尘，榜更迟来群雄逐鹿，新赛季首更谁立潮头？,https://support.worldquantbrain.com/hc/en-us/community/posts/42302363145879,lessons,screened,1,True,
42274443124119,2026-07-28T04:37:43Z,2026-09-09T13:20:37Z,【工作流分享】我把整套 BRAIN 挖矿流程写成了 5 个 Agent Skill（含使用教程 + 真实实验记录 + 全套文件打包下载）,https://support.worldquantbrain.com/hc/en-us/community/posts/42274443124119,ai,synthesized,48,True,02-ai-mining/2026-methods-and-failures.md;02-ai-mining/five-agent-skills-review.md;02-ai-mining/research-workflow.md;06-sources/curated.md
42259186135831,2026-07-27T17:54:46Z,2026-09-10T01:49:28Z,【2个月提交220个RA经验分享】跨地区通用规律：哪些经验换个 Region 还能用？,https://support.worldquantbrain.com/hc/en-us/community/posts/42259186135831,lessons,synthesized,9,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md
42258807786391,2026-07-27T17:43:50Z,2026-09-09T08:41:14Z,【2个月提交220个RA经验分享】ASI 从论坛知识到实战验证：SLOW 中性化是王道,https://support.worldquantbrain.com/hc/en-us/community/posts/42258807786391,lessons,synthesized,6,True,09-experience-lessons/failure-casebook.md
42216209199255,2026-07-25T09:32:43Z,2026-09-10T06:50:36Z,【经验分享】Comb-3+靠 os Comb 从Gold到Master的一些总结,https://support.worldquantbrain.com/hc/en-us/community/posts/42216209199255,lessons,screened,3,True,
42215740602135,2026-07-25T08:45:29Z,2026-09-10T06:50:50Z,快给你们的帖子化妆吧！一套实测可用的 HTML 排版组件,https://support.worldquantbrain.com/hc/en-us/community/posts/42215740602135,general,screened,2,True,
42215210781719,2026-07-25T07:43:59Z,2026-09-09T07:41:54Z,成为 Grandmaster 后，我复盘了 Q2 的 224 个 Alpha：相比过去，哪些真的改变了？,https://support.worldquantbrain.com/hc/en-us/community/posts/42215210781719,lessons,screened,17,True,
42211897526295,2026-07-25T02:29:49Z,2026-09-10T06:51:46Z,【SPC深度实战】从数据源到信号衰减——Systematic Predictions Challenge 排名优化的完整框架,https://support.worldquantbrain.com/hc/en-us/community/posts/42211897526295,optimization,screened,0,True,
42187906212247,2026-07-24T08:28:52Z,2026-09-10T06:52:43Z,冷门数据集分享【earnings】,https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247,data,synthesized,7,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
42187744015767,2026-07-24T08:12:51Z,2026-09-09T08:44:35Z,使用rank_by_side改善2year_sharpe/ladder_sharpe,https://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767,optimization,synthesized,11,True,08-alpha-optimization/diagnostic-workflow.md
42185098677399,2026-07-24T02:58:26Z,2026-09-09T09:48:42Z,分享自己写的超多功能的客户端(效率神器),https://support.worldquantbrain.com/hc/en-us/community/posts/42185098677399,general,screened,7,True,
42184733027991,2026-07-24T02:18:40Z,2026-09-06T03:36:50Z,浅谈我的一二三阶开发流程----记7.23日新人答疑课,https://support.worldquantbrain.com/hc/en-us/community/posts/42184733027991,general,synthesized,6,True,02-ai-mining/research-workflow.md;06-sources/curated.md
42161798745879,2026-07-23T09:22:01Z,2026-09-09T17:47:26Z,从新手到GM顾问：我的Alpha挖掘系统化方法论分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42161798745879,general,screened,7,True,
42160945573271,2026-07-23T07:42:15Z,2026-09-06T06:42:27Z,用Python alpha 剔除/保留特定国家/行业进行回测的初步尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/42160945573271,engineering,screened,7,True,
42160836246039,2026-07-23T07:26:46Z,2026-09-05T00:26:28Z,GOLD→MASTER→GM，VF0.96，我的11月至6月总结。,https://support.worldquantbrain.com/hc/en-us/community/posts/42160836246039,lessons,screened,6,True,
42160653418647,2026-07-23T07:06:37Z,2026-09-06T06:42:27Z,通过Labs查看group类型字段的字符串与对应数字id的方法(附部分对应表格),https://support.worldquantbrain.com/hc/en-us/community/posts/42160653418647,data,synthesized,0,True,07-professional-knowledge/data-and-signal-semantics.md
42078917602455,2026-07-20T10:08:29Z,2026-09-09T06:26:21Z,【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPA,https://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455,optimization,screened,16,True,
42078729821591,2026-07-20T09:49:27Z,2026-09-05T00:25:15Z,【字段处理】nan 不是一种：断粮型该填、真缺型别填（GLB/MINVOL1M & IND/TOP500/D1）,https://support.worldquantbrain.com/hc/en-us/community/posts/42078729821591,data,synthesized,9,True,07-professional-knowledge/data-and-signal-semantics.md
42065802192023,2026-07-19T12:27:25Z,2026-09-09T06:47:49Z,[Token王] 2026Q2 全球六维数据分析,https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023,general,screened,7,True,
42065262268567,2026-07-19T11:29:39Z,2026-09-05T00:25:15Z,【换手治理】低换手≠稳健：turnover 的三个隐形侵蚀点，和 trade_when 别用反了（USA/TOP3000/D1）,https://support.worldquantbrain.com/hc/en-us/community/posts/42065262268567,optimization,synthesized,3,True,08-alpha-optimization/diagnostic-workflow.md
42064574062359,2026-07-19T10:02:02Z,2026-08-29T02:56:24Z,最近跑 alpha 后沉淀的几个少踩坑经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42064574062359,lessons,screened,2,True,
42064544905495,2026-07-19T09:53:45Z,2026-08-29T02:58:20Z,最近跑 alpha 后沉淀的几个少踩坑经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42064544905495,lessons,screened,3,True,
42062231758103,2026-07-19T03:51:11Z,2026-09-10T06:52:45Z,【GLB】冷门数据集分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103,data,synthesized,6,True,07-professional-knowledge/data-and-signal-semantics.md
42061123738903,2026-07-19T01:29:50Z,2026-09-06T06:42:28Z,Python alpha官方webinar视频代码补档：ACO + Online alphas,https://support.worldquantbrain.com/hc/en-us/community/posts/42061123738903,engineering,screened,4,True,
42060935441943,2026-07-19T01:05:26Z,2026-09-06T06:42:28Z,官方webinar不分享源代码？用skill一键完整提取视频中的代码,https://support.worldquantbrain.com/hc/en-us/community/posts/42060935441943,ai,screened,1,True,
42047259261335,2026-07-18T04:01:02Z,2026-09-05T00:25:15Z,从 Fast 翻译到 Python Alpha 别急着炫技：截面/时序错位是头号杀手，事件漂移和中性化层级是隐形雷,https://support.worldquantbrain.com/hc/en-us/community/posts/42047259261335,optimization,synthesized,2,True,02-ai-mining/python-alpha.md;06-sources/curated.md
42045578950551,2026-07-18T01:16:32Z,2026-09-07T14:05:02Z,【经验分享】从Gold到Master：一个普通顾问的升级之路,https://support.worldquantbrain.com/hc/en-us/community/posts/42045578950551,lessons,screened,4,True,
42044407938839,2026-07-17T23:55:28Z,2026-08-29T03:05:13Z,在回测页面新窗口打开Alpha 详情页和在详情页便携复制信息的油猴脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/42044407938839,engineering,screened,0,True,
42029118285847,2026-07-17T14:49:02Z,2026-09-05T00:25:16Z,rank / zscore / group_rank 别乱用：中性化前这一步，决定你 OS 稳不稳,https://support.worldquantbrain.com/hc/en-us/community/posts/42029118285847,optimization,screened,4,True,
42022555985047,2026-07-17T08:57:03Z,2026-09-10T15:03:11Z,【SPC宝可梦】收集多位投资大师Promot,https://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047,general,screened,0,True,
42021722069143,2026-07-17T07:32:26Z,2026-09-05T00:27:21Z,【工具优化】回测页面中Alpha详情的跳转按钮没了？插件来实现！,https://support.worldquantbrain.com/hc/en-us/community/posts/42021722069143,optimization,screened,1,True,
42021244122775,2026-07-17T06:37:04Z,2026-09-09T08:57:55Z,SPC 竞赛 Prompt 生成完整指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775,general,screened,1,True,
42020342676759,2026-07-17T04:56:47Z,2026-09-10T03:43:10Z,【代码分享】免费获取SPC比赛所需ID数据,https://support.worldquantbrain.com/hc/en-us/community/posts/42020342676759,engineering,screened,1,True,
42019924663319,2026-07-17T04:09:47Z,2026-08-29T03:11:38Z,这次升级，让我非常的意外！,https://support.worldquantbrain.com/hc/en-us/community/posts/42019924663319,general,screened,0,True,
42019332809111,2026-07-17T03:11:51Z,2026-08-29T03:13:14Z,【新手顾问经验分享】从“随机试因子”到“研究生产系统”：一套面向 RA 与 PPA 的 Alpha 研究框架,https://support.worldquantbrain.com/hc/en-us/community/posts/42019332809111,lessons,screened,2,True,
42019010387479,2026-07-17T02:43:30Z,2026-09-10T06:51:47Z,"【踩坑记录】Python Alpha 开发中容易触发的 5 个""隐藏规则""",https://support.worldquantbrain.com/hc/en-us/community/posts/42019010387479,lessons,screened,0,True,
42018671130391,2026-07-17T02:14:19Z,2026-09-10T10:15:15Z,【经验分享】Alpha 过拟合的早期信号与应对策略,https://support.worldquantbrain.com/hc/en-us/community/posts/42018671130391,lessons,synthesized,2,True,09-experience-lessons/failure-casebook.md
42015743397655,2026-07-16T23:02:32Z,2026-08-29T03:16:35Z,Prompt 竞赛指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42015743397655,general,screened,0,True,
42007074836247,2026-07-16T17:36:24Z,2026-09-02T11:38:05Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,https://support.worldquantbrain.com/hc/en-us/community/posts/42007074836247,events,synthesized,0,True,09-experience-lessons/competition-evidence.md
41995684431767,2026-07-16T09:16:12Z,2026-09-05T00:25:16Z,Python alpha 里 np.nan_to_num 填 0 是在造伪信号：缺失值这么补才不坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41995684431767,engineering,screened,0,True,
41995369186455,2026-07-16T08:39:40Z,2026-09-03T17:10:19Z,SPC 2026 Competition API 文档,https://support.worldquantbrain.com/hc/en-us/community/posts/41995369186455,engineering,screened,0,True,
41994809192215,2026-07-16T07:30:01Z,2026-09-04T18:00:24Z,【代码分享】用 Python 批量提交 SPC Prompt,https://support.worldquantbrain.com/hc/en-us/community/posts/41994809192215,engineering,screened,9,True,
41993968062743,2026-07-16T05:45:29Z,2026-08-29T05:32:28Z,从GM掉E，鼠鼠做错了哪些事情,https://support.worldquantbrain.com/hc/en-us/community/posts/41993968062743,general,screened,18,True,
41992899715607,2026-07-16T03:37:04Z,2026-08-29T05:33:21Z,SPC 平台是怎么处理你的 Prompt 的 —— 从提交到出 PnL 的个人理解,https://support.worldquantbrain.com/hc/en-us/community/posts/41992899715607,general,screened,0,True,
41974186627351,2026-07-15T14:28:21Z,2026-09-05T00:25:17Z,别盲目全region遍历：同一个字段在USA/IND/GLB覆盖差太多，裸concat直接变size beta,https://support.worldquantbrain.com/hc/en-us/community/posts/41974186627351,data,synthesized,0,True,07-professional-knowledge/data-and-signal-semantics.md
41949669579031,2026-07-14T16:29:48Z,2026-08-29T05:35:36Z,【经验分享】alpha提交脚本，解决最近遇到的提交429问题,https://support.worldquantbrain.com/hc/en-us/community/posts/41949669579031,lessons,screened,0,True,
41939959839895,2026-07-14T09:52:26Z,2026-09-05T00:25:17Z,"trade_when真不是装饰：把""只在某类行情里灵""的脆弱信号，用条件收住",https://support.worldquantbrain.com/hc/en-us/community/posts/41939959839895,optimization,screened,0,True,
41937689411479,2026-07-14T05:39:35Z,2026-08-29T05:37:54Z,【GLB/D1 PPAC复盘】第一次拿到PPAC第24名的复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41937689411479,lessons,screened,0,True,
41909117583383,2026-07-13T07:41:26Z,2026-09-05T00:29:20Z,【差生文具多】WQ助手1.03版本(安卓版本),https://support.worldquantbrain.com/hc/en-us/community/posts/41909117583383,general,screened,5,True,
41908323673111,2026-07-13T06:19:18Z,2026-09-09T08:48:36Z,字段堆越多alpha越牛？我替你们试过了，真不是这么回事,https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111,data,synthesized,2,True,07-professional-knowledge/data-and-signal-semantics.md
41903649174807,2026-07-12T22:22:13Z,2026-08-29T05:41:31Z,【新人笔记】Pairwise Correlation：提交前先想清楚提交顺序,https://support.worldquantbrain.com/hc/en-us/community/posts/41903649174807,portfolio,synthesized,2,True,08-alpha-optimization/diagnostic-workflow.md
41898564566167,2026-07-12T15:18:27Z,2026-09-09T02:34:11Z,新人半年一个季度一次跳跃：gold->expert->master,https://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167,general,screened,1,True,
41898002651287,2026-07-12T14:31:29Z,2026-08-29T05:43:36Z,【经验分享】VF0.37->0.95->0.97！我的方法论和工作流都在这了,https://support.worldquantbrain.com/hc/en-us/community/posts/41898002651287,lessons,screened,3,True,
41897133795479,2026-07-12T13:05:00Z,2026-09-05T00:25:18Z,一个表达式IS很漂亮，提交半年后突然拉胯？我踩过的时间维度坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41897133795479,general,screened,0,True,
41895342323095,2026-07-12T09:23:12Z,2026-09-10T16:29:16Z,【新顾问友好】【工具分享】挖出来因子不知道哪个值得交？来看看！含webui界面的alpha后向筛选工具（开源）,https://support.worldquantbrain.com/hc/en-us/community/posts/41895342323095,engineering,screened,0,True,
41881412101399,2026-07-11T11:29:02Z,2026-09-05T00:25:19Z,【细节坑】中性化顺序不是随便排的：先 industry 还是先 group，结果差很多,https://support.worldquantbrain.com/hc/en-us/community/posts/41881412101399,optimization,screened,2,True,
41880799695127,2026-07-11T10:14:17Z,2026-09-07T08:12:29Z,[代码优化]ProdMemo v2.0：在浏览器本地计算 Self Corr,https://support.worldquantbrain.com/hc/en-us/community/posts/41880799695127,optimization,screened,2,True,
41878175264663,2026-07-11T04:13:48Z,2026-08-29T05:49:19Z,【python alpha】IND区域 Python Alpha 优化经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41878175264663,lessons,screened,1,True,
41877985926423,2026-07-11T03:58:23Z,2026-09-05T00:26:28Z,token太贵怎么办， GLM-5.2 免费了,https://support.worldquantbrain.com/hc/en-us/community/posts/41877985926423,events,screened,3,True,
41877348653335,2026-07-11T02:49:35Z,2026-09-10T06:51:48Z,【经验分享】SUPER Alpha 组合表达式（Combination）的多时间尺度融合 — combo_a 与风险调整权重,https://support.worldquantbrain.com/hc/en-us/community/posts/41877348653335,lessons,screened,1,True,
41860731598487,2026-07-10T15:11:51Z,2026-08-31T02:33:15Z,[代码分享] BRAIN Alpha 批量提交工具 — PPA 备注自动管理 + 429 自适应退避,https://support.worldquantbrain.com/hc/en-us/community/posts/41860731598487,ai,screened,0,True,
41856507417623,2026-07-10T12:39:26Z,2026-09-03T04:52:58Z,从「 IDE的MCP挨个手动重启」到「一次配置，全部打通」：我的 BRAIN MCP 桥接架构分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41856507417623,ai,synthesized,0,True,03-engineering/architecture.md;06-sources/curated.md
41854026316055,2026-07-10T09:39:49Z,2026-09-05T00:25:19Z,【验证纪律】同一表达式跨 universe 跑：region regime 错配导致的指标分裂,https://support.worldquantbrain.com/hc/en-us/community/posts/41854026316055,general,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md
41853221944727,2026-07-10T08:07:46Z,2026-08-29T08:45:38Z,【AI打工人】0基础新手指南。我们安装的Skill和MCP到底有什么，怎么用？,https://support.worldquantbrain.com/hc/en-us/community/posts/41853221944727,ai,screened,0,True,
41849925214231,2026-07-10T02:03:06Z,2026-09-10T06:52:46Z,降低【turnover】的几种方法对比分析,https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231,optimization,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md
41843067537431,2026-07-09T20:57:11Z,2026-07-24T07:03:13Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,https://support.worldquantbrain.com/hc/en-us/community/posts/41843067537431,events,synthesized,0,True,09-experience-lessons/competition-evidence.md
41830530812823,2026-07-09T14:35:37Z,2026-08-23T12:35:16Z,新手顾问Combined Selected Alpha Performance第一次更新冲上5.1,https://support.worldquantbrain.com/hc/en-us/community/posts/41830530812823,portfolio,screened,1,True,
41825836449047,2026-07-09T11:08:53Z,2026-09-08T13:50:21Z,【大角羊】一分钟掌握参加SPC 2026要点！,https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047,general,screened,0,True,
41804720051607,2026-07-08T15:47:44Z,2026-07-30T16:04:33Z,cnhkmcp 使用时经常需要重启和使用create_multi_simulation超时的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/41804720051607,ai,screened,0,True,
41801462727191,2026-07-08T14:19:05Z,2026-09-10T06:50:51Z,【SPC 2026】一文看懂 Systematic Prediction Challenge，写提示词就能参加！,https://support.worldquantbrain.com/hc/en-us/community/posts/41801462727191,ai,synthesized,0,True,04-platform/spc.md;06-sources/curated.md
41796491619351,2026-07-08T10:32:54Z,2026-09-06T06:42:29Z,多图解析GLB最新3x High Turnover Theme国区提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/41796491619351,optimization,screened,2,True,
41771840601495,2026-07-07T14:25:07Z,2026-09-10T06:50:53Z,【Super Alpha Combo 灵感】分享几个有意思的 Combo 表达式：获得更多三五！,https://support.worldquantbrain.com/hc/en-us/community/posts/41771840601495,ideas,screened,0,True,
41735891987479,2026-07-06T09:42:06Z,2026-09-05T00:25:19Z,废因子的二次利用：用低 Sharpe 稳定信号做自定义中性化,https://support.worldquantbrain.com/hc/en-us/community/posts/41735891987479,optimization,screened,1,True,
41734005749399,2026-07-06T06:03:18Z,2026-08-15T14:56:59Z,USA/D1 Power Pool July'26 — PPA六种中性化方式实测对比,https://support.worldquantbrain.com/hc/en-us/community/posts/41734005749399,optimization,screened,0,True,
41732813691287,2026-07-06T03:30:04Z,2026-08-25T13:29:10Z,【经验分享】MEA地区高级算子探索篇：ts_entropy,https://support.worldquantbrain.com/hc/en-us/community/posts/41732813691287,lessons,screened,13,True,
41719890581911,2026-07-05T04:44:58Z,2026-07-31T03:17:46Z,【代码优化】代码提交ppa和sa时调用AI自动/手动写描述,https://support.worldquantbrain.com/hc/en-us/community/posts/41719890581911,optimization,screened,2,True,
41707021146263,2026-07-04T09:22:13Z,2026-08-18T03:22:14Z,基于 MEA区TOP400因子，解决指标Weight Concentration过高、2Y Sharpe过低的优化实战总结,https://support.worldquantbrain.com/hc/en-us/community/posts/41707021146263,lessons,screened,1,True,
41706827651991,2026-07-04T08:53:46Z,2026-09-10T17:05:13Z,[all alpha can do] wqb_cli 0.3.2 震撼发布：从零打造 Agent-Native 的 WorldQuant BRAIN 真实操作层,https://support.worldquantbrain.com/hc/en-us/community/posts/41706827651991,ai,synthesized,14,True,00-restart/2026-timeline.md;03-engineering/architecture.md;06-sources/curated.md
41692781472919,2026-07-03T16:09:22Z,2026-09-08T03:31:04Z,[26年7月打卡活动] 坚持提交 Alpha，最高赢取 300 积分！兑换BRAIN周边与token,https://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919,events,screened,21,True,
41684771561751,2026-07-03T09:43:59Z,2026-08-19T09:55:46Z,【心得分享】从入门到进阶——Alpha 优化全攻略,https://support.worldquantbrain.com/hc/en-us/community/posts/41684771561751,lessons,screened,0,True,
41684251807639,2026-07-03T08:53:42Z,2026-07-29T08:29:13Z,【实用工具】WorldQuant BRAIN Super Alpha 多地区生成器 复制可用 支持own和not own,https://support.worldquantbrain.com/hc/en-us/community/posts/41684251807639,portfolio,screened,1,True,
41684104419095,2026-07-03T08:34:18Z,2026-07-23T09:24:03Z,教训贴 - 学而时习之。,https://support.worldquantbrain.com/hc/en-us/community/posts/41684104419095,lessons,screened,0,True,
41655567026967,2026-07-02T09:07:02Z,2026-08-07T10:49:02Z,fast2python关于复现fast op分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41655567026967,engineering,screened,8,True,
41655387004439,2026-07-02T08:52:32Z,2026-09-05T06:07:08Z,WorldQuant BRAIN MCP 工具频繁崩溃？一行代码修复连接断开的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41655387004439,ai,screened,2,True,
41654205318807,2026-07-02T06:32:45Z,2026-09-01T12:59:27Z,求助帖---华子哥的插件如何查看数据集的表现,https://support.worldquantbrain.com/hc/en-us/community/posts/41654205318807,data,screened,3,True,
41653035827223,2026-07-02T04:23:28Z,2026-09-07T13:18:21Z,[Python alpha]基于LLms 工作流的python alpha制作经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41653035827223,lessons,synthesized,12,True,09-experience-lessons/failure-casebook.md
41651283176855,2026-07-02T01:49:11Z,2026-09-10T12:52:57Z,Osmosis 分数自动分配脚本：OS优先、REGULAR/SUPER分池、自动补齐10个,https://support.worldquantbrain.com/hc/en-us/community/posts/41651283176855,portfolio,screened,7,True,
41625344232343,2026-07-01T06:59:13Z,2026-08-07T10:42:17Z,【经验分享】MEA地区CONCENTRATED_WEIGHT 阻塞解决记录,https://support.worldquantbrain.com/hc/en-us/community/posts/41625344232343,lessons,screened,7,True,
41625263438999,2026-07-01T06:48:57Z,2026-08-29T09:01:30Z,【代码分享】一个小工具：新人往哪里挖因子,https://support.worldquantbrain.com/hc/en-us/community/posts/41625263438999,engineering,screened,0,True,
41568235513623,2026-06-29T09:20:34Z,2026-07-21T07:25:31Z,每次实操都要留下可复用的东西，让错误和经验都变成资产,https://support.worldquantbrain.com/hc/en-us/community/posts/41568235513623,lessons,screened,6,True,
41567966789655,2026-06-29T08:54:54Z,2026-07-24T03:57:15Z,"新人坐牢3个月后vf从0.5=>0.86,稳中求进",https://support.worldquantbrain.com/hc/en-us/community/posts/41567966789655,lessons,screened,0,True,
41563959159319,2026-06-29T01:58:42Z,2026-09-07T10:33:25Z,【经验分享】新手出分VF0.5-->0.96-->1-->1，Combine0.69-->0.39-->1.66-->2.03，如何从懵懂到开悟！,https://support.worldquantbrain.com/hc/en-us/community/posts/41563959159319,lessons,screened,23,True,
41556669366551,2026-06-28T15:20:46Z,2026-07-24T10:29:26Z,不懂就问，各位大神这个问题该怎么解决？,https://support.worldquantbrain.com/hc/en-us/community/posts/41556669366551,general,screened,1,True,
41553665016983,2026-06-28T10:02:03Z,2026-09-10T06:52:44Z,HKG PV Alpha 优化心得：rank(winsorize)+ts_quantile+decay=0 三重组合拳,https://support.worldquantbrain.com/hc/en-us/community/posts/41553665016983,lessons,screened,0,True,
41552805539991,2026-06-28T07:29:20Z,2026-07-23T09:38:25Z,【经验分享】这样的alpha到底应不应该交？,https://support.worldquantbrain.com/hc/en-us/community/posts/41552805539991,lessons,screened,0,True,
41551682155799,2026-06-28T04:41:20Z,2026-09-03T11:15:13Z,【Python Alpha 挑战赛】高换手率因子优化经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41551682155799,lessons,synthesized,8,True,08-alpha-optimization/diagnostic-workflow.md
41551045362071,2026-06-28T03:14:14Z,2026-08-23T14:03:54Z,【代码工具分享】让 Alpha 回测告别手工时代：一条命令跑完整个研究闭环,https://support.worldquantbrain.com/hc/en-us/community/posts/41551045362071,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md
41550810962455,2026-06-28T02:51:55Z,2026-08-22T12:06:33Z,【经验分享】VF0.5-0.93-0.88-0.96-0.88-0.93，我交了什么样的Alpha？,https://support.worldquantbrain.com/hc/en-us/community/posts/41550810962455,lessons,screened,5,True,
41550783184663,2026-06-28T02:44:23Z,2026-09-10T01:49:43Z,【MCP WorkFlow】靠这套GLB地区优化工作流，RA直接入账55刀（附核心模板）,https://support.worldquantbrain.com/hc/en-us/community/posts/41550783184663,optimization,synthesized,8,True,08-alpha-optimization/diagnostic-workflow.md
41540700959639,2026-06-27T12:41:58Z,2026-07-24T10:33:57Z,[Python Alpha 挑战赛] Monte Carlo GBM + 贝叶斯自适应：AI Agent 量化研究工作流实战,https://support.worldquantbrain.com/hc/en-us/community/posts/41540700959639,ai,synthesized,1,True,01-alpha-ideas/relationship-and-extension-cards.md;02-ai-mining/2026-methods-and-failures.md
41540545206679,2026-06-27T12:32:05Z,2026-08-19T10:49:19Z,【Quant101】基于FastExpr的高效PythonAlpha架构设计——From Fast to Python Skill,https://support.worldquantbrain.com/hc/en-us/community/posts/41540545206679,ai,synthesized,5,True,02-ai-mining/2026-methods-and-failures.md
41510344038551,2026-06-26T09:58:11Z,2026-07-23T09:36:18Z,【osmosis】首次分配osmosis，入围「Osmosis 破浪挑战赛」启航组TOP20的一些总结,https://support.worldquantbrain.com/hc/en-us/community/posts/41510344038551,lessons,screened,0,True,
41509886803223,2026-06-26T09:19:30Z,2026-07-29T15:58:22Z,vf0.5-0.73-0.96（cb负数，一脸懵逼的上vf0.9？）,https://support.worldquantbrain.com/hc/en-us/community/posts/41509886803223,lessons,screened,7,True,
41505626370711,2026-06-26T03:24:45Z,2026-07-16T08:04:29Z,【python alpha挑战赛】我的第一个python alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41505626370711,engineering,screened,1,True,
41485794329111,2026-06-25T15:53:28Z,2026-08-19T15:09:39Z,大模型量化研究通用提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/41485794329111,ai,screened,3,True,
41477736120983,2026-06-25T10:46:37Z,2026-09-06T14:41:09Z,【经验分享】VF0.5 - 0.8- 0.7 - 0.96，我的 VF 过山车全复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41477736120983,lessons,screened,7,True,
41476771798039,2026-06-25T09:12:45Z,2026-09-05T00:28:37Z,OS comb从稳健提升到雪崩，我的一次教训。,https://support.worldquantbrain.com/hc/en-us/community/posts/41476771798039,lessons,synthesized,3,True,09-experience-lessons/failure-casebook.md
41469699090071,2026-06-24T22:45:50Z,2026-09-09T08:43:09Z,我的AI工作流：从低谷到突破，AI成了我的研究搭档,https://support.worldquantbrain.com/hc/en-us/community/posts/41469699090071,ai,screened,3,True,
41459028441623,2026-06-24T16:23:21Z,2026-08-19T17:27:39Z,[经验分享]Osmosis分配的三种思路,https://support.worldquantbrain.com/hc/en-us/community/posts/41459028441623,lessons,screened,2,True,
41458691230615,2026-06-24T16:12:12Z,2026-07-11T04:22:07Z,MCP 实战中的三个效率瓶颈和我的绕行方案,https://support.worldquantbrain.com/hc/en-us/community/posts/41458691230615,ai,screened,0,True,
41449260982423,2026-06-24T08:44:11Z,2026-08-18T07:59:46Z,【python alpha挑战赛】fast to python alpha skill,https://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423,ai,synthesized,16,True,02-ai-mining/2026-methods-and-failures.md
41447270247703,2026-06-24T04:47:37Z,2026-08-06T02:05:48Z,【Python Alpha】trade_when 参数调优,https://support.worldquantbrain.com/hc/en-us/community/posts/41447270247703,optimization,synthesized,15,True,08-alpha-optimization/diagnostic-workflow.md
41446358126743,2026-06-24T03:12:35Z,2026-07-24T10:27:04Z,[工具分享]还在用向日葵？试试这款远程工具吧，免费流畅！,https://support.worldquantbrain.com/hc/en-us/community/posts/41446358126743,engineering,screened,1,True,
41446189246743,2026-06-24T02:57:34Z,2026-08-24T11:56:35Z,[一键运行版]AI工作流里准确校验表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/41446189246743,ai,screened,11,True,
41430666584471,2026-06-23T16:06:52Z,2026-07-20T11:17:38Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,https://support.worldquantbrain.com/hc/en-us/community/posts/41430666584471,ai,screened,16,True,
41430630302871,2026-06-23T16:04:11Z,2026-07-04T09:07:54Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,https://support.worldquantbrain.com/hc/en-us/community/posts/41430630302871,ai,screened,0,True,
41428076834583,2026-06-23T14:48:40Z,2026-07-29T15:58:21Z,os rank全球第一对我的os combine的影响？以及如何通过os rank判断自己的oscombine的涨跌！,https://support.worldquantbrain.com/hc/en-us/community/posts/41428076834583,portfolio,synthesized,7,True,08-alpha-optimization/portfolio-and-correlation.md
41421236450967,2026-06-23T08:42:05Z,2026-07-15T09:16:06Z,使用蒙特卡洛来实现python alpha代码,https://support.worldquantbrain.com/hc/en-us/community/posts/41421236450967,engineering,screened,4,True,
41421186876439,2026-06-23T08:36:36Z,2026-08-31T15:51:21Z,[Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南,https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439,engineering,screened,8,True,
41420742165527,2026-06-23T07:51:08Z,2026-09-06T07:52:17Z,HKG sentiment (snl27/snt27) 三种 vec_sum 后处理路径实测对比,https://support.worldquantbrain.com/hc/en-us/community/posts/41420742165527,general,screened,0,True,
41418252156439,2026-06-23T02:58:03Z,2026-08-02T03:07:01Z,Python Alpha 数据预处理完全指南：从 Raw Data 到 Clean Signal 的五步法,https://support.worldquantbrain.com/hc/en-us/community/posts/41418252156439,engineering,screened,6,True,
41418196103191,2026-06-23T02:51:58Z,2026-07-24T10:23:52Z,隐藏技巧: 批量用alpha_id查询alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41418196103191,general,screened,0,True,
41417418697111,2026-06-23T01:38:06Z,2026-09-08T15:39:55Z,利用AI优化alpha，成功提交的过程,https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111,optimization,screened,0,True,
41409109779607,2026-06-22T19:19:08Z,2026-09-02T18:50:55Z,用 Codex + Claude Code 做 WorldQuant Alpha：一个简单实用的多 Agent 工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41409109779607,ai,screened,7,True,
41397704497303,2026-06-22T13:37:58Z,2026-07-24T06:26:13Z,【求助贴】关于Python生成Alpha表达式的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/41397704497303,engineering,screened,0,True,
41396933582231,2026-06-22T13:10:05Z,2026-07-23T09:57:14Z,【写给新顾问】这个因子值不值得提？3步帮你快速厘清！,https://support.worldquantbrain.com/hc/en-us/community/posts/41396933582231,general,screened,0,True,
41392995550231,2026-06-22T08:51:19Z,2026-09-10T15:39:44Z,【AI提示词分享】给claude code加戒律的提示词，提高效率,https://support.worldquantbrain.com/hc/en-us/community/posts/41392995550231,ai,screened,0,True,
41391880122007,2026-06-22T06:41:16Z,2026-07-23T09:43:07Z,最近一轮 Super Alpha 组件候选复盘：高 Fitness 不等于可提交,https://support.worldquantbrain.com/hc/en-us/community/posts/41391880122007,lessons,screened,0,True,
41377679573143,2026-06-21T03:37:53Z,2026-08-30T17:48:14Z,节省网络获取pc的一点想法,https://support.worldquantbrain.com/hc/en-us/community/posts/41377679573143,general,screened,20,True,
41377147135255,2026-06-21T02:19:06Z,2026-08-31T07:12:26Z,【大角羊】OSM Combine匀速提升：-3.20~-1.25~0.63~2.44,https://support.worldquantbrain.com/hc/en-us/community/posts/41377147135255,portfolio,screened,8,True,
41363895396247,2026-06-20T03:57:49Z,2026-09-08T18:17:38Z,【代码分享】自动提交alpha脚本，睡前上班自动筛选、提交、语音播报，断粮保底神器【开箱即用】,https://support.worldquantbrain.com/hc/en-us/community/posts/41363895396247,engineering,screened,1,True,
41363885291031,2026-06-20T03:56:04Z,2026-09-09T04:05:23Z,想让 Claude 通宵挖 alpha、早上只看结果？我加了一层 simulation wrapper,https://support.worldquantbrain.com/hc/en-us/community/posts/41363885291031,ai,synthesized,6,True,03-engineering/architecture.md;06-sources/curated.md
41321765292567,2026-06-18T14:47:07Z,2026-08-31T15:58:03Z,[Python Alpha 挑战赛]使用蒙特卡洛来实现python alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41321765292567,engineering,screened,11,True,
41320039211671,2026-06-18T13:51:10Z,2026-08-23T08:33:41Z,Genius 六维 Tie breaker 实战手册（来自 AI 同事 GLM5.2）,https://support.worldquantbrain.com/hc/en-us/community/posts/41320039211671,ai,screened,0,True,
41318082888343,2026-06-18T12:35:57Z,2026-08-07T10:55:59Z,根据margin来管理PPA TAG,https://support.worldquantbrain.com/hc/en-us/community/posts/41318082888343,optimization,screened,2,True,
41316959711895,2026-06-18T11:36:58Z,2026-08-28T07:32:10Z,筛选可优化RA进阶版,https://support.worldquantbrain.com/hc/en-us/community/posts/41316959711895,optimization,screened,14,True,
41292678360727,2026-06-17T14:06:03Z,2026-08-26T03:25:01Z,"频率感知的 Seed 构造 × CW 前置分层诊断 × 多 GEM 降相关：让自动化 Alpha 挖掘在""源头""而非""后处理""解决问题",https://support.worldquantbrain.com/hc/en-us/community/posts/41292678360727,portfolio,synthesized,11,True,02-ai-mining/research-workflow.md;06-sources/curated.md
41284510093591,2026-06-17T04:16:04Z,2026-08-28T07:52:15Z,【Python Alpha】把alpha丢进傅里叶变换后指标真给整过去了,https://support.worldquantbrain.com/hc/en-us/community/posts/41284510093591,engineering,screened,20,True,
41284360565399,2026-06-17T04:02:12Z,2026-09-10T03:34:36Z,基于MCP + claude(codex)的全自动alpha挖掘系统:30分钟Regular alpha直出,https://support.worldquantbrain.com/hc/en-us/community/posts/41284360565399,ai,screened,44,True,
41279111112855,2026-06-16T22:23:41Z,2026-09-07T20:49:02Z,CHN Python Alpha 踩坑实录：risk72 死磕 prod_corr 无果，换 virgin 数据集才过关,https://support.worldquantbrain.com/hc/en-us/community/posts/41279111112855,lessons,synthesized,17,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md
41254129745815,2026-06-16T03:08:27Z,2026-07-07T14:12:32Z,【gemini-cli停用】迁移至Antigravity-cli教程,https://support.worldquantbrain.com/hc/en-us/community/posts/41254129745815,ai,screened,6,True,
41236357050903,2026-06-15T15:37:54Z,2026-08-17T02:52:03Z,【经验分享】我的 WQ Brain 本地工具箱：模板管理器、Alpha 列表、Genius 三大件,https://support.worldquantbrain.com/hc/en-us/community/posts/41236357050903,lessons,screened,16,True,
41228556172951,2026-06-15T10:50:25Z,2026-07-07T14:04:41Z,【免费GLM-5.2来了】智谱官方活动分享——zcode新用户免费用5天GLM5.2,https://support.worldquantbrain.com/hc/en-us/community/posts/41228556172951,events,screened,4,True,
41225167988503,2026-06-15T04:58:51Z,2026-07-29T03:12:34Z,【论坛发帖/评论管理通知】AI时代，我该如何逛论坛和参与,https://support.worldquantbrain.com/hc/en-us/community/posts/41225167988503,events,screened,0,True,
41215965611159,2026-06-14T16:03:22Z,2026-08-22T08:38:14Z,从-0.3到1.2：我的世坤顾问之路,https://support.worldquantbrain.com/hc/en-us/community/posts/41215965611159,lessons,screened,3,True,
41214315913111,2026-06-14T13:49:12Z,2026-07-20T11:13:08Z,【MCP WorkFlow】一个使“优化成功”成为常态的综合优化工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41214315913111,optimization,screened,12,True,
41212298292247,2026-06-14T10:26:15Z,2026-07-21T07:25:29Z,AI辅助挖因子半年记：从怀疑到真香，再到清醒,https://support.worldquantbrain.com/hc/en-us/community/posts/41212298292247,ai,screened,5,True,
41212086027543,2026-06-14T09:59:25Z,2026-08-17T07:32:21Z,os comb从3+到1+的一些总结和分析,https://support.worldquantbrain.com/hc/en-us/community/posts/41212086027543,lessons,screened,2,True,
41208709211671,2026-06-14T02:17:08Z,2026-08-28T07:54:04Z,傅里叶变换在 Alpha 开发中的应用：频率域视角下的信号分解与策略构造,https://support.worldquantbrain.com/hc/en-us/community/posts/41208709211671,general,synthesized,9,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
41197045436951,2026-06-13T11:26:43Z,2026-09-05T15:37:50Z,CONCENTRATED WEIGHT 系统性排查与修复手册-2（基于实战经验的 CW 攻防全指南_进阶篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/41197045436951,lessons,screened,11,True,
41171093081367,2026-06-12T13:16:06Z,2026-08-30T12:14:50Z,分享一个白嫖小米 MiMo V2.5的途径,https://support.worldquantbrain.com/hc/en-us/community/posts/41171093081367,general,screened,7,True,
41167837278359,2026-06-12T10:18:26Z,2026-08-07T10:58:39Z,[Python Alpha 挑战赛] 平台操作符与python计算逻辑的对应关系,https://support.worldquantbrain.com/hc/en-us/community/posts/41167837278359,optimization,screened,1,True,
41165066237079,2026-06-12T05:38:52Z,2026-07-25T07:27:45Z,[Python Alpha 挑战赛] 像RA一样自动化模版回测,https://support.worldquantbrain.com/hc/en-us/community/posts/41165066237079,engineering,screened,13,True,
41163824201623,2026-06-12T03:31:29Z,2026-08-26T03:26:23Z,codex流是不是不行，回测几十万都没找到,https://support.worldquantbrain.com/hc/en-us/community/posts/41163824201623,ai,screened,11,True,
41162636720919,2026-06-12T01:53:44Z,2026-08-31T12:43:10Z,提高MEA区的Sub-universe Sharpe of 1.11 is below cutoff of 1.14.问题一点经验,https://support.worldquantbrain.com/hc/en-us/community/posts/41162636720919,lessons,screened,8,True,
41162316064023,2026-06-12T01:25:43Z,2026-08-03T08:27:51Z,【Alpha灵感】MEA地区靠SUE模板点亮了Fnd,https://support.worldquantbrain.com/hc/en-us/community/posts/41162316064023,ideas,synthesized,0,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
41162148315799,2026-06-12T01:15:20Z,2026-07-23T04:46:56Z,[Python Alpha 挑战赛] Python Alpha 回测太慢？聊聊我的性能优化三板斧,https://support.worldquantbrain.com/hc/en-us/community/posts/41162148315799,optimization,screened,14,True,
41142979050775,2026-06-11T13:23:59Z,2026-08-29T02:35:11Z,多源信号组合的经济学尝试和感悟--目前陆续有产出,https://support.worldquantbrain.com/hc/en-us/community/posts/41142979050775,lessons,screened,1,True,
41141847644311,2026-06-11T12:43:54Z,2026-09-09T13:55:09Z,"换个角度，理解一下trade_when(x, y, z) 方法",https://support.worldquantbrain.com/hc/en-us/community/posts/41141847644311,optimization,screened,12,True,
41138717791895,2026-06-11T09:21:48Z,2026-07-23T19:13:57Z,[Python Alpha 挑战赛] python alpha换手率压不下来？利用store！让它学会安静 —— store+死区降低换手率！,https://support.worldquantbrain.com/hc/en-us/community/posts/41138717791895,engineering,screened,14,True,
41138382717719,2026-06-11T08:46:30Z,2026-08-31T07:15:32Z,Osmosis 连续两周>0.5，均值 0.69，我的分配思路分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41138382717719,portfolio,screened,32,True,
41137009390231,2026-06-11T06:27:20Z,2026-08-31T03:50:13Z,[Python Alpha 挑战赛]Python Alpha：自由编程的正确打开方式,https://support.worldquantbrain.com/hc/en-us/community/posts/41137009390231,engineering,screened,10,True,
41135490599063,2026-06-11T03:41:09Z,2026-08-27T10:08:56Z,[Python Alpha 挑战赛]Python Alpha两阶段筛选法：FastExpr快速验证 + Python深度优化,https://support.worldquantbrain.com/hc/en-us/community/posts/41135490599063,optimization,synthesized,9,True,00-restart/2026-timeline.md;02-ai-mining/python-alpha.md;06-sources/curated.md
41134957392663,2026-06-11T02:54:33Z,2026-09-08T17:21:30Z,双字段 Alpha 构建,https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663,ideas,synthesized,4,True,01-alpha-ideas/relationship-and-extension-cards.md
41134649919383,2026-06-11T02:29:05Z,2026-08-04T13:20:02Z,[Python Alpha 挑战赛] 一句prompt一次实现prod0.71 --> prod0.69,https://support.worldquantbrain.com/hc/en-us/community/posts/41134649919383,engineering,screened,15,True,
41133909608087,2026-06-11T01:33:58Z,2026-09-10T12:37:40Z,[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087,ai,screened,3,True,
41128676944407,2026-06-10T21:03:28Z,2026-07-18T22:12:10Z,【保姆级教程】零基础搞定 Google Antigravity (Gemini CLI),https://support.worldquantbrain.com/hc/en-us/community/posts/41128676944407,ai,screened,1,True,
41119909511319,2026-06-10T16:37:11Z,2026-07-24T10:43:38Z,[Python Alpha 挑战赛] 用期权隐含波动率偏斜（IV Skew）构建Alpha——Python Alpha实战分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41119909511319,engineering,screened,10,True,
41105956280855,2026-06-10T03:21:14Z,2026-07-08T06:56:43Z,【Quant101】FieldPer 拯救计划：Skill 围栏,https://support.worldquantbrain.com/hc/en-us/community/posts/41105956280855,ai,screened,0,True,
41105918774807,2026-06-10T03:13:56Z,2026-09-06T05:07:38Z,【Quant101】OpCount 拯救计划：因子化简,https://support.worldquantbrain.com/hc/en-us/community/posts/41105918774807,general,synthesized,2,True,07-professional-knowledge/data-and-signal-semantics.md
41105476543511,2026-06-10T02:40:27Z,2026-08-08T06:07:50Z,多时间尺度信号融合：Python Alpha 中的分层特征提取框架实战,https://support.worldquantbrain.com/hc/en-us/community/posts/41105476543511,engineering,screened,0,True,
41077771395479,2026-06-09T06:40:32Z,2026-08-25T13:39:10Z,OS RANK Performance 首次突破GM！任何人都可以做得到！,https://support.worldquantbrain.com/hc/en-us/community/posts/41077771395479,optimization,screened,0,True,
41077253351831,2026-06-09T05:46:13Z,2026-07-08T01:02:15Z,【代码优化】针对AI打工人中AI桌面插件的代码优化调整,https://support.worldquantbrain.com/hc/en-us/community/posts/41077253351831,optimization,screened,0,True,
41076241014423,2026-06-09T03:50:43Z,2026-08-01T14:27:06Z,SUPER Alpha 构建实战：Selection 与 Combo 表达式设计策略,https://support.worldquantbrain.com/hc/en-us/community/posts/41076241014423,portfolio,synthesized,0,True,08-alpha-optimization/portfolio-and-correlation.md
41065497021335,2026-06-08T19:04:45Z,2026-09-02T07:03:32Z,【吹哨人】不再水贴！最新 MCP 自带 brain-forum-browse Skill，对 AI 说「逛一逛论坛」即可自动逛论坛,https://support.worldquantbrain.com/hc/en-us/community/posts/41065497021335,ai,screened,46,True,
41061358159255,2026-06-08T17:04:32Z,2026-08-18T12:49:20Z,【经验分享】你说你找不到alpha？一文带你避开我踩过的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41061358159255,lessons,screened,0,True,
41059854821783,2026-06-08T16:21:55Z,2026-09-08T04:37:35Z,【稳住Max simulation streak】windows配置定时任务,https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783,general,screened,0,True,
41047901195799,2026-06-08T06:39:54Z,2026-08-19T12:49:56Z,[python Alpha 挑战赛] 从“使用操作符”到“设计框架”：一次因子结构压缩与状态化研究实践,https://support.worldquantbrain.com/hc/en-us/community/posts/41047901195799,optimization,screened,19,True,
41039581066647,2026-06-07T17:37:18Z,2026-08-07T11:06:07Z,Combined 从1.07到2.98 分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41039581066647,portfolio,screened,1,True,
41037391218583,2026-06-07T14:33:18Z,2026-09-06T08:26:41Z,WorldQuant BRAIN Alpha研究实战：从数据探索到LangGraph工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41037391218583,ai,synthesized,28,True,02-ai-mining/2026-methods-and-failures.md
41036889226263,2026-06-07T13:52:07Z,2026-08-19T12:49:56Z,[python Alpha 挑战赛] Store 使用体验：ts_mean(ts_zscore(...)) 计算的优化与分析,https://support.worldquantbrain.com/hc/en-us/community/posts/41036889226263,optimization,screened,16,True,
41034979787927,2026-06-07T10:28:33Z,2026-08-19T12:49:58Z,Python Alpha 实战复盘：先分流，再决定转写还是原生搜索,https://support.worldquantbrain.com/hc/en-us/community/posts/41034979787927,lessons,synthesized,19,True,09-experience-lessons/failure-casebook.md
41033268467735,2026-06-07T06:02:05Z,2026-08-19T12:50:03Z,用 AI 代理跑 WorldQuant BRAIN Alpha 研究：30 天工作流复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41033268467735,lessons,screened,10,True,
41032955115927,2026-06-07T05:10:25Z,2026-09-04T02:10:45Z,[Python Alpha 挑战赛] SKILL: Regular to Python Alpha ｜ 稳定转写Python Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41032955115927,ai,synthesized,24,True,02-ai-mining/2026-methods-and-failures.md
41030217691031,2026-06-06T23:45:49Z,2026-08-19T12:49:59Z,[Python Alpha 挑战赛] 逐木成林：在 WorldQuant BRAIN 中使用树模型算法构建 Python Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41030217691031,ai,screened,11,True,
41030202035351,2026-06-06T23:44:12Z,2026-08-07T07:32:53Z,[Python Alpha 挑战赛] 寻找阿尔法：如何在 WorldQuant BRAIN 中使用机器学习构建 Python Alpha 策略,https://support.worldquantbrain.com/hc/en-us/community/posts/41030202035351,ai,screened,15,True,
41025007067287,2026-06-06T17:42:57Z,2026-08-05T07:40:05Z,【经验分享】我的第二个上线 Python Alpha：把一条 FASTEXPR 因子「重写成 Python」的完整工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41025007067287,lessons,synthesized,15,True,09-experience-lessons/failure-casebook.md
41024337928343,2026-06-06T16:57:45Z,2026-09-04T08:15:51Z,【经验分享】我的第一个上线 Python Alpha 复盘：用隐含波动率 Delta-Skew 做截面反转,https://support.worldquantbrain.com/hc/en-us/community/posts/41024337928343,lessons,screened,12,True,
41021984423063,2026-06-06T14:19:37Z,2026-07-09T03:10:51Z,高VF的经验和VF崩盘的反思（0.99>0.93>0.99>0.98>0.97>0.7）,https://support.worldquantbrain.com/hc/en-us/community/posts/41021984423063,lessons,synthesized,22,True,09-experience-lessons/failure-casebook.md
41020681850519,2026-06-06T12:44:00Z,2026-09-09T13:18:20Z,【AI工具】新版AI打工人配置指南 - PC & Mac & Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519,ai,screened,48,True,
41000341056791,2026-06-05T16:21:58Z,2026-08-09T16:33:51Z,近8000刀！Master赚到了GM的Quarterly Payment！,https://support.worldquantbrain.com/hc/en-us/community/posts/41000341056791,general,screened,26,True,
40995374876183,2026-06-05T13:41:55Z,2026-08-31T03:50:33Z,[Python Alpha 挑战赛] Python Alpha 的一种双模式回测工具设计,https://support.worldquantbrain.com/hc/en-us/community/posts/40995374876183,engineering,screened,19,True,
40972941718807,2026-06-04T16:29:22Z,2026-08-28T10:13:01Z,CONCENTRATED WEIGHT 系统性排查与修复手册-1（基于实战经验的 CW 攻防全指南）,https://support.worldquantbrain.com/hc/en-us/community/posts/40972941718807,lessons,screened,29,True,
40965093558679,2026-06-04T11:24:04Z,2026-08-23T12:35:29Z,antigravitycli运行mcp工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/40965093558679,ai,screened,18,True,
40964044763031,2026-06-04T09:57:44Z,2026-07-30T07:49:36Z,【经验分享】用自动化工作流在 BRAIN 上量产 Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031,lessons,screened,19,True,
40962586503191,2026-06-04T07:22:27Z,2026-08-23T13:59:21Z,【经验分享】关于我Combine名列前茅却只定级Expert这件事😩,https://support.worldquantbrain.com/hc/en-us/community/posts/40962586503191,lessons,synthesized,18,True,09-experience-lessons/failure-casebook.md
40962462282007,2026-06-04T07:03:41Z,2026-07-19T05:51:41Z,MEA TOP400 从 CONCENTRATED_WEIGHT 阻塞到全部通过：一次完整的 Alpha 优化记录,https://support.worldquantbrain.com/hc/en-us/community/posts/40962462282007,optimization,synthesized,12,True,08-alpha-optimization/diagnostic-workflow.md
40960476615319,2026-06-04T03:48:48Z,2026-08-13T14:32:22Z,【新人向-如何快速查到本次PPA所有数据集及其字段】USA/D1 Fast Datasets Power Pool June`26 theme！,https://support.worldquantbrain.com/hc/en-us/community/posts/40960476615319,data,screened,12,True,
40957801921815,2026-06-04T00:26:28Z,2026-09-02T07:13:59Z,[Python Alpha 挑战赛] 从 FastExpr 到 Python Alphas 的跨越：工作流与起步心得,https://support.worldquantbrain.com/hc/en-us/community/posts/40957801921815,lessons,screened,12,True,
40957810418199,2026-06-04T00:26:10Z,2026-09-06T14:23:26Z,DCC 第三名经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40957810418199,lessons,screened,16,True,
40937398436119,2026-06-03T13:09:52Z,2026-07-07T14:03:41Z,【免费AI工具系列】DAT三家的最新AI桌面助手，附模型推荐和福利活动盘点,https://support.worldquantbrain.com/hc/en-us/community/posts/40937398436119,events,screened,9,True,
40936186021271,2026-06-03T12:24:51Z,2026-09-04T14:52:00Z,SuperAlpha 去重的一点小坑：只看 selection 可能还不够,https://support.worldquantbrain.com/hc/en-us/community/posts/40936186021271,portfolio,synthesized,0,True,03-engineering/experiment-ledger.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
40929650605207,2026-06-03T02:22:32Z,2026-09-10T09:58:24Z,二季度了2个月，和大家分享一些alpha挖掘的思路,https://support.worldquantbrain.com/hc/en-us/community/posts/40929650605207,general,screened,27,True,
40902892248983,2026-06-02T07:01:01Z,2026-08-31T08:11:29Z,行业中性加时序标准化：一个干净的 Alpha 模板,https://support.worldquantbrain.com/hc/en-us/community/posts/40902892248983,ideas,synthesized,16,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
40876222943895,2026-06-01T12:46:10Z,2026-07-07T14:18:32Z,【又来个免费AI】超快的阶跃Step 3.7 Flash，Hermes Agent 可以免费用一个月,https://support.worldquantbrain.com/hc/en-us/community/posts/40876222943895,ai,screened,8,True,
40875429141015,2026-06-01T12:11:50Z,2026-08-29T23:23:48Z,【免费API系列3】全球前十的AI lab——Agnes AI 的免费API，文本/图片/视频模型全免费,https://support.worldquantbrain.com/hc/en-us/community/posts/40875429141015,ai,screened,7,True,
40873662176535,2026-06-01T10:20:04Z,2026-09-07T08:41:01Z,OS RANK全球第一！我是如何做到的？,https://support.worldquantbrain.com/hc/en-us/community/posts/40873662176535,optimization,screened,19,True,
40872804113175,2026-06-01T09:06:01Z,2026-07-07T13:55:11Z,【经验分享】Roo Code 插件停止维护了，解决方案在这,https://support.worldquantbrain.com/hc/en-us/community/posts/40872804113175,lessons,screened,4,True,
40870826319511,2026-06-01T05:07:32Z,2026-09-10T14:50:24Z,[Python Alpha 挑战赛]半自动化的python alpha挖掘思路,https://support.worldquantbrain.com/hc/en-us/community/posts/40870826319511,engineering,screened,15,True,
40857367883159,2026-05-31T04:51:16Z,2026-07-09T03:10:59Z,一个很小但很有用的工具：Alpha Backtest Ledger，避免重复回测,https://support.worldquantbrain.com/hc/en-us/community/posts/40857367883159,engineering,synthesized,10,True,00-restart/2026-timeline.md;03-engineering/2026-operating-lessons.md;03-engineering/experiment-ledger.md;06-sources/curated.md
40847481080087,2026-05-30T14:03:10Z,2026-09-05T18:23:41Z,【Alpha灵感】使用nip族数据点亮news塔,https://support.worldquantbrain.com/hc/en-us/community/posts/40847481080087,ideas,synthesized,20,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
40817725354903,2026-05-29T08:05:03Z,2026-07-20T03:35:35Z,【大角羊】总收入突破万刀，感恩与大家一路同行！,https://support.worldquantbrain.com/hc/en-us/community/posts/40817725354903,general,screened,13,True,
40815296759703,2026-05-29T03:03:56Z,2026-09-09T09:44:43Z,[Python Alpha 挑战赛] 从数据定义到硬核推土机：手搓 ECDF 与高斯映射，深挖“最悲观预期”长牛动量,https://support.worldquantbrain.com/hc/en-us/community/posts/40815296759703,engineering,screened,9,True,
40797859802647,2026-05-28T15:14:04Z,2026-08-07T10:56:32Z,Python Alpha会议要点与竞赛分析报告——20260528,https://support.worldquantbrain.com/hc/en-us/community/posts/40797859802647,events,screened,6,True,
40796757798807,2026-05-28T14:38:37Z,2026-09-04T08:15:02Z,[Python Alpha 挑战赛] 基于skill: brain-simAlphasinBatch-and-track 的 Python Alpha 迭代工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/40796757798807,ai,screened,14,True,
40790666727575,2026-05-28T08:53:56Z,2026-09-04T08:12:53Z,【Alpha 模板】Earnings模板分享，低相关性，助你横向点塔（干货满满，不来将会错失一个亿）,https://support.worldquantbrain.com/hc/en-us/community/posts/40790666727575,ideas,synthesized,17,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
40790558975767,2026-05-28T08:45:07Z,2026-08-31T03:51:26Z,[Python Alpha 挑战赛]一句话让AI批量生成Python Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40790558975767,ai,screened,7,True,
40788850736023,2026-05-28T05:14:34Z,2026-08-31T03:52:53Z,[Python Alpha 速查] Python Alpha 实战全景：256 个包、API 工程、三类探索方向,https://support.worldquantbrain.com/hc/en-us/community/posts/40788850736023,engineering,screened,13,True,
40786815350167,2026-05-28T01:30:31Z,2026-09-08T12:51:09Z,【经验分享】在手机上操作AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167,lessons,screened,7,True,
40768096146327,2026-05-27T13:50:08Z,2026-07-20T11:15:55Z,[Python Alpha 挑战赛]基于多层记忆的PythonAlpha自动探索ai-agent,https://support.worldquantbrain.com/hc/en-us/community/posts/40768096146327,ai,synthesized,4,True,02-ai-mining/2026-methods-and-failures.md
40765160386711,2026-05-27T11:45:18Z,2026-07-16T08:12:08Z,【免费API系列】最新的天工agent模型SkyClaw-v1.0限时免费用，听说蛮厉害的,https://support.worldquantbrain.com/hc/en-us/community/posts/40765160386711,ai,screened,6,True,
40763583634839,2026-05-27T09:11:17Z,2026-09-02T12:21:16Z,Worldquant Brain——我的人生启蒙导师 【传奇耐打王系列四】,https://support.worldquantbrain.com/hc/en-us/community/posts/40763583634839,ai,screened,17,True,
40760257415959,2026-05-27T02:17:50Z,2026-08-29T17:09:35Z,0帧起手的字段构建【传奇耐打王系列三】,https://support.worldquantbrain.com/hc/en-us/community/posts/40760257415959,data,synthesized,14,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
40742727142679,2026-05-26T15:07:19Z,2026-08-29T02:09:55Z,Python Alpha 平台限制粗略小结，请大佬指正,https://support.worldquantbrain.com/hc/en-us/community/posts/40742727142679,engineering,synthesized,17,True,00-restart/corrections.md;02-ai-mining/python-alpha.md;06-sources/curated.md
40740164729111,2026-05-26T13:51:08Z,2026-07-20T10:40:32Z,[Python Alpha 挑战赛] 为 Python Alpha 补充 35+ 专业量化操作符：TA-Lib / Qlib 风格向量化实现,https://support.worldquantbrain.com/hc/en-us/community/posts/40740164729111,optimization,screened,5,True,
40740029001239,2026-05-26T13:47:56Z,2026-08-29T02:11:59Z,[Python Alpha 挑战赛] AI Agent 自动将 Fast Expression 转为 Python Alpha 并回测,https://support.worldquantbrain.com/hc/en-us/community/posts/40740029001239,ai,screened,8,True,
40737593669911,2026-05-26T12:16:19Z,2026-08-29T02:12:03Z,【经验分享】尝试Python alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40737593669911,lessons,screened,11,True,
40736166342679,2026-05-26T10:42:20Z,2026-07-14T13:21:07Z,🎉【Python Alpha 灵感】征文活动！,https://support.worldquantbrain.com/hc/en-us/community/posts/40736166342679,events,screened,14,True,
40735661471383,2026-05-26T09:55:25Z,2026-08-29T02:14:08Z,这个模版到底怎么做？【传奇耐打王系列三】,https://support.worldquantbrain.com/hc/en-us/community/posts/40735661471383,general,screened,14,True,
40734437350679,2026-05-26T07:35:08Z,2026-09-07T01:14:33Z,这个因子到底有没有混信号？【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/40734437350679,general,screened,17,True,
40734489248151,2026-05-26T07:34:44Z,2026-08-29T02:16:12Z,Python alpha 提交经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40734489248151,lessons,screened,19,True,
40732429672343,2026-05-26T03:17:52Z,2026-09-10T15:02:58Z,【经验分享】我是如何从0到1做出python alpha的（附提示词）,https://support.worldquantbrain.com/hc/en-us/community/posts/40732429672343,lessons,screened,5,True,
40719428121623,2026-05-25T14:37:20Z,2026-07-15T09:07:54Z,"MCP 服务器支持 Python Alpha（language=""PYTHON""），同时保持原有 FASTEXPR 功能完全不受影响",https://support.worldquantbrain.com/hc/en-us/community/posts/40719428121623,ai,screened,8,True,
40703455289623,2026-05-24T14:39:29Z,2026-08-21T08:33:31Z,【AI打工人】代码公开，0基础使用，给AI流水线生成的alpha加上名字,https://support.worldquantbrain.com/hc/en-us/community/posts/40703455289623,ai,screened,8,True,
40698184990615,2026-05-24T02:51:31Z,2026-09-02T10:49:18Z,osmosis自动设置,https://support.worldquantbrain.com/hc/en-us/community/posts/40698184990615,portfolio,screened,9,True,
40684608877591,2026-05-23T04:45:29Z,2026-08-07T10:43:19Z,【经验分享】一句话改造mcp支持pyhton alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40684608877591,lessons,screened,5,True,
40667155168791,2026-05-22T15:26:39Z,2026-09-05T10:45:22Z,提交按钮绿了?先别急！alpha提交前的检查清单,https://support.worldquantbrain.com/hc/en-us/community/posts/40667155168791,general,screened,0,True,
40639393075223,2026-05-21T14:52:02Z,2026-07-04T08:56:45Z,【经验分享】什么？菜鸡gold也能三天连续90刀+,https://support.worldquantbrain.com/hc/en-us/community/posts/40639393075223,lessons,screened,8,True,
40604927279895,2026-05-20T09:42:57Z,2026-07-26T13:32:41Z,🚀 【26年5月主题活动】「Osmosis 破浪挑战赛」：启动你的收益引擎，赢取BRAIN周边积分！,https://support.worldquantbrain.com/hc/en-us/community/posts/40604927279895,events,screened,40,True,
40600316595351,2026-05-20T01:33:24Z,2026-07-07T14:03:38Z,Antigravity CLI连接MCP问题解决,https://support.worldquantbrain.com/hc/en-us/community/posts/40600316595351,ai,screened,2,True,
40580373831447,2026-05-19T13:23:30Z,2026-09-03T03:22:56Z,分享一个类似codex的软件，阿里的最新Qoder，目前可以免费使用两周,https://support.worldquantbrain.com/hc/en-us/community/posts/40580373831447,ai,screened,2,True,
40576501149463,2026-05-19T09:29:50Z,2026-06-25T14:57:44Z,【大角羊】经验分享：一分钟学会解封账号！,https://support.worldquantbrain.com/hc/en-us/community/posts/40576501149463,lessons,screened,9,True,
40544447671959,2026-05-18T02:36:10Z,2026-08-16T02:36:32Z,【即插即用】⚡OS自动重分配⚡️到恰好10万分,https://support.worldquantbrain.com/hc/en-us/community/posts/40544447671959,general,screened,10,True,
40533711115927,2026-05-17T10:01:03Z,2026-07-26T07:12:26Z,【Combined Alpha Performance】踩坑分享，纯新手comb -2+,https://support.worldquantbrain.com/hc/en-us/community/posts/40533711115927,lessons,synthesized,11,True,08-alpha-optimization/portfolio-and-correlation.md;09-experience-lessons/failure-casebook.md
40532948003479,2026-05-17T07:52:43Z,2026-08-13T13:58:43Z,不使用 GitHub，如何把代码在不同机器之间同步,https://support.worldquantbrain.com/hc/en-us/community/posts/40532948003479,engineering,screened,0,True,
40531705016855,2026-05-17T04:34:24Z,2026-08-07T10:47:28Z,通过 Zendesk API 直接获取 WQB 平台资源 — 告别浏览器依赖,https://support.worldquantbrain.com/hc/en-us/community/posts/40531705016855,engineering,synthesized,4,True,03-engineering/2026-operating-lessons.md
40531412200471,2026-05-17T03:51:16Z,2026-09-10T04:54:52Z,用AI优化【Japan Robustness Sharpe】的一些工作流经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40531412200471,lessons,screened,0,True,
40531102400663,2026-05-17T03:13:53Z,2026-07-08T13:55:25Z,"OpenCode+MCP,分析一个数据集（包含提示词）",https://support.worldquantbrain.com/hc/en-us/community/posts/40531102400663,data,screened,8,True,
40530659645719,2026-05-17T02:09:56Z,2026-09-08T14:43:57Z,挖掘 Token 黑洞 01：MCP Simulation 如何吞掉 70%+ 的可读上下文,https://support.worldquantbrain.com/hc/en-us/community/posts/40530659645719,ai,synthesized,11,True,02-ai-mining/2026-methods-and-failures.md
40520794084119,2026-05-16T13:52:25Z,2026-09-02T16:34:47Z,vf从0.95暴跌到0.57，cb从1点多到0.几点的反思,https://support.worldquantbrain.com/hc/en-us/community/posts/40520794084119,lessons,screened,9,True,
40490830379415,2026-05-15T08:28:18Z,2026-09-07T05:39:02Z,【免费API】deepseekv4系列+AI编程神器9router,https://support.worldquantbrain.com/hc/en-us/community/posts/40490830379415,ai,screened,6,True,
40458012001815,2026-05-14T01:31:38Z,2026-07-25T11:21:49Z,Python纯代码获取论坛内容(不使用任何无头浏览器等操作),https://support.worldquantbrain.com/hc/en-us/community/posts/40458012001815,engineering,synthesized,2,True,03-engineering/2026-operating-lessons.md
40434113248791,2026-05-13T10:17:54Z,2026-07-21T03:10:00Z,【不太一样的ownSA自动化】聚类助你突破ownSA瓶颈，有点抽象，欢迎大家批评指正，附开箱即用代码,https://support.worldquantbrain.com/hc/en-us/community/posts/40434113248791,engineering,screened,4,True,
40433337996183,2026-05-13T08:58:57Z,2026-09-06T02:41:29Z,"【经验分享】涅槃重生：vf从0.18到0.97,combine从-1.25到2.02！",https://support.worldquantbrain.com/hc/en-us/community/posts/40433337996183,lessons,screened,33,True,
40433238987159,2026-05-13T08:46:13Z,2026-08-28T18:02:50Z,【alpha灵感】双字段alpha构建提示次，助力各位60塔,https://support.worldquantbrain.com/hc/en-us/community/posts/40433238987159,ideas,synthesized,26,True,01-alpha-ideas/relationship-and-extension-cards.md
40431103477527,2026-05-13T04:25:38Z,2026-06-29T14:28:55Z,有大佬知道新的那个Brain python的里面的brain工具包在哪里下载不,https://support.worldquantbrain.com/hc/en-us/community/posts/40431103477527,ai,screened,9,True,
40406240166807,2026-05-12T10:37:45Z,2026-07-28T03:42:27Z,【代码优化】三行代码解决MCP回测卡顿断线的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/40406240166807,optimization,screened,10,True,
40373405530647,2026-05-11T03:11:42Z,2026-09-10T02:00:43Z,BRAIN Consultant 兼职定位与行为边界的建议和分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40373405530647,ai,screened,61,True,
40373352844439,2026-05-11T03:07:53Z,2026-06-29T14:28:24Z,借助与AI和MCP，我是怎样分析一个数据集的?,https://support.worldquantbrain.com/hc/en-us/community/posts/40373352844439,data,screened,14,True,
40372795793687,2026-05-11T02:04:31Z,2026-06-25T14:54:04Z,"一个新的免费token plan: 商汤-日日新，支持deep seek v4 flash, 附minimax2.7, gemini pro3对比",https://support.worldquantbrain.com/hc/en-us/community/posts/40372795793687,events,screened,12,True,
40347330265879,2026-05-09T06:17:45Z,2026-07-07T13:52:09Z,【龙虎榜·卷二】Combine惊雷再起，VF季决尘埃落定，神秘GM满值归来，万刀之上几何？,https://support.worldquantbrain.com/hc/en-us/community/posts/40347330265879,lessons,screened,11,True,
40346082255255,2026-05-09T03:28:51Z,2026-09-10T05:34:19Z,【经验总结】Osmosis / OSM：根本原理、Alpha 池筛选与点数分配方法,https://support.worldquantbrain.com/hc/en-us/community/posts/40346082255255,lessons,synthesized,6,True,08-alpha-optimization/portfolio-and-correlation.md
40321767904023,2026-05-08T08:38:44Z,2026-07-18T16:38:43Z,【经验分享】Combine大幅提升，增幅高达1.74,https://support.worldquantbrain.com/hc/en-us/community/posts/40321767904023,lessons,screened,14,True,
40297238763159,2026-05-07T12:43:54Z,2026-09-09T00:39:26Z,分享我的 AI 因子挖掘流程：20 天 11 塔，尽量自动化，打工人友好,https://support.worldquantbrain.com/hc/en-us/community/posts/40297238763159,ai,screened,19,True,
40294373064855,2026-05-07T09:18:06Z,2026-09-10T23:23:28Z,稳稳拿下gm，combine到六维的耕耘经验,https://support.worldquantbrain.com/hc/en-us/community/posts/40294373064855,lessons,screened,16,True,
40292420301591,2026-05-07T05:28:27Z,2026-06-29T14:28:24Z,【工具分享】Pkgdiff：在线免费给cnhkmcp做版本差异分析,https://support.worldquantbrain.com/hc/en-us/community/posts/40292420301591,ai,screened,6,True,
40290434309655,2026-05-07T02:02:22Z,2026-06-29T14:28:23Z,最近跑通的一套 Alpha 研究“反馈回路”：少一点玄学，多一点可验证,https://support.worldquantbrain.com/hc/en-us/community/posts/40290434309655,general,synthesized,6,True,02-ai-mining/2026-methods-and-failures.md
40287368788375,2026-05-06T22:44:53Z,2026-08-27T17:36:56Z,【技术科普】在论坛发布彩色的帖子,https://support.worldquantbrain.com/hc/en-us/community/posts/40287368788375,general,screened,2,True,
40264015704215,2026-05-06T07:16:11Z,2026-08-07T10:45:43Z,【解决tag过多不好找的实用插件】妈妈再也不用担心我划拉半天没找到要找的tag啦,https://support.worldquantbrain.com/hc/en-us/community/posts/40264015704215,engineering,screened,0,True,
40236868764567,2026-05-05T12:08:41Z,2026-07-30T12:30:44Z,解决 Codebuddy code 迭代回测alpha时突然停下的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/40236868764567,engineering,screened,6,True,
40175357844503,2026-05-02T07:03:40Z,2026-08-26T07:04:06Z,PYTHON alpha的ast解析和语法检查,https://support.worldquantbrain.com/hc/en-us/community/posts/40175357844503,engineering,screened,5,True,
40153456172567,2026-05-01T12:41:40Z,2026-09-03T08:33:16Z,痛失GM，新手的Q1总结,https://support.worldquantbrain.com/hc/en-us/community/posts/40153456172567,lessons,screened,9,True,
40150797833239,2026-05-01T08:29:11Z,2026-09-02T04:16:47Z,WorldQuant BRAIN MCP 工具调用架构升级：从 Stdio 到 HTTP API,https://support.worldquantbrain.com/hc/en-us/community/posts/40150797833239,ai,screened,5,True,
40134245568663,2026-04-30T16:58:44Z,2026-08-26T18:09:21Z,【Alpha灵感】全球第一个MEA因子（零PC alpha），我是怎么做出来的？,https://support.worldquantbrain.com/hc/en-us/community/posts/40134245568663,ideas,synthesized,11,True,01-alpha-ideas/relationship-and-extension-cards.md
40091088861591,2026-04-29T04:36:13Z,2026-09-11T00:34:14Z,【工具优化】技能brain-data-scope（华子哥插件插件的数据分析模块）,https://support.worldquantbrain.com/hc/en-us/community/posts/40091088861591,optimization,screened,8,True,
40089426663959,2026-04-29T01:44:21Z,2026-09-09T09:41:52Z,【OB】一个自进化的 RAG 搜索系统🎯,https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959,general,screened,15,True,
40074294140695,2026-04-28T16:35:22Z,2026-06-27T04:00:31Z,免费申请小米百万亿 Token 创造者激励计划,https://support.worldquantbrain.com/hc/en-us/community/posts/40074294140695,events,screened,3,True,
40062800087575,2026-04-28T06:37:00Z,2026-06-28T08:17:20Z,小米 MiMo-V2.5 开源及 100T Token 免费申请活动分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40062800087575,events,screened,3,True,
40031467208983,2026-04-27T03:06:25Z,2026-08-08T18:17:02Z,【💻云服务器】一键抢购腾讯元4核4G服务器,https://support.worldquantbrain.com/hc/en-us/community/posts/40031467208983,engineering,screened,0,True,
40020159075607,2026-04-26T08:13:45Z,2026-07-16T08:03:37Z,【Alpha 模板】ASI推出新的universes：TOP500，成功点亮Risk Pyramid,https://support.worldquantbrain.com/hc/en-us/community/posts/40020159075607,ideas,synthesized,8,True,01-alpha-ideas/relationship-and-extension-cards.md
40019402844055,2026-04-26T05:48:57Z,2026-06-27T03:06:10Z,【噢耶斯】一键降低40%的token使用量(api请求量)——自动修复alpha表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/40019402844055,engineering,screened,6,True,
40018309999767,2026-04-26T02:54:34Z,2026-06-27T03:23:29Z,智谱GLM 抢购 油猴脚本【即插即用】我已抢购到啦,https://support.worldquantbrain.com/hc/en-us/community/posts/40018309999767,engineering,screened,5,True,
39975714633751,2026-04-24T01:13:58Z,2026-07-05T15:18:41Z,【实用工具】一键统计各地区当月纯PPA数量，避开提交上限与Bug陷阱,https://support.worldquantbrain.com/hc/en-us/community/posts/39975714633751,engineering,screened,5,True,
39947433598871,2026-04-23T01:05:41Z,2026-08-22T05:25:44Z,【学习笔记】Fast+Slow 快慢因子组合：解决因子实操难题的思路探讨,https://support.worldquantbrain.com/hc/en-us/community/posts/39947433598871,portfolio,screened,2,True,
39947266331031,2026-04-23T00:58:16Z,2026-06-29T06:30:32Z,【顾问心得】Osmosis 分数总不稳？我跟 AI 学习组合逻辑,https://support.worldquantbrain.com/hc/en-us/community/posts/39947266331031,lessons,screened,2,True,
39945764650263,2026-04-22T23:11:21Z,2026-09-06T06:11:03Z,【经验分享】我如何坚持半年只用 AI 找 Alpha：WorldQuant BRAIN 上的 Agent 搭建、优化与反思,https://support.worldquantbrain.com/hc/en-us/community/posts/39945764650263,lessons,synthesized,29,True,09-experience-lessons/failure-casebook.md
39923106285207,2026-04-22T07:24:19Z,2026-06-27T02:52:29Z,【征文邀请】那些你在IQC踩过的坑，可能正是今年选手最需要的答案,https://support.worldquantbrain.com/hc/en-us/community/posts/39923106285207,general,screened,6,True,
39922788056343,2026-04-22T06:45:00Z,2026-09-09T05:42:45Z,【Eligibility Criteria篇】一文告诉你如何GOLD直通Grandmaster！（上篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/39922788056343,general,screened,75,True,
39922320882455,2026-04-22T05:47:36Z,2026-08-07T10:56:38Z,正版AI工具包合集优惠推荐 Lenny‘s newsletter bundle 无封号困扰,https://support.worldquantbrain.com/hc/en-us/community/posts/39922320882455,guides,screened,2,True,
39920503976087,2026-04-22T02:17:02Z,2026-09-02T03:41:38Z,如何通过【Robust universe Sharpe and returns】检测的一些尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/39920503976087,optimization,synthesized,7,True,08-alpha-optimization/diagnostic-workflow.md
39907023480599,2026-04-21T16:20:17Z,2026-07-20T11:19:17Z,【WQ Manager】大更新！新增Base Payment排行榜！,https://support.worldquantbrain.com/hc/en-us/community/posts/39907023480599,general,screened,14,True,
39899189437847,2026-04-21T10:16:07Z,2026-07-27T23:53:09Z,【工具分享】（即插即用）AI写description费token？直接用网页版就好了,https://support.worldquantbrain.com/hc/en-us/community/posts/39899189437847,ai,screened,0,True,
39873247817495,2026-04-20T12:33:20Z,2026-08-19T03:15:20Z,一键自动化回测代码分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39873247817495,engineering,screened,0,True,
39870945020183,2026-04-20T09:49:12Z,2026-09-09T02:29:34Z,"【代码分享】AI生成Alpha总是”凭空想象""？给它喂论文，鱼饵才对味！",https://support.worldquantbrain.com/hc/en-us/community/posts/39870945020183,ai,screened,8,True,
39870662977687,2026-04-20T09:19:58Z,2026-07-14T10:53:29Z,经验分享：最近做 Regular 点塔时反复踩到的几个坑,https://support.worldquantbrain.com/hc/en-us/community/posts/39870662977687,lessons,synthesized,8,True,09-experience-lessons/failure-casebook.md
39868267753623,2026-04-20T04:14:46Z,2026-08-30T09:29:48Z,Pipeline MCP 深度版：面向多样性、高质量、低相关性 Alpha 持续生产的编排架构实践,https://support.worldquantbrain.com/hc/en-us/community/posts/39868267753623,portfolio,synthesized,8,True,03-engineering/2026-operating-lessons.md
39859045823511,2026-04-19T13:14:48Z,2026-08-22T11:52:09Z,【经验分享】新人顾问0.5--->0.62--->0.95--->0.99vf经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39859045823511,lessons,screened,7,True,
39858612511383,2026-04-19T12:35:29Z,2026-06-28T08:19:08Z,【经验分享】云端磁盘深度清理，让云端更加流畅丝滑,https://support.worldquantbrain.com/hc/en-us/community/posts/39858612511383,lessons,screened,2,True,
39857630237591,2026-04-19T10:23:42Z,2026-08-23T13:07:29Z,我的Alpha提交算法进化史：从团划分剪枝到最大权重独立集,https://support.worldquantbrain.com/hc/en-us/community/posts/39857630237591,general,synthesized,4,True,08-alpha-optimization/portfolio-and-correlation.md
39854893045655,2026-04-19T02:51:39Z,2026-09-07T12:28:49Z,穿透参数迷雾：量化策略的敏感度分析与鲁棒性构建,https://support.worldquantbrain.com/hc/en-us/community/posts/39854893045655,general,synthesized,5,True,08-alpha-optimization/diagnostic-workflow.md
39854742805271,2026-04-19T02:26:34Z,2026-07-29T07:02:19Z,26.04.19 新顾问培训AI打工人安装 codebuddy配置版.,https://support.worldquantbrain.com/hc/en-us/community/posts/39854742805271,events,screened,13,True,
39845230299927,2026-04-18T12:59:03Z,2026-08-01T17:39:01Z,【Alpha灵感】AI搜索字段极性配对，构建低PC因子(附提示词),https://support.worldquantbrain.com/hc/en-us/community/posts/39845230299927,ideas,synthesized,15,True,00-restart/2026-timeline.md;01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
39826862025879,2026-04-17T16:35:24Z,2026-07-15T11:04:57Z,World Quant漫画（第三期）,https://support.worldquantbrain.com/hc/en-us/community/posts/39826862025879,general,screened,12,True,
39822852669079,2026-04-17T14:36:50Z,2026-07-17T04:47:53Z,多图解析USA最新3x High Turnover Theme国区提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/39822852669079,optimization,screened,6,True,
39759673422487,2026-04-15T09:27:39Z,2026-08-13T14:05:49Z,在wq半年：从1.5刀到100刀，我是怎么做到连续三个月vf1.0+comb2.94的,https://support.worldquantbrain.com/hc/en-us/community/posts/39759673422487,lessons,screened,12,True,
39759058734359,2026-04-15T08:23:19Z,2026-07-29T07:24:15Z,【新人心魔】打破心魔之旅：这样的因子到底要不要交？,https://support.worldquantbrain.com/hc/en-us/community/posts/39759058734359,general,screened,9,True,
39756841978519,2026-04-15T03:48:36Z,2026-09-08T13:50:31Z,【TOKEN王】全球 2026Q2 geniusLevel 分组六维数据统计分析,https://support.worldquantbrain.com/hc/en-us/community/posts/39756841978519,general,screened,9,True,
39729140385559,2026-04-14T06:17:42Z,2026-09-08T06:02:21Z,【差生文具多】WQ助手1.02版(安卓版本+windows版本),https://support.worldquantbrain.com/hc/en-us/community/posts/39729140385559,general,screened,14,True,
39728814444695,2026-04-14T05:42:52Z,2026-07-30T02:16:37Z,26年Q1 Genius定级已更新，Q2赛季加油！,https://support.worldquantbrain.com/hc/en-us/community/posts/39728814444695,general,screened,20,True,
39710403268759,2026-04-13T15:33:25Z,2026-06-30T15:41:20Z,【资源分享】免费的claude opus 4.6 api - Replit,https://support.worldquantbrain.com/hc/en-us/community/posts/39710403268759,ai,screened,11,True,
39690289189015,2026-04-12T13:31:17Z,2026-06-29T20:16:29Z,【大角羊】一分钟掌握参加Orthogonal HTVR Theme要点（三倍加成）！,https://support.worldquantbrain.com/hc/en-us/community/posts/39690289189015,general,screened,14,True,
39659860284695,2026-04-10T17:19:12Z,2026-06-28T08:17:25Z,【代码分享】相关性剪枝，减少无效回测，拷贝即用,https://support.worldquantbrain.com/hc/en-us/community/posts/39659860284695,portfolio,synthesized,5,True,08-alpha-optimization/portfolio-and-correlation.md
39648644834967,2026-04-10T07:51:37Z,2026-07-27T23:26:48Z,ppa一键untag代码,https://support.worldquantbrain.com/hc/en-us/community/posts/39648644834967,engineering,screened,3,True,
39623025163415,2026-04-09T10:18:10Z,2026-06-29T02:46:14Z,别再在几百条 alpha里盲选了！我用“相关性分族 + 组内排序” 1 分钟提取数据集回测结果里最值得保留的那些alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/39623025163415,portfolio,screened,10,True,
39621432305175,2026-04-09T07:28:57Z,2026-09-04T08:13:43Z,【AIAC2.0 冠军】关于比赛过程中一些经验的交流,https://support.worldquantbrain.com/hc/en-us/community/posts/39621432305175,lessons,screened,9,True,
39567420541079,2026-04-07T11:00:52Z,2026-09-10T06:57:01Z,【个人经验】PPA 因子筛选标准与实战心得（适合新手参考）,https://support.worldquantbrain.com/hc/en-us/community/posts/39567420541079,lessons,screened,12,True,
39565397650839,2026-04-07T07:21:14Z,2026-04-15T16:44:18Z,低成本使用ai，助力回测！,https://support.worldquantbrain.com/hc/en-us/community/posts/39565397650839,ai,screened,1,True,
39531360358295,2026-04-05T17:23:40Z,2026-08-26T06:44:04Z,【新人向】是否还在对华子哥数据WebDataRAW不会解压而感到苦恼！即插即用代码来了，仅需Excel就可以进行数据分析！,https://support.worldquantbrain.com/hc/en-us/community/posts/39531360358295,engineering,screened,28,True,
39524416948887,2026-04-05T01:07:37Z,2026-07-16T01:00:28Z,"通俗易懂，从另一个角度理解一下方法vector_neut(x, y)、ts_vector_neut(x, y, d)、ts_vector_proj(x, y, d)",https://support.worldquantbrain.com/hc/en-us/community/posts/39524416948887,general,synthesized,11,True,07-professional-knowledge/data-and-signal-semantics.md
39467895537431,2026-04-02T10:10:48Z,2026-07-17T11:39:17Z,"VF1.0单周期狂赚$2,538.14！我的高Base骚操作大公开",https://support.worldquantbrain.com/hc/en-us/community/posts/39467895537431,lessons,screened,23,True,
39466731879063,2026-04-02T07:58:23Z,2026-07-15T11:04:44Z,【WQ Manager 新需求调研】想加一个每日base排行榜，会有多少同学使用？,https://support.worldquantbrain.com/hc/en-us/community/posts/39466731879063,general,screened,33,True,
39466506480663,2026-04-02T07:29:51Z,2026-07-28T07:51:41Z,【Consultant 101】手把手教你搭建本地因子库 ②,https://support.worldquantbrain.com/hc/en-us/community/posts/39466506480663,engineering,synthesized,1,True,03-engineering/architecture.md;06-sources/curated.md
39439719861399,2026-04-01T08:57:47Z,2026-07-30T02:16:40Z,征集｜Brain 用户访谈志愿者｜参与可获 200 积分,https://support.worldquantbrain.com/hc/en-us/community/posts/39439719861399,events,screened,34,True,
39438387680919,2026-04-01T05:55:12Z,2026-08-19T12:50:04Z,【26年4月主题活动】IQC 邀请 + Combined Alpha Performance 提升计划 (最高可获得300积分),https://support.worldquantbrain.com/hc/en-us/community/posts/39438387680919,events,screened,25,True,
39408397746199,2026-03-31T02:44:55Z,2026-09-08T01:53:13Z,【OSMOSIS新人友好版】真正的一键打分：指定区域清空+补齐10类+标签过滤,https://support.worldquantbrain.com/hc/en-us/community/posts/39408397746199,portfolio,screened,21,True,
39368763910807,2026-03-29T08:40:07Z,2026-06-29T00:02:35Z,【ValueFactor】关于这次更新VF从0.98突然暴跌至0.75的反思与警示,https://support.worldquantbrain.com/hc/en-us/community/posts/39368763910807,lessons,synthesized,19,True,09-experience-lessons/failure-casebook.md
39367839107095,2026-03-29T05:37:12Z,2026-09-11T00:19:43Z,手把手教学：新顾问如何安装APP+AI打工人模块,https://support.worldquantbrain.com/hc/en-us/community/posts/39367839107095,ai,screened,25,True,
39354616684439,2026-03-28T07:33:39Z,2026-09-10T03:45:40Z,【工作流分享】基于openclaw的自动化agent工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/39354616684439,ai,screened,8,True,
39354351739415,2026-03-28T06:32:44Z,2026-07-16T08:04:28Z,【QUANT101】什么是 Non-Compensated Alpha? 如何筛选 Compensated Alpha？,https://support.worldquantbrain.com/hc/en-us/community/posts/39354351739415,general,synthesized,4,True,03-engineering/2026-operating-lessons.md
39354315278103,2026-03-28T06:31:40Z,2026-06-10T00:20:46Z,【Agent Memory模块探索】用Supermemory在WorldQuant平台自动化挖掘Alpha因子,https://support.worldquantbrain.com/hc/en-us/community/posts/39354315278103,portfolio,screened,7,True,
39330854528151,2026-03-27T08:00:33Z,2026-09-06T17:51:56Z,经验分享-Combine提升之路-过山车的经历真刺激，从负数到2的来时路,https://support.worldquantbrain.com/hc/en-us/community/posts/39330854528151,lessons,screened,13,True,
39329143529751,2026-03-27T03:47:42Z,2026-06-29T13:49:39Z,【限时羊毛】只要邀请完成平台使用邮箱注册，即可获得IQC限定雨伞和背包！,https://support.worldquantbrain.com/hc/en-us/community/posts/39329143529751,events,screened,18,True,
39319955780887,2026-03-26T19:08:49Z,2026-09-06T11:38:31Z,【经验分享】用AI 跑了几百次回测还找不到优质信号，到底是池塘没鱼还是鱼饵不对？燃烧token！给 AI 装上导航！,https://support.worldquantbrain.com/hc/en-us/community/posts/39319955780887,guides,synthesized,83,True,02-ai-mining/2026-methods-and-failures.md
39306926420887,2026-03-26T11:18:56Z,2026-09-03T09:02:59Z,半自动化提交 试试这套代码’，高效省心,https://support.worldquantbrain.com/hc/en-us/community/posts/39306926420887,engineering,screened,3,True,
39305892045719,2026-03-26T09:35:11Z,2026-07-31T14:29:03Z,我依靠这套代码，半个月点了10个塔,https://support.worldquantbrain.com/hc/en-us/community/posts/39305892045719,engineering,screened,19,True,
39304762113815,2026-03-26T07:13:47Z,2026-09-10T04:17:24Z,Harness engineering下的AI Quant,https://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815,ai,screened,54,True,
39303870526487,2026-03-26T05:03:57Z,2026-06-10T17:44:05Z,ProdCorr改造插件，【即插即用】，直观显示Category，IS Testing Status 一键直达alphaid页面,https://support.worldquantbrain.com/hc/en-us/community/posts/39303870526487,portfolio,screened,17,True,
39302047350423,2026-03-26T01:37:21Z,2026-06-10T00:21:20Z,【Agent Memory 模块】OpenClaw节省Token的插件：PowerMem安装,https://support.worldquantbrain.com/hc/en-us/community/posts/39302047350423,ai,screened,3,True,
39289349830295,2026-03-25T17:07:49Z,2026-07-24T10:44:09Z,微信Clawbot接通AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/39289349830295,ai,screened,7,True,
39285932794391,2026-03-25T15:18:01Z,2026-09-06T15:18:05Z,鼠鼠靠着做WQ重启人生,https://support.worldquantbrain.com/hc/en-us/community/posts/39285932794391,general,screened,67,True,
39255045175191,2026-03-24T12:51:53Z,2026-08-22T04:18:03Z,积极拥抱AI-关于Claude-Code的agent-team功能的探索,https://support.worldquantbrain.com/hc/en-us/community/posts/39255045175191,ai,screened,15,True,
39253260827543,2026-03-24T11:12:58Z,2026-09-09T06:38:17Z,【工作流分享】Gold可用的Super Alpha挖掘策略,https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543,portfolio,screened,1,True,
39252022275223,2026-03-24T09:05:46Z,2026-08-25T05:11:11Z,【邪修】当龙虾没有饲料了怎么办？白嫖啊！,https://support.worldquantbrain.com/hc/en-us/community/posts/39252022275223,general,screened,10,True,
39251610735639,2026-03-24T08:15:29Z,2026-09-08T01:53:14Z,【VF 0.95收入经验分享】高VF如何拿到更高的base,https://support.worldquantbrain.com/hc/en-us/community/posts/39251610735639,lessons,screened,13,True,
39251361791255,2026-03-24T07:48:59Z,2026-06-10T00:22:14Z,Kiro + MCP学习记录,https://support.worldquantbrain.com/hc/en-us/community/posts/39251361791255,ai,screened,0,True,
39251146195607,2026-03-24T07:11:39Z,2026-06-27T11:51:55Z,我如何用 Codex 有soul 做 WorldQuant 自动量化研究，越用越聪明,https://support.worldquantbrain.com/hc/en-us/community/posts/39251146195607,ai,screened,8,True,
39250162065943,2026-03-24T04:58:59Z,2026-09-06T22:04:35Z,【我退税1W，你呢】2025年个税汇算清缴已开始，看看你是不是可以退税？,https://support.worldquantbrain.com/hc/en-us/community/posts/39250162065943,general,screened,41,True,
39249632575511,2026-03-24T03:46:09Z,2026-07-01T12:47:01Z,【ValueFactor】经验分享，纯新手VF 0.5 -> 0.97 -> 0.99,https://support.worldquantbrain.com/hc/en-us/community/posts/39249632575511,lessons,screened,6,True,
39249078858647,2026-03-24T02:46:56Z,2026-08-18T11:50:52Z,osmosis point一键备份及恢复,https://support.worldquantbrain.com/hc/en-us/community/posts/39249078858647,portfolio,screened,0,True,
39234849586967,2026-03-23T16:32:17Z,2026-07-27T10:55:38Z,【Quant101】AIAC2.0 TOP25 经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39234849586967,lessons,screened,6,True,
39226209183127,2026-03-23T11:17:01Z,2026-06-28T00:32:09Z,不用龙虾，也能远程给Claude布置任务--Claude Channels用法简介,https://support.worldquantbrain.com/hc/en-us/community/posts/39226209183127,ai,screened,1,True,
39225718749591,2026-03-23T10:31:04Z,2026-09-02T07:07:41Z,【有奖SKILL征文】分享你的AI工作流、提示词、还有它的SOUL,https://support.worldquantbrain.com/hc/en-us/community/posts/39225718749591,events,screened,34,True,
39225136138263,2026-03-23T09:26:56Z,2026-06-10T00:22:46Z,osmosisPoints一键清零代码,https://support.worldquantbrain.com/hc/en-us/community/posts/39225136138263,portfolio,screened,24,True,
39224484288663,2026-03-23T07:57:42Z,2026-07-17T17:46:56Z,[经验分享]一觉醒来全球combine缩水，只有我保持不变❓（总池combine全球第一）,https://support.worldquantbrain.com/hc/en-us/community/posts/39224484288663,lessons,synthesized,22,True,09-experience-lessons/failure-casebook.md
39224495902103,2026-03-23T07:55:35Z,2026-06-10T00:22:56Z,新晋顾问26天经验与踩坑分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39224495902103,lessons,screened,17,True,
39224451555223,2026-03-23T07:47:43Z,2026-06-10T00:23:00Z,成为顾问的100天感想：道阻且长，唯有沉心学习。,https://support.worldquantbrain.com/hc/en-us/community/posts/39224451555223,general,screened,8,True,
39224259294999,2026-03-23T07:15:35Z,2026-08-06T03:19:39Z,【代码分享】遇到429时，我用代码写了个一套管理机制来动态控制并发数,https://support.worldquantbrain.com/hc/en-us/community/posts/39224259294999,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md
39223126454679,2026-03-23T04:23:56Z,2026-09-09T11:03:09Z,【AI提示词分享】一套基于Gemini Cli的因子优化提示词---即ctrl即用,https://support.worldquantbrain.com/hc/en-us/community/posts/39223126454679,optimization,screened,12,True,
39223135297431,2026-03-23T04:22:04Z,2026-06-29T00:04:20Z,"""看一眼线""，那是在看啥，Alpha""续航力评分""工具",https://support.worldquantbrain.com/hc/en-us/community/posts/39223135297431,engineering,screened,11,True,
39215982466071,2026-03-22T16:09:07Z,2026-08-08T00:46:41Z,[skills小工具]将数据库中数据封装成skills，用于AI工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/39215982466071,ai,synthesized,5,True,02-ai-mining/2026-methods-and-failures.md
39213565539095,2026-03-22T12:00:01Z,2026-07-29T14:28:19Z,【Quant101】手把手教你搭建本地因子库 ①,https://support.worldquantbrain.com/hc/en-us/community/posts/39213565539095,engineering,screened,11,True,
39211291325335,2026-03-22T04:36:51Z,2026-08-26T06:57:45Z,成为Expert的VF爬升之路：0.68-0.98-0.99,https://support.worldquantbrain.com/hc/en-us/community/posts/39211291325335,lessons,screened,6,True,
39202207210135,2026-03-21T13:59:19Z,2026-09-07T11:47:49Z,[代码优化]精准Osmosis10万点数（误差只有1）,https://support.worldquantbrain.com/hc/en-us/community/posts/39202207210135,portfolio,screened,3,True,
39201891253911,2026-03-21T13:28:41Z,2026-06-27T03:44:35Z,iflow cli将4月停止维护，提前使用opencode免费使用MiMo模型MiniMax等模型,https://support.worldquantbrain.com/hc/en-us/community/posts/39201891253911,ai,screened,12,True,
39195490429847,2026-03-20T23:15:50Z,2026-07-28T12:18:09Z,WorldQuant BRAIN 量化策略影响力有向图解析：那些决定成败的关键回路,https://support.worldquantbrain.com/hc/en-us/community/posts/39195490429847,ai,screened,9,True,
39183798681239,2026-03-20T16:23:31Z,2026-06-10T00:23:49Z,将从网页拉取的数据存储到数据库,https://support.worldquantbrain.com/hc/en-us/community/posts/39183798681239,engineering,screened,5,True,
39171807994519,2026-03-20T01:44:04Z,2026-07-30T02:16:44Z,OpenClaw + BRAIN 经验分享：我只改了 memory 分层，干活稳定很多,https://support.worldquantbrain.com/hc/en-us/community/posts/39171807994519,lessons,screened,18,True,
39156513806871,2026-03-19T16:05:12Z,2026-08-14T15:27:59Z,【日常生活贴】我的量化日记第十一季,https://support.worldquantbrain.com/hc/en-us/community/posts/39156513806871,lessons,screened,1323,True,
39118594803095,2026-03-18T03:29:30Z,2026-09-02T03:42:49Z,关于降Prod Correlation的实践（一）,https://support.worldquantbrain.com/hc/en-us/community/posts/39118594803095,portfolio,synthesized,18,True,08-alpha-optimization/portfolio-and-correlation.md
39117486836375,2026-03-18T01:55:55Z,2026-07-03T17:06:00Z,cnhkmcp中的报错修复，及pipeline不能启动的修复,https://support.worldquantbrain.com/hc/en-us/community/posts/39117486836375,ai,screened,6,True,
39091774330007,2026-03-17T06:55:31Z,2026-06-27T03:32:06Z,[经验分享]近五天OSM平均0.79，单日最高0.95，我可能做对了什么,https://support.worldquantbrain.com/hc/en-us/community/posts/39091774330007,lessons,screened,0,True,
39072175598103,2026-03-16T15:25:23Z,2026-08-25T12:50:27Z,[新手向]关于我上赛季冲刺点塔踩的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/39072175598103,general,screened,6,True,
39071216934295,2026-03-16T14:57:21Z,2026-06-10T00:24:15Z,一次艰难的gemini报错调试修复记录,https://support.worldquantbrain.com/hc/en-us/community/posts/39071216934295,ai,screened,7,True,
39070572131479,2026-03-16T14:38:50Z,2026-06-10T17:44:07Z,Claude Code 双倍额度限时，国内用户时差红利，附精准时间表,https://support.worldquantbrain.com/hc/en-us/community/posts/39070572131479,ai,screened,6,True,
39070236782231,2026-03-16T14:29:42Z,2026-06-10T00:24:29Z,OpenClaw“三省六部”架构助力Alpha构建实践,https://support.worldquantbrain.com/hc/en-us/community/posts/39070236782231,general,screened,13,True,
39061898258071,2026-03-16T05:55:04Z,2026-07-28T11:16:57Z,workbuddy让回测更方便,https://support.worldquantbrain.com/hc/en-us/community/posts/39061898258071,engineering,screened,14,True,
39050410166807,2026-03-15T13:53:18Z,2026-09-03T01:53:10Z,关于IS ladder sharpe优化的一点实践经验,https://support.worldquantbrain.com/hc/en-us/community/posts/39050410166807,lessons,screened,5,True,
39035430170135,2026-03-14T14:22:46Z,2026-07-30T02:58:45Z,【经验分享】第一个35SA的生成之路-你认为的好对SA来说不一定真的好,https://support.worldquantbrain.com/hc/en-us/community/posts/39035430170135,lessons,screened,16,True,
39034638600343,2026-03-14T13:10:48Z,2026-06-10T00:24:52Z,写了一个专门生成提交alpha 的open claw 的skill,https://support.worldquantbrain.com/hc/en-us/community/posts/39034638600343,ai,screened,4,True,
39034538171159,2026-03-14T13:02:40Z,2026-08-27T12:51:09Z,【深度分享】我是怎么给 Claude + BRAIN 做了一套全自动挖矿 Pipeline MCP 的,https://support.worldquantbrain.com/hc/en-us/community/posts/39034538171159,ai,screened,8,True,
39008832536599,2026-03-13T10:36:09Z,2026-06-10T00:25:00Z,【你用什么模型？】主流大模型评测,https://support.worldquantbrain.com/hc/en-us/community/posts/39008832536599,ai,screened,1,True,
39007426454423,2026-03-13T07:33:02Z,2026-07-15T11:05:00Z,预测你的Osmosis combined performance排名! 看看你排在哪里？ - by 亚当,https://support.worldquantbrain.com/hc/en-us/community/posts/39007426454423,portfolio,screened,3,True,
39007288486679,2026-03-13T07:11:51Z,2026-07-20T11:19:16Z,【base经验分享方向帖 】带你分析vf0.77 如何吃到50刀 上篇,https://support.worldquantbrain.com/hc/en-us/community/posts/39007288486679,lessons,screened,10,True,
38989280956951,2026-03-12T15:18:17Z,2026-09-08T11:56:02Z,AI教我写模板,https://support.worldquantbrain.com/hc/en-us/community/posts/38989280956951,ai,screened,9,True,
38980270292631,2026-03-12T04:28:30Z,2026-08-24T11:13:04Z,16815刀季度奖经验分享-小虎,https://support.worldquantbrain.com/hc/en-us/community/posts/38980270292631,events,synthesized,43,True,09-experience-lessons/competition-evidence.md
38979392093591,2026-03-12T02:49:10Z,2026-06-30T18:10:16Z,差一点就能提交的alpha怎么救？我的10个方法,https://support.worldquantbrain.com/hc/en-us/community/posts/38979392093591,general,screened,0,True,
38979342434455,2026-03-12T02:46:36Z,2026-08-06T06:46:57Z,【工具分享】用Claude Code + MCP搭建全自动因子挖掘流水线的实践,https://support.worldquantbrain.com/hc/en-us/community/posts/38979342434455,ai,screened,23,True,
38953629858327,2026-03-11T06:39:16Z,2026-06-27T11:49:20Z,【VF0.74 BASE居然也能40刀！】每日base方向帖,https://support.worldquantbrain.com/hc/en-us/community/posts/38953629858327,lessons,screened,31,True,
38932709256727,2026-03-10T14:03:07Z,2026-09-09T03:25:50Z,【经验分享】我的上分之路：Gold→Master→Grandmaster,https://support.worldquantbrain.com/hc/en-us/community/posts/38932709256727,lessons,screened,39,True,
38927243023383,2026-03-10T08:05:28Z,2026-08-13T11:18:06Z,【贺六浑】从大厂内卷到18线小城：稳吃保底与我的两次GM进阶之路,https://support.worldquantbrain.com/hc/en-us/community/posts/38927243023383,lessons,screened,32,True,
38927191768343,2026-03-10T07:58:12Z,2026-08-13T11:18:06Z,USA analyst一些具有经济学意义的重组数据字段,https://support.worldquantbrain.com/hc/en-us/community/posts/38927191768343,data,synthesized,23,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
38909536551575,2026-03-09T17:08:15Z,2026-06-10T00:26:42Z,【贺六浑】OpenClaw 快速安装与避坑指南,https://support.worldquantbrain.com/hc/en-us/community/posts/38909536551575,general,screened,17,True,
38898494065943,2026-03-09T09:08:29Z,2026-08-10T02:00:00Z,【经验分享】成为顾问一个月，拿下Daily Osmosis Rank全球第一名,https://support.worldquantbrain.com/hc/en-us/community/posts/38898494065943,lessons,screened,20,True,
38872742474775,2026-03-07T07:49:27Z,2026-08-28T08:43:22Z,基于贝叶斯优化的 Alpha 参数遍历工作流：高效打破回撤限制,https://support.worldquantbrain.com/hc/en-us/community/posts/38872742474775,optimization,screened,5,True,
38872307253655,2026-03-07T06:32:13Z,2026-08-27T09:30:13Z,【效率王】APP-3.0：完全自动化时代,https://support.worldquantbrain.com/hc/en-us/community/posts/38872307253655,general,screened,112,True,
38870096703639,2026-03-07T01:34:56Z,2026-09-02T03:44:28Z,分享一个自用的AI点塔工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/38870096703639,ai,screened,17,True,
38846989093911,2026-03-06T06:40:33Z,2026-06-15T14:58:55Z,【API限时羊毛】注册实名可获得150+元免费LLM-API额度,https://support.worldquantbrain.com/hc/en-us/community/posts/38846989093911,events,screened,7,True,
38846510482967,2026-03-06T05:36:31Z,2026-07-09T04:27:57Z,关于Combined Power Pool Alpha Performance持续稳定的猜想（2.12-2.42-1.97-2.62-2.67）,https://support.worldquantbrain.com/hc/en-us/community/posts/38846510482967,portfolio,screened,19,True,
38846177369751,2026-03-06T04:49:03Z,2026-06-10T00:27:17Z,【咖啡蛇】告别重复造轮子！我的Python会话管理模块如何解决API请求的3大痛点,https://support.worldquantbrain.com/hc/en-us/community/posts/38846177369751,engineering,screened,6,True,
38845039675287,2026-03-06T02:43:18Z,2026-06-28T08:57:40Z,临时解决alpha页面不能翻页的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/38845039675287,general,screened,5,True,
38844379720727,2026-03-06T02:03:28Z,2026-09-03T09:40:36Z,"作为一个gold级别的新人,我是怎么点满60个塔",https://support.worldquantbrain.com/hc/en-us/community/posts/38844379720727,general,screened,25,True,
38829258896919,2026-03-05T16:56:23Z,2026-07-10T10:46:18Z,你说打工人大烧钱了？不舍得用，那就来薅一下openai的羊毛吧,https://support.worldquantbrain.com/hc/en-us/community/posts/38829258896919,events,screened,7,True,
38818912466199,2026-03-05T07:12:10Z,2026-06-10T00:27:35Z,OpenCode 零基础入门指南,https://support.worldquantbrain.com/hc/en-us/community/posts/38818912466199,general,screened,8,True,
38791976126999,2026-03-04T09:41:15Z,2026-06-10T00:27:40Z,【AI工具推荐】OpenClaw平替--OpenWork，适用于windows系统。,https://support.worldquantbrain.com/hc/en-us/community/posts/38791976126999,ai,screened,15,True,
38791576234647,2026-03-04T08:58:53Z,2026-08-31T16:06:50Z,TRAE配置MCP和Skills(最新),https://support.worldquantbrain.com/hc/en-us/community/posts/38791576234647,ai,screened,8,True,
38768672144151,2026-03-03T14:20:03Z,2026-07-24T04:36:19Z,【日常生活贴】我的量化日记第十季,https://support.worldquantbrain.com/hc/en-us/community/posts/38768672144151,lessons,screened,1189,True,
38767793594775,2026-03-03T13:47:25Z,2026-08-24T12:07:38Z,【经验分享】菜鸟日记——代码小白如何稳住6个月VF0.9+,https://support.worldquantbrain.com/hc/en-us/community/posts/38767793594775,lessons,screened,24,True,
38761123396375,2026-03-03T03:24:32Z,2026-07-30T02:16:42Z,【26年3月主题活动】2026 全球量化挑战赛（IQC）推荐计划 & Osmosis 大挑战,https://support.worldquantbrain.com/hc/en-us/community/posts/38761123396375,events,screened,51,True,
38738996110743,2026-03-02T14:23:47Z,2026-06-29T13:54:04Z,"我这个expert,领了半个master的奖金！！！",https://support.worldquantbrain.com/hc/en-us/community/posts/38738996110743,events,screened,23,True,
38736030987927,2026-03-02T12:21:30Z,2026-07-27T01:46:40Z,[代码优化]将历史回测存储至MongoDB中,https://support.worldquantbrain.com/hc/en-us/community/posts/38736030987927,optimization,screened,8,True,
38720223996439,2026-03-01T08:50:29Z,2026-06-10T00:30:14Z,成为expert，vf连续三个月上0.9！！！,https://support.worldquantbrain.com/hc/en-us/community/posts/38720223996439,lessons,screened,15,True,
38706673362327,2026-02-28T09:25:43Z,2026-09-10T23:54:37Z,【MCP 提示词优化 alpha】全流程提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/38706673362327,optimization,screened,59,True,
38680670654999,2026-02-27T08:02:23Z,2026-08-25T15:24:48Z,[经验分享]❌从全错到全对✅，仅一个月实现combine -1.2→3.18 + vf0.92,https://support.worldquantbrain.com/hc/en-us/community/posts/38680670654999,lessons,screened,28,True,
38669179039255,2026-02-26T19:36:10Z,2026-08-30T01:57:22Z,EUR TOPCS1600的经验：解决Robust universe Sharpe / Sub-universe Sharpe / Weight concentration 问题,https://support.worldquantbrain.com/hc/en-us/community/posts/38669179039255,lessons,synthesized,31,True,08-alpha-optimization/diagnostic-workflow.md
38660272769047,2026-02-26T14:51:16Z,2026-06-10T00:30:40Z,一文详解DCC比赛,https://support.worldquantbrain.com/hc/en-us/community/posts/38660272769047,general,screened,9,True,
38654934214423,2026-02-26T09:26:00Z,2026-08-07T10:21:14Z,🤞🤞AIAC 比赛用模板,https://support.worldquantbrain.com/hc/en-us/community/posts/38654934214423,ai,screened,15,True,
38652207939735,2026-02-26T03:35:00Z,2026-08-23T06:57:08Z,"在wq平台, 我们应该通过mcp提供什么工具",https://support.worldquantbrain.com/hc/en-us/community/posts/38652207939735,ai,screened,9,True,
38631459115543,2026-02-25T14:00:29Z,2026-07-28T12:30:38Z,DCC比赛Tutorial和代码详解,https://support.worldquantbrain.com/hc/en-us/community/posts/38631459115543,engineering,screened,15,True,
38628691756695,2026-02-25T11:36:50Z,2026-07-12T17:20:28Z,一个非科班选手的量化“打怪升级”路——季度奖突破万刀必读,https://support.worldquantbrain.com/hc/en-us/community/posts/38628691756695,guides,synthesized,26,True,09-experience-lessons/competition-evidence.md
38628480955671,2026-02-25T11:19:05Z,2026-08-24T09:31:51Z,借助ai手搓出一个IND region的other355字段alpha，记录一下步骤经过,https://support.worldquantbrain.com/hc/en-us/community/posts/38628480955671,data,screened,13,True,
38626615856535,2026-02-25T08:05:42Z,2026-06-10T00:31:09Z,【大角羊】一秒重置Osmosis Points！,https://support.worldquantbrain.com/hc/en-us/community/posts/38626615856535,portfolio,screened,2,True,
38624849608215,2026-02-25T04:42:01Z,2026-06-10T00:31:17Z,请说你想当推荐王？推荐管理工具免费送上,https://support.worldquantbrain.com/hc/en-us/community/posts/38624849608215,engineering,screened,14,True,
38623022786839,2026-02-25T01:46:52Z,2026-06-10T00:31:23Z,💰💰2025年度收入回顾,https://support.worldquantbrain.com/hc/en-us/community/posts/38623022786839,general,screened,28,True,
38609982663191,2026-02-24T17:23:24Z,2026-07-30T02:16:14Z,数据字段创建比赛首次培训,https://support.worldquantbrain.com/hc/en-us/community/posts/38609982663191,events,screened,11,True,
38605161502231,2026-02-24T14:56:25Z,2026-06-10T00:31:36Z,BRAIN打工人解决报错之claude与node.js冲突,https://support.worldquantbrain.com/hc/en-us/community/posts/38605161502231,ai,screened,3,True,
38595030532631,2026-02-24T01:07:50Z,2026-06-10T00:32:22Z,【大角羊】一分钟掌握参加DCC比赛要点！,https://support.worldquantbrain.com/hc/en-us/community/posts/38595030532631,general,screened,15,True,
38582852015895,2026-02-23T18:02:09Z,2026-07-14T13:46:17Z,【WQ数据监控 v0.2.0】wqmanager.qzz.io 版本更新 ---- 新增 Osmosis Rank 变化情况及周维度对比。,https://support.worldquantbrain.com/hc/en-us/community/posts/38582852015895,portfolio,screened,12,True,
38561233060631,2026-02-22T15:24:08Z,2026-08-24T11:57:57Z,【贺六浑】被忽视的宝藏算子：vec_min 与 vec_max 的特定搭配妙用,https://support.worldquantbrain.com/hc/en-us/community/posts/38561233060631,optimization,screened,20,True,
38556707981591,2026-02-22T03:17:57Z,2026-09-06T02:41:08Z,大模型羊毛——含泪分享 Gemini AI Pro 3个月免费试用！,https://support.worldquantbrain.com/hc/en-us/community/posts/38556707981591,events,screened,13,True,
38492959452823,2026-02-19T05:08:09Z,2026-09-06T15:21:54Z,【工具】在opencode中使用Antigravity内模型额度详解（包含如何配置mcp）,https://support.worldquantbrain.com/hc/en-us/community/posts/38492959452823,ai,screened,6,True,
38472629440407,2026-02-18T13:47:15Z,2026-08-05T08:48:40Z,适合邮箱自动推送的平台信息,https://support.worldquantbrain.com/hc/en-us/community/posts/38472629440407,general,screened,9,True,
38423873285655,2026-02-16T05:56:41Z,2026-08-29T09:08:21Z,[图一乐] osmosis rank对乘数的影响,https://support.worldquantbrain.com/hc/en-us/community/posts/38423873285655,portfolio,screened,3,True,
38381244689815,2026-02-13T14:20:59Z,2026-07-16T07:58:24Z,【经验分享】Combine为负数不要慌，关于Combine为负数之后的逆袭2.0+经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/38381244689815,lessons,screened,10,True,
38376574647447,2026-02-13T08:20:39Z,2026-07-19T18:05:59Z,【经验分享】新人如何Combine 2.3， VF 0.9,https://support.worldquantbrain.com/hc/en-us/community/posts/38376574647447,lessons,screened,8,True,
38375309010327,2026-02-13T05:22:07Z,2026-06-10T00:34:48Z,📢 AI Alpha 竞赛：提交前最终自查清单 (Final Self-Check List),https://support.worldquantbrain.com/hc/en-us/community/posts/38375309010327,ai,screened,10,True,
38373794487063,2026-02-13T02:44:02Z,2026-06-10T00:34:53Z,【工具分享】简单便捷地给大模型添加skills,https://support.worldquantbrain.com/hc/en-us/community/posts/38373794487063,ai,screened,6,True,
38353367804695,2026-02-12T13:39:47Z,2026-06-27T11:50:19Z,【WQ数据监控 v0.1.0】wqmanager.qzz.io 版本更新！ 快来看看本次 value factor 和 combined 更新情况吧！,https://support.worldquantbrain.com/hc/en-us/community/posts/38353367804695,lessons,screened,4,True,
38349347744407,2026-02-12T08:05:12Z,2026-07-09T03:10:05Z,终于走出雾霾区，体验了一把“一柱擎天”的喜悦！！！（vf: 0.5 -> 0.14 -> 0.13 -> 0.38 ->0.81->0.95）,https://support.worldquantbrain.com/hc/en-us/community/posts/38349347744407,lessons,screened,17,True,
38348972485911,2026-02-12T07:15:22Z,2026-06-10T00:35:09Z,0.74VF也能1RA吃到14刀！,https://support.worldquantbrain.com/hc/en-us/community/posts/38348972485911,lessons,screened,11,True,
38320422749463,2026-02-11T07:22:25Z,2026-06-10T00:35:14Z,【经验分享】如何从expert直升GM,https://support.worldquantbrain.com/hc/en-us/community/posts/38320422749463,lessons,screened,18,True,
38318447367703,2026-02-11T03:40:27Z,2026-06-10T00:35:19Z,【工具分享】解决win用户cli、打工人闪屏、无法回滚的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/38318447367703,engineering,screened,7,True,
38300250037015,2026-02-10T16:12:08Z,2026-09-06T02:41:10Z,终结烦人的MCP error -32000,https://support.worldquantbrain.com/hc/en-us/community/posts/38300250037015,ai,screened,7,True,
38291391911575,2026-02-10T07:44:04Z,2026-09-02T15:18:33Z,agent时代对expression ast的一个大更新,https://support.worldquantbrain.com/hc/en-us/community/posts/38291391911575,ai,screened,6,True,
38289129737623,2026-02-10T03:06:29Z,2026-06-10T00:36:34Z,3分钟在 Chrome 上开启原生Gemini，不需要Google Pro，不需要花钱订阅！！！,https://support.worldquantbrain.com/hc/en-us/community/posts/38289129737623,ai,screened,5,True,
38265775305751,2026-02-09T11:56:06Z,2026-08-18T12:48:59Z,检测AI生成的alpha表达式，是否出现凭空捏造的数据字段,https://support.worldquantbrain.com/hc/en-us/community/posts/38265775305751,data,synthesized,9,True,02-ai-mining/2026-methods-and-failures.md
38263733981719,2026-02-09T08:17:33Z,2026-09-07T05:57:35Z,【代码优化】【一键完成Osmosis Points分配】自动化你的 Osmosis 点数分配：基于 聚类算法的Fitness 动态加权与多样性筛选,https://support.worldquantbrain.com/hc/en-us/community/posts/38263733981719,portfolio,screened,0,True,
38263289227799,2026-02-09T07:18:40Z,2026-07-20T14:52:58Z,"[新人分享] 13天提交，Combine 1.12, PPA Combine 1.35",https://support.worldquantbrain.com/hc/en-us/community/posts/38263289227799,portfolio,screened,9,True,
38260748069015,2026-02-09T01:44:13Z,2026-06-10T00:38:37Z,AI打工人回测器点击“开始回测”后 CMD 闪退？可能是 requirements.txt 中的隐藏乱码导致！,https://support.worldquantbrain.com/hc/en-us/community/posts/38260748069015,ai,screened,2,True,
38254706003607,2026-02-08T16:32:02Z,2026-06-10T00:38:50Z,AI小白10分钟学会Gemini Chrome 插件的配置和使用～～,https://support.worldquantbrain.com/hc/en-us/community/posts/38254706003607,ai,screened,6,True,
38251309633303,2026-02-08T09:18:06Z,2026-06-10T00:38:55Z,新增的免费ai api 大模型提供商，【七牛云注册就送300万token】根本用不完,https://support.worldquantbrain.com/hc/en-us/community/posts/38251309633303,events,screened,2,True,
38249576693911,2026-02-08T04:57:26Z,2026-07-31T16:43:02Z,[必要检查：OS比赛分数统计]OS比赛分数统计,https://support.worldquantbrain.com/hc/en-us/community/posts/38249576693911,general,screened,5,True,
38235318555415,2026-02-07T05:44:22Z,2026-06-10T00:39:04Z,【送AI Token】参加今日培训AI工具助你研究效率翻倍，更有token券相送,https://support.worldquantbrain.com/hc/en-us/community/posts/38235318555415,events,screened,1,True,
38234815701911,2026-02-07T04:16:00Z,2026-08-29T13:04:16Z,Alpha稳健性检验代码,https://support.worldquantbrain.com/hc/en-us/community/posts/38234815701911,optimization,synthesized,11,True,08-alpha-optimization/diagnostic-workflow.md
38213050258839,2026-02-06T12:39:56Z,2026-09-09T03:55:08Z,[AIAC2][操作符] 167 操作符全示例，赋能AI 生成、优化、验证表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/38213050258839,optimization,screened,11,True,
38210807994519,2026-02-06T09:28:25Z,2026-07-29T16:04:46Z,OSMOSIS 分数分配策略 by TIGER：big head 分配法,https://support.worldquantbrain.com/hc/en-us/community/posts/38210807994519,portfolio,screened,10,True,
38209592294167,2026-02-06T06:42:41Z,2026-06-10T00:43:16Z,VF第一次更新从0.5-0.88的感想,https://support.worldquantbrain.com/hc/en-us/community/posts/38209592294167,lessons,screened,4,True,
38187278934551,2026-02-05T14:15:07Z,2026-06-29T14:22:04Z,data存储与主题数据高效获取方法,https://support.worldquantbrain.com/hc/en-us/community/posts/38187278934551,general,screened,9,True,
38186960329367,2026-02-05T14:06:05Z,2026-06-10T00:43:26Z,26年2月全球会议重点内容整理,https://support.worldquantbrain.com/hc/en-us/community/posts/38186960329367,events,screened,13,True,
38182883500055,2026-02-05T09:48:58Z,2026-07-29T14:44:42Z,OS更新后对于“这个因子到底能不能交”的一点思考 【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/38182883500055,general,screened,9,True,
38182819864471,2026-02-05T09:38:03Z,2026-08-26T13:53:46Z,【差生文具多】WQ助手1.01版本(安卓版本),https://support.worldquantbrain.com/hc/en-us/community/posts/38182819864471,general,screened,12,True,
38154547987607,2026-02-04T08:15:31Z,2026-06-10T00:43:46Z,【ValueFactor提升经验】从0.26->0.53->0.56->0.9->0.95的经验之谈,https://support.worldquantbrain.com/hc/en-us/community/posts/38154547987607,lessons,screened,10,True,
38151220803095,2026-02-04T02:22:18Z,2026-09-09T03:30:16Z,AI打工人配置指南 - Windows\Mac\Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095,ai,screened,113,True,
38149908964759,2026-02-04T01:09:24Z,2026-06-10T00:43:55Z,【AI打工人Step4运行问题】针对Mac系统的代码调整,https://support.worldquantbrain.com/hc/en-us/community/posts/38149908964759,ai,screened,4,True,
38121900955415,2026-02-03T05:48:25Z,2026-06-10T00:44:00Z,新人期升段失败 ，vf0.5-0.93的个人小结,https://support.worldquantbrain.com/hc/en-us/community/posts/38121900955415,lessons,screened,18,True,
38121748548759,2026-02-03T05:25:48Z,2026-07-17T22:01:22Z,【WQ数据监控】wqmanager.qzz.io 一览wq-leaderboard数据,https://support.worldquantbrain.com/hc/en-us/community/posts/38121748548759,general,screened,25,True,
38121562587543,2026-02-03T05:01:45Z,2026-06-10T00:44:11Z,萌新第一次定级怎么做到comb-1.48但是Velue Factor0.9的（踩坑教程）,https://support.worldquantbrain.com/hc/en-us/community/posts/38121562587543,lessons,screened,6,True,
38121310515223,2026-02-03T04:33:20Z,2026-09-10T04:38:42Z,PPA活动主题限制下，提交ra点塔的一点心得。,https://support.worldquantbrain.com/hc/en-us/community/posts/38121310515223,events,screened,17,True,
38120459173143,2026-02-03T03:10:49Z,2026-07-22T02:09:44Z,PC限流的破解小窍门：基于SC的PC优化方法,https://support.worldquantbrain.com/hc/en-us/community/posts/38120459173143,optimization,synthesized,4,True,08-alpha-optimization/diagnostic-workflow.md
38120400657687,2026-02-03T03:03:52Z,2026-06-10T00:44:21Z,【MCP error -32000: Connection closed】解决无法连接问题（MAC系统）,https://support.worldquantbrain.com/hc/en-us/community/posts/38120400657687,ai,screened,2,True,
38120016912407,2026-02-03T02:28:52Z,2026-06-29T02:45:50Z,【BRAIN顾问的春节精彩瞬间】马上有福·BRAIN新春喜乐会 🏮,https://support.worldquantbrain.com/hc/en-us/community/posts/38120016912407,ai,screened,159,True,
38095332944919,2026-02-02T09:02:27Z,2026-06-10T00:44:31Z,iflow cli接入自定义大模型api,https://support.worldquantbrain.com/hc/en-us/community/posts/38095332944919,ai,screened,4,True,
38081199177239,2026-02-01T07:44:01Z,2026-09-08T18:24:46Z,【新人向-SA的本地计算SC】复制即用！跟上后一篇PC检测代码！,https://support.worldquantbrain.com/hc/en-us/community/posts/38081199177239,engineering,screened,6,True,
38037870580375,2026-01-30T02:11:13Z,2026-06-10T00:44:42Z,[找灵感] 我遇到的找灵感时账号登录问题,https://support.worldquantbrain.com/hc/en-us/community/posts/38037870580375,ideas,screened,6,True,
38025695370775,2026-01-29T18:31:48Z,2026-08-09T16:28:34Z,【效率王】APP重磅升级功能：来点Alpha--重新定义AI时代123阶,https://support.worldquantbrain.com/hc/en-us/community/posts/38025695370775,ai,screened,60,True,
38021301172759,2026-01-29T16:12:12Z,2026-06-10T00:44:54Z,关于ts_decay_linear的妙用,https://support.worldquantbrain.com/hc/en-us/community/posts/38021301172759,optimization,screened,19,True,
38013614427671,2026-01-29T09:43:31Z,2026-08-31T06:22:43Z,Gemini CLI正确开启skills以及alpha迭代优化工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/38013614427671,optimization,screened,16,True,
38013569192983,2026-01-29T09:32:22Z,2026-06-10T00:45:04Z,使用mcp+ai挖掘alpha过程中节约token的小技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/38013569192983,ai,screened,8,True,
38011740910743,2026-01-29T05:25:34Z,2026-08-07T10:56:00Z,英伟达免费模型接入Claude Code使用AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/38011740910743,ai,screened,13,True,
38010074902295,2026-01-29T02:45:43Z,2026-04-30T22:54:38Z,我用 Codex + GPT-5.2 + MCP 跑通了第一个 Alpha 优化，记录一下过程,https://support.worldquantbrain.com/hc/en-us/community/posts/38010074902295,optimization,screened,3,True,
38009162109079,2026-01-29T01:32:17Z,2026-09-07T09:39:26Z,【新手向】打造经济实用型打工人-为AI打工人配置优惠的coding plan,https://support.worldquantbrain.com/hc/en-us/community/posts/38009162109079,events,screened,4,True,
37983679645463,2026-01-28T03:33:42Z,2026-06-10T00:45:18Z,羊毛薅不完 Google for developers 每月10刀优惠 可用于调用Gemini api 助力你的AIAC 2.0,https://support.worldquantbrain.com/hc/en-us/community/posts/37983679645463,events,screened,2,True,
37982251006487,2026-01-28T01:35:23Z,2026-08-02T08:01:06Z,白嫖指南：长期稳定免费大模型 API,https://support.worldquantbrain.com/hc/en-us/community/posts/37982251006487,ai,screened,3,True,
37958822593175,2026-01-27T08:32:21Z,2026-06-22T00:56:47Z,[AIAC2] Alpha 生成系统：AI驱动的量化策略优化框架,https://support.worldquantbrain.com/hc/en-us/community/posts/37958822593175,optimization,screened,9,True,
37953156945687,2026-01-26T23:49:56Z,2026-06-10T00:45:38Z,手机远程连接claudecode，24小时随时指挥AI干活！,https://support.worldquantbrain.com/hc/en-us/community/posts/37953156945687,ai,screened,7,True,
37922239190039,2026-01-25T16:35:34Z,2026-06-10T00:45:42Z,AI打工人系列：玩转MAC系统中回测小问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37922239190039,ai,screened,1,True,
37905611580311,2026-01-24T09:12:17Z,2026-06-22T00:52:50Z,【OB】在OpenCode中使用Antigravity的Claude额度,https://support.worldquantbrain.com/hc/en-us/community/posts/37905611580311,ai,screened,0,True,
37878120993559,2026-01-23T07:35:03Z,2026-09-10T04:10:22Z,这个因子到底能不能交？ 定级后关于因子提交的沉重反思 【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/37878120993559,general,screened,7,True,
37877587810327,2026-01-23T06:23:31Z,2026-09-07T05:51:42Z,GLB区域使用ppa点塔,https://support.worldquantbrain.com/hc/en-us/community/posts/37877587810327,general,screened,15,True,
37858237686167,2026-01-22T14:48:04Z,2026-09-08T05:36:48Z,基于论坛的 Super Alpha 全自动化框架：从策略生成到最大独立集优化 (附完整源码),https://support.worldquantbrain.com/hc/en-us/community/posts/37858237686167,portfolio,screened,2,True,
37857879534487,2026-01-22T14:35:22Z,2026-07-19T05:51:32Z,opencode+skills全自动优化alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/37857879534487,optimization,screened,3,True,
37856141500951,2026-01-22T13:24:07Z,2026-06-10T00:46:07Z,【Community Leader - 因子构造】gemini_cli_sdk + 双agent，打造一个听话的挖掘工2,https://support.worldquantbrain.com/hc/en-us/community/posts/37856141500951,ideas,screened,1,True,
37852483070743,2026-01-22T07:57:28Z,2026-06-10T00:46:12Z,iflow提示API账户余额不足（Insufficient Balance）？不要急，切换个模型即可,https://support.worldquantbrain.com/hc/en-us/community/posts/37852483070743,ai,screened,2,True,
37852378086039,2026-01-22T07:34:32Z,2026-09-04T09:44:30Z,【ValueFactor】0.38->0.89->1->0.99->1的自我救赎,https://support.worldquantbrain.com/hc/en-us/community/posts/37852378086039,lessons,screened,10,True,
37831022530583,2026-01-21T15:34:49Z,2026-07-17T23:10:10Z,Trae+SKILL+规则+记忆=AI全自动挖掘因子,https://support.worldquantbrain.com/hc/en-us/community/posts/37831022530583,ai,screened,6,True,
37828798034711,2026-01-21T14:15:58Z,2026-06-10T00:46:25Z,【一键切换API供应商】小白也能配置，AI打工人的辅助神器，适用Claude Code、Codex、Gemini CLI,https://support.worldquantbrain.com/hc/en-us/community/posts/37828798034711,ai,screened,2,True,
37824943159959,2026-01-21T10:21:06Z,2026-06-10T00:46:29Z,【大角羊】一分钟掌握参加AIAC2.0比赛要点！,https://support.worldquantbrain.com/hc/en-us/community/posts/37824943159959,ai,screened,15,True,
37824666278935,2026-01-21T09:48:53Z,2026-08-27T12:34:34Z,[WARNING!!!WARNING!!!WARNING] OS已觉醒!!!｜样本外更新之后，我终于看清哪些因子只是“剧情战力” | 附分析代码,https://support.worldquantbrain.com/hc/en-us/community/posts/37824666278935,engineering,screened,5,True,
37823590320407,2026-01-21T07:05:39Z,2026-06-10T00:46:38Z,提交aiac2 alpha自检指南（尤其适合第一次提交AIAC的同学）,https://support.worldquantbrain.com/hc/en-us/community/posts/37823590320407,ai,screened,2,True,
37822652857367,2026-01-21T05:09:31Z,2026-07-19T15:32:01Z,[工具分享] WQ Brain 网页增强工具：网页会话复用+相关性缓存,https://support.worldquantbrain.com/hc/en-us/community/posts/37822652857367,portfolio,screened,14,True,
37820360761367,2026-01-21T01:35:01Z,2026-06-10T00:46:48Z,英伟达免费白嫖 minimax-m2.1 和 glm4.7 模型,https://support.worldquantbrain.com/hc/en-us/community/posts/37820360761367,ai,screened,3,True,
37800870021015,2026-01-20T14:33:19Z,2026-09-01T16:19:03Z,【”羊毛“合集】可供使用的AI免费资源,https://support.worldquantbrain.com/hc/en-us/community/posts/37800870021015,guides,screened,26,True,
37797346107671,2026-01-20T11:42:14Z,2026-06-10T00:46:57Z,【傻瓜式安装教程】傻瓜式安装claude-code-router使用ai打工人的免费api,https://support.worldquantbrain.com/hc/en-us/community/posts/37797346107671,ai,screened,10,True,
37796479641111,2026-01-20T10:20:45Z,2026-06-29T13:52:09Z,【日常生活贴】我的量化日记第九季,https://support.worldquantbrain.com/hc/en-us/community/posts/37796479641111,lessons,screened,1020,True,
37780459876119,2026-01-19T17:00:50Z,2026-06-10T17:44:10Z,【实用报表】多维度分析Alpha最新2023年OS趋势,https://support.worldquantbrain.com/hc/en-us/community/posts/37780459876119,general,screened,9,True,
37776070276119,2026-01-19T14:14:28Z,2026-07-21T15:38:26Z,【工具推荐】claude-code-proxy + AI打工人：使用免费的大模型白嫖打工人！,https://support.worldquantbrain.com/hc/en-us/community/posts/37776070276119,ai,screened,8,True,
37762717623063,2026-01-18T16:52:39Z,2026-06-10T00:47:18Z,【AI桌面插件】作为智能助手寻找 Alpha 模版和灵感,https://support.worldquantbrain.com/hc/en-us/community/posts/37762717623063,ideas,screened,5,True,
37760676701463,2026-01-18T12:58:32Z,2026-06-10T00:47:22Z,Mac OS设置cnhkmcp环境,https://support.worldquantbrain.com/hc/en-us/community/posts/37760676701463,ai,screened,1,True,
37760428555287,2026-01-18T12:23:49Z,2026-07-03T16:58:10Z,[工具分享] 追踪每一次cnhkmcp的更新,https://support.worldquantbrain.com/hc/en-us/community/posts/37760428555287,ai,screened,2,True,
37759477785239,2026-01-18T09:47:10Z,2026-08-07T10:44:23Z,[Alpha优化] 提高Robust Universie Sharp，提高Sub Universe Sharp，降低Turnover的常见方式,https://support.worldquantbrain.com/hc/en-us/community/posts/37759477785239,optimization,screened,12,True,
37745706080407,2026-01-17T08:00:15Z,2026-06-22T00:23:32Z,【SKILLS everywhere】自动同步skills，从claude到gemini，codex，iflow,https://support.worldquantbrain.com/hc/en-us/community/posts/37745706080407,ai,screened,6,True,
37744709099671,2026-01-17T05:17:18Z,2026-06-10T00:47:42Z,最新MacOS tahoe 系统如何解决运行APP后打开回测器报错解决方案,https://support.worldquantbrain.com/hc/en-us/community/posts/37744709099671,engineering,screened,1,True,
37743736735895,2026-01-17T03:21:10Z,2026-07-01T10:02:39Z,我是如何分配5000次回测,https://support.worldquantbrain.com/hc/en-us/community/posts/37743736735895,engineering,screened,14,True,
37743346117143,2026-01-17T02:45:53Z,2026-06-10T00:47:51Z,MAC系统MCP WEB APP的BRAIN Alpha Simulator的回测报错问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37743346117143,ai,screened,3,True,
37725846490903,2026-01-16T15:13:17Z,2026-08-04T10:43:37Z,gemini_cli_sdk + 双agent，打造一个听话的挖掘工（含代码框架和样例）,https://support.worldquantbrain.com/hc/en-us/community/posts/37725846490903,ai,screened,6,True,
37723363144855,2026-01-16T13:35:46Z,2026-08-15T14:28:42Z,无限随机大法带你挖掘所有可能的own Super Alpha（附上代码）,https://support.worldquantbrain.com/hc/en-us/community/posts/37723363144855,portfolio,screened,0,True,
37701654477847,2026-01-15T16:37:47Z,2026-06-10T00:48:02Z,谷歌Antigravity 如何使用Skills,https://support.worldquantbrain.com/hc/en-us/community/posts/37701654477847,ai,screened,10,True,
37669317975959,2026-01-14T15:18:38Z,2026-09-05T19:48:23Z,【alpha模板】行业中性化残差信号IND模板,https://support.worldquantbrain.com/hc/en-us/community/posts/37669317975959,ideas,synthesized,41,True,00-restart/corrections.md;01-alpha-ideas/data-template-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
37662393416727,2026-01-14T07:48:07Z,2026-08-26T13:53:47Z,【差生文具多】为wq官网开发一个手机app查询常用信息-WQHelper,https://support.worldquantbrain.com/hc/en-us/community/posts/37662393416727,general,screened,18,True,
37662026299543,2026-01-14T06:57:15Z,2026-06-10T00:48:16Z,盘点最近薅到的免费大模型,https://support.worldquantbrain.com/hc/en-us/community/posts/37662026299543,ai,screened,7,True,
37661413598231,2026-01-14T05:24:25Z,2026-06-10T00:48:21Z,Gemini cli如何使用cnhkmcp中的Skills,https://support.worldquantbrain.com/hc/en-us/community/posts/37661413598231,ai,screened,12,True,
37660909564311,2026-01-14T04:20:13Z,2026-07-19T18:20:57Z,[四季度六维数据] 聚焦目标数据，超越自我,https://support.worldquantbrain.com/hc/en-us/community/posts/37660909564311,general,screened,6,True,
37660271259159,2026-01-14T03:20:18Z,2026-06-10T00:48:25Z,【代码优化】优化datafield的模糊查询,https://support.worldquantbrain.com/hc/en-us/community/posts/37660271259159,data,screened,1,True,
37659557662615,2026-01-14T02:14:22Z,2026-06-10T00:48:31Z,win10解决cmd窗口不显示图标和特殊符号的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37659557662615,general,screened,6,True,
37646343046807,2026-01-13T17:33:05Z,2026-06-10T00:48:35Z,【代码优化，即插即用】一键批量获取数据字段（以可直接用于app的格式/已解决429问题）,https://support.worldquantbrain.com/hc/en-us/community/posts/37646343046807,data,screened,1,True,
37641142548119,2026-01-13T14:55:02Z,2026-07-20T08:17:52Z,关于印度区因子挖掘遇到一些常见问题的一些小技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/37641142548119,general,screened,13,True,
37638889294103,2026-01-13T13:32:57Z,2026-06-29T12:48:38Z,【代码优化】ProdCorr记录插件，减少重复查询,https://support.worldquantbrain.com/hc/en-us/community/posts/37638889294103,portfolio,screened,22,True,
37638726633623,2026-01-13T13:27:56Z,2026-08-09T02:10:33Z,AI打工人安装问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37638726633623,ai,screened,0,True,
37635435747479,2026-01-13T09:58:56Z,2026-06-10T00:48:58Z,如何快速配置QuantGo Kit！！！！,https://support.worldquantbrain.com/hc/en-us/community/posts/37635435747479,general,screened,0,True,
37633778449175,2026-01-13T06:39:07Z,2026-06-10T00:49:04Z,【提示词优化】使用iflow_cli结合deepseek的提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/37633778449175,optimization,screened,11,True,
37615320558999,2026-01-12T16:24:49Z,2026-06-10T00:49:07Z,【MCP工具分享-即插即用】多 Alpha 两两相关性批量检查工具 (附完整源码),https://support.worldquantbrain.com/hc/en-us/community/posts/37615320558999,portfolio,screened,2,True,
37609772940311,2026-01-12T13:21:05Z,2026-07-20T03:30:35Z,在Trae 中使用cnhkmcp中的Skills,https://support.worldquantbrain.com/hc/en-us/community/posts/37609772940311,ai,screened,11,True,
37606116158743,2026-01-12T08:22:40Z,2026-07-28T03:46:05Z,【SDK+MCP+AGENT三层架构】因子挖掘系统，实现mcp稳定运行不断,https://support.worldquantbrain.com/hc/en-us/community/posts/37606116158743,ai,synthesized,12,True,00-restart/2026-timeline.md;06-sources/curated.md
37603695761047,2026-01-12T03:06:31Z,2026-06-10T00:49:23Z,解决Gemini输出乱码问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37603695761047,ai,screened,3,True,
37595337103511,2026-01-11T13:37:32Z,2026-07-19T06:00:27Z,论AI“过拟合”的那些套路与对策-----附：Gemini强制鞭策大法（理论听话）,https://support.worldquantbrain.com/hc/en-us/community/posts/37595337103511,optimization,screened,14,True,
37593830722711,2026-01-11T10:02:48Z,2026-06-10T00:49:32Z,2025年最大的收获就是成为wordquant平台的一份子！！,https://support.worldquantbrain.com/hc/en-us/community/posts/37593830722711,general,screened,14,True,
37581803221143,2026-01-10T13:39:02Z,2026-07-01T15:47:18Z,2025年Q4 Genus升级失败小结,https://support.worldquantbrain.com/hc/en-us/community/posts/37581803221143,general,screened,24,True,
37581194344215,2026-01-10T12:39:47Z,2026-06-10T00:49:40Z,【平台新功能】字段新特征：datecoverage的介绍、应用与勘误。,https://support.worldquantbrain.com/hc/en-us/community/posts/37581194344215,data,synthesized,23,True,01-alpha-ideas/data-template-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
37576441185559,2026-01-10T01:35:14Z,2026-08-05T10:18:27Z,脚本记录Osmosis point每日变化,https://support.worldquantbrain.com/hc/en-us/community/posts/37576441185559,portfolio,screened,3,True,
37560258463767,2026-01-09T15:23:58Z,2026-09-04T08:16:29Z,用 Claude Skills 做因子自动挖掘：回测、记录与知识查询模块化,https://support.worldquantbrain.com/hc/en-us/community/posts/37560258463767,ai,screened,16,True,
37555582592023,2026-01-09T11:58:13Z,2026-09-07T04:14:10Z,VF0.98+Expert直升Grandmaster我是怎么做的,https://support.worldquantbrain.com/hc/en-us/community/posts/37555582592023,lessons,screened,27,True,
37555474457495,2026-01-09T11:50:00Z,2026-07-26T04:03:27Z,[Agent skills] 枪在手跟我走，AI工作流大进化，Skills开箱即用！,https://support.worldquantbrain.com/hc/en-us/community/posts/37555474457495,ai,screened,16,True,
37554208805911,2026-01-09T09:48:58Z,2026-08-26T14:22:42Z,【新人向-SA的Prod检测 —— 24h可检测600个！】即插即用！结合上一篇SA自相关文章！,https://support.worldquantbrain.com/hc/en-us/community/posts/37554208805911,portfolio,screened,7,True,
37553813919383,2026-01-09T08:52:42Z,2026-06-10T00:50:09Z,[Osmosis Competition 2025]从比赛结果中得到新版本的启示,https://support.worldquantbrain.com/hc/en-us/community/posts/37553813919383,portfolio,screened,4,True,
37553419414807,2026-01-09T07:59:05Z,2026-07-26T13:05:22Z,【贺六浑】 回测次数到达4700，自动强制终止回测 开箱即用脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/37553419414807,engineering,screened,6,True,
37531632149783,2026-01-08T15:26:38Z,2026-06-10T00:50:18Z,在获取数据集的时候返回API rate limit exceeded,https://support.worldquantbrain.com/hc/en-us/community/posts/37531632149783,data,screened,6,True,
37525915867671,2026-01-08T11:02:08Z,2026-07-20T05:30:46Z,【Community Leader -因子构造 💎】拯救IND地区Robust universe Sharpe测试不通过的一个新思路,https://support.worldquantbrain.com/hc/en-us/community/posts/37525915867671,ideas,synthesized,18,True,01-alpha-ideas/relationship-and-extension-cards.md;08-alpha-optimization/diagnostic-workflow.md
37523762919575,2026-01-08T06:31:36Z,2026-09-10T23:33:51Z,新手福音，全自动爬山算法，1个Alpha变N个！！！（开箱即用）,https://support.worldquantbrain.com/hc/en-us/community/posts/37523762919575,general,screened,24,True,
37503393839895,2026-01-07T15:32:28Z,2026-09-08T01:53:19Z,[Gemini大王]同时调取多个Gemini Cli完成不同工作,https://support.worldquantbrain.com/hc/en-us/community/posts/37503393839895,ai,screened,3,True,
37495491312407,2026-01-07T06:52:07Z,2026-01-17T12:29:52Z,【代码优化】一句话debug：429？多try一下就好啦！,https://support.worldquantbrain.com/hc/en-us/community/posts/37495491312407,optimization,screened,2,True,
37495033591447,2026-01-07T05:55:18Z,2026-08-24T04:48:37Z,QuantGo Kit：基于Grafana的WorldQuant量化可视化篇,https://support.worldquantbrain.com/hc/en-us/community/posts/37495033591447,general,screened,5,True,
37494588760343,2026-01-07T04:56:49Z,2026-05-17T07:10:31Z,【代码优化】缘分一道桥429 频繁报错 + 解析误判的一个实用修法（亲测有效）,https://support.worldquantbrain.com/hc/en-us/community/posts/37494588760343,optimization,screened,4,True,
37476581630231,2026-01-06T15:56:28Z,2026-07-20T11:15:54Z,新顾问踩坑分享——combined为负的惨痛教训,https://support.worldquantbrain.com/hc/en-us/community/posts/37476581630231,lessons,synthesized,2,True,09-experience-lessons/failure-casebook.md
37473718017175,2026-01-06T14:23:59Z,2026-08-22T14:50:34Z,ASI MINVOL1M市场Robust Universe优化案例,https://support.worldquantbrain.com/hc/en-us/community/posts/37473718017175,optimization,synthesized,9,True,08-alpha-optimization/diagnostic-workflow.md
37467795410071,2026-01-06T06:16:33Z,2026-04-15T16:39:59Z,我的量化之路: 我是如何用上AI做量化的,https://support.worldquantbrain.com/hc/en-us/community/posts/37467795410071,lessons,screened,4,True,
37466253361943,2026-01-06T03:16:54Z,2026-07-29T15:58:22Z,【 代码优化】如何解决限流429报错的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37466253361943,optimization,screened,23,True,
37436887844631,2026-01-05T02:22:45Z,2026-01-29T15:39:55Z,【差生文具多】手机远程访问云主机方案分享-windowsApp,https://support.worldquantbrain.com/hc/en-us/community/posts/37436887844631,general,screened,0,True,
37433599938071,2026-01-04T21:05:56Z,2026-07-09T10:25:20Z,[工具分享] Alpha 综合评分系统：基于多维度指标的自动筛选框架,https://support.worldquantbrain.com/hc/en-us/community/posts/37433599938071,engineering,screened,5,True,
37427255135127,2026-01-04T09:47:12Z,2026-09-03T06:35:59Z,[SuperAlpha]SuperAlpha数据分析师，洞察alpha表现自动构建selection利器(附代码),https://support.worldquantbrain.com/hc/en-us/community/posts/37427255135127,portfolio,screened,3,True,
37427295710359,2026-01-04T09:45:08Z,2026-08-01T04:49:27Z,[SuperAlpha] 基于SuperAlpha数据分析师--Own极简回测次数源源不断三五(附代码),https://support.worldquantbrain.com/hc/en-us/community/posts/37427295710359,portfolio,screened,19,True,
37389747140119,2026-01-02T06:57:14Z,2026-02-02T08:11:24Z,Brain Labs填充缺失值使用未来数据吗？,https://support.worldquantbrain.com/hc/en-us/community/posts/37389747140119,ai,screened,2,True,
37388868198423,2026-01-02T04:37:56Z,2026-08-14T05:27:45Z,2025年踩坑经验总结 vf 0.5->0.13->0.38->0.81； Combined Alpha Performance 0.68->0.06->-0.58->0.36；,https://support.worldquantbrain.com/hc/en-us/community/posts/37388868198423,lessons,synthesized,5,True,09-experience-lessons/failure-casebook.md
37388646548119,2026-01-02T04:12:54Z,2026-09-06T12:19:42Z,[工具分享]一键 Robust Sharpe优化辅助,https://support.worldquantbrain.com/hc/en-us/community/posts/37388646548119,optimization,screened,9,True,
37386294914199,2026-01-01T23:54:25Z,2026-07-12T10:24:28Z,[cnhkmcp APP] 导出带settings的json批量回测--断点续传，智能重试,https://support.worldquantbrain.com/hc/en-us/community/posts/37386294914199,ai,screened,1,True,
37377610926999,2026-01-01T07:46:19Z,2026-07-25T10:32:22Z,获取生产相关性代码改进,https://support.worldquantbrain.com/hc/en-us/community/posts/37377610926999,portfolio,screened,1,True,