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Update README.md with recent forum synchronization details and historical baseline information 
- Revised the initial organization date and added recent synchronization date for clarity.
- Included details on the number of posts and comments indexed as of September 11, 2026, along with updates on newly added content.
- Clarified the status of historical baseline data and the process of filtering and reviewing forum posts and comments.
2026-09-11 23:25:12 +08:00

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1post_idcreated_atupdated_attitleurlgroup_heuristicreview_statuscomments_retrievedcomments_completeknowledge_files
2433225213651432026-09-08T06:16:19Z2026-09-10T23:14:24Z【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/43322521365143engineeringsynthesized5True03-engineering/2026-operating-lessons.md
3433204716949992026-09-08T02:27:17Z2026-09-11T00:09:25Z05-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/43320471694999guidessynthesized0True02-ai-mining/2026-methods-and-failures.md
4433203653120232026-09-08T02:20:53Z2026-09-10T07:49:57Z新顾问福利：Grand Master 1v1 Advisory 答疑辅导https://support.worldquantbrain.com/hc/en-us/community/posts/43320365312023eventssynthesized0True04-platform/current-updates.md
5433196492783592026-09-08T01:16:05Z2026-09-10T08:36:15Z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/43319649278359generalsynthesized2True04-platform/current-updates.md
6433098485017832026-09-07T15:47:18Z2026-09-10T16:10:03Z【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/43309848501783eventssynthesized1True04-platform/current-updates.md
7432691550357992026-09-05T02:52:22Z2026-09-10T12:59:22Z【电子鸡蛋】免费AI站点（公益站）分享https://support.worldquantbrain.com/hc/en-us/community/posts/43269155035799aisynthesized1True02-ai-mining/2026-methods-and-failures.md
8432082819175912026-09-03T02:27:56Z2026-09-10T12:40:24Z03-【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/43208281917591portfoliosynthesized0True04-platform/superalpha-collection-review.md
9431814111472872026-09-02T10:44:26Z2026-09-11T00:05:03Z【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/43181411147287ideassynthesized2True01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
10431798600653032026-09-02T08:17:04Z2026-09-10T16:41:30Z【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/43179860065303ideassynthesized3True01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
11431795216608232026-09-02T07:35:26Z2026-09-10T12:57:34Z【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/43179521660823ideassynthesized1True01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
12431792598004712026-09-02T07:12:12Z2026-09-09T02:13:27Z02-【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/43179259800471guidessynthesized0True03-engineering/advanced-collection-review.md
13431517293066472026-09-01T13:11:24Z2026-09-10T12:59:46Z【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/43151729306647ideassynthesized0True01-alpha-ideas/mechanism-cards.md;06-sources/curated.md
14431473715570152026-09-01T08:24:29Z2026-09-10T08:02:13Z【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/43147371557015eventssynthesized0True00-restart/2026-timeline.md;04-platform/current-updates.md;06-sources/curated.md;09-experience-lessons/competition-evidence.md
15430870316375272026-08-29T05:39:26Z2026-09-09T01:48:36Z【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/43087031637527eventsscreened0True
16430854547845352026-08-29T02:21:57Z2026-09-10T16:07:50Z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/43085454784535engineeringsynthesized0True03-engineering/2026-operating-lessons.md;08-alpha-optimization/portfolio-and-correlation.md
17430670458306792026-08-28T14:10:52Z2026-09-10T15:47:31Z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/43067045830679eventsscreened0True
18430582518538472026-08-28T02:23:03Z2026-09-09T15:42:57Z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/43058251853847engineeringsynthesized0True03-engineering/2026-operating-lessons.md
19430315770795752026-08-27T08:00:38Z2026-09-09T14:36:48Z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/43031577079575lessonssynthesized0True09-experience-lessons/failure-casebook.md
20430314251328232026-08-27T07:41:24Z2026-09-10T15:55:47Z和AI学点手搓小知识-vec操作符解析https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823optimizationscreened0True
21430300711874792026-08-27T02:21:08Z2026-09-09T12:08:33Z01-【新人必读】新顾问入门指南！https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479guidesscreened1True
22430063162081512026-08-26T12:39:42Z2026-09-10T11:31:24Z【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/43006316208151portfoliosynthesized0True08-alpha-optimization/portfolio-and-correlation.md
23430028252336872026-08-26T08:04:33Z2026-09-10T14:16:28Z🌟 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/43002825233687portfoliosynthesized2True04-platform/portfolio-osmosis.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
24429812903494632026-08-25T14:24:44Z2026-09-10T14:15:39Z一个skill让AI不再混信号https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463aisynthesized0True02-ai-mining/2026-methods-and-failures.md
25429750797148392026-08-25T08:53:50Z2026-09-10T15:52:17Z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/42975079714839eventsscreened0True
26429725308121832026-08-25T03:58:37Z2026-09-09T23:05:54ZRegion Agnostic Alpha (RAA) 详解 — 新手入门指南https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183generalscreened0True
27429556801802472026-08-24T16:05:41Z2026-09-10T15:47:34Z【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/42955680180247generalsynthesized0True04-platform/spc.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
28429458618009832026-08-24T09:08:41Z2026-09-10T14:18:34Z【🐉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/42945861800983eventsscreened0True
29429434364471272026-08-24T04:09:19Z2026-09-10T17:03:52Z【测试】相对文件名路径验证帖https://support.worldquantbrain.com/hc/en-us/community/posts/42943436447127generalscreened0True
30428019044676072026-08-18T07:14:53Z2026-09-09T08:43:39Z[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/42801904467607aiscreened0True
31427758876533992026-08-17T13:07:37Z2026-09-10T10:49:38ZCombined 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/42775887653399portfolioscreened0True
32427744505363432026-08-17T12:12:11Z2026-09-10T05:48:14Z【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/42774450536343generalscreened0True
33427726116608232026-08-17T10:05:06Z2026-09-10T04:32:34Z【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/42772611660823lessonsscreened0True
34427719620211432026-08-17T08:55:07Z2026-09-09T13:33:00Z【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/42771962021143aiscreened0True
35427570911146472026-08-16T07:52:17Z2026-09-10T10:50:43Z免费使用DeepSeek V4 Prohttps://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647generalscreened3True
36427566412862952026-08-16T06:34:33Z2026-09-07T14:41:38Zbase记录https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295generalscreened0True
37427561368476392026-08-16T05:11:27Z2026-09-06T10:11:25ZAI打工人适配Opencode go套餐https://support.worldquantbrain.com/hc/en-us/community/posts/42756136847639aiscreened0True
38427437328149992026-08-15T11:17:48Z2026-09-08T03:31:11ZClaude Code Router 和quantflow不兼容的解决办法https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999aiscreened0True
39427405214054632026-08-15T04:01:48Z2026-09-09T10:14:40Z【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/42740521405463generalscreened0True
40427382376636392026-08-15T00:37:15Z2026-09-08T03:31:10ZClaude Code 第三方模型使用搜索的利器——EXAhttps://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639aiscreened0True
41427218241812712026-08-14T14:28:28Z2026-09-08T10:00:54Z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/42721824181271portfoliosynthesized0True03-engineering/correlation.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
42427208758524392026-08-14T13:56:37Z2026-09-10T08:23:10Z【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/42720875852439lessonsscreened0True
43427146224644072026-08-14T06:16:44Z2026-09-09T14:41:30ZCNHKMCP QuantFlow 提示词https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407aiscreened1True
44426917689514472026-08-13T14:10:35Z2026-09-06T10:12:05ZCLIProxyAPI桌面版，搭配opencode-go，实现与QuantFlow的配合https://support.worldquantbrain.com/hc/en-us/community/posts/42691768951447engineeringscreened0True
45426865716653032026-08-13T09:20:16Z2026-09-09T17:47:20Z【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303generalscreened0True
46426628737147112026-08-12T13:39:07Z2026-09-09T18:59:19ZAI模板库分享https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711aiscreened0True
47425871793481192026-08-09T13:34:48Z2026-09-06T10:12:24ZGBR/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/42587179348119generalscreened0True
48425859462968552026-08-09T11:25:38Z2026-09-06T10:12:32Z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/42585946296855engineeringsynthesized0True03-engineering/2026-operating-lessons.md
49425495740413672026-08-07T15:11:16Z2026-09-10T18:55:47Z普通 Alpha 到顶级 Alpha 的优化执行手册https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367optimizationsynthesized0True08-alpha-optimization/diagnostic-workflow.md
50425190025117672026-08-06T13:40:05Z2026-09-09T17:47:22Z【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/42519002511767lessonssynthesized0True00-restart/corrections.md;02-ai-mining/python-alpha.md;06-sources/curated.md
51425138321862632026-08-06T08:10:32Z2026-09-06T10:12:57Z【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/42513832186263generalscreened0True
52425134552064232026-08-06T07:24:54Z2026-09-08T01:17:09Z【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/42513455206423lessonssynthesized0True02-ai-mining/research-workflow.md;06-sources/curated.md
53425095731189992026-08-06T01:10:42Z2026-09-09T01:48:44ZAI: 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/42509573118999lessonsscreened7True
54424873081977832026-08-05T12:29:10Z2026-09-09T01:48:43ZTRAE 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/42487308197783optimizationscreened0True
55424608004478952026-08-04T14:16:29Z2026-09-09T01:48:41Z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/42460800447895datascreened0True
56424550107293672026-08-04T09:08:28Z2026-09-08T04:37:34Z【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/42455010729367lessonsscreened0True
57424252306537192026-08-03T11:12:47Z2026-09-09T08:57:13Z【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/42425230653719lessonsscreened1True
58424239938437352026-08-03T09:16:29Z2026-09-09T06:13:30Z【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/42423993843735eventsscreened10True
59424233992818152026-08-03T08:06:20Z2026-09-09T12:13:16Z【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/42423399281815lessonsscreened0True
60424072536303592026-08-02T06:45:01Z2026-09-09T11:47:39Z【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/42407253630359generalscreened10True
61424061585619432026-08-02T04:01:39Z2026-09-09T06:25:32Z【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decisionhttps://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943optimizationsynthesized7True02-ai-mining/research-workflow.md;03-engineering/architecture.md;06-sources/curated.md
62424033268704232026-08-01T23:06:55Z2026-09-09T06:25:51Z【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/42403326870423aiscreened7True
63423594406465512026-07-31T02:03:08Z2026-09-10T08:54:18Z使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PChttps://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551aiscreened11True
64423048107883752026-07-29T07:28:45Z2026-09-09T06:26:21Z【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/42304810788375aiscreened2True
65423046983413992026-07-29T07:08:46Z2026-09-06T06:42:12Z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/42304698341399generalscreened4True
66423026378125032026-07-29T03:17:49Z2026-09-10T16:42:52Z📢 BRAIN 中国区意见与建议留言墙https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503aiscreened102True
67423023631458792026-07-29T03:00:25Z2026-09-08T03:31:25Z【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/42302363145879lessonsscreened1True
68422744431241192026-07-28T04:37:43Z2026-09-09T13:20:37Z【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/42274443124119aisynthesized48True02-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
69422591861358312026-07-27T17:54:46Z2026-09-10T01:49:28Z【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/42259186135831lessonssynthesized9True08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md
70422588077863912026-07-27T17:43:50Z2026-09-09T08:41:14Z【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/42258807786391lessonssynthesized6True09-experience-lessons/failure-casebook.md
71422162091992552026-07-25T09:32:43Z2026-09-10T06:50:36Z【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/42216209199255lessonsscreened3True
72422157406021352026-07-25T08:45:29Z2026-09-10T06:50:50Z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/42215740602135generalscreened2True
73422152107817192026-07-25T07:43:59Z2026-09-09T07:41:54Z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/42215210781719lessonsscreened17True
74422118975262952026-07-25T02:29:49Z2026-09-10T06:51:46Z【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/42211897526295optimizationscreened0True
75421879062122472026-07-24T08:28:52Z2026-09-10T06:52:43Z冷门数据集分享【earnings】https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247datasynthesized7True01-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
76421877440157672026-07-24T08:12:51Z2026-09-09T08:44:35Z使用rank_by_side改善2year_sharpe/ladder_sharpehttps://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767optimizationsynthesized11True08-alpha-optimization/diagnostic-workflow.md
77421850986773992026-07-24T02:58:26Z2026-09-09T09:48:42Z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/42185098677399generalscreened7True
78421847330279912026-07-24T02:18:40Z2026-09-06T03:36:50Z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/42184733027991generalsynthesized6True02-ai-mining/research-workflow.md;06-sources/curated.md
79421617987458792026-07-23T09:22:01Z2026-09-09T17:47:26Z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/42161798745879generalscreened7True
80421609455732712026-07-23T07:42:15Z2026-09-06T06:42:27Z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/42160945573271engineeringscreened7True
81421608362460392026-07-23T07:26:46Z2026-09-05T00:26:28ZGOLD→MASTER→GM，VF0.96，我的11月至6月总结。https://support.worldquantbrain.com/hc/en-us/community/posts/42160836246039lessonsscreened6True
82421606534186472026-07-23T07:06:37Z2026-09-06T06:42:27Z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/42160653418647datasynthesized0True07-professional-knowledge/data-and-signal-semantics.md
83420789176024552026-07-20T10:08:29Z2026-09-09T06:26:21Z【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPAhttps://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455optimizationscreened16True
84420787298215912026-07-20T09:49:27Z2026-09-05T00:25:15Z【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/42078729821591datasynthesized9True07-professional-knowledge/data-and-signal-semantics.md
85420658021920232026-07-19T12:27:25Z2026-09-09T06:47:49Z[Token王] 2026Q2 全球六维数据分析https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023generalscreened7True
86420652622685672026-07-19T11:29:39Z2026-09-05T00:25:15Z【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/42065262268567optimizationsynthesized3True08-alpha-optimization/diagnostic-workflow.md
87420645740623592026-07-19T10:02:02Z2026-08-29T02:56:24Z最近跑 alpha 后沉淀的几个少踩坑经验https://support.worldquantbrain.com/hc/en-us/community/posts/42064574062359lessonsscreened2True
88420645449054952026-07-19T09:53:45Z2026-08-29T02:58:20Z最近跑 alpha 后沉淀的几个少踩坑经验https://support.worldquantbrain.com/hc/en-us/community/posts/42064544905495lessonsscreened3True
89420622317581032026-07-19T03:51:11Z2026-09-10T06:52:45Z【GLB】冷门数据集分享https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103datasynthesized6True07-professional-knowledge/data-and-signal-semantics.md
90420611237389032026-07-19T01:29:50Z2026-09-06T06:42:28ZPython alpha官方webinar视频代码补档：ACO + Online alphashttps://support.worldquantbrain.com/hc/en-us/community/posts/42061123738903engineeringscreened4True
91420609354419432026-07-19T01:05:26Z2026-09-06T06:42:28Z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/42060935441943aiscreened1True
92420472592613352026-07-18T04:01:02Z2026-09-05T00:25:15Z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/42047259261335optimizationsynthesized2True02-ai-mining/python-alpha.md;06-sources/curated.md
93420455789505512026-07-18T01:16:32Z2026-09-07T14:05:02Z【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/42045578950551lessonsscreened4True
94420444079388392026-07-17T23:55:28Z2026-08-29T03:05:13Z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/42044407938839engineeringscreened0True
95420291182858472026-07-17T14:49:02Z2026-09-05T00:25:16Zrank / 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/42029118285847optimizationscreened4True
96420225559850472026-07-17T08:57:03Z2026-09-10T15:03:11Z【SPC宝可梦】收集多位投资大师Promothttps://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047generalscreened0True
97420217220691432026-07-17T07:32:26Z2026-09-05T00:27:21Z【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/42021722069143optimizationscreened1True
98420212441227752026-07-17T06:37:04Z2026-09-09T08:57:55ZSPC 竞赛 Prompt 生成完整指南https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775generalscreened1True
99420203426767592026-07-17T04:56:47Z2026-09-10T03:43:10Z【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/42020342676759engineeringscreened1True
100420199246633192026-07-17T04:09:47Z2026-08-29T03:11:38Z这次升级，让我非常的意外！https://support.worldquantbrain.com/hc/en-us/community/posts/42019924663319generalscreened0True
101420193328091112026-07-17T03:11:51Z2026-08-29T03:13:14Z【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/42019332809111lessonsscreened2True
102420190103874792026-07-17T02:43:30Z2026-09-10T06:51:47Z【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/42019010387479lessonsscreened0True
103420186711303912026-07-17T02:14:19Z2026-09-10T10:15:15Z【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/42018671130391lessonssynthesized2True09-experience-lessons/failure-casebook.md
104420157433976552026-07-16T23:02:32Z2026-08-29T03:16:35ZPrompt 竞赛指南https://support.worldquantbrain.com/hc/en-us/community/posts/42015743397655generalscreened0True
105420070748362472026-07-16T17:36:24Z2026-09-02T11:38:05ZPower 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/42007074836247eventssynthesized0True09-experience-lessons/competition-evidence.md
106419956844317672026-07-16T09:16:12Z2026-09-05T00:25:16ZPython 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/41995684431767engineeringscreened0True
107419953691864552026-07-16T08:39:40Z2026-09-03T17:10:19ZSPC 2026 Competition API 文档https://support.worldquantbrain.com/hc/en-us/community/posts/41995369186455engineeringscreened0True
108419948091922152026-07-16T07:30:01Z2026-09-04T18:00:24Z【代码分享】用 Python 批量提交 SPC Prompthttps://support.worldquantbrain.com/hc/en-us/community/posts/41994809192215engineeringscreened9True
109419939680627432026-07-16T05:45:29Z2026-08-29T05:32:28Z从GM掉E，鼠鼠做错了哪些事情https://support.worldquantbrain.com/hc/en-us/community/posts/41993968062743generalscreened18True
110419928997156072026-07-16T03:37:04Z2026-08-29T05:33:21ZSPC 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/41992899715607generalscreened0True
111419741866273512026-07-15T14:28:21Z2026-09-05T00:25:17Z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 betahttps://support.worldquantbrain.com/hc/en-us/community/posts/41974186627351datasynthesized0True07-professional-knowledge/data-and-signal-semantics.md
112419496695790312026-07-14T16:29:48Z2026-08-29T05:35:36Z【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/41949669579031lessonsscreened0True
113419399598398952026-07-14T09:52:26Z2026-09-05T00:25:17Ztrade_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/41939959839895optimizationscreened0True
114419376894114792026-07-14T05:39:35Z2026-08-29T05:37:54Z【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/41937689411479lessonsscreened0True
115419091175833832026-07-13T07:41:26Z2026-09-05T00:29:20Z【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/41909117583383generalscreened5True
116419083236731112026-07-13T06:19:18Z2026-09-09T08:48:36Z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/41908323673111datasynthesized2True07-professional-knowledge/data-and-signal-semantics.md
117419036491748072026-07-12T22:22:13Z2026-08-29T05:41:31Z【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/41903649174807portfoliosynthesized2True08-alpha-optimization/diagnostic-workflow.md
118418985645661672026-07-12T15:18:27Z2026-09-09T02:34:11Z新人半年一个季度一次跳跃：gold->expert->masterhttps://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167generalscreened1True
119418980026512872026-07-12T14:31:29Z2026-08-29T05:43:36Z【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/41898002651287lessonsscreened3True
120418971337954792026-07-12T13:05:00Z2026-09-05T00:25:18Z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/41897133795479generalscreened0True
121418953423230952026-07-12T09:23:12Z2026-09-10T16:29:16Z【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/41895342323095engineeringscreened0True
122418814121013992026-07-11T11:29:02Z2026-09-05T00:25:19Z【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/41881412101399optimizationscreened2True
123418807996951272026-07-11T10:14:17Z2026-09-07T08:12:29Z[代码优化]ProdMemo v2.0：在浏览器本地计算 Self Corrhttps://support.worldquantbrain.com/hc/en-us/community/posts/41880799695127optimizationscreened2True
124418781752646632026-07-11T04:13:48Z2026-08-29T05:49:19Z【python alpha】IND区域 Python Alpha 优化经验分享https://support.worldquantbrain.com/hc/en-us/community/posts/41878175264663lessonsscreened1True
125418779859264232026-07-11T03:58:23Z2026-09-05T00:26:28Ztoken太贵怎么办， GLM-5.2 免费了https://support.worldquantbrain.com/hc/en-us/community/posts/41877985926423eventsscreened3True
126418773486533352026-07-11T02:49:35Z2026-09-10T06:51:48Z【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/41877348653335lessonsscreened1True
127418607315984872026-07-10T15:11:51Z2026-08-31T02:33:15Z[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/41860731598487aiscreened0True
128418565074176232026-07-10T12:39:26Z2026-09-03T04:52:58Z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/41856507417623aisynthesized0True03-engineering/architecture.md;06-sources/curated.md
129418540263160552026-07-10T09:39:49Z2026-09-05T00:25:19Z【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/41854026316055generalsynthesized0True08-alpha-optimization/diagnostic-workflow.md
130418532219447272026-07-10T08:07:46Z2026-08-29T08:45:38Z【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/41853221944727aiscreened0True
131418499252142312026-07-10T02:03:06Z2026-09-10T06:52:46Z降低【turnover】的几种方法对比分析https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231optimizationsynthesized0True08-alpha-optimization/diagnostic-workflow.md
132418430675374312026-07-09T20:57:11Z2026-07-24T07:03:13ZPower 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/41843067537431eventssynthesized0True09-experience-lessons/competition-evidence.md
133418305308128232026-07-09T14:35:37Z2026-08-23T12:35:16Z新手顾问Combined Selected Alpha Performance第一次更新冲上5.1https://support.worldquantbrain.com/hc/en-us/community/posts/41830530812823portfolioscreened1True
134418258364490472026-07-09T11:08:53Z2026-09-08T13:50:21Z【大角羊】一分钟掌握参加SPC 2026要点！https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047generalscreened0True
135418047200516072026-07-08T15:47:44Z2026-07-30T16:04:33Zcnhkmcp 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/41804720051607aiscreened0True
136418014627271912026-07-08T14:19:05Z2026-09-10T06:50:51Z【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/41801462727191aisynthesized0True04-platform/spc.md;06-sources/curated.md
137417964916193512026-07-08T10:32:54Z2026-09-06T06:42:29Z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/41796491619351optimizationscreened2True
138417718406014952026-07-07T14:25:07Z2026-09-10T06:50:53Z【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/41771840601495ideasscreened0True
139417358919874792026-07-06T09:42:06Z2026-09-05T00:25:19Z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/41735891987479optimizationscreened1True
140417340057493992026-07-06T06:03:18Z2026-08-15T14:56:59ZUSA/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/41734005749399optimizationscreened0True
141417328136912872026-07-06T03:30:04Z2026-08-25T13:29:10Z【经验分享】MEA地区高级算子探索篇：ts_entropyhttps://support.worldquantbrain.com/hc/en-us/community/posts/41732813691287lessonsscreened13True
142417198905819112026-07-05T04:44:58Z2026-07-31T03:17:46Z【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/41719890581911optimizationscreened2True
143417070211462632026-07-04T09:22:13Z2026-08-18T03:22:14Z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/41707021146263lessonsscreened1True
144417068276519912026-07-04T08:53:46Z2026-09-10T17:05:13Z[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/41706827651991aisynthesized14True00-restart/2026-timeline.md;03-engineering/architecture.md;06-sources/curated.md
145416927814729192026-07-03T16:09:22Z2026-09-08T03:31:04Z[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tokenhttps://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919eventsscreened21True
146416847715617512026-07-03T09:43:59Z2026-08-19T09:55:46Z【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/41684771561751lessonsscreened0True
147416842518076392026-07-03T08:53:42Z2026-07-29T08:29:13Z【实用工具】WorldQuant BRAIN Super Alpha 多地区生成器 复制可用 支持own和not ownhttps://support.worldquantbrain.com/hc/en-us/community/posts/41684251807639portfolioscreened1True
148416841044190952026-07-03T08:34:18Z2026-07-23T09:24:03Z教训贴 - 学而时习之。https://support.worldquantbrain.com/hc/en-us/community/posts/41684104419095lessonsscreened0True
149416555670269672026-07-02T09:07:02Z2026-08-07T10:49:02Zfast2python关于复现fast op分享https://support.worldquantbrain.com/hc/en-us/community/posts/41655567026967engineeringscreened8True
150416553870044392026-07-02T08:52:32Z2026-09-05T06:07:08ZWorldQuant 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/41655387004439aiscreened2True
151416542053188072026-07-02T06:32:45Z2026-09-01T12:59:27Z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/41654205318807datascreened3True
152416530358272232026-07-02T04:23:28Z2026-09-07T13:18:21Z[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/41653035827223lessonssynthesized12True09-experience-lessons/failure-casebook.md
153416512831768552026-07-02T01:49:11Z2026-09-10T12:52:57ZOsmosis 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/41651283176855portfolioscreened7True
154416253442323432026-07-01T06:59:13Z2026-08-07T10:42:17Z【经验分享】MEA地区CONCENTRATED_WEIGHT 阻塞解决记录https://support.worldquantbrain.com/hc/en-us/community/posts/41625344232343lessonsscreened7True
155416252634389992026-07-01T06:48:57Z2026-08-29T09:01:30Z【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/41625263438999engineeringscreened0True
156415682355136232026-06-29T09:20:34Z2026-07-21T07:25:31Z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/41568235513623lessonsscreened6True
157415679667896552026-06-29T08:54:54Z2026-07-24T03:57:15Z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/41567966789655lessonsscreened0True
158415639591593192026-06-29T01:58:42Z2026-09-07T10:33:25Z【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/41563959159319lessonsscreened23True
159415566693665512026-06-28T15:20:46Z2026-07-24T10:29:26Z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/41556669366551generalscreened1True
160415536650169832026-06-28T10:02:03Z2026-09-10T06:52:44ZHKG 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/41553665016983lessonsscreened0True
161415528055399912026-06-28T07:29:20Z2026-07-23T09:38:25Z【经验分享】这样的alpha到底应不应该交？https://support.worldquantbrain.com/hc/en-us/community/posts/41552805539991lessonsscreened0True
162415516821557992026-06-28T04:41:20Z2026-09-03T11:15:13Z【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/41551682155799lessonssynthesized8True08-alpha-optimization/diagnostic-workflow.md
163415510453620712026-06-28T03:14:14Z2026-08-23T14:03:54Z【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/41551045362071engineeringsynthesized0True03-engineering/2026-operating-lessons.md
164415508109624552026-06-28T02:51:55Z2026-08-22T12:06:33Z【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/41550810962455lessonsscreened5True
165415507831846632026-06-28T02:44:23Z2026-09-10T01:49:43Z【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/41550783184663optimizationsynthesized8True08-alpha-optimization/diagnostic-workflow.md
166415407009596392026-06-27T12:41:58Z2026-07-24T10:33:57Z[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/41540700959639aisynthesized1True01-alpha-ideas/relationship-and-extension-cards.md;02-ai-mining/2026-methods-and-failures.md
167415405452066792026-06-27T12:32:05Z2026-08-19T10:49:19Z【Quant101】基于FastExpr的高效PythonAlpha架构设计——From Fast to Python Skillhttps://support.worldquantbrain.com/hc/en-us/community/posts/41540545206679aisynthesized5True02-ai-mining/2026-methods-and-failures.md
168415103440385512026-06-26T09:58:11Z2026-07-23T09:36:18Z【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/41510344038551lessonsscreened0True
169415098868032232026-06-26T09:19:30Z2026-07-29T15:58:22Zvf0.5-0.73-0.96（cb负数，一脸懵逼的上vf0.9？）https://support.worldquantbrain.com/hc/en-us/community/posts/41509886803223lessonsscreened7True
170415056263707112026-06-26T03:24:45Z2026-07-16T08:04:29Z【python alpha挑战赛】我的第一个python alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/41505626370711engineeringscreened1True
171414857943291112026-06-25T15:53:28Z2026-08-19T15:09:39Z大模型量化研究通用提示词https://support.worldquantbrain.com/hc/en-us/community/posts/41485794329111aiscreened3True
172414777361209832026-06-25T10:46:37Z2026-09-06T14:41:09Z【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/41477736120983lessonsscreened7True
173414767717980392026-06-25T09:12:45Z2026-09-05T00:28:37ZOS comb从稳健提升到雪崩，我的一次教训。https://support.worldquantbrain.com/hc/en-us/community/posts/41476771798039lessonssynthesized3True09-experience-lessons/failure-casebook.md
174414696990900712026-06-24T22:45:50Z2026-09-09T08:43:09Z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/41469699090071aiscreened3True
175414590284416232026-06-24T16:23:21Z2026-08-19T17:27:39Z[经验分享]Osmosis分配的三种思路https://support.worldquantbrain.com/hc/en-us/community/posts/41459028441623lessonsscreened2True
176414586912306152026-06-24T16:12:12Z2026-07-11T04:22:07ZMCP 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/41458691230615aiscreened0True
177414492609824232026-06-24T08:44:11Z2026-08-18T07:59:46Z【python alpha挑战赛】fast to python alpha skillhttps://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423aisynthesized16True02-ai-mining/2026-methods-and-failures.md
178414472702477032026-06-24T04:47:37Z2026-08-06T02:05:48Z【Python Alpha】trade_when 参数调优https://support.worldquantbrain.com/hc/en-us/community/posts/41447270247703optimizationsynthesized15True08-alpha-optimization/diagnostic-workflow.md
179414463581267432026-06-24T03:12:35Z2026-07-24T10:27:04Z[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/41446358126743engineeringscreened1True
180414461892467432026-06-24T02:57:34Z2026-08-24T11:56:35Z[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/41446189246743aiscreened11True
181414306665844712026-06-23T16:06:52Z2026-07-20T11:17:38Z【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/41430666584471aiscreened16True
182414306303028712026-06-23T16:04:11Z2026-07-04T09:07:54Z【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/41430630302871aiscreened0True
183414280768345832026-06-23T14:48:40Z2026-07-29T15:58:21Zos 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/41428076834583portfoliosynthesized7True08-alpha-optimization/portfolio-and-correlation.md
184414212364509672026-06-23T08:42:05Z2026-07-15T09:16:06Z使用蒙特卡洛来实现python alpha代码https://support.worldquantbrain.com/hc/en-us/community/posts/41421236450967engineeringscreened4True
185414211868764392026-06-23T08:36:36Z2026-08-31T15:51:21Z[Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439engineeringscreened8True
186414207421655272026-06-23T07:51:08Z2026-09-06T07:52:17ZHKG 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/41420742165527generalscreened0True
187414182521564392026-06-23T02:58:03Z2026-08-02T03:07:01ZPython 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/41418252156439engineeringscreened6True
188414181961031912026-06-23T02:51:58Z2026-07-24T10:23:52Z隐藏技巧: 批量用alpha_id查询alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/41418196103191generalscreened0True
189414174186971112026-06-23T01:38:06Z2026-09-08T15:39:55Z利用AI优化alpha，成功提交的过程https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111optimizationscreened0True
190414091097796072026-06-22T19:19:08Z2026-09-02T18:50:55Z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/41409109779607aiscreened7True
191413977044973032026-06-22T13:37:58Z2026-07-24T06:26:13Z【求助贴】关于Python生成Alpha表达式的方法https://support.worldquantbrain.com/hc/en-us/community/posts/41397704497303engineeringscreened0True
192413969335822312026-06-22T13:10:05Z2026-07-23T09:57:14Z【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/41396933582231generalscreened0True
193413929955502312026-06-22T08:51:19Z2026-09-10T15:39:44Z【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/41392995550231aiscreened0True
194413918801220072026-06-22T06:41:16Z2026-07-23T09:43:07Z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/41391880122007lessonsscreened0True
195413776795731432026-06-21T03:37:53Z2026-08-30T17:48:14Z节省网络获取pc的一点想法https://support.worldquantbrain.com/hc/en-us/community/posts/41377679573143generalscreened20True
196413771471352552026-06-21T02:19:06Z2026-08-31T07:12:26Z【大角羊】OSM Combine匀速提升：-3.20~-1.25~0.63~2.44https://support.worldquantbrain.com/hc/en-us/community/posts/41377147135255portfolioscreened8True
197413638953962472026-06-20T03:57:49Z2026-09-08T18:17:38Z【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/41363895396247engineeringscreened1True
198413638852910312026-06-20T03:56:04Z2026-09-09T04:05:23Z想让 Claude 通宵挖 alpha、早上只看结果？我加了一层 simulation wrapperhttps://support.worldquantbrain.com/hc/en-us/community/posts/41363885291031aisynthesized6True03-engineering/architecture.md;06-sources/curated.md
199413217652925672026-06-18T14:47:07Z2026-08-31T15:58:03Z[Python Alpha 挑战赛]使用蒙特卡洛来实现python alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/41321765292567engineeringscreened11True
200413200392116712026-06-18T13:51:10Z2026-08-23T08:33:41ZGenius 六维 Tie breaker 实战手册（来自 AI 同事 GLM5.2）https://support.worldquantbrain.com/hc/en-us/community/posts/41320039211671aiscreened0True
201413180828883432026-06-18T12:35:57Z2026-08-07T10:55:59Z根据margin来管理PPA TAGhttps://support.worldquantbrain.com/hc/en-us/community/posts/41318082888343optimizationscreened2True
202413169597118952026-06-18T11:36:58Z2026-08-28T07:32:10Z筛选可优化RA进阶版https://support.worldquantbrain.com/hc/en-us/community/posts/41316959711895optimizationscreened14True
203412926783607272026-06-17T14:06:03Z2026-08-26T03:25:01Z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/41292678360727portfoliosynthesized11True02-ai-mining/research-workflow.md;06-sources/curated.md
204412845100935912026-06-17T04:16:04Z2026-08-28T07:52:15Z【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/41284510093591engineeringscreened20True
205412843605653992026-06-17T04:02:12Z2026-09-10T03:34:36Z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/41284360565399aiscreened44True
206412791111128552026-06-16T22:23:41Z2026-09-07T20:49:02ZCHN 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/41279111112855lessonssynthesized17True08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md
207412541297458152026-06-16T03:08:27Z2026-07-07T14:12:32Z【gemini-cli停用】迁移至Antigravity-cli教程https://support.worldquantbrain.com/hc/en-us/community/posts/41254129745815aiscreened6True
208412363570509032026-06-15T15:37:54Z2026-08-17T02:52:03Z【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/41236357050903lessonsscreened16True
209412285561729512026-06-15T10:50:25Z2026-07-07T14:04:41Z【免费GLM-5.2来了】智谱官方活动分享——zcode新用户免费用5天GLM5.2https://support.worldquantbrain.com/hc/en-us/community/posts/41228556172951eventsscreened4True
210412251679885032026-06-15T04:58:51Z2026-07-29T03:12:34Z【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/41225167988503eventsscreened0True
211412159656111592026-06-14T16:03:22Z2026-08-22T08:38:14Z从-0.3到1.2：我的世坤顾问之路https://support.worldquantbrain.com/hc/en-us/community/posts/41215965611159lessonsscreened3True
212412143159131112026-06-14T13:49:12Z2026-07-20T11:13:08Z【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/41214315913111optimizationscreened12True
213412122982922472026-06-14T10:26:15Z2026-07-21T07:25:29ZAI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/41212298292247aiscreened5True
214412120860275432026-06-14T09:59:25Z2026-08-17T07:32:21Zos comb从3+到1+的一些总结和分析https://support.worldquantbrain.com/hc/en-us/community/posts/41212086027543lessonsscreened2True
215412087092116712026-06-14T02:17:08Z2026-08-28T07:54:04Z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/41208709211671generalsynthesized9True01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
216411970454369512026-06-13T11:26:43Z2026-09-05T15:37:50ZCONCENTRATED 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/41197045436951lessonsscreened11True
217411710930813672026-06-12T13:16:06Z2026-08-30T12:14:50Z分享一个白嫖小米 MiMo V2.5的途径https://support.worldquantbrain.com/hc/en-us/community/posts/41171093081367generalscreened7True
218411678372783592026-06-12T10:18:26Z2026-08-07T10:58:39Z[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/41167837278359optimizationscreened1True
219411650662370792026-06-12T05:38:52Z2026-07-25T07:27:45Z[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/41165066237079engineeringscreened13True
220411638242016232026-06-12T03:31:29Z2026-08-26T03:26:23Zcodex流是不是不行，回测几十万都没找到https://support.worldquantbrain.com/hc/en-us/community/posts/41163824201623aiscreened11True
221411626367209192026-06-12T01:53:44Z2026-08-31T12:43:10Z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/41162636720919lessonsscreened8True
222411623160640232026-06-12T01:25:43Z2026-08-03T08:27:51Z【Alpha灵感】MEA地区靠SUE模板点亮了Fndhttps://support.worldquantbrain.com/hc/en-us/community/posts/41162316064023ideassynthesized0True01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
223411621483157992026-06-12T01:15:20Z2026-07-23T04:46:56Z[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/41162148315799optimizationscreened14True
224411429790507752026-06-11T13:23:59Z2026-08-29T02:35:11Z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/41142979050775lessonsscreened1True
225411418476443112026-06-11T12:43:54Z2026-09-09T13:55:09Z换个角度，理解一下trade_when(x, y, z) 方法https://support.worldquantbrain.com/hc/en-us/community/posts/41141847644311optimizationscreened12True
226411387177918952026-06-11T09:21:48Z2026-07-23T19:13:57Z[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/41138717791895engineeringscreened14True
227411383827177192026-06-11T08:46:30Z2026-08-31T07:15:32ZOsmosis 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/41138382717719portfolioscreened32True
228411370093902312026-06-11T06:27:20Z2026-08-31T03:50:13Z[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/41137009390231engineeringscreened10True
229411354905990632026-06-11T03:41:09Z2026-08-27T10:08:56Z[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/41135490599063optimizationsynthesized9True00-restart/2026-timeline.md;02-ai-mining/python-alpha.md;06-sources/curated.md
230411349573926632026-06-11T02:54:33Z2026-09-08T17:21:30Z双字段 Alpha 构建https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663ideassynthesized4True01-alpha-ideas/relationship-and-extension-cards.md
231411346499193832026-06-11T02:29:05Z2026-08-04T13:20:02Z[Python Alpha 挑战赛] 一句prompt一次实现prod0.71 --> prod0.69https://support.worldquantbrain.com/hc/en-us/community/posts/41134649919383engineeringscreened15True
232411339096080872026-06-11T01:33:58Z2026-09-10T12:37:40Z[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087aiscreened3True
233411286769444072026-06-10T21:03:28Z2026-07-18T22:12:10Z【保姆级教程】零基础搞定 Google Antigravity (Gemini CLI)https://support.worldquantbrain.com/hc/en-us/community/posts/41128676944407aiscreened1True
234411199095113192026-06-10T16:37:11Z2026-07-24T10:43:38Z[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/41119909511319engineeringscreened10True
235411059562808552026-06-10T03:21:14Z2026-07-08T06:56:43Z【Quant101】FieldPer 拯救计划：Skill 围栏https://support.worldquantbrain.com/hc/en-us/community/posts/41105956280855aiscreened0True
236411059187748072026-06-10T03:13:56Z2026-09-06T05:07:38Z【Quant101】OpCount 拯救计划：因子化简https://support.worldquantbrain.com/hc/en-us/community/posts/41105918774807generalsynthesized2True07-professional-knowledge/data-and-signal-semantics.md
237411054765435112026-06-10T02:40:27Z2026-08-08T06:07:50Z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/41105476543511engineeringscreened0True
238410777713954792026-06-09T06:40:32Z2026-08-25T13:39:10ZOS 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/41077771395479optimizationscreened0True
239410772533518312026-06-09T05:46:13Z2026-07-08T01:02:15Z【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/41077253351831optimizationscreened0True
240410762410144232026-06-09T03:50:43Z2026-08-01T14:27:06ZSUPER Alpha 构建实战：Selection 与 Combo 表达式设计策略https://support.worldquantbrain.com/hc/en-us/community/posts/41076241014423portfoliosynthesized0True08-alpha-optimization/portfolio-and-correlation.md
241410654970213352026-06-08T19:04:45Z2026-09-02T07:03:32Z【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/41065497021335aiscreened46True
242410613581592552026-06-08T17:04:32Z2026-08-18T12:49:20Z【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/41061358159255lessonsscreened0True
243410598548217832026-06-08T16:21:55Z2026-09-08T04:37:35Z【稳住Max simulation streak】windows配置定时任务https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783generalscreened0True
244410479011957992026-06-08T06:39:54Z2026-08-19T12:49:56Z[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/41047901195799optimizationscreened19True
245410395810666472026-06-07T17:37:18Z2026-08-07T11:06:07ZCombined 从1.07到2.98 分享https://support.worldquantbrain.com/hc/en-us/community/posts/41039581066647portfolioscreened1True
246410373912185832026-06-07T14:33:18Z2026-09-06T08:26:41ZWorldQuant 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/41037391218583aisynthesized28True02-ai-mining/2026-methods-and-failures.md
247410368892262632026-06-07T13:52:07Z2026-08-19T12:49:56Z[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/41036889226263optimizationscreened16True
248410349797879272026-06-07T10:28:33Z2026-08-19T12:49:58ZPython 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/41034979787927lessonssynthesized19True09-experience-lessons/failure-casebook.md
249410332684677352026-06-07T06:02:05Z2026-08-19T12:50:03Z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/41033268467735lessonsscreened10True
250410329551159272026-06-07T05:10:25Z2026-09-04T02:10:45Z[Python Alpha 挑战赛] SKILL: Regular to Python Alpha ｜ 稳定转写Python Alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/41032955115927aisynthesized24True02-ai-mining/2026-methods-and-failures.md
251410302176910312026-06-06T23:45:49Z2026-08-19T12:49:59Z[Python Alpha 挑战赛] 逐木成林：在 WorldQuant BRAIN 中使用树模型算法构建 Python Alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/41030217691031aiscreened11True
252410302020353512026-06-06T23:44:12Z2026-08-07T07:32:53Z[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/41030202035351aiscreened15True
253410250070672872026-06-06T17:42:57Z2026-08-05T07:40:05Z【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/41025007067287lessonssynthesized15True09-experience-lessons/failure-casebook.md
254410243379283432026-06-06T16:57:45Z2026-09-04T08:15:51Z【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/41024337928343lessonsscreened12True
255410219844230632026-06-06T14:19:37Z2026-07-09T03:10:51Z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/41021984423063lessonssynthesized22True09-experience-lessons/failure-casebook.md
256410206818505192026-06-06T12:44:00Z2026-09-09T13:18:20Z【AI工具】新版AI打工人配置指南 - PC & Mac & Linuxhttps://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519aiscreened48True
257410003410567912026-06-05T16:21:58Z2026-08-09T16:33:51Z近8000刀！Master赚到了GM的Quarterly Payment！https://support.worldquantbrain.com/hc/en-us/community/posts/41000341056791generalscreened26True
258409953748761832026-06-05T13:41:55Z2026-08-31T03:50:33Z[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/40995374876183engineeringscreened19True
259409729417188072026-06-04T16:29:22Z2026-08-28T10:13:01ZCONCENTRATED 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/40972941718807lessonsscreened29True
260409650935586792026-06-04T11:24:04Z2026-08-23T12:35:29Zantigravitycli运行mcp工作流https://support.worldquantbrain.com/hc/en-us/community/posts/40965093558679aiscreened18True
261409640447630312026-06-04T09:57:44Z2026-07-30T07:49:36Z【经验分享】用自动化工作流在 BRAIN 上量产 Alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031lessonsscreened19True
262409625865031912026-06-04T07:22:27Z2026-08-23T13:59:21Z【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/40962586503191lessonssynthesized18True09-experience-lessons/failure-casebook.md
263409624622820072026-06-04T07:03:41Z2026-07-19T05:51:41ZMEA 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/40962462282007optimizationsynthesized12True08-alpha-optimization/diagnostic-workflow.md
264409604766153192026-06-04T03:48:48Z2026-08-13T14:32:22Z【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/40960476615319datascreened12True
265409578019218152026-06-04T00:26:28Z2026-09-02T07:13:59Z[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/40957801921815lessonsscreened12True
266409578104181992026-06-04T00:26:10Z2026-09-06T14:23:26ZDCC 第三名经验分享https://support.worldquantbrain.com/hc/en-us/community/posts/40957810418199lessonsscreened16True
267409373984361192026-06-03T13:09:52Z2026-07-07T14:03:41Z【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/40937398436119eventsscreened9True
268409361860212712026-06-03T12:24:51Z2026-09-04T14:52:00ZSuperAlpha 去重的一点小坑：只看 selection 可能还不够https://support.worldquantbrain.com/hc/en-us/community/posts/40936186021271portfoliosynthesized0True03-engineering/experiment-ledger.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md
269409296506052072026-06-03T02:22:32Z2026-09-10T09:58:24Z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/40929650605207generalscreened27True
270409028922489832026-06-02T07:01:01Z2026-08-31T08:11:29Z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/40902892248983ideassynthesized16True01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
271408762229438952026-06-01T12:46:10Z2026-07-07T14:18:32Z【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/40876222943895aiscreened8True
272408754291410152026-06-01T12:11:50Z2026-08-29T23:23:48Z【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/40875429141015aiscreened7True
273408736621765352026-06-01T10:20:04Z2026-09-07T08:41:01ZOS RANK全球第一！我是如何做到的？https://support.worldquantbrain.com/hc/en-us/community/posts/40873662176535optimizationscreened19True
274408728041131752026-06-01T09:06:01Z2026-07-07T13:55:11Z【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/40872804113175lessonsscreened4True
275408708263195112026-06-01T05:07:32Z2026-09-10T14:50:24Z[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/40870826319511engineeringscreened15True
276408573678831592026-05-31T04:51:16Z2026-07-09T03:10:59Z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/40857367883159engineeringsynthesized10True00-restart/2026-timeline.md;03-engineering/2026-operating-lessons.md;03-engineering/experiment-ledger.md;06-sources/curated.md
277408474810800872026-05-30T14:03:10Z2026-09-05T18:23:41Z【Alpha灵感】使用nip族数据点亮news塔https://support.worldquantbrain.com/hc/en-us/community/posts/40847481080087ideassynthesized20True01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
278408177253549032026-05-29T08:05:03Z2026-07-20T03:35:35Z【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/40817725354903generalscreened13True
279408152967597032026-05-29T03:03:56Z2026-09-09T09:44:43Z[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/40815296759703engineeringscreened9True
280407978598026472026-05-28T15:14:04Z2026-08-07T10:56:32ZPython Alpha会议要点与竞赛分析报告——20260528https://support.worldquantbrain.com/hc/en-us/community/posts/40797859802647eventsscreened6True
281407967577988072026-05-28T14:38:37Z2026-09-04T08:15:02Z[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/40796757798807aiscreened14True
282407906667275752026-05-28T08:53:56Z2026-09-04T08:12:53Z【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/40790666727575ideassynthesized17True01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
283407905589757672026-05-28T08:45:07Z2026-08-31T03:51:26Z[Python Alpha 挑战赛]一句话让AI批量生成Python Alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/40790558975767aiscreened7True
284407888507360232026-05-28T05:14:34Z2026-08-31T03:52:53Z[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/40788850736023engineeringscreened13True
285407868153501672026-05-28T01:30:31Z2026-09-08T12:51:09Z【经验分享】在手机上操作AI打工人https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167lessonsscreened7True
286407680961463272026-05-27T13:50:08Z2026-07-20T11:15:55Z[Python Alpha 挑战赛]基于多层记忆的PythonAlpha自动探索ai-agenthttps://support.worldquantbrain.com/hc/en-us/community/posts/40768096146327aisynthesized4True02-ai-mining/2026-methods-and-failures.md
287407651603867112026-05-27T11:45:18Z2026-07-16T08:12:08Z【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/40765160386711aiscreened6True
288407635836348392026-05-27T09:11:17Z2026-09-02T12:21:16ZWorldquant 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/40763583634839aiscreened17True
289407602574159592026-05-27T02:17:50Z2026-08-29T17:09:35Z0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/40760257415959datasynthesized14True01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
290407427271426792026-05-26T15:07:19Z2026-08-29T02:09:55ZPython Alpha 平台限制粗略小结，请大佬指正https://support.worldquantbrain.com/hc/en-us/community/posts/40742727142679engineeringsynthesized17True00-restart/corrections.md;02-ai-mining/python-alpha.md;06-sources/curated.md
291407401647291112026-05-26T13:51:08Z2026-07-20T10:40:32Z[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/40740164729111optimizationscreened5True
292407400290012392026-05-26T13:47:56Z2026-08-29T02:11:59Z[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/40740029001239aiscreened8True
293407375936699112026-05-26T12:16:19Z2026-08-29T02:12:03Z【经验分享】尝试Python alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/40737593669911lessonsscreened11True
294407361663426792026-05-26T10:42:20Z2026-07-14T13:21:07Z🎉【Python Alpha 灵感】征文活动！https://support.worldquantbrain.com/hc/en-us/community/posts/40736166342679eventsscreened14True
295407356614713832026-05-26T09:55:25Z2026-08-29T02:14:08Z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/40735661471383generalscreened14True
296407344373506792026-05-26T07:35:08Z2026-09-07T01:14:33Z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/40734437350679generalscreened17True
297407344892481512026-05-26T07:34:44Z2026-08-29T02:16:12ZPython alpha 提交经验分享https://support.worldquantbrain.com/hc/en-us/community/posts/40734489248151lessonsscreened19True
298407324296723432026-05-26T03:17:52Z2026-09-10T15:02:58Z【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/40732429672343lessonsscreened5True
299407194281216232026-05-25T14:37:20Z2026-07-15T09:07:54ZMCP 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/40719428121623aiscreened8True
300407034552896232026-05-24T14:39:29Z2026-08-21T08:33:31Z【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/40703455289623aiscreened8True
301406981849906152026-05-24T02:51:31Z2026-09-02T10:49:18Zosmosis自动设置https://support.worldquantbrain.com/hc/en-us/community/posts/40698184990615portfolioscreened9True
302406846088775912026-05-23T04:45:29Z2026-08-07T10:43:19Z【经验分享】一句话改造mcp支持pyhton alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/40684608877591lessonsscreened5True
303406671551687912026-05-22T15:26:39Z2026-09-05T10:45:22Z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/40667155168791generalscreened0True
304406393930752232026-05-21T14:52:02Z2026-07-04T08:56:45Z【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/40639393075223lessonsscreened8True
305406049272798952026-05-20T09:42:57Z2026-07-26T13:32:41Z🚀 【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/40604927279895eventsscreened40True
306406003165953512026-05-20T01:33:24Z2026-07-07T14:03:38ZAntigravity CLI连接MCP问题解决https://support.worldquantbrain.com/hc/en-us/community/posts/40600316595351aiscreened2True
307405803738314472026-05-19T13:23:30Z2026-09-03T03:22:56Z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/40580373831447aiscreened2True
308405765011494632026-05-19T09:29:50Z2026-06-25T14:57:44Z【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/40576501149463lessonsscreened9True
309405444476719592026-05-18T02:36:10Z2026-08-16T02:36:32Z【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/40544447671959generalscreened10True
310405337111159272026-05-17T10:01:03Z2026-07-26T07:12:26Z【Combined Alpha Performance】踩坑分享，纯新手comb -2+https://support.worldquantbrain.com/hc/en-us/community/posts/40533711115927lessonssynthesized11True08-alpha-optimization/portfolio-and-correlation.md;09-experience-lessons/failure-casebook.md
311405329480034792026-05-17T07:52:43Z2026-08-13T13:58:43Z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/40532948003479engineeringscreened0True
312405317050168552026-05-17T04:34:24Z2026-08-07T10:47:28Z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/40531705016855engineeringsynthesized4True03-engineering/2026-operating-lessons.md
313405314122004712026-05-17T03:51:16Z2026-09-10T04:54:52Z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/40531412200471lessonsscreened0True
314405311024006632026-05-17T03:13:53Z2026-07-08T13:55:25ZOpenCode+MCP,分析一个数据集（包含提示词）https://support.worldquantbrain.com/hc/en-us/community/posts/40531102400663datascreened8True
315405306596457192026-05-17T02:09:56Z2026-09-08T14:43:57Z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/40530659645719aisynthesized11True02-ai-mining/2026-methods-and-failures.md
316405207940841192026-05-16T13:52:25Z2026-09-02T16:34:47Zvf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/40520794084119lessonsscreened9True
317404908303794152026-05-15T08:28:18Z2026-09-07T05:39:02Z【免费API】deepseekv4系列+AI编程神器9routerhttps://support.worldquantbrain.com/hc/en-us/community/posts/40490830379415aiscreened6True
318404580120018152026-05-14T01:31:38Z2026-07-25T11:21:49ZPython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/40458012001815engineeringsynthesized2True03-engineering/2026-operating-lessons.md
319404341132487912026-05-13T10:17:54Z2026-07-21T03:10:00Z【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/40434113248791engineeringscreened4True
320404333379961832026-05-13T08:58:57Z2026-09-06T02:41:29Z【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/40433337996183lessonsscreened33True
321404332389871592026-05-13T08:46:13Z2026-08-28T18:02:50Z【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/40433238987159ideassynthesized26True01-alpha-ideas/relationship-and-extension-cards.md
322404311034775272026-05-13T04:25:38Z2026-06-29T14:28:55Z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/40431103477527aiscreened9True
323404062401668072026-05-12T10:37:45Z2026-07-28T03:42:27Z【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/40406240166807optimizationscreened10True
324403734055306472026-05-11T03:11:42Z2026-09-10T02:00:43ZBRAIN 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/40373405530647aiscreened61True
325403733528444392026-05-11T03:07:53Z2026-06-29T14:28:24Z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/40373352844439datascreened14True
326403727957936872026-05-11T02:04:31Z2026-06-25T14:54:04Z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/40372795793687eventsscreened12True
327403473302658792026-05-09T06:17:45Z2026-07-07T13:52:09Z【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/40347330265879lessonsscreened11True
328403460822552552026-05-09T03:28:51Z2026-09-10T05:34:19Z【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/40346082255255lessonssynthesized6True08-alpha-optimization/portfolio-and-correlation.md
329403217679040232026-05-08T08:38:44Z2026-07-18T16:38:43Z【经验分享】Combine大幅提升，增幅高达1.74https://support.worldquantbrain.com/hc/en-us/community/posts/40321767904023lessonsscreened14True
330402972387631592026-05-07T12:43:54Z2026-09-09T00:39:26Z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/40297238763159aiscreened19True
331402943730648552026-05-07T09:18:06Z2026-09-10T23:23:28Z稳稳拿下gm，combine到六维的耕耘经验https://support.worldquantbrain.com/hc/en-us/community/posts/40294373064855lessonsscreened16True
332402924203015912026-05-07T05:28:27Z2026-06-29T14:28:24Z【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/40292420301591aiscreened6True
333402904343096552026-05-07T02:02:22Z2026-06-29T14:28:23Z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/40290434309655generalsynthesized6True02-ai-mining/2026-methods-and-failures.md
334402873687883752026-05-06T22:44:53Z2026-08-27T17:36:56Z【技术科普】在论坛发布彩色的帖子https://support.worldquantbrain.com/hc/en-us/community/posts/40287368788375generalscreened2True
335402640157042152026-05-06T07:16:11Z2026-08-07T10:45:43Z【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/40264015704215engineeringscreened0True
336402368687645672026-05-05T12:08:41Z2026-07-30T12:30:44Z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/40236868764567engineeringscreened6True
337401753578445032026-05-02T07:03:40Z2026-08-26T07:04:06ZPYTHON alpha的ast解析和语法检查https://support.worldquantbrain.com/hc/en-us/community/posts/40175357844503engineeringscreened5True
338401534561725672026-05-01T12:41:40Z2026-09-03T08:33:16Z痛失GM，新手的Q1总结https://support.worldquantbrain.com/hc/en-us/community/posts/40153456172567lessonsscreened9True
339401507978332392026-05-01T08:29:11Z2026-09-02T04:16:47ZWorldQuant BRAIN MCP 工具调用架构升级：从 Stdio 到 HTTP APIhttps://support.worldquantbrain.com/hc/en-us/community/posts/40150797833239aiscreened5True
340401342455686632026-04-30T16:58:44Z2026-08-26T18:09:21Z【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/40134245568663ideassynthesized11True01-alpha-ideas/relationship-and-extension-cards.md
341400910888615912026-04-29T04:36:13Z2026-09-11T00:34:14Z【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/40091088861591optimizationscreened8True
342400894266639592026-04-29T01:44:21Z2026-09-09T09:41:52Z【OB】一个自进化的 RAG 搜索系统🎯https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959generalscreened15True
343400742941406952026-04-28T16:35:22Z2026-06-27T04:00:31Z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/40074294140695eventsscreened3True
344400628000875752026-04-28T06:37:00Z2026-06-28T08:17:20Z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/40062800087575eventsscreened3True
345400314672089832026-04-27T03:06:25Z2026-08-08T18:17:02Z【💻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/40031467208983engineeringscreened0True
346400201590756072026-04-26T08:13:45Z2026-07-16T08:03:37Z【Alpha 模板】ASI推出新的universes：TOP500，成功点亮Risk Pyramidhttps://support.worldquantbrain.com/hc/en-us/community/posts/40020159075607ideassynthesized8True01-alpha-ideas/relationship-and-extension-cards.md
347400194028440552026-04-26T05:48:57Z2026-06-27T03:06:10Z【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/40019402844055engineeringscreened6True
348400183099997672026-04-26T02:54:34Z2026-06-27T03:23:29Z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/40018309999767engineeringscreened5True
349399757146337512026-04-24T01:13:58Z2026-07-05T15:18:41Z【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/39975714633751engineeringscreened5True
350399474335988712026-04-23T01:05:41Z2026-08-22T05:25:44Z【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/39947433598871portfolioscreened2True
351399472663310312026-04-23T00:58:16Z2026-06-29T06:30:32Z【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/39947266331031lessonsscreened2True
352399457646502632026-04-22T23:11:21Z2026-09-06T06:11:03Z【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/39945764650263lessonssynthesized29True09-experience-lessons/failure-casebook.md
353399231062852072026-04-22T07:24:19Z2026-06-27T02:52:29Z【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/39923106285207generalscreened6True
354399227880563432026-04-22T06:45:00Z2026-09-09T05:42:45Z【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/39922788056343generalscreened75True
355399223208824552026-04-22T05:47:36Z2026-08-07T10:56:38Z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/39922320882455guidesscreened2True
356399205039760872026-04-22T02:17:02Z2026-09-02T03:41:38Z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/39920503976087optimizationsynthesized7True08-alpha-optimization/diagnostic-workflow.md
357399070234805992026-04-21T16:20:17Z2026-07-20T11:19:17Z【WQ Manager】大更新！新增Base Payment排行榜！https://support.worldquantbrain.com/hc/en-us/community/posts/39907023480599generalscreened14True
358398991894378472026-04-21T10:16:07Z2026-07-27T23:53:09Z【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/39899189437847aiscreened0True
359398732478174952026-04-20T12:33:20Z2026-08-19T03:15:20Z一键自动化回测代码分享https://support.worldquantbrain.com/hc/en-us/community/posts/39873247817495engineeringscreened0True
360398709450201832026-04-20T09:49:12Z2026-09-09T02:29:34Z【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/39870945020183aiscreened8True
361398706629776872026-04-20T09:19:58Z2026-07-14T10:53:29Z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/39870662977687lessonssynthesized8True09-experience-lessons/failure-casebook.md
362398682677536232026-04-20T04:14:46Z2026-08-30T09:29:48ZPipeline 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/39868267753623portfoliosynthesized8True03-engineering/2026-operating-lessons.md
363398590458235112026-04-19T13:14:48Z2026-08-22T11:52:09Z【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/39859045823511lessonsscreened7True
364398586125113832026-04-19T12:35:29Z2026-06-28T08:19:08Z【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/39858612511383lessonsscreened2True
365398576302375912026-04-19T10:23:42Z2026-08-23T13:07:29Z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/39857630237591generalsynthesized4True08-alpha-optimization/portfolio-and-correlation.md
366398548930456552026-04-19T02:51:39Z2026-09-07T12:28:49Z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/39854893045655generalsynthesized5True08-alpha-optimization/diagnostic-workflow.md
367398547428052712026-04-19T02:26:34Z2026-07-29T07:02:19Z26.04.19 新顾问培训AI打工人安装 codebuddy配置版.https://support.worldquantbrain.com/hc/en-us/community/posts/39854742805271eventsscreened13True
368398452302999272026-04-18T12:59:03Z2026-08-01T17:39:01Z【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/39845230299927ideassynthesized15True00-restart/2026-timeline.md;01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md
369398268620258792026-04-17T16:35:24Z2026-07-15T11:04:57ZWorld Quant漫画（第三期）https://support.worldquantbrain.com/hc/en-us/community/posts/39826862025879generalscreened12True
370398228526690792026-04-17T14:36:50Z2026-07-17T04:47:53Z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/39822852669079optimizationscreened6True
371397596734224872026-04-15T09:27:39Z2026-08-13T14:05:49Z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/39759673422487lessonsscreened12True
372397590587343592026-04-15T08:23:19Z2026-07-29T07:24:15Z【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/39759058734359generalscreened9True
373397568419785192026-04-15T03:48:36Z2026-09-08T13:50:31Z【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/39756841978519generalscreened9True
374397291403855592026-04-14T06:17:42Z2026-09-08T06:02:21Z【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/39729140385559generalscreened14True
375397288144446952026-04-14T05:42:52Z2026-07-30T02:16:37Z26年Q1 Genius定级已更新，Q2赛季加油！https://support.worldquantbrain.com/hc/en-us/community/posts/39728814444695generalscreened20True
376397104032687592026-04-13T15:33:25Z2026-06-30T15:41:20Z【资源分享】免费的claude opus 4.6 api - Replithttps://support.worldquantbrain.com/hc/en-us/community/posts/39710403268759aiscreened11True
377396902891890152026-04-12T13:31:17Z2026-06-29T20:16:29Z【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/39690289189015generalscreened14True
378396598602846952026-04-10T17:19:12Z2026-06-28T08:17:25Z【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/39659860284695portfoliosynthesized5True08-alpha-optimization/portfolio-and-correlation.md
379396486448349672026-04-10T07:51:37Z2026-07-27T23:26:48Zppa一键untag代码https://support.worldquantbrain.com/hc/en-us/community/posts/39648644834967engineeringscreened3True
380396230251634152026-04-09T10:18:10Z2026-06-29T02:46:14Z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alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/39623025163415portfolioscreened10True
381396214323051752026-04-09T07:28:57Z2026-09-04T08:13:43Z【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/39621432305175lessonsscreened9True
382395674205410792026-04-07T11:00:52Z2026-09-10T06:57:01Z【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/39567420541079lessonsscreened12True
383395653976508392026-04-07T07:21:14Z2026-04-15T16:44:18Z低成本使用ai，助力回测！https://support.worldquantbrain.com/hc/en-us/community/posts/39565397650839aiscreened1True
384395313603582952026-04-05T17:23:40Z2026-08-26T06:44:04Z【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/39531360358295engineeringscreened28True
385395244169488872026-04-05T01:07:37Z2026-07-16T01:00:28Z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/39524416948887generalsynthesized11True07-professional-knowledge/data-and-signal-semantics.md
386394678955374312026-04-02T10:10:48Z2026-07-17T11:39:17ZVF1.0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/39467895537431lessonsscreened23True
387394667318790632026-04-02T07:58:23Z2026-07-15T11:04:44Z【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/39466731879063generalscreened33True
388394665064806632026-04-02T07:29:51Z2026-07-28T07:51:41Z【Consultant 101】手把手教你搭建本地因子库 ②https://support.worldquantbrain.com/hc/en-us/community/posts/39466506480663engineeringsynthesized1True03-engineering/architecture.md;06-sources/curated.md
389394397198613992026-04-01T08:57:47Z2026-07-30T02:16:40Z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/39439719861399eventsscreened34True
390394383876809192026-04-01T05:55:12Z2026-08-19T12:50:04Z【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/39438387680919eventsscreened25True
391394083977461992026-03-31T02:44:55Z2026-09-08T01:53:13Z【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/39408397746199portfolioscreened21True
392393687639108072026-03-29T08:40:07Z2026-06-29T00:02:35Z【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/39368763910807lessonssynthesized19True09-experience-lessons/failure-casebook.md
393393678391070952026-03-29T05:37:12Z2026-09-11T00:19:43Z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/39367839107095aiscreened25True
394393546166844392026-03-28T07:33:39Z2026-09-10T03:45:40Z【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/39354616684439aiscreened8True
395393543517394152026-03-28T06:32:44Z2026-07-16T08:04:28Z【QUANT101】什么是 Non-Compensated Alpha? 如何筛选 Compensated Alpha？https://support.worldquantbrain.com/hc/en-us/community/posts/39354351739415generalsynthesized4True03-engineering/2026-operating-lessons.md
396393543152781032026-03-28T06:31:40Z2026-06-10T00:20:46Z【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/39354315278103portfolioscreened7True
397393308545281512026-03-27T08:00:33Z2026-09-06T17:51:56Z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/39330854528151lessonsscreened13True
398393291435297512026-03-27T03:47:42Z2026-06-29T13:49:39Z【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/39329143529751eventsscreened18True
399393199557808872026-03-26T19:08:49Z2026-09-06T11:38:31Z【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/39319955780887guidessynthesized83True02-ai-mining/2026-methods-and-failures.md
400393069264208872026-03-26T11:18:56Z2026-09-03T09:02:59Z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/39306926420887engineeringscreened3True
401393058920457192026-03-26T09:35:11Z2026-07-31T14:29:03Z我依靠这套代码，半个月点了10个塔https://support.worldquantbrain.com/hc/en-us/community/posts/39305892045719engineeringscreened19True
402393047621138152026-03-26T07:13:47Z2026-09-10T04:17:24ZHarness engineering下的AI Quanthttps://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815aiscreened54True
403393038705264872026-03-26T05:03:57Z2026-06-10T17:44:05ZProdCorr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/39303870526487portfolioscreened17True
404393020473504232026-03-26T01:37:21Z2026-06-10T00:21:20Z【Agent Memory 模块】OpenClaw节省Token的插件：PowerMem安装https://support.worldquantbrain.com/hc/en-us/community/posts/39302047350423aiscreened3True
405392893498302952026-03-25T17:07:49Z2026-07-24T10:44:09Z微信Clawbot接通AI打工人https://support.worldquantbrain.com/hc/en-us/community/posts/39289349830295aiscreened7True
406392859327943912026-03-25T15:18:01Z2026-09-06T15:18:05Z鼠鼠靠着做WQ重启人生https://support.worldquantbrain.com/hc/en-us/community/posts/39285932794391generalscreened67True
407392550451751912026-03-24T12:51:53Z2026-08-22T04:18:03Z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/39255045175191aiscreened15True
408392532608275432026-03-24T11:12:58Z2026-09-09T06:38:17Z【工作流分享】Gold可用的Super Alpha挖掘策略https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543portfolioscreened1True
409392520222752232026-03-24T09:05:46Z2026-08-25T05:11:11Z【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/39252022275223generalscreened10True
410392516107356392026-03-24T08:15:29Z2026-09-08T01:53:14Z【VF 0.95收入经验分享】高VF如何拿到更高的basehttps://support.worldquantbrain.com/hc/en-us/community/posts/39251610735639lessonsscreened13True
411392513617912552026-03-24T07:48:59Z2026-06-10T00:22:14ZKiro + MCP学习记录https://support.worldquantbrain.com/hc/en-us/community/posts/39251361791255aiscreened0True
412392511461956072026-03-24T07:11:39Z2026-06-27T11:51:55Z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/39251146195607aiscreened8True
413392501620659432026-03-24T04:58:59Z2026-09-06T22:04:35Z【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/39250162065943generalscreened41True
414392496325755112026-03-24T03:46:09Z2026-07-01T12:47:01Z【ValueFactor】经验分享，纯新手VF 0.5 -> 0.97 -> 0.99https://support.worldquantbrain.com/hc/en-us/community/posts/39249632575511lessonsscreened6True
415392490788586472026-03-24T02:46:56Z2026-08-18T11:50:52Zosmosis point一键备份及恢复https://support.worldquantbrain.com/hc/en-us/community/posts/39249078858647portfolioscreened0True
416392348495869672026-03-23T16:32:17Z2026-07-27T10:55:38Z【Quant101】AIAC2.0 TOP25 经验分享https://support.worldquantbrain.com/hc/en-us/community/posts/39234849586967lessonsscreened6True
417392262091831272026-03-23T11:17:01Z2026-06-28T00:32:09Z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/39226209183127aiscreened1True
418392257187495912026-03-23T10:31:04Z2026-09-02T07:07:41Z【有奖SKILL征文】分享你的AI工作流、提示词、还有它的SOULhttps://support.worldquantbrain.com/hc/en-us/community/posts/39225718749591eventsscreened34True
419392251361382632026-03-23T09:26:56Z2026-06-10T00:22:46ZosmosisPoints一键清零代码https://support.worldquantbrain.com/hc/en-us/community/posts/39225136138263portfolioscreened24True
420392244842886632026-03-23T07:57:42Z2026-07-17T17:46:56Z[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/39224484288663lessonssynthesized22True09-experience-lessons/failure-casebook.md
421392244959021032026-03-23T07:55:35Z2026-06-10T00:22:56Z新晋顾问26天经验与踩坑分享https://support.worldquantbrain.com/hc/en-us/community/posts/39224495902103lessonsscreened17True
422392244515552232026-03-23T07:47:43Z2026-06-10T00:23:00Z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/39224451555223generalscreened8True
423392242592949992026-03-23T07:15:35Z2026-08-06T03:19:39Z【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/39224259294999engineeringsynthesized0True03-engineering/2026-operating-lessons.md
424392231264546792026-03-23T04:23:56Z2026-09-09T11:03:09Z【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/39223126454679optimizationscreened12True
425392231352974312026-03-23T04:22:04Z2026-06-29T00:04:20Z"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/39223135297431engineeringscreened11True
426392159824660712026-03-22T16:09:07Z2026-08-08T00:46:41Z[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/39215982466071aisynthesized5True02-ai-mining/2026-methods-and-failures.md
427392135655390952026-03-22T12:00:01Z2026-07-29T14:28:19Z【Quant101】手把手教你搭建本地因子库 ①https://support.worldquantbrain.com/hc/en-us/community/posts/39213565539095engineeringscreened11True
428392112913253352026-03-22T04:36:51Z2026-08-26T06:57:45Z成为Expert的VF爬升之路：0.68-0.98-0.99https://support.worldquantbrain.com/hc/en-us/community/posts/39211291325335lessonsscreened6True
429392022072101352026-03-21T13:59:19Z2026-09-07T11:47:49Z[代码优化]精准Osmosis10万点数（误差只有1）https://support.worldquantbrain.com/hc/en-us/community/posts/39202207210135portfolioscreened3True
430392018912539112026-03-21T13:28:41Z2026-06-27T03:44:35Ziflow 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/39201891253911aiscreened12True
431391954904298472026-03-20T23:15:50Z2026-07-28T12:18:09ZWorldQuant 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/39195490429847aiscreened9True
432391837986812392026-03-20T16:23:31Z2026-06-10T00:23:49Z将从网页拉取的数据存储到数据库https://support.worldquantbrain.com/hc/en-us/community/posts/39183798681239engineeringscreened5True
433391718079945192026-03-20T01:44:04Z2026-07-30T02:16:44ZOpenClaw + 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/39171807994519lessonsscreened18True
434391565138068712026-03-19T16:05:12Z2026-08-14T15:27:59Z【日常生活贴】我的量化日记第十一季https://support.worldquantbrain.com/hc/en-us/community/posts/39156513806871lessonsscreened1323True
435391185948030952026-03-18T03:29:30Z2026-09-02T03:42:49Z关于降Prod Correlation的实践（一）https://support.worldquantbrain.com/hc/en-us/community/posts/39118594803095portfoliosynthesized18True08-alpha-optimization/portfolio-and-correlation.md
436391174868363752026-03-18T01:55:55Z2026-07-03T17:06:00Zcnhkmcp中的报错修复，及pipeline不能启动的修复https://support.worldquantbrain.com/hc/en-us/community/posts/39117486836375aiscreened6True
437390917743300072026-03-17T06:55:31Z2026-06-27T03:32:06Z[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/39091774330007lessonsscreened0True
438390721755981032026-03-16T15:25:23Z2026-08-25T12:50:27Z[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/39072175598103generalscreened6True
439390712169342952026-03-16T14:57:21Z2026-06-10T00:24:15Z一次艰难的gemini报错调试修复记录https://support.worldquantbrain.com/hc/en-us/community/posts/39071216934295aiscreened7True
440390705721314792026-03-16T14:38:50Z2026-06-10T17:44:07ZClaude 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/39070572131479aiscreened6True
441390702367822312026-03-16T14:29:42Z2026-06-10T00:24:29ZOpenClaw“三省六部”架构助力Alpha构建实践https://support.worldquantbrain.com/hc/en-us/community/posts/39070236782231generalscreened13True
442390618982580712026-03-16T05:55:04Z2026-07-28T11:16:57Zworkbuddy让回测更方便https://support.worldquantbrain.com/hc/en-us/community/posts/39061898258071engineeringscreened14True
443390504101668072026-03-15T13:53:18Z2026-09-03T01:53:10Z关于IS ladder sharpe优化的一点实践经验https://support.worldquantbrain.com/hc/en-us/community/posts/39050410166807lessonsscreened5True
444390354301701352026-03-14T14:22:46Z2026-07-30T02:58:45Z【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/39035430170135lessonsscreened16True
445390346386003432026-03-14T13:10:48Z2026-06-10T00:24:52Z写了一个专门生成提交alpha 的open claw 的skillhttps://support.worldquantbrain.com/hc/en-us/community/posts/39034638600343aiscreened4True
446390345381711592026-03-14T13:02:40Z2026-08-27T12:51:09Z【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/39034538171159aiscreened8True
447390088325365992026-03-13T10:36:09Z2026-06-10T00:25:00Z【你用什么模型？】主流大模型评测https://support.worldquantbrain.com/hc/en-us/community/posts/39008832536599aiscreened1True
448390074264544232026-03-13T07:33:02Z2026-07-15T11:05:00Z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/39007426454423portfolioscreened3True
449390072884866792026-03-13T07:11:51Z2026-07-20T11:19:16Z【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/39007288486679lessonsscreened10True
450389892809569512026-03-12T15:18:17Z2026-09-08T11:56:02ZAI教我写模板https://support.worldquantbrain.com/hc/en-us/community/posts/38989280956951aiscreened9True
451389802702926312026-03-12T04:28:30Z2026-08-24T11:13:04Z16815刀季度奖经验分享-小虎https://support.worldquantbrain.com/hc/en-us/community/posts/38980270292631eventssynthesized43True09-experience-lessons/competition-evidence.md
452389793920935912026-03-12T02:49:10Z2026-06-30T18:10:16Z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/38979392093591generalscreened0True
453389793424344552026-03-12T02:46:36Z2026-08-06T06:46:57Z【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/38979342434455aiscreened23True
454389536298583272026-03-11T06:39:16Z2026-06-27T11:49:20Z【VF0.74 BASE居然也能40刀！】每日base方向帖https://support.worldquantbrain.com/hc/en-us/community/posts/38953629858327lessonsscreened31True
455389327092567272026-03-10T14:03:07Z2026-09-09T03:25:50Z【经验分享】我的上分之路：Gold→Master→Grandmasterhttps://support.worldquantbrain.com/hc/en-us/community/posts/38932709256727lessonsscreened39True
456389272430233832026-03-10T08:05:28Z2026-08-13T11:18:06Z【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/38927243023383lessonsscreened32True
457389271917683432026-03-10T07:58:12Z2026-08-13T11:18:06ZUSA 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/38927191768343datasynthesized23True01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md
458389095365515752026-03-09T17:08:15Z2026-06-10T00:26:42Z【贺六浑】OpenClaw 快速安装与避坑指南https://support.worldquantbrain.com/hc/en-us/community/posts/38909536551575generalscreened17True
459388984940659432026-03-09T09:08:29Z2026-08-10T02:00:00Z【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/38898494065943lessonsscreened20True
460388727424747752026-03-07T07:49:27Z2026-08-28T08:43:22Z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/38872742474775optimizationscreened5True
461388723072536552026-03-07T06:32:13Z2026-08-27T09:30:13Z【效率王】APP-3.0：完全自动化时代https://support.worldquantbrain.com/hc/en-us/community/posts/38872307253655generalscreened112True
462388700967036392026-03-07T01:34:56Z2026-09-02T03:44:28Z分享一个自用的AI点塔工作流https://support.worldquantbrain.com/hc/en-us/community/posts/38870096703639aiscreened17True
463388469890939112026-03-06T06:40:33Z2026-06-15T14:58:55Z【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/38846989093911eventsscreened7True
464388465104829672026-03-06T05:36:31Z2026-07-09T04:27:57Z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/38846510482967portfolioscreened19True
465388461773697512026-03-06T04:49:03Z2026-06-10T00:27:17Z【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/38846177369751engineeringscreened6True
466388450396752872026-03-06T02:43:18Z2026-06-28T08:57:40Z临时解决alpha页面不能翻页的问题https://support.worldquantbrain.com/hc/en-us/community/posts/38845039675287generalscreened5True
467388443797207272026-03-06T02:03:28Z2026-09-03T09:40:36Z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/38844379720727generalscreened25True
468388292588969192026-03-05T16:56:23Z2026-07-10T10:46:18Z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/38829258896919eventsscreened7True
469388189124661992026-03-05T07:12:10Z2026-06-10T00:27:35ZOpenCode 零基础入门指南https://support.worldquantbrain.com/hc/en-us/community/posts/38818912466199generalscreened8True
470387919761269992026-03-04T09:41:15Z2026-06-10T00:27:40Z【AI工具推荐】OpenClaw平替--OpenWork，适用于windows系统。https://support.worldquantbrain.com/hc/en-us/community/posts/38791976126999aiscreened15True
471387915762346472026-03-04T08:58:53Z2026-08-31T16:06:50ZTRAE配置MCP和Skills(最新)https://support.worldquantbrain.com/hc/en-us/community/posts/38791576234647aiscreened8True
472387686721441512026-03-03T14:20:03Z2026-07-24T04:36:19Z【日常生活贴】我的量化日记第十季https://support.worldquantbrain.com/hc/en-us/community/posts/38768672144151lessonsscreened1189True
473387677935947752026-03-03T13:47:25Z2026-08-24T12:07:38Z【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/38767793594775lessonsscreened24True
474387611233963752026-03-03T03:24:32Z2026-07-30T02:16:42Z【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/38761123396375eventsscreened51True
475387389961107432026-03-02T14:23:47Z2026-06-29T13:54:04Z我这个expert,领了半个master的奖金！！！https://support.worldquantbrain.com/hc/en-us/community/posts/38738996110743eventsscreened23True
476387360309879272026-03-02T12:21:30Z2026-07-27T01:46:40Z[代码优化]将历史回测存储至MongoDB中https://support.worldquantbrain.com/hc/en-us/community/posts/38736030987927optimizationscreened8True
477387202239964392026-03-01T08:50:29Z2026-06-10T00:30:14Z成为expert，vf连续三个月上0.9！！！https://support.worldquantbrain.com/hc/en-us/community/posts/38720223996439lessonsscreened15True
478387066733623272026-02-28T09:25:43Z2026-09-10T23:54:37Z【MCP 提示词优化 alpha】全流程提示词https://support.worldquantbrain.com/hc/en-us/community/posts/38706673362327optimizationscreened59True
479386806706549992026-02-27T08:02:23Z2026-08-25T15:24:48Z[经验分享]❌从全错到全对✅，仅一个月实现combine -1.2→3.18 + vf0.92https://support.worldquantbrain.com/hc/en-us/community/posts/38680670654999lessonsscreened28True
480386691790392552026-02-26T19:36:10Z2026-08-30T01:57:22ZEUR 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/38669179039255lessonssynthesized31True08-alpha-optimization/diagnostic-workflow.md
481386602727690472026-02-26T14:51:16Z2026-06-10T00:30:40Z一文详解DCC比赛https://support.worldquantbrain.com/hc/en-us/community/posts/38660272769047generalscreened9True
482386549342144232026-02-26T09:26:00Z2026-08-07T10:21:14Z🤞🤞AIAC 比赛用模板https://support.worldquantbrain.com/hc/en-us/community/posts/38654934214423aiscreened15True
483386522079397352026-02-26T03:35:00Z2026-08-23T06:57:08Z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/38652207939735aiscreened9True
484386314591155432026-02-25T14:00:29Z2026-07-28T12:30:38ZDCC比赛Tutorial和代码详解https://support.worldquantbrain.com/hc/en-us/community/posts/38631459115543engineeringscreened15True
485386286917566952026-02-25T11:36:50Z2026-07-12T17:20:28Z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/38628691756695guidessynthesized26True09-experience-lessons/competition-evidence.md
486386284809556712026-02-25T11:19:05Z2026-08-24T09:31:51Z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/38628480955671datascreened13True
487386266158565352026-02-25T08:05:42Z2026-06-10T00:31:09Z【大角羊】一秒重置Osmosis Points！https://support.worldquantbrain.com/hc/en-us/community/posts/38626615856535portfolioscreened2True
488386248496082152026-02-25T04:42:01Z2026-06-10T00:31:17Z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/38624849608215engineeringscreened14True
489386230227868392026-02-25T01:46:52Z2026-06-10T00:31:23Z💰💰2025年度收入回顾https://support.worldquantbrain.com/hc/en-us/community/posts/38623022786839generalscreened28True
490386099826631912026-02-24T17:23:24Z2026-07-30T02:16:14Z数据字段创建比赛首次培训https://support.worldquantbrain.com/hc/en-us/community/posts/38609982663191eventsscreened11True
491386051615022312026-02-24T14:56:25Z2026-06-10T00:31:36ZBRAIN打工人解决报错之claude与node.js冲突https://support.worldquantbrain.com/hc/en-us/community/posts/38605161502231aiscreened3True
492385950305326312026-02-24T01:07:50Z2026-06-10T00:32:22Z【大角羊】一分钟掌握参加DCC比赛要点！https://support.worldquantbrain.com/hc/en-us/community/posts/38595030532631generalscreened15True
493385828520158952026-02-23T18:02:09Z2026-07-14T13:46:17Z【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/38582852015895portfolioscreened12True
494385612330606312026-02-22T15:24:08Z2026-08-24T11:57:57Z【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/38561233060631optimizationscreened20True
495385567079815912026-02-22T03:17:57Z2026-09-06T02:41:08Z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/38556707981591eventsscreened13True
496384929594528232026-02-19T05:08:09Z2026-09-06T15:21:54Z【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/38492959452823aiscreened6True
497384726294404072026-02-18T13:47:15Z2026-08-05T08:48:40Z适合邮箱自动推送的平台信息https://support.worldquantbrain.com/hc/en-us/community/posts/38472629440407generalscreened9True
498384238732856552026-02-16T05:56:41Z2026-08-29T09:08:21Z[图一乐] osmosis rank对乘数的影响https://support.worldquantbrain.com/hc/en-us/community/posts/38423873285655portfolioscreened3True
499383812446898152026-02-13T14:20:59Z2026-07-16T07:58:24Z【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/38381244689815lessonsscreened10True
500383765746474472026-02-13T08:20:39Z2026-07-19T18:05:59Z【经验分享】新人如何Combine 2.3， VF 0.9https://support.worldquantbrain.com/hc/en-us/community/posts/38376574647447lessonsscreened8True
501383753090103272026-02-13T05:22:07Z2026-06-10T00:34:48Z📢 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/38375309010327aiscreened10True
502383737944870632026-02-13T02:44:02Z2026-06-10T00:34:53Z【工具分享】简单便捷地给大模型添加skillshttps://support.worldquantbrain.com/hc/en-us/community/posts/38373794487063aiscreened6True
503383533678046952026-02-12T13:39:47Z2026-06-27T11:50:19Z【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/38353367804695lessonsscreened4True
504383493477444072026-02-12T08:05:12Z2026-07-09T03:10:05Z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/38349347744407lessonsscreened17True
505383489724859112026-02-12T07:15:22Z2026-06-10T00:35:09Z0.74VF也能1RA吃到14刀！https://support.worldquantbrain.com/hc/en-us/community/posts/38348972485911lessonsscreened11True
506383204227494632026-02-11T07:22:25Z2026-06-10T00:35:14Z【经验分享】如何从expert直升GMhttps://support.worldquantbrain.com/hc/en-us/community/posts/38320422749463lessonsscreened18True
507383184473677032026-02-11T03:40:27Z2026-06-10T00:35:19Z【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/38318447367703engineeringscreened7True
508383002500370152026-02-10T16:12:08Z2026-09-06T02:41:10Z终结烦人的MCP error -32000https://support.worldquantbrain.com/hc/en-us/community/posts/38300250037015aiscreened7True
509382913919115752026-02-10T07:44:04Z2026-09-02T15:18:33Zagent时代对expression ast的一个大更新https://support.worldquantbrain.com/hc/en-us/community/posts/38291391911575aiscreened6True
510382891297376232026-02-10T03:06:29Z2026-06-10T00:36:34Z3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/38289129737623aiscreened5True
511382657753057512026-02-09T11:56:06Z2026-08-18T12:48:59Z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/38265775305751datasynthesized9True02-ai-mining/2026-methods-and-failures.md
512382637339817192026-02-09T08:17:33Z2026-09-07T05:57:35Z【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/38263733981719portfolioscreened0True
513382632892277992026-02-09T07:18:40Z2026-07-20T14:52:58Z[新人分享] 13天提交，Combine 1.12, PPA Combine 1.35https://support.worldquantbrain.com/hc/en-us/community/posts/38263289227799portfolioscreened9True
514382607480690152026-02-09T01:44:13Z2026-06-10T00:38:37ZAI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/38260748069015aiscreened2True
515382547060036072026-02-08T16:32:02Z2026-06-10T00:38:50ZAI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/38254706003607aiscreened6True
516382513096333032026-02-08T09:18:06Z2026-06-10T00:38:55Z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/38251309633303eventsscreened2True
517382495766939112026-02-08T04:57:26Z2026-07-31T16:43:02Z[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/38249576693911generalscreened5True
518382353185554152026-02-07T05:44:22Z2026-06-10T00:39:04Z【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/38235318555415eventsscreened1True
519382348157019112026-02-07T04:16:00Z2026-08-29T13:04:16ZAlpha稳健性检验代码https://support.worldquantbrain.com/hc/en-us/community/posts/38234815701911optimizationsynthesized11True08-alpha-optimization/diagnostic-workflow.md
520382130502588392026-02-06T12:39:56Z2026-09-09T03:55:08Z[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/38213050258839optimizationscreened11True
521382108079945192026-02-06T09:28:25Z2026-07-29T16:04:46ZOSMOSIS 分数分配策略 by TIGER：big head 分配法https://support.worldquantbrain.com/hc/en-us/community/posts/38210807994519portfolioscreened10True
522382095922941672026-02-06T06:42:41Z2026-06-10T00:43:16ZVF第一次更新从0.5-0.88的感想https://support.worldquantbrain.com/hc/en-us/community/posts/38209592294167lessonsscreened4True
523381872789345512026-02-05T14:15:07Z2026-06-29T14:22:04Zdata存储与主题数据高效获取方法https://support.worldquantbrain.com/hc/en-us/community/posts/38187278934551generalscreened9True
524381869603293672026-02-05T14:06:05Z2026-06-10T00:43:26Z26年2月全球会议重点内容整理https://support.worldquantbrain.com/hc/en-us/community/posts/38186960329367eventsscreened13True
525381828835000552026-02-05T09:48:58Z2026-07-29T14:44:42ZOS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/38182883500055generalscreened9True
526381828198644712026-02-05T09:38:03Z2026-08-26T13:53:46Z【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/38182819864471generalscreened12True
527381545479876072026-02-04T08:15:31Z2026-06-10T00:43:46Z【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/38154547987607lessonsscreened10True
528381512208030952026-02-04T02:22:18Z2026-09-09T03:30:16ZAI打工人配置指南 - Windows\Mac\Linuxhttps://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095aiscreened113True
529381499089647592026-02-04T01:09:24Z2026-06-10T00:43:55Z【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/38149908964759aiscreened4True
530381219009554152026-02-03T05:48:25Z2026-06-10T00:44:00Z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/38121900955415lessonsscreened18True
531381217485487592026-02-03T05:25:48Z2026-07-17T22:01:22Z【WQ数据监控】wqmanager.qzz.io 一览wq-leaderboard数据https://support.worldquantbrain.com/hc/en-us/community/posts/38121748548759generalscreened25True
532381215625875432026-02-03T05:01:45Z2026-06-10T00:44:11Z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/38121562587543lessonsscreened6True
533381213105152232026-02-03T04:33:20Z2026-09-10T04:38:42ZPPA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/38121310515223eventsscreened17True
534381204591731432026-02-03T03:10:49Z2026-07-22T02:09:44ZPC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/38120459173143optimizationsynthesized4True08-alpha-optimization/diagnostic-workflow.md
535381204006576872026-02-03T03:03:52Z2026-06-10T00:44:21Z【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/38120400657687aiscreened2True
536381200169124072026-02-03T02:28:52Z2026-06-29T02:45:50Z【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/38120016912407aiscreened159True
537380953329449192026-02-02T09:02:27Z2026-06-10T00:44:31Ziflow cli接入自定义大模型apihttps://support.worldquantbrain.com/hc/en-us/community/posts/38095332944919aiscreened4True
538380811991772392026-02-01T07:44:01Z2026-09-08T18:24:46Z【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/38081199177239engineeringscreened6True
539380378705803752026-01-30T02:11:13Z2026-06-10T00:44:42Z[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/38037870580375ideasscreened6True
540380256953707752026-01-29T18:31:48Z2026-08-09T16:28:34Z【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/38025695370775aiscreened60True
541380213011727592026-01-29T16:12:12Z2026-06-10T00:44:54Z关于ts_decay_linear的妙用https://support.worldquantbrain.com/hc/en-us/community/posts/38021301172759optimizationscreened19True
542380136144276712026-01-29T09:43:31Z2026-08-31T06:22:43ZGemini 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/38013614427671optimizationscreened16True
543380135691929832026-01-29T09:32:22Z2026-06-10T00:45:04Z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/38013569192983aiscreened8True
544380117409107432026-01-29T05:25:34Z2026-08-07T10:56:00Z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/38011740910743aiscreened13True
545380100749022952026-01-29T02:45:43Z2026-04-30T22:54:38Z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/38010074902295optimizationscreened3True
546380091621090792026-01-29T01:32:17Z2026-09-07T09:39:26Z【新手向】打造经济实用型打工人-为AI打工人配置优惠的coding planhttps://support.worldquantbrain.com/hc/en-us/community/posts/38009162109079eventsscreened4True
547379836796454632026-01-28T03:33:42Z2026-06-10T00:45:18Z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 2.0https://support.worldquantbrain.com/hc/en-us/community/posts/37983679645463eventsscreened2True
548379822510064872026-01-28T01:35:23Z2026-08-02T08:01:06Z白嫖指南：长期稳定免费大模型 APIhttps://support.worldquantbrain.com/hc/en-us/community/posts/37982251006487aiscreened3True
549379588225931752026-01-27T08:32:21Z2026-06-22T00:56:47Z[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/37958822593175optimizationscreened9True
550379531569456872026-01-26T23:49:56Z2026-06-10T00:45:38Z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/37953156945687aiscreened7True
551379222391900392026-01-25T16:35:34Z2026-06-10T00:45:42ZAI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/37922239190039aiscreened1True
552379056115803112026-01-24T09:12:17Z2026-06-22T00:52:50Z【OB】在OpenCode中使用Antigravity的Claude额度https://support.worldquantbrain.com/hc/en-us/community/posts/37905611580311aiscreened0True
553378781209935592026-01-23T07:35:03Z2026-09-10T04:10:22Z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/37878120993559generalscreened7True
554378775878103272026-01-23T06:23:31Z2026-09-07T05:51:42ZGLB区域使用ppa点塔https://support.worldquantbrain.com/hc/en-us/community/posts/37877587810327generalscreened15True
555378582376861672026-01-22T14:48:04Z2026-09-08T05:36:48Z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/37858237686167portfolioscreened2True
556378578795344872026-01-22T14:35:22Z2026-07-19T05:51:32Zopencode+skills全自动优化alphahttps://support.worldquantbrain.com/hc/en-us/community/posts/37857879534487optimizationscreened3True
557378561415009512026-01-22T13:24:07Z2026-06-10T00:46:07Z【Community Leader - 因子构造】gemini_cli_sdk + 双agent，打造一个听话的挖掘工2https://support.worldquantbrain.com/hc/en-us/community/posts/37856141500951ideasscreened1True
558378524830707432026-01-22T07:57:28Z2026-06-10T00:46:12Ziflow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/37852483070743aiscreened2True
559378523780860392026-01-22T07:34:32Z2026-09-04T09:44:30Z【ValueFactor】0.38->0.89->1->0.99->1的自我救赎https://support.worldquantbrain.com/hc/en-us/community/posts/37852378086039lessonsscreened10True
560378310225305832026-01-21T15:34:49Z2026-07-17T23:10:10ZTrae+SKILL+规则+记忆=AI全自动挖掘因子https://support.worldquantbrain.com/hc/en-us/community/posts/37831022530583aiscreened6True
561378287980347112026-01-21T14:15:58Z2026-06-10T00:46:25Z【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 CLIhttps://support.worldquantbrain.com/hc/en-us/community/posts/37828798034711aiscreened2True
562378249431599592026-01-21T10:21:06Z2026-06-10T00:46:29Z【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/37824943159959aiscreened15True
563378246662789352026-01-21T09:48:53Z2026-08-27T12:34:34Z[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/37824666278935engineeringscreened5True
564378235903204072026-01-21T07:05:39Z2026-06-10T00:46:38Z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/37823590320407aiscreened2True
565378226528573672026-01-21T05:09:31Z2026-07-19T15:32:01Z[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/37822652857367portfolioscreened14True
566378203607613672026-01-21T01:35:01Z2026-06-10T00:46:48Z英伟达免费白嫖 minimax-m2.1 和 glm4.7 模型https://support.worldquantbrain.com/hc/en-us/community/posts/37820360761367aiscreened3True
567378008700210152026-01-20T14:33:19Z2026-09-01T16:19:03Z【”羊毛“合集】可供使用的AI免费资源https://support.worldquantbrain.com/hc/en-us/community/posts/37800870021015guidesscreened26True
568377973461076712026-01-20T11:42:14Z2026-06-10T00:46:57Z【傻瓜式安装教程】傻瓜式安装claude-code-router使用ai打工人的免费apihttps://support.worldquantbrain.com/hc/en-us/community/posts/37797346107671aiscreened10True
569377964796411112026-01-20T10:20:45Z2026-06-29T13:52:09Z【日常生活贴】我的量化日记第九季https://support.worldquantbrain.com/hc/en-us/community/posts/37796479641111lessonsscreened1020True
570377804598761192026-01-19T17:00:50Z2026-06-10T17:44:10Z【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/37780459876119generalscreened9True
571377760702761192026-01-19T14:14:28Z2026-07-21T15:38:26Z【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/37776070276119aiscreened8True
572377627176230632026-01-18T16:52:39Z2026-06-10T00:47:18Z【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/37762717623063ideasscreened5True
573377606767014632026-01-18T12:58:32Z2026-06-10T00:47:22ZMac OS设置cnhkmcp环境https://support.worldquantbrain.com/hc/en-us/community/posts/37760676701463aiscreened1True
574377604285552872026-01-18T12:23:49Z2026-07-03T16:58:10Z[工具分享] 追踪每一次cnhkmcp的更新https://support.worldquantbrain.com/hc/en-us/community/posts/37760428555287aiscreened2True
575377594777852392026-01-18T09:47:10Z2026-08-07T10:44:23Z[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/37759477785239optimizationscreened12True
576377457060804072026-01-17T08:00:15Z2026-06-22T00:23:32Z【SKILLS everywhere】自动同步skills，从claude到gemini，codex，iflowhttps://support.worldquantbrain.com/hc/en-us/community/posts/37745706080407aiscreened6True
577377447090996712026-01-17T05:17:18Z2026-06-10T00:47:42Z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/37744709099671engineeringscreened1True
578377437367358952026-01-17T03:21:10Z2026-07-01T10:02:39Z我是如何分配5000次回测https://support.worldquantbrain.com/hc/en-us/community/posts/37743736735895engineeringscreened14True
579377433461171432026-01-17T02:45:53Z2026-06-10T00:47:51ZMAC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/37743346117143aiscreened3True
580377258464909032026-01-16T15:13:17Z2026-08-04T10:43:37Zgemini_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/37725846490903aiscreened6True
581377233631448552026-01-16T13:35:46Z2026-08-15T14:28:42Z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/37723363144855portfolioscreened0True
582377016544778472026-01-15T16:37:47Z2026-06-10T00:48:02Z谷歌Antigravity 如何使用Skillshttps://support.worldquantbrain.com/hc/en-us/community/posts/37701654477847aiscreened10True
583376693179759592026-01-14T15:18:38Z2026-09-05T19:48:23Z【alpha模板】行业中性化残差信号IND模板https://support.worldquantbrain.com/hc/en-us/community/posts/37669317975959ideassynthesized41True00-restart/corrections.md;01-alpha-ideas/data-template-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
584376623934167272026-01-14T07:48:07Z2026-08-26T13:53:47Z【差生文具多】为wq官网开发一个手机app查询常用信息-WQHelperhttps://support.worldquantbrain.com/hc/en-us/community/posts/37662393416727generalscreened18True
585376620262995432026-01-14T06:57:15Z2026-06-10T00:48:16Z盘点最近薅到的免费大模型https://support.worldquantbrain.com/hc/en-us/community/posts/37662026299543aiscreened7True
586376614135982312026-01-14T05:24:25Z2026-06-10T00:48:21ZGemini cli如何使用cnhkmcp中的Skillshttps://support.worldquantbrain.com/hc/en-us/community/posts/37661413598231aiscreened12True
587376609095643112026-01-14T04:20:13Z2026-07-19T18:20:57Z[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/37660909564311generalscreened6True
588376602712591592026-01-14T03:20:18Z2026-06-10T00:48:25Z【代码优化】优化datafield的模糊查询https://support.worldquantbrain.com/hc/en-us/community/posts/37660271259159datascreened1True
589376595576626152026-01-14T02:14:22Z2026-06-10T00:48:31Zwin10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/37659557662615generalscreened6True
590376463430468072026-01-13T17:33:05Z2026-06-10T00:48:35Z【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/37646343046807datascreened1True
591376411425481192026-01-13T14:55:02Z2026-07-20T08:17:52Z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/37641142548119generalscreened13True
592376388892941032026-01-13T13:32:57Z2026-06-29T12:48:38Z【代码优化】ProdCorr记录插件，减少重复查询https://support.worldquantbrain.com/hc/en-us/community/posts/37638889294103portfolioscreened22True
593376387266336232026-01-13T13:27:56Z2026-08-09T02:10:33ZAI打工人安装问题https://support.worldquantbrain.com/hc/en-us/community/posts/37638726633623aiscreened0True
594376354357474792026-01-13T09:58:56Z2026-06-10T00:48:58Z如何快速配置QuantGo Kit！！！！https://support.worldquantbrain.com/hc/en-us/community/posts/37635435747479generalscreened0True
595376337784491752026-01-13T06:39:07Z2026-06-10T00:49:04Z【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/37633778449175optimizationscreened11True
596376153205589992026-01-12T16:24:49Z2026-06-10T00:49:07Z【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/37615320558999portfolioscreened2True
597376097729403112026-01-12T13:21:05Z2026-07-20T03:30:35Z在Trae 中使用cnhkmcp中的Skillshttps://support.worldquantbrain.com/hc/en-us/community/posts/37609772940311aiscreened11True
598376061161587432026-01-12T08:22:40Z2026-07-28T03:46:05Z【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/37606116158743aisynthesized12True00-restart/2026-timeline.md;06-sources/curated.md
599376036957610472026-01-12T03:06:31Z2026-06-10T00:49:23Z解决Gemini输出乱码问题https://support.worldquantbrain.com/hc/en-us/community/posts/37603695761047aiscreened3True
600375953371035112026-01-11T13:37:32Z2026-07-19T06:00:27Z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/37595337103511optimizationscreened14True
601375938307227112026-01-11T10:02:48Z2026-06-10T00:49:32Z2025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/37593830722711generalscreened14True
602375818032211432026-01-10T13:39:02Z2026-07-01T15:47:18Z2025年Q4 Genus升级失败小结https://support.worldquantbrain.com/hc/en-us/community/posts/37581803221143generalscreened24True
603375811943442152026-01-10T12:39:47Z2026-06-10T00:49:40Z【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/37581194344215datasynthesized23True01-alpha-ideas/data-template-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md
604375764411855592026-01-10T01:35:14Z2026-08-05T10:18:27Z脚本记录Osmosis point每日变化https://support.worldquantbrain.com/hc/en-us/community/posts/37576441185559portfolioscreened3True
605375602584637672026-01-09T15:23:58Z2026-09-04T08:16:29Z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/37560258463767aiscreened16True
606375555825920232026-01-09T11:58:13Z2026-09-07T04:14:10ZVF0.98+Expert直升Grandmaster我是怎么做的https://support.worldquantbrain.com/hc/en-us/community/posts/37555582592023lessonsscreened27True
607375554744574952026-01-09T11:50:00Z2026-07-26T04:03:27Z[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/37555474457495aiscreened16True
608375542088059112026-01-09T09:48:58Z2026-08-26T14:22:42Z【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/37554208805911portfolioscreened7True
609375538139193832026-01-09T08:52:42Z2026-06-10T00:50:09Z[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/37553813919383portfolioscreened4True
610375534194148072026-01-09T07:59:05Z2026-07-26T13:05:22Z【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/37553419414807engineeringscreened6True
611375316321497832026-01-08T15:26:38Z2026-06-10T00:50:18Z在获取数据集的时候返回API rate limit exceededhttps://support.worldquantbrain.com/hc/en-us/community/posts/37531632149783datascreened6True
612375259158676712026-01-08T11:02:08Z2026-07-20T05:30:46Z【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/37525915867671ideassynthesized18True01-alpha-ideas/relationship-and-extension-cards.md;08-alpha-optimization/diagnostic-workflow.md
613375237629195752026-01-08T06:31:36Z2026-09-10T23:33:51Z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/37523762919575generalscreened24True
614375033938398952026-01-07T15:32:28Z2026-09-08T01:53:19Z[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/37503393839895aiscreened3True
615374954913124072026-01-07T06:52:07Z2026-01-17T12:29:52Z【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/37495491312407optimizationscreened2True
616374950335914472026-01-07T05:55:18Z2026-08-24T04:48:37ZQuantGo Kit：基于Grafana的WorldQuant量化可视化篇https://support.worldquantbrain.com/hc/en-us/community/posts/37495033591447generalscreened5True
617374945887603432026-01-07T04:56:49Z2026-05-17T07:10:31Z【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/37494588760343optimizationscreened4True
618374765816302312026-01-06T15:56:28Z2026-07-20T11:15:54Z新顾问踩坑分享——combined为负的惨痛教训https://support.worldquantbrain.com/hc/en-us/community/posts/37476581630231lessonssynthesized2True09-experience-lessons/failure-casebook.md
619374737180171752026-01-06T14:23:59Z2026-08-22T14:50:34ZASI MINVOL1M市场Robust Universe优化案例https://support.worldquantbrain.com/hc/en-us/community/posts/37473718017175optimizationsynthesized9True08-alpha-optimization/diagnostic-workflow.md
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622374368878446312026-01-05T02:22:45Z2026-01-29T15:39:55Z【差生文具多】手机远程访问云主机方案分享-windowsApphttps://support.worldquantbrain.com/hc/en-us/community/posts/37436887844631generalscreened0True
623374335999380712026-01-04T21:05:56Z2026-07-09T10:25:20Z[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/37433599938071engineeringscreened5True
624374272551351272026-01-04T09:47:12Z2026-09-03T06:35:59Z[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/37427255135127portfolioscreened3True
625374272957103592026-01-04T09:45:08Z2026-08-01T04:49:27Z[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/37427295710359portfolioscreened19True
626373897471401192026-01-02T06:57:14Z2026-02-02T08:11:24ZBrain Labs填充缺失值使用未来数据吗？https://support.worldquantbrain.com/hc/en-us/community/posts/37389747140119aiscreened2True
627373888681984232026-01-02T04:37:56Z2026-08-14T05:27:45Z2025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/37388868198423lessonssynthesized5True09-experience-lessons/failure-casebook.md
628373886465481192026-01-02T04:12:54Z2026-09-06T12:19:42Z[工具分享]一键 Robust Sharpe优化辅助https://support.worldquantbrain.com/hc/en-us/community/posts/37388646548119optimizationscreened9True
629373862949141992026-01-01T23:54:25Z2026-07-12T10:24:28Z[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/37386294914199aiscreened1True
630373776109269992026-01-01T07:46:19Z2026-07-25T10:32:22Z获取生产相关性代码改进https://support.worldquantbrain.com/hc/en-us/community/posts/37377610926999portfolioscreened1True
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