From a1b160e1b0edd3cd8c60cfce01a8e11921f33f6c Mon Sep 17 00:00:00 2001 From: yuxuanhui Date: Fri, 25 Sep 2026 10:38:15 +0800 Subject: [PATCH] Update knowledge base with recent forum insights and clarifications - Added new sections on missing data handling and experimental variables in data and signal semantics (2026-09-25). - Included clarifications on clustering representatives and candidate evaluations in portfolio and correlation optimization (2026-09-25). - Updated README to reflect the latest forum synchronization and new post counts, including significant additions and revisions across multiple topics (2026-09-25). --- .../01-alpha-ideas/data-template-cards.md | 6 + .../02-ai-mining/python-alpha.md | 8 + .../03-engineering/2026-operating-lessons.md | 8 + .../05-research-practice/validation.md | 6 + .../06-sources/README.md | 16 +- .../06-sources/collection-2026.json | 394 +++++++-- .../06-sources/forum-index.csv | 747 +++++++++-------- .../06-sources/forum-review-2026.csv | 749 ++++++++++-------- .../data-and-signal-semantics.md | 8 + .../portfolio-and-correlation.md | 6 + docs/worldquant-knowledge-base/README.md | 4 +- 11 files changed, 1239 insertions(+), 713 deletions(-) diff --git a/docs/worldquant-knowledge-base/01-alpha-ideas/data-template-cards.md b/docs/worldquant-knowledge-base/01-alpha-ideas/data-template-cards.md index 736e781..c14927d 100644 --- a/docs/worldquant-knowledge-base/01-alpha-ideas/data-template-cards.md +++ b/docs/worldquant-knowledge-base/01-alpha-ideas/data-template-cards.md @@ -51,3 +51,9 @@ dateCoverage 只是一项元数据，不告诉你缺失发生在哪几年，也 [MAX 与彩票偏好帖](https://support.worldquantbrain.com/hc/en-us/community/posts/43508107778711)（2026-09-15）报告滚动极端涨幅除以自身波动后，Sharpe 从 0.36 到 0.75，最大回撤从 48.96% 到 5.69%；缩短为 5 日窗口虽进一步提高指标，作者也承认与短期反转重叠。可保留“极值相对自身波动”的待验证假设，但窗口更短、更强不等于彩票机制更纯。本轮未复核论文、借券成本或原始回测，也不将标题中的“完整复现”当作已验证结论。 [DEU 内部人信念强度帖](https://support.worldquantbrain.com/hc/en-us/community/posts/43178926004887)（2026-09-02，本轮补录）提醒：稀疏事件填零后，大块相同排名可能代表没有事件，不能解释为经济信念中等。作者还报告有效持仓主要在 2018–2023，而较早年份为零；应以实际可投资区间评估结果。比较滚动和与均值时须核对有效观测数和缺失处理；完整固定窗口下两者只差常数，不能笼统断言换成均值必然丢失事件信息。原帖的 tail 阈值与性能改善仅是单例，不推广为稀疏数据通用模板。 + +## 2026-09-25 补充：非线性变换与覆盖需要分开检验 + +[EUR 财报电话会情绪概率差](https://support.worldquantbrain.com/hc/en-us/community/posts/43620895448343)（2026-09-20）报告 signed power 降相关，并描述早期稀疏截面造成权重集中。随附评论明确指出另一字段的成功不能证明“概率差 + signed_power”有效；应固定其余设置分别对照回填窗、覆盖和 truncation，拆开表达式变换与股票池变化。原帖指标属于作者自报，未复现。 + +[ASI 借券费率方差案例](https://support.worldquantbrain.com/hc/en-us/community/posts/43624312881943)（2026-09-20）比较方差与标准差版本。即使同一有效样本下平方保持非负值的截面排序，后续线性缩放、中性化或权重处理也可能得到不同持仓，不能由“同一排序”推出整条策略等价。作者由少数 checks 推断的 robust 比率约 0.9 仅是其样本观察，不写成通用平台门槛；每次仍需读取实际 value、limit 和状态。 diff --git a/docs/worldquant-knowledge-base/02-ai-mining/python-alpha.md b/docs/worldquant-knowledge-base/02-ai-mining/python-alpha.md index bbb2067..927a7cc 100644 --- a/docs/worldquant-knowledge-base/02-ai-mining/python-alpha.md +++ b/docs/worldquant-knowledge-base/02-ai-mining/python-alpha.md @@ -31,3 +31,11 @@ FastExpr 已能表达的简单机制，先用它建立基线。需要自定义 来源：[[Python Alpha 挑战赛]Python Alpha两阶段筛选法：FastExpr快速验证 + Python深度优化](https://support.worldquantbrain.com/hc/en-us/community/posts/41135490599063)（发帖 2026-06-11，社区经验）；[从 Fast 翻译到 Python Alpha 别急着炫技：截面/时序错位是头号杀手，事件漂移和中性化层级是隐形雷](https://support.worldquantbrain.com/hc/en-us/community/posts/42047259261335)（发帖 2026-07-18，社区经验）；[【经验分享】Python Alpha 30名心得：从 FastExpr 到 Python，我用 17 个 alpha 趟出来的一条路](https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767)（发帖 2026-08-06，社区经验）；[Python Alpha 平台限制粗略小结，请大佬指正](https://support.worldquantbrain.com/hc/en-us/community/posts/40742727142679)（发帖 2026-05-26，社区经验）。 本次没有安装或运行 BRAIN Labs Python SDK，所以这里只提供官方入口与迁移验证设计，不提供宣称可直接运行的 SDK 脚本。 + +## 2026-09-25 补充：频域与 PCA 实现先验算 + +[FFT 复现纠错帖](https://support.worldquantbrain.com/hc/en-us/community/posts/43640747372695)（2026-09-21）指出一个可直接验算的恒等式：对同一输入 x 的互补频带，slow + fast = x，因此 slow − x 与 −fast 是同一条腿，混合权重不会产生新信息。这只适用于所示互补分解及一致预处理，不能泛化为所有慢快信号必然共线。 + +原帖的其余“修正”仍需审查。对称 Hann 窗末端为零只能推出重构后的 slow[-1] + fast[-1] = 0，不能单凭这一点断言两个分量各自为零或必然衰减固定倍数。正文提倡前值填充，但修正版实际用窗口列均值填缺失；二者不是同一种经济假设。代码 `hist[-WIN:]` 在 WIN=65 时取 65 行，与注释宣称的 66 行也不一致。14–17 倍加速、泄漏比例和回测效果均为作者报告，本库未运行代码。 + +[PCA 特质残差反转帖](https://support.worldquantbrain.com/hc/en-us/community/posts/43692787685015)（2026-09-23）可作为待验证的自估风险模型思路，但代码 `cs[H-1:] - cs[:-H+1]` 每项相减的累计索引间隔为 H−1，不能直接标成 H 日收益和；它还将非有限收益填零，需核对缺失、上市历史与股票池影响。作者报告 IND 有效而 EUR/USA/HKG 不佳，并将 PnL 相关 0.963 称作“恒等变换”；这是近似经验，非数学恒等。不得照搬其地区结论或部分正交化系数。 diff --git a/docs/worldquant-knowledge-base/03-engineering/2026-operating-lessons.md b/docs/worldquant-knowledge-base/03-engineering/2026-operating-lessons.md index 683c269..7b1fc86 100644 --- a/docs/worldquant-knowledge-base/03-engineering/2026-operating-lessons.md +++ b/docs/worldquant-knowledge-base/03-engineering/2026-operating-lessons.md @@ -49,3 +49,11 @@ CSV 本身不保证并发原子性。需要记录任务身份、租约或领取 同帖还包含自动 PATCH Alpha 标签的步骤，因而不是纯读取工具。[另一篇 RA 说明](https://support.worldquantbrain.com/hc/en-us/community/posts/43410200668823)（2026-09-11）所述“不设置属性、不提交”不能自动套用到不同脚本。[AlphaSubmitter](https://support.worldquantbrain.com/hc/en-us/community/posts/43299585796247)（2026-09-07，本轮补录）宣传多轮自动重试，但没有给出足够的幂等或受理状态核对证据；POST 超时不能直接解释为服务端未创建，重发前需先对账。 [意见留言墙](https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503)本轮新可见评论提出登录过期导致界面状态丢失、回测次数与 Alpha 列表数量不同等问题。它们是用户反馈，不是已确认平台故障：先保存任务引用与界面筛选状态，再分别核对请求次数、失败/取消状态和结果对象数，避免仅凭两个总数推断丢数据。本轮没有复现相关 UI 行为。 + +## 2026-09-25 补充：缺失状态不能被默认值掩盖 + +[回测用量帖的新增可见评论](https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847#community_comment_43553064668183)（2026-09-17，本轮补齐）指出，没有匹配到当天活动记录时直接置 used=0，可能把日期错位或接口异常解释成额度充足。适合作为审查项：缺记录保留 UNKNOWN，再核对日期与响应；评论所述日界、固定上限和具体 API 行为未由本轮核验。 + +[ProdMemo 桥接帖评论](https://support.worldquantbrain.com/hc/en-us/community/posts/42585946296855#community_comment_43606520549399)（2026-09-19）提出旧缓存覆盖新记录的风险。合并时应保留数据类型、采集时间与来源范围，并核对部分结果是否覆盖完整结果；这是评论提供的待核审查点，本轮没有重新读取并运行桥接脚本，不能直接宣称已确认其实现缺陷。 + +[多 Agent 研究流程](https://support.worldquantbrain.com/hc/en-us/community/posts/43623479962007)（2026-09-20）把字段证据、研究假设、实验结果与审计裁定分开，是可用的职责设计：字段存在不证明逻辑成立，回测返回结果不证明通过审计。它是作者的架构方案，不是多代理提高样本外表现的实证。 diff --git a/docs/worldquant-knowledge-base/05-research-practice/validation.md b/docs/worldquant-knowledge-base/05-research-practice/validation.md index 2741881..809f09b 100644 --- a/docs/worldquant-knowledge-base/05-research-practice/validation.md +++ b/docs/worldquant-knowledge-base/05-research-practice/validation.md @@ -18,3 +18,9 @@ 大规模搜索时特别检查：收益是否集中在某一年；低 PC 是否只来自缺失或不同日期；高 Sharpe 是否由不可投资的极端持仓产生；同一模板换字段是否仍是同一风险来源；回填是否把旧事件变成持续仓位。 本知识库中的研究方向没有经过上述实际回测终验，均是待研究候选。 + +## 2026-09-25 补充：冻结发生在看结果之前 + +[时间前推与冻结流程](https://support.worldquantbrain.com/hc/en-us/community/posts/43638422558103)（2026-09-21，社区方法建议）区分历史分年诊断、时间前推与前瞻观察。看过完整历史后再按年拆分，不能恢复被选择过程用掉的独立性。每个验证段开始前记录表达式、完整 settings、冻结时间和淘汰条件；改动生成新版本，保留失败段，汇总冻结后各段的日收益，而非只展示最好一段或平均各段 Sharpe。 + +若标签或持有期跨越分割点，隔离范围应依据实际重叠，而非机械等于最长回看窗口。冻结卡和影子观察是研究建议，不是平台提交规则，也不能据此把个人留出段称为平台隐藏 OS。本轮未复核文中外部论文或运行验证实验。 diff --git a/docs/worldquant-knowledge-base/06-sources/README.md b/docs/worldquant-knowledge-base/06-sources/README.md index ba86ee0..3aa950b 100644 --- a/docs/worldquant-knowledge-base/06-sources/README.md +++ b/docs/worldquant-knowledge-base/06-sources/README.md @@ -1,6 +1,6 @@ # 来源、覆盖范围与验证记录 -首次采集日期：2026-09-07；最近论坛同步：2026-09-18。下列初轮与扩展轮数字保留为历史记录，最新覆盖见文末周同步记录。时间边界按 Asia/Shanghai 的 2026-01-01 00:00 至整理时点；原始索引时间使用 UTC/带偏移的 ISO 8601。日历日简写通常取原来源 UTC 日期，未把它伪装成本地精确时刻。 +首次采集日期：2026-09-07；最近论坛同步：2026-09-25（有访问缺口）。下列初轮与扩展轮数字保留为历史记录，最新覆盖见文末周同步记录。时间边界按 Asia/Shanghai 的 2026-01-01 00:00 至整理时点；原始索引时间使用 UTC/带偏移的 ISO 8601。日历日简写通常取原来源 UTC 日期，未把它伪装成本地精确时刻。 ## 邮箱 @@ -108,3 +108,17 @@ SPC 7 篇官方帮助页按 ID 直接读取；另通过支持站搜索取得 Pyt 本轮继续比较全部范围内评论的文本指纹，没有假定帖子更新时间或评论数量能完全反映评论编辑。评论指纹针对去除 HTML、规范化空白后的文字，不覆盖纯排版、链接目标或图片替换；因此“未见评论文本编辑”不能解释为所有媒体与格式均未变化。上周文本保留在本机 `.local/forum-sync/previous-2026-09-11/`，新候选仍由验证后才推进到相应成功基线，图片访问缺口另行保留；状态与采集文本不包含认证响应或会话材料。没有同步邮件、改变平台属性、预约、报名、回测、发帖或推送仓库。 验证结果：两个 CSV 各有 670 个唯一帖子 ID，评论合计 9,601；采集记录及候选指纹逐项一致，142 篇帖子被知识条目引用，论坛引用均在范围内，本地链接与差异空白检查通过。新增知识内容和本地 JSON/JSONL 状态的账号密码字面值及 JWT 形式扫描通过。实际 API 采集及本周内容比对已运行；社区回测与代码未执行，自动失败恢复、限流退避仍未经过故障演练。文本及索引同步完成，图片正文访问失败保留为独立缺口。 + +## 每周论坛同步：2026-09-25 + +实际采集时间为北京时间 09:12:33–09:16:29，随后完成筛读和知识整理。认证返回 201，支持站 SSO 落地 403，Community API 正常。完整取得 19 页、1,859 篇可见帖子，排除 1,101 篇早于年初边界的帖子；本次范围内实际取得 758 篇、10,141 条评论，逐帖分页计数一致，无评论抓取失败。 + +相对 9 月 18 日内容基线，新收录 89 篇，其中 72 篇发表于上次采集结束后，17 篇为历史补录。新收录帖带来 9 条评论，217 篇旧帖另有 540 个新可见评论 ID；这 549 条中，67 条发表于上次采集后、482 条创建时间更早，是本轮历史覆盖补齐。旧帖元数据更新时间变化 329 篇，但既有正文指纹无变化，可见帖既有评论没有文本编辑或缺失 ID；没有仅凭更新时间或评论数判断未变。 + +此前收录的 41208709211671（傅里叶变换在 Alpha 开发中的应用，2026-06-14）本次列表缺失，直接官方 API 请求也返回 404，原因未定。保留原文快照、引用、索引及其历史 9 条评论，不把 404 解释为已删除。因而当前索引有 759 个 ID：758 个本次可见，1 个历史保留；阅读索引评论数合计 10,150，其中 9 条未在本次重新取得，该帖 comments_complete 记为 False。本次实际取得评论比上次增加 540，等于新可见 549 减去未能重新取得的历史 9，不能将净增量称作新发表评论。 + +89 篇新收录帖完成标题及正文主旨筛查，专题目录只作导航，未沿目录扩充 2026 年前帖子；福利、收入展示和未答问题保留索引，不扩写为结论。新收录帖的 9 条评论及旧帖新可见的 540 条评论完成筛读，并针对实质纠错和机制建议精读。新增知识集中在冻结后验证、FFT 互补频带恒等式及修正版局限、PCA 窗口索引、聚类代表不能替代逐项 PC 终验、缺失值语义与 UNKNOWN 状态。社区数值仍为作者自述；本次没有复现回测、安装或执行社区代码，也没有将评论中的配额、评分、时区和阈值升级为官方规则。 + +图片帖 43287990820375 仍可取得元数据，正文含 12 张图片；本次抽查其中 1 个官方图片地址仍为 403，没有把抽查写成全部重试，继续保留 metadata_only 和待阅读项。评论指纹仍仅覆盖规范化文字，不检测纯格式、链接目标或图片替换。本次保留上周 670 篇文本快照于本机 previous-2026-09-18/；可见记录验证后推进相应基线，不可访问帖保留旧指纹与重试缺口。此次为可见文本及索引完成、来源与媒体仍有缺口的部分同步，不宣称全量无缺失。 + +验证结果：两个 CSV 均有 759 个唯一 ID；758 个本次采集记录与候选指纹、逐评论文本哈希及分页计数一致，另 1 个历史保留记录明确标为当前未完成。154 篇帖子被知识条目引用，引用均属于本次可见范围或明确保留的历史来源。本地链接、差异空白、新增内容及本地 JSON/JSONL 的账号密码字面值和 JWT 形式扫描通过。采集脚本语法检查通过；本轮只验证实际采集与静态内容比对，没有故障注入、策略回测或社区代码执行。 diff --git a/docs/worldquant-knowledge-base/06-sources/collection-2026.json b/docs/worldquant-knowledge-base/06-sources/collection-2026.json index 057ee38..1b015a0 100644 --- a/docs/worldquant-knowledge-base/06-sources/collection-2026.json +++ b/docs/worldquant-knowledge-base/06-sources/collection-2026.json @@ -29,75 +29,295 @@ "No source authentication material is included." ], "latest_forum_sync": { - "collected_at": "2026-09-18", + "collected_at": "2026-09-25", "timezone": "Asia/Shanghai", - "started_at": "2026-09-18T02:11:39.967012+00:00", - "collection_finished_at": "2026-09-18T02:16:36.188053+00:00", - "previous_successful_collection_finished_at": "2026-09-11T01:06:33.369594+00:00", - "raw_visible_posts": 1771, - "raw_list_pages": 18, + "status": "partial_sync_with_source_and_media_gaps", + "started_at": "2026-09-25T01:12:33.054002+00:00", + "collection_finished_at": "2026-09-25T01:16:29.789990+00:00", + "previous_successful_collection_finished_at": "2026-09-18T02:16:36.188053+00:00", + "raw_visible_posts": 1859, + "raw_list_pages": 19, "excluded_older_posts": 1101, - "retained_posts": 670, - "retained_comments": 9601, - "newly_indexed_posts": 41, - "newly_indexed_posts_created_after_previous_collection": 29, - "historical_posts_newly_indexed": 12, - "comments_on_newly_indexed_posts": 5, - "newly_visible_comments_on_existing_posts": 9, - "historical_comments_newly_visible": 7, - "newly_visible_comments_created_after_previous_collection": 7, - "comment_count_net_change": 14, - "metadata_changed_existing_posts": 231, - "body_changed_existing_post_ids": [ - "43320471694999", - "43030071187479" - ], + "retained_posts": 758, + "retained_comments": 10141, + "indexed_posts_including_unavailable": 759, + "historical_comments_retained_for_unavailable_posts": 9, + "newly_indexed_posts": 89, + "newly_indexed_posts_created_after_previous_collection": 72, + "historical_posts_newly_indexed": 17, + "comments_on_newly_indexed_posts": 9, + "newly_visible_comments_on_existing_posts": 540, + "historical_comments_newly_visible": 482, + 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--git a/docs/worldquant-knowledge-base/06-sources/forum-index.csv b/docs/worldquant-knowledge-base/06-sources/forum-index.csv index 19da81b..2303b74 100644 --- a/docs/worldquant-knowledge-base/06-sources/forum-index.csv +++ b/docs/worldquant-knowledge-base/06-sources/forum-index.csv @@ -1,252 +1,341 @@ post_id,created_at_utc,updated_at_utc,title,tags_heuristic,url,review_status -43561782887575,2026-09-17T14:27:01Z,2026-09-18T01:59:11Z,如何提高 Base Payment：交满配额、每天行动与常见误区,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43561782887575,curated -43556223197335,2026-09-17T09:44:58Z,2026-09-18T01:49:39Z,0配置注册就能用！免费大模型 DeepSeek V4.1 Flash ，GLM 5.3 Flash,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43556223197335,screened -43554011933847,2026-09-17T05:33:43Z,2026-09-17T15:18:04Z,WorkBuddy体验「腾讯轻量云」专家：免费领取1个月轻量应用服务器,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43554011933847,screened -43541109631895,2026-09-16T18:05:26Z,2026-09-17T15:19:14Z,【Alpha Idea】从「搜索量」到「新闻密度」：把一篇注意力反转论文迁移成可复用的 alpha 模板,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43541109631895,curated -43540418549527,2026-09-16T17:44:56Z,2026-09-17T16:03:52Z,【经验分享】伪灵根天崩开局，负Combine如何逆袭GM？（下篇）,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43540418549527,curated -43540397996311,2026-09-16T17:44:30Z,2026-09-17T16:04:08Z,【经验分享】伪灵根天崩开局，负Combine如何逆袭GM？（上篇）,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43540397996311,curated -43536370604567,2026-09-16T15:50:20Z,2026-09-18T01:22:58Z,同源信号做差，PC 一定会降——但这不等于你做出了新东西,optimization,https://support.worldquantbrain.com/hc/en-us/community/posts/43536370604567,curated -43532701388183,2026-09-16T13:52:41Z,2026-09-18T00:40:55Z,value factor 0.89 也能日入100刀+的分享,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43532701388183,curated -43529892515095,2026-09-16T12:01:08Z,2026-09-17T07:46:24Z,【白嫖】deepseek全系列，GLM全系列等等大模型token。,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43529892515095,screened -43529216017047,2026-09-16T11:16:16Z,2026-09-17T22:45:37Z,【Alpha Idea】价值动量分位与高相关度新闻的 AMR 因子化尝试,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43529216017047,screened -43529198653719,2026-09-16T11:15:35Z,2026-09-18T00:35:08Z,从 Theme 到 Osmosis：如何用好 Multiplier，提高每日收入,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43529198653719,curated -43527457608087,2026-09-16T08:21:50Z,2026-09-17T23:29:33Z,一阶、二阶，你真的用熟练了吗？——聊聊字段挖掘、ts_backfill 和 winsorize,data,https://support.worldquantbrain.com/hc/en-us/community/posts/43527457608087,screened -43527309427863,2026-09-16T08:02:21Z,2026-09-17T02:48:41Z,招聘：BRAIN Researcher（北京/上海）,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43527309427863,screened -43524498271895,2026-09-16T02:43:02Z,2026-09-18T01:49:26Z,【Alpha Idea】analyst10数据集 - 分析师预期差异构建alpha信号,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43524498271895,curated -43524503109655,2026-09-16T02:42:26Z,2026-09-18T00:09:40Z,【代码分享】 OS Alpha 批量重跑 Region-Agnostic：两个脚本筛出 ARC2026 候选（附完整代码）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43524503109655,curated -43508107778711,2026-09-15T15:48:52Z,2026-09-17T15:40:06Z,【Alpha Idea】彩票偏好与MAX效应：把一篇JFE经典论文搬进BRAIN的完整复现,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43508107778711,curated -43502970330647,2026-09-15T13:07:27Z,2026-09-17T03:44:55Z,马斯克五步工作法对构建 Alpha 的启发,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43502970330647,screened -43501264459799,2026-09-15T11:56:58Z,2026-09-17T08:30:11Z,【Alpha Idea】关于同源信号与噪声对冲,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43501264459799,curated -43500671638551,2026-09-15T11:16:50Z,2026-09-18T01:23:36Z,【Alpha Idea】别再说GLB不好跑了！周频量价分位概率信号的运营效率正交化在全球市场的因子化尝试,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43500671638551,curated -43499065604247,2026-09-15T08:52:19Z,2026-09-17T23:22:13Z,10个超级高效好用的ARC/GLB模板，再不刷就没有了/(ㄒoㄒ)/~~,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43499065604247,screened -43498120902807,2026-09-15T07:00:06Z,2026-09-18T01:55:47Z,【9月主题活动】：参与 ARC2026比赛，满足条件可获得100积分,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43498120902807,curated -43477475833623,2026-09-14T15:19:47Z,2026-09-17T02:23:53Z,WorkBuddy 国际版限时薅羊毛 — DeepSeek-V4.1-Flash 免费两周,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43477475833623,screened -43467733543319,2026-09-14T06:01:13Z,2026-09-18T00:18:10Z,grill-engineering：用 grill-me 拆解量化工具需求，让 Codex 自动开发、验收和修复,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43467733543319,screened -43456876189975,2026-09-13T13:36:55Z,2026-09-17T02:25:37Z,薅羊毛 免费使用deepseek v4 flash 0731,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43456876189975,screened -43438866840343,2026-09-12T07:17:13Z,2026-09-17T07:41:13Z,【复盘】OS Comb：6 月 3.3+ → 7 月 3.5+（8 月尚未更新）,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43438866840343,curated -43412659932439,2026-09-11T08:31:39Z,2026-09-16T15:43:39Z,华为云免费领每日1000万Token,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43412659932439,screened -43411841446423,2026-09-11T06:53:58Z,2026-09-17T02:37:28Z,【限时羊毛】商汤新AI平台新人福利：0.99元月卡得35万积分+20元无门槛代金券！,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43411841446423,screened -43411029872407,2026-09-11T05:10:41Z,2026-09-17T15:41:12Z,【大羊毛】白嫖 2 周 DeepSeek V4.1 Flash！,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43411029872407,screened -43410200668823,2026-09-11T03:37:00Z,2026-09-17T03:40:30Z,Region Agnostic Alpha 全解析 + 老Alpha重跑ARC候选脚本 + ARC2026参赛攻略,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43410200668823,curated -43392142641175,2026-09-10T15:11:04Z,2026-09-17T23:40:03Z,分享个 ZCode 手机远程挖Alpha的玩法+【限时薅羊毛】GLM-5.3-Flash 每晚免费挖 alpha，9 月 20 号截止！,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43392142641175,screened -43387710095895,2026-09-10T12:45:53Z,2026-09-17T15:42:07Z,限时免费GLM-5.3 活动分享,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43387710095895,screened -43383826751127,2026-09-10T08:06:07Z,2026-09-18T01:24:08Z,【差生文具多】WQAPP 1.04版本(添加回测和六维排名功能),engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43383826751127,screened -43367979867031,2026-09-09T17:45:47Z,2026-09-17T17:15:33Z,vf涨啦！！！开心开心开心,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43367979867031,screened -43322749748503,2026-09-08T06:39:02Z,2026-09-18T00:45:35Z,【Alpha Idea】招聘变化与业务扩张：hiring_trends 在 USA 市场的因子化尝试,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43322749748503,screened -43322521365143,2026-09-08T06:16:19Z,2026-09-17T03:45:32Z,【Region-Agnostic】一键批量将所有OS Regular Alpha 重跑为 ALL/D1 的脚本,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43322521365143,curated -43322480595991,2026-09-08T06:04:54Z,2026-09-17T17:15:28Z,【SPC实战】SPC 提交 API 抓包与全自动化：告别表单手填（附完整代码）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43322480595991,curated -43320471694999,2026-09-08T02:27:17Z,2026-09-18T00:02:05Z,05-AI精选合集：创建一个具有BRAIN全部知识、金融博士、计算机博士的免费助手,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43320471694999,curated -43320365312023,2026-09-08T02:20:53Z,2026-09-17T03:46:02Z,新顾问福利：Grand Master 1v1 Advisory 答疑辅导,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43320365312023,curated -43319751480599,2026-09-08T01:23:57Z,2026-09-17T15:58:00Z,【Alpha Idea】期权价格行业残差动量：opt1 在 IND 市场的因子化尝试,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43319751480599,screened -43319649278359,2026-09-08T01:16:05Z,2026-09-17T03:46:33Z,严正公告：严禁将 BRAIN 平台内容发布至第三方平台,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43319649278359,curated -43309848501783,2026-09-07T15:47:18Z,2026-09-17T03:46:07Z,【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,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43309848501783,curated -43308165478935,2026-09-07T14:23:14Z,2026-09-17T17:15:15Z,【Alpha Idea】当两套“行业分类”开始吵架：用另类聚类标签的时序协方差，在 JPN 做一个 2.8% 换手的 Cluster Alpha,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43308165478935,curated -43307320610583,2026-09-07T13:40:35Z,2026-09-17T20:26:21Z,【Alpha Idea】投资者注意力因子的尝试（Sharpe 0.37→3.08，fitness0.21→2.38）,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43307320610583,screened -43299585796247,2026-09-07T01:40:19Z,2026-09-17T03:47:37Z,【效率工具】ALphaSubmitter — 本地 WebUI 批量提交 Alpha 自动化工具（智能限流重试 + AI 自动写描述）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43299585796247,curated -43287990820375,2026-09-06T08:22:50Z,2026-09-17T06:44:29Z,【 Python Alpha 挑战赛】：工作流分享和从 21 个已提交OS的 Alpha 中归纳的夺冠经验,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43287990820375,metadata_only -43269155035799,2026-09-05T02:52:22Z,2026-09-17T03:52:16Z,【电子鸡蛋】免费AI站点（公益站）分享,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43269155035799,curated -43208281917591,2026-09-03T02:27:56Z,2026-09-17T03:41:10Z,03-【进阶学习】Super Alpha 每日获得额外1-60USD，来此学习,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43208281917591,retrieved_not_deep_reviewed -43181411147287,2026-09-02T10:44:26Z,2026-09-17T03:41:15Z,【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,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43181411147287,curated -43179860065303,2026-09-02T08:17:04Z,2026-09-17T03:41:49Z,"【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",alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43179860065303,curated -43179521660823,2026-09-02T07:35:26Z,2026-09-17T03:41:53Z,"【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",alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43179521660823,curated -43179259800471,2026-09-02T07:12:12Z,2026-09-16T18:11:13Z,02-【进阶学习】API优化、模版、自制数据、wqb、本地自相关检测等进阶合集,alpha-idea;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43179259800471,retrieved_not_deep_reviewed -43178926004887,2026-09-02T06:35:19Z,2026-09-17T09:45:28Z,"【Alpha Idea】内部人""动了多少仓位""比""动了多少钱""更重要 —— DEU 市场内部人信念强度因子（含一次""不是调参的 tail""）",ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43178926004887,curated -43151729306647,2026-09-01T13:11:24Z,2026-09-17T03:55:48Z,【Alpha Idea】机构持仓变化与拥挤反转：institutions18 在 GLB 市场的因子化尝试,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43151729306647,curated -43147371557015,2026-09-01T08:24:29Z,2026-09-17T03:42:55Z,【9月主题活动】Alpha Idea and Implementation 征文活动 —— 展现你的研究实力！,alpha-idea;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43147371557015,curated -43087031637527,2026-08-29T05:39:26Z,2026-09-17T03:52:07Z,【免费AI工具使用】之 ZCode 桌面版 【3亿token 免费】GLM5.3模型,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43087031637527,retrieved_not_deep_reviewed -43085454784535,2026-08-29T02:21:57Z,2026-09-17T03:47:16Z,本地check ppc的完整方法及代码，助你GLB PPA开发一臂之力,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43085454784535,retrieved_not_deep_reviewed -43067045830679,2026-08-28T14:10:52Z,2026-09-16T15:58:06Z,分享一下ZCode送3亿GLM‑5.3‑Flash 模型 token活动。,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43067045830679,retrieved_not_deep_reviewed -43058251853847,2026-08-28T02:23:03Z,2026-09-17T03:48:20Z,获取 WorldQuant 每天剩余回测次数、已回测次数,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847,retrieved_not_deep_reviewed -43031577079575,2026-08-27T08:00:38Z,2026-09-17T03:48:24Z,新人顾问心得，尝试通过Robust测试（一边修改一边写帖子）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/43031577079575,retrieved_not_deep_reviewed -43031425132823,2026-08-27T07:41:24Z,2026-09-17T03:48:28Z,和AI学点手搓小知识-vec操作符解析,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823,retrieved_not_deep_reviewed -43030071187479,2026-08-27T02:21:08Z,2026-09-16T18:11:11Z,01-【新人必读】新顾问入门指南！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479,retrieved_not_deep_reviewed -43006316208151,2026-08-26T12:39:42Z,2026-09-17T03:48:59Z,【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,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43006316208151,retrieved_not_deep_reviewed -43002825233687,2026-08-26T08:04:33Z,2026-09-17T03:49:03Z,🌟 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),portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687,curated -42981290349463,2026-08-25T14:24:44Z,2026-09-17T03:49:08Z,一个skill让AI不再混信号,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463,retrieved_not_deep_reviewed -42975079714839,2026-08-25T08:53:50Z,2026-09-16T16:03:56Z,免费体验 MiniMax‑M3！GMI Cloud 限时 14 天无限制调用福利,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42975079714839,retrieved_not_deep_reviewed -42972530812183,2026-08-25T03:58:37Z,2026-09-17T03:49:37Z,Region Agnostic Alpha (RAA) 详解 — 新手入门指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183,retrieved_not_deep_reviewed -42955680180247,2026-08-24T16:05:41Z,2026-09-17T03:49:42Z,【SPC实战】信号衰减5-7天：数据源“时效性”比“全面性”更重要,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42955680180247,curated -42945861800983,2026-08-24T09:08:41Z,2026-09-17T03:49:46Z,【🐉龙虎榜·卷四】季度奖揭榜，VF 为纲——谁人乘龙，谁人执印？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42945861800983,retrieved_not_deep_reviewed +43707725916311,2026-09-23T17:17:55Z,2026-09-24T16:48:43Z,Muse AI 新用户福利复核：2 核 8G VM + 每周模型额度，领取前先看这份避坑清单,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43707725916311,screened +43697122246551,2026-09-23T10:31:26Z,2026-09-25T00:42:00Z,[AI工具]让AI打工人、DSH等Agent使用workbuddy积分和模型,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43697122246551,screened +43692787685015,2026-09-23T02:23:47Z,2026-09-24T16:36:24Z,【Python Alpha 思路】用 PCA 自建风险模型做特质残差反转（IND/D1）,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43692787685015,curated +43680238420247,2026-09-22T17:33:59Z,2026-09-24T16:48:44Z,实测可用的 API Token 羊毛：阿里云百炼新用户免费额度，附自动停机和成本避坑清单,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43680238420247,screened +43675920891799,2026-09-22T15:25:59Z,2026-09-24T22:15:31Z,怎么把排版好的 HTML 直接发到论坛：一套验证过的流程（附 skill 与脚本）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43675920891799,screened +43673210106007,2026-09-22T14:04:40Z,2026-09-24T06:18:47Z,【总导航】顾问专属中文论坛知识目录：研究、工具、收入与活动,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673210106007,screened +43673234180503,2026-09-22T14:04:25Z,2026-09-24T12:44:03Z,【专题合集】工具、API 与 AI 工作流,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673234180503,screened +43673204556695,2026-09-22T14:04:10Z,2026-09-24T12:44:20Z,【专题合集】Alpha 研究与组合,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673204556695,screened +43673180731543,2026-09-22T14:03:54Z,2026-09-24T12:44:51Z,【专题合集】论文到 Alpha 与研究案例,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673180731543,screened +43673137717271,2026-09-22T14:02:28Z,2026-09-24T12:45:13Z,【专题合集】API 与开发工具合集,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673137717271,screened +43673093555607,2026-09-22T14:02:14Z,2026-09-24T12:45:39Z,【专题合集】AI 工具与工作流合集,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673093555607,screened +43673091498775,2026-09-22T14:02:00Z,2026-09-24T12:46:08Z,【专题合集】顾问收入与成长,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673091498775,screened +43673080644375,2026-09-22T14:01:42Z,2026-09-24T12:46:28Z,【专题合集】比赛、活动与培训,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673080644375,screened +43673068921751,2026-09-22T14:01:26Z,2026-09-24T12:46:53Z,【专题合集】数据与研究基础,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673068921751,screened +43673076261399,2026-09-22T14:01:12Z,2026-09-24T17:00:06Z,【专题合集】Super Alpha 学习合集,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673076261399,screened +43672994079895,2026-09-22T14:00:01Z,2026-09-24T12:47:42Z,【专题合集】Machine Alpha 与模板研究,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672994079895,screened +43672992820247,2026-09-22T13:59:46Z,2026-09-24T12:48:12Z,【专题合集】顾问收入与成长经验合集,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672992820247,screened +43673007313559,2026-09-22T13:59:32Z,2026-09-24T12:48:34Z,【专题合集】Value Factor,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673007313559,screened +43672990651671,2026-09-22T13:59:18Z,2026-09-24T12:48:57Z,【专题合集】成长经历与经验交流,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672990651671,screened +43673003345431,2026-09-22T13:59:03Z,2026-09-24T12:49:15Z,【专题合集】数据存储、日志与本地分析,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673003345431,screened +43673002037271,2026-09-22T13:58:49Z,2026-09-24T12:49:45Z,【专题合集】稳健性、过拟合与风险,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43673002037271,screened +43672949099543,2026-09-22T13:57:34Z,2026-09-24T12:50:21Z,【专题合集】Python Alpha 方法与实践,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672949099543,screened +43672913244055,2026-09-22T13:57:19Z,2026-09-24T13:24:20Z,【专题合集】PnL、OS 与组合绩效复盘,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672913244055,screened +43672896610327,2026-09-22T13:57:05Z,2026-09-23T10:28:11Z,【专题合集】其他比赛与历届资料,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672896610327,screened +43672895643159,2026-09-22T13:56:51Z,2026-09-24T11:44:48Z,【专题合集】Osmosis 分配与策略,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672895643159,screened +43672894596759,2026-09-22T13:56:37Z,2026-09-24T11:45:17Z,【专题合集】限时 AI 福利与资源优惠,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672894596759,screened +43672893547159,2026-09-22T13:56:22Z,2026-09-24T11:45:42Z,【专题合集】研究方法与实验设计,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672893547159,screened +43672897463447,2026-09-22T13:54:40Z,2026-09-24T11:46:13Z,【专题合集】价量、动量与交易行为,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672897463447,screened +43672866800151,2026-09-22T13:54:25Z,2026-09-24T11:46:47Z,【专题合集】基本面、财报与估值,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672866800151,screened +43672872732823,2026-09-22T13:54:11Z,2026-09-24T11:47:12Z,【专题合集】数据推荐与数据集探索 | 2/2 | 2023-12-26 - 2024-12-12,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672872732823,screened +43672864698391,2026-09-22T13:53:58Z,2026-09-24T11:47:39Z,【专题合集】数据推荐与数据集探索 | 1/2 | 2025-03-29 - 2026-07-24,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672864698391,screened +43672842233239,2026-09-22T13:53:42Z,2026-09-24T11:48:00Z,【专题合集】相关性、聚类与差异化,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672842233239,screened +43672811809431,2026-09-22T13:53:28Z,2026-09-24T11:48:20Z,【专题合集】批量模拟、提交与任务调度 | 2/2 | 2024-10-31 - 2025-06-25,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672811809431,screened +43672789503511,2026-09-22T13:52:04Z,2026-09-24T11:48:41Z,【专题合集】批量模拟、提交与任务调度 | 1/2 | 2025-07-09 - 2026-09-07,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672789503511,screened +43672777220119,2026-09-22T13:51:49Z,2026-09-24T11:49:02Z,【专题合集】API 认证、限流与故障排查,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672777220119,screened +43672753788183,2026-09-22T13:51:36Z,2026-09-24T11:49:26Z,【专题合集】自动研究与多 Agent 工作流 | 2/2 | 2024-12-03 - 2025-12-27,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672753788183,screened +43672797640727,2026-09-22T13:51:23Z,2026-09-24T11:49:45Z,【专题合集】自动研究与多 Agent 工作流 | 1/2 | 2026-01-07 - 2026-09-20,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672797640727,screened +43672751791255,2026-09-22T13:51:08Z,2026-09-24T11:50:17Z,【专题合集】Agent、Skills、MCP 与提示词,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672751791255,screened +43672750687255,2026-09-22T13:50:54Z,2026-09-24T11:50:48Z,【专题合集】安装、模型接入与运行环境 | 2/2 | 2024-12-07 - 2025-12-26,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672750687255,screened +43672692989079,2026-09-22T13:49:20Z,2026-09-24T11:51:05Z,【专题合集】安装、模型接入与运行环境 | 1/2 | 2026-01-12 - 2026-09-22,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43672692989079,screened +43671209737367,2026-09-22T12:56:41Z,2026-09-22T14:10:32Z,【工具合集】浏览器插件与界面工具：28 篇社区帖分类索引,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43671209737367,screened +43668758984983,2026-09-22T10:36:54Z,2026-09-24T06:23:49Z,[Alpha Idea] 从近期论文里挖出的 18 个 Alpha 创意：做空行为、供应链情绪、会计质量与方法论更新,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43668758984983,screened +43668003395479,2026-09-22T09:19:16Z,2026-09-24T06:23:50Z,【Alpha Idea】港股高拥挤度破局：基于做空筹码枯竭与基本面预期的正交架构实践,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43668003395479,screened +43667663050135,2026-09-22T08:40:21Z,2026-09-24T16:52:02Z,[顾问专属中文论坛]一次Python alpha优化让我第一次触摸到了RA天花板--60刀,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43667663050135,screened +43664934643735,2026-09-22T03:23:41Z,2026-09-24T15:16:29Z,又一个可白嫖的国内AI大模型【星辰智能体】,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43664934643735,screened +43664812749207,2026-09-22T03:11:13Z,2026-09-24T21:47:32Z,vf从0.94跌到0.16，我的一点经验教训,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43664812749207,screened +43664586269847,2026-09-22T02:54:49Z,2026-09-24T21:47:32Z,免费AI系列: 阿里百炼：多类模型各送 共计100 万token!,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43664586269847,screened +43664218254615,2026-09-22T02:21:25Z,2026-09-24T11:54:03Z,【工具分享】Codex 额度烧光就收工？BrainMCP 接上网页版，继续薅回测效率的羊毛！,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43664218254615,screened +43661220835351,2026-09-21T22:56:51Z,2026-09-24T21:45:49Z,对Cluster Alpha的研究,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43661220835351,screened +43657620679319,2026-09-21T20:59:59Z,2026-09-24T22:15:22Z,[Comprehensive Alpha Can Do] wqb_cli 0.6.1：给 AI 手脚让研究走出工作流,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43657620679319,screened +43645596166935,2026-09-21T15:00:56Z,2026-09-24T11:55:09Z,VF0.76也能拿到不低的base，下限低但上限不低,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43645596166935,screened +43645075850263,2026-09-21T14:45:14Z,2026-09-24T12:58:58Z,Triple Win！vf/combine/PAC猛猛提升,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43645075850263,screened +43640747372695,2026-09-21T12:18:07Z,2026-09-24T21:44:47Z,"【Python Alpha】复现""傅里叶变换""帖子时我挖出的 4 个坑（附修正版代码）",engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43640747372695,curated +43640156579479,2026-09-21T11:50:24Z,2026-09-24T11:56:43Z,【AI大模型】OpenCode接入商汤科技模型SenseNova 6.8 Flash-Lite（主要是免费好用）,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43640156579479,screened +43638422558103,2026-09-21T09:21:08Z,2026-09-24T16:48:45Z,别用随机切分验证Alpha：一套可落地的时间前推与冻结流程,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43638422558103,curated +43638016864663,2026-09-21T08:38:43Z,2026-09-24T22:15:13Z,快速理解Quick Mode vs. Full Mode,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43638016864663,screened +43635948798103,2026-09-21T04:18:38Z,2026-09-24T16:46:41Z,vf0.16 到vf0.9 2🔪到60🔪我的来时路,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43635948798103,screened +43635186227095,2026-09-21T02:51:44Z,2026-09-24T08:16:17Z,[ARC2026] 区域无关 Alpha 挖掘 Skill（附可安装源码）,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43635186227095,screened +43634114924311,2026-09-21T01:04:56Z,2026-09-24T16:44:48Z,Trae CN / WorkBuddy 每日签到自动化脚本,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43634114924311,screened +43627819012247,2026-09-20T16:10:12Z,2026-09-24T16:53:36Z,基元律动API接入trae问题解决,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43627819012247,screened +43624468771863,2026-09-20T10:58:19Z,2026-09-24T16:56:04Z,"【Alpha Idea】谁在砸盘，砸完就反弹：KOR 投资者「卖/买比」一周峰值反转因子（Sharpe 2.43，16 组消融 + 一次""提交后才发现 decay 30 更好""的翻车）",ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43624468771863,screened +43624302417559,2026-09-20T10:25:00Z,2026-09-24T16:55:24Z,"【Alpha Idea】Sharpe 6.24 的 GLB alpha，怎么从 prod 0.79 压到 0.68？拥挤 ML 字段的""换参照系""双桶法（15 条消融实测）",optimization,https://support.worldquantbrain.com/hc/en-us/community/posts/43624302417559,curated +43624312881943,2026-09-20T10:23:41Z,2026-09-24T16:55:24Z,"【Alpha Idea】同一个排序，方差版能提交、标准差版被拦：ASI 借券费率""突然变贵""因子，顺便解剖 robust 闸门那个 0.9 的秘密",optimization,https://support.worldquantbrain.com/hc/en-us/community/posts/43624312881943,curated +43623479962007,2026-09-20T08:15:22Z,2026-09-24T13:29:02Z,关于如何用多 Agent 管理 BRAIN Alpha 工作流研究第一期（本研究内容一共分为三期）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43623479962007,curated +43622938025623,2026-09-20T06:35:44Z,2026-09-24T06:24:50Z,【免费AI系列】阶跃星辰 Step Plan 最高 75 天免费，附接入 Claude Code / OpenAI SDK 姿势,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43622938025623,screened +43621508774423,2026-09-20T03:16:17Z,2026-09-24T06:24:51Z,【薅羊毛】注册stepfun，即可领免费 plus 会员！！,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43621508774423,screened +43620895448343,2026-09-20T02:07:32Z,2026-09-24T02:56:53Z,"【Alpha Idea】财报电话会的""情绪概率差""——EUR 市场的事件情绪因子与""低相关性""设计",ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43620895448343,curated +43609422558231,2026-09-19T10:43:59Z,2026-09-24T06:24:52Z,【工作流分享】从库存作废到 6 周 49 个提交：我现在的 AI WorldQuant流程,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43609422558231,screened +43608665762839,2026-09-19T08:55:04Z,2026-09-24T22:06:05Z,【Alpha Idea】共同权益占总资产稳定性在亚洲(ASI)低波动市场的因子化尝试,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43608665762839,screened +43592107256215,2026-09-18T16:19:48Z,2026-09-24T15:59:10Z,【Alpha Idea · 长文】从 0.47 到 2.18：一个 GLB 内部人卖压信号的完整研究记录——四次证伪、一次诊断和一次掩码,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43592107256215,screened +43589077012759,2026-09-18T14:43:36Z,2026-09-24T16:29:24Z,如何提高 Value Factor：让新 Alpha 真正增加组合价值,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43589077012759,curated +43579731096983,2026-09-18T02:40:22Z,2026-09-24T16:29:34Z,Community Score 是怎么算的？这个季度还有3种方式帮你涨分！,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43579731096983,screened +43562519639063,2026-09-17T14:51:09Z,2026-09-24T08:18:57Z,被大部分顾问忽略了的基本设置 - NanHandling到底设置成ON还是OFF,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43562519639063,curated +43561782887575,2026-09-17T14:27:01Z,2026-09-24T16:29:39Z,如何提高 Base Payment：交满配额、每天行动与常见误区,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43561782887575,curated +43556223197335,2026-09-17T09:44:58Z,2026-09-24T15:24:43Z,0配置注册就能用！免费大模型 DeepSeek V4.1 Flash ，GLM 5.3 Flash,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43556223197335,screened +43554011933847,2026-09-17T05:33:43Z,2026-09-24T16:48:46Z,WorkBuddy体验「腾讯轻量云」专家：免费领取1个月轻量应用服务器,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43554011933847,screened +43541109631895,2026-09-16T18:05:26Z,2026-09-24T16:52:56Z,【Alpha Idea】从「搜索量」到「新闻密度」：把一篇注意力反转论文迁移成可复用的 alpha 模板,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43541109631895,curated +43540418549527,2026-09-16T17:44:56Z,2026-09-24T21:45:50Z,【经验分享】伪灵根天崩开局，负Combine如何逆袭GM？（下篇）,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43540418549527,curated +43540397996311,2026-09-16T17:44:30Z,2026-09-24T21:45:49Z,【经验分享】伪灵根天崩开局，负Combine如何逆袭GM？（上篇）,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43540397996311,curated +43536370604567,2026-09-16T15:50:20Z,2026-09-24T21:43:44Z,同源信号做差，PC 一定会降——但这不等于你做出了新东西,optimization,https://support.worldquantbrain.com/hc/en-us/community/posts/43536370604567,curated +43534263049239,2026-09-16T14:44:06Z,2026-09-24T16:46:04Z,【Alpha Idea】同源披露节奏差：insider × institution 残差对冲的周频化思路,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43534263049239,screened +43534262443287,2026-09-16T14:43:59Z,2026-09-24T16:46:04Z,ARC2026 冲刺清单：把存量 OS 变成 RA 候选的三轮筛选流水线,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43534262443287,screened +43532701388183,2026-09-16T13:52:41Z,2026-09-24T22:04:47Z,value factor 0.89 也能日入100刀+的分享,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43532701388183,curated +43529892515095,2026-09-16T12:01:08Z,2026-09-24T21:43:45Z,【白嫖】deepseek全系列，GLM全系列等等大模型token。,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43529892515095,screened +43529216017047,2026-09-16T11:16:16Z,2026-09-24T22:15:18Z,【Alpha Idea】价值动量分位与高相关度新闻的 AMR 因子化尝试,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43529216017047,screened +43529198653719,2026-09-16T11:15:35Z,2026-09-24T16:38:46Z,从 Theme 到 Osmosis：如何用好 Multiplier，提高每日收入,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43529198653719,curated +43528084664599,2026-09-16T09:30:08Z,2026-09-25T00:41:28Z,别让 streak 断在一个你没想到的地方,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43528084664599,screened +43527457608087,2026-09-16T08:21:50Z,2026-09-24T15:15:52Z,一阶、二阶，你真的用熟练了吗？——聊聊字段挖掘、ts_backfill 和 winsorize,data,https://support.worldquantbrain.com/hc/en-us/community/posts/43527457608087,screened +43527309427863,2026-09-16T08:02:21Z,2026-09-22T16:30:29Z,招聘：BRAIN Researcher（北京/上海）,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43527309427863,screened +43524498271895,2026-09-16T02:43:02Z,2026-09-24T22:15:13Z,【Alpha Idea】analyst10数据集 - 分析师预期差异构建alpha信号,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43524498271895,curated +43524503109655,2026-09-16T02:42:26Z,2026-09-23T07:30:07Z,【代码分享】 OS Alpha 批量重跑 Region-Agnostic：两个脚本筛出 ARC2026 候选（附完整代码）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43524503109655,curated +43517957340567,2026-09-15T20:46:17Z,2026-09-24T08:49:34Z,我的 Pi 扩展生态：4 个扩展 + 1 个桌面端,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43517957340567,screened +43508107778711,2026-09-15T15:48:52Z,2026-09-22T16:30:31Z,【Alpha Idea】彩票偏好与MAX效应：把一篇JFE经典论文搬进BRAIN的完整复现,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43508107778711,curated +43502970330647,2026-09-15T13:07:27Z,2026-09-24T21:45:20Z,马斯克五步工作法对构建 Alpha 的启发,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43502970330647,screened +43501264459799,2026-09-15T11:56:58Z,2026-09-23T12:47:01Z,【Alpha Idea】关于同源信号与噪声对冲,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43501264459799,curated +43500671638551,2026-09-15T11:16:50Z,2026-09-23T14:47:31Z,【Alpha Idea】别再说GLB不好跑了！周频量价分位概率信号的运营效率正交化在全球市场的因子化尝试,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43500671638551,curated +43499065604247,2026-09-15T08:52:19Z,2026-09-24T16:57:00Z,10个超级高效好用的ARC/GLB模板，再不刷就没有了/(ㄒoㄒ)/~~,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43499065604247,screened +43498120902807,2026-09-15T07:00:06Z,2026-09-22T19:26:14Z,【9月主题活动】：参与 ARC2026比赛，满足条件可获得100积分,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43498120902807,curated +43477475833623,2026-09-14T15:19:47Z,2026-09-22T14:22:12Z,WorkBuddy 国际版限时薅羊毛 — DeepSeek-V4.1-Flash 免费两周,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43477475833623,screened +43468563068055,2026-09-14T07:40:32Z,2026-09-24T11:33:56Z,RAC 一键回测OS alpha代码,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43468563068055,screened +43467733543319,2026-09-14T06:01:13Z,2026-09-23T15:54:29Z,grill-engineering：用 grill-me 拆解量化工具需求，让 Codex 自动开发、验收和修复,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43467733543319,screened +43456876189975,2026-09-13T13:36:55Z,2026-09-24T15:15:30Z,薅羊毛 免费使用deepseek v4 flash 0731,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43456876189975,screened +43438866840343,2026-09-12T07:17:13Z,2026-09-24T22:08:52Z,【复盘】OS Comb：6 月 3.3+ → 7 月 3.5+（8 月尚未更新）,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43438866840343,curated +43412659932439,2026-09-11T08:31:39Z,2026-09-24T06:25:56Z,华为云免费领每日1000万Token,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43412659932439,screened +43411841446423,2026-09-11T06:53:58Z,2026-09-24T22:13:23Z,【限时羊毛】商汤新AI平台新人福利：0.99元月卡得35万积分+20元无门槛代金券！,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43411841446423,screened +43411029872407,2026-09-11T05:10:41Z,2026-09-24T21:46:11Z,【大羊毛】白嫖 2 周 DeepSeek V4.1 Flash！,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43411029872407,screened +43410200668823,2026-09-11T03:37:00Z,2026-09-24T16:53:19Z,Region Agnostic Alpha 全解析 + 老Alpha重跑ARC候选脚本 + ARC2026参赛攻略,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43410200668823,curated +43392142641175,2026-09-10T15:11:04Z,2026-09-24T06:25:58Z,分享个 ZCode 手机远程挖Alpha的玩法+【限时薅羊毛】GLM-5.3-Flash 每晚免费挖 alpha，9 月 20 号截止！,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43392142641175,screened +43387710095895,2026-09-10T12:45:53Z,2026-09-24T06:25:59Z,限时免费GLM-5.3 活动分享,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43387710095895,screened +43383826751127,2026-09-10T08:06:07Z,2026-09-24T15:42:35Z,【差生文具多】WQAPP 1.04版本(添加回测和六维排名功能),engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43383826751127,screened +43367979867031,2026-09-09T17:45:47Z,2026-09-24T08:50:28Z,vf涨啦！！！开心开心开心,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43367979867031,screened +43322749748503,2026-09-08T06:39:02Z,2026-09-24T22:16:15Z,【Alpha Idea】招聘变化与业务扩张：hiring_trends 在 USA 市场的因子化尝试,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43322749748503,screened +43322521365143,2026-09-08T06:16:19Z,2026-09-23T05:31:27Z,【Region-Agnostic】一键批量将所有OS Regular Alpha 重跑为 ALL/D1 的脚本,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43322521365143,curated +43322480595991,2026-09-08T06:04:54Z,2026-09-24T08:51:18Z,【SPC实战】SPC 提交 API 抓包与全自动化：告别表单手填（附完整代码）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43322480595991,curated +43320471694999,2026-09-08T02:27:17Z,2026-09-24T04:38:00Z,05-AI精选合集：创建一个具有BRAIN全部知识、金融博士、计算机博士的免费助手,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43320471694999,curated +43320365312023,2026-09-08T02:20:53Z,2026-09-22T14:16:06Z,新顾问福利：Grand Master 1v1 Advisory 答疑辅导,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43320365312023,curated +43319751480599,2026-09-08T01:23:57Z,2026-09-24T16:52:52Z,【Alpha Idea】期权价格行业残差动量：opt1 在 IND 市场的因子化尝试,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43319751480599,screened +43319649278359,2026-09-08T01:16:05Z,2026-09-22T23:39:09Z,严正公告：严禁将 BRAIN 平台内容发布至第三方平台,general,https://support.worldquantbrain.com/hc/en-us/community/posts/43319649278359,curated +43309848501783,2026-09-07T15:47:18Z,2026-09-24T22:06:01Z,【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,events,https://support.worldquantbrain.com/hc/en-us/community/posts/43309848501783,curated +43308165478935,2026-09-07T14:23:14Z,2026-09-24T22:06:01Z,【Alpha Idea】当两套“行业分类”开始吵架：用另类聚类标签的时序协方差，在 JPN 做一个 2.8% 换手的 Cluster Alpha,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43308165478935,curated +43308135033111,2026-09-07T14:18:36Z,2026-09-25T00:20:49Z,[Osmosis 思路]✨烂alpha也能有好组合！借鉴诺贝尔经济学奖得主的思路，提升 Osmosis 的究极秘诀！,optimization,https://support.worldquantbrain.com/hc/en-us/community/posts/43308135033111,screened +43307320610583,2026-09-07T13:40:35Z,2026-09-23T14:47:28Z,【Alpha Idea】投资者注意力因子的尝试（Sharpe 0.37→3.08，fitness0.21→2.38）,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43307320610583,screened +43300341649687,2026-09-07T03:00:55Z,2026-09-24T18:25:06Z,【开箱即用】用本地 PnL 自相关聚类，把 Prod-Correlation 的接口调用量砍掉一大截,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43300341649687,curated +43299585796247,2026-09-07T01:40:19Z,2026-09-24T15:15:42Z,【效率工具】ALphaSubmitter — 本地 WebUI 批量提交 Alpha 自动化工具（智能限流重试 + AI 自动写描述）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43299585796247,curated +43287990820375,2026-09-06T08:22:50Z,2026-09-22T14:16:08Z,【 Python Alpha 挑战赛】：工作流分享和从 21 个已提交OS的 Alpha 中归纳的夺冠经验,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43287990820375,metadata_only +43284541539991,2026-09-06T01:00:12Z,2026-09-24T16:45:38Z,【游戏王】OSMOSIS工具：一键跟踪Powepool,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43284541539991,screened +43275430227863,2026-09-05T14:16:33Z,2026-09-23T04:04:14Z,新人前期开荒过程,lessons,https://support.worldquantbrain.com/hc/en-us/community/posts/43275430227863,screened +43273417454487,2026-09-05T11:44:06Z,2026-09-24T08:43:49Z,"无脑用ts_backfill不是一个好主意，详解如何根据数据类型选用ts_backfill、group_backfill与to_nan(x, value=0, reverse=true)",guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43273417454487,curated +43272775937047,2026-09-05T10:32:30Z,2026-09-22T07:17:52Z,【SPC】全自动工作流skill,guides,https://support.worldquantbrain.com/hc/en-us/community/posts/43272775937047,screened +43271399618839,2026-09-05T07:20:02Z,2026-09-22T07:20:41Z,base记录,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43271399618839,screened +43269155035799,2026-09-05T02:52:22Z,2026-09-22T14:15:00Z,【电子鸡蛋】免费AI站点（公益站）分享,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43269155035799,curated +43250301270295,2026-09-04T14:15:44Z,2026-09-24T15:42:36Z,【Alpha Idea】分析师盈利预期修正广度：盈利动能的横截面代理,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43250301270295,screened +43250330872855,2026-09-04T14:15:42Z,2026-09-24T15:42:36Z,【Alpha Idea】数据更新频率/陈旧度：信息传播速度的横截面信号,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43250330872855,screened +43215932433175,2026-09-03T13:15:40Z,2026-09-18T08:44:43Z,先薅为敬：AMD 官方免费大模型 API，10 分钟从注册到调通,ai,https://support.worldquantbrain.com/hc/en-us/community/posts/43215932433175,screened +43211291823511,2026-09-03T07:40:26Z,2026-09-24T22:14:32Z,【Alpha Idea】双字段 Sentiment：四个地区的组合方法与实现,ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43211291823511,screened +43208281917591,2026-09-03T02:27:56Z,2026-09-24T17:00:46Z,03-【进阶学习】Super Alpha 每日获得额外1-60USD，来此学习,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43208281917591,retrieved_not_deep_reviewed +43181411147287,2026-09-02T10:44:26Z,2026-09-24T02:56:51Z,【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,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43181411147287,curated +43179860065303,2026-09-02T08:17:04Z,2026-09-24T16:49:25Z,"【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",alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43179860065303,curated +43179521660823,2026-09-02T07:35:26Z,2026-09-24T16:56:44Z,"【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",alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43179521660823,curated +43179259800471,2026-09-02T07:12:12Z,2026-09-22T17:26:49Z,02-【进阶学习】API优化、模版、自制数据、wqb、本地自相关检测等进阶合集,alpha-idea;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43179259800471,retrieved_not_deep_reviewed +43178926004887,2026-09-02T06:35:19Z,2026-09-24T16:55:25Z,"【Alpha Idea】内部人""动了多少仓位""比""动了多少钱""更重要 —— DEU 市场内部人信念强度因子（含一次""不是调参的 tail""）",ideas,https://support.worldquantbrain.com/hc/en-us/community/posts/43178926004887,curated +43151729306647,2026-09-01T13:11:24Z,2026-09-22T16:22:52Z,【Alpha Idea】机构持仓变化与拥挤反转：institutions18 在 GLB 市场的因子化尝试,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/43151729306647,curated +43147371557015,2026-09-01T08:24:29Z,2026-09-24T08:09:35Z,【9月主题活动】Alpha Idea and Implementation 征文活动 —— 展现你的研究实力！,alpha-idea;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43147371557015,curated +43087031637527,2026-08-29T05:39:26Z,2026-09-22T16:19:25Z,【免费AI工具使用】之 ZCode 桌面版 【3亿token 免费】GLM5.3模型,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43087031637527,retrieved_not_deep_reviewed +43085454784535,2026-08-29T02:21:57Z,2026-09-22T16:15:24Z,本地check ppc的完整方法及代码，助你GLB PPA开发一臂之力,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43085454784535,retrieved_not_deep_reviewed +43067045830679,2026-08-28T14:10:52Z,2026-09-24T21:43:45Z,分享一下ZCode送3亿GLM‑5.3‑Flash 模型 token活动。,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/43067045830679,retrieved_not_deep_reviewed +43058251853847,2026-08-28T02:23:03Z,2026-09-24T22:16:16Z,获取 WorldQuant 每天剩余回测次数、已回测次数,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847,retrieved_not_deep_reviewed +43031577079575,2026-08-27T08:00:38Z,2026-09-23T15:12:40Z,新人顾问心得，尝试通过Robust测试（一边修改一边写帖子）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/43031577079575,retrieved_not_deep_reviewed +43031425132823,2026-08-27T07:41:24Z,2026-09-24T15:42:38Z,和AI学点手搓小知识-vec操作符解析,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823,retrieved_not_deep_reviewed +43030071187479,2026-08-27T02:21:08Z,2026-09-25T00:44:19Z,01-【新人必读】新顾问入门指南！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479,retrieved_not_deep_reviewed +43006316208151,2026-08-26T12:39:42Z,2026-09-24T21:43:46Z,【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,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43006316208151,retrieved_not_deep_reviewed +43002825233687,2026-08-26T08:04:33Z,2026-09-23T08:55:30Z,🌟 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),portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687,curated +42981290349463,2026-08-25T14:24:44Z,2026-09-24T16:45:32Z,一个skill让AI不再混信号,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463,retrieved_not_deep_reviewed +42975079714839,2026-08-25T08:53:50Z,2026-09-24T21:46:22Z,免费体验 MiniMax‑M3！GMI Cloud 限时 14 天无限制调用福利,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42975079714839,retrieved_not_deep_reviewed +42972530812183,2026-08-25T03:58:37Z,2026-09-23T12:38:18Z,Region Agnostic Alpha (RAA) 详解 — 新手入门指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183,retrieved_not_deep_reviewed +42955680180247,2026-08-24T16:05:41Z,2026-09-24T21:43:46Z,【SPC实战】信号衰减5-7天：数据源“时效性”比“全面性”更重要,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42955680180247,curated +42945861800983,2026-08-24T09:08:41Z,2026-09-23T13:24:47Z,【🐉龙虎榜·卷四】季度奖揭榜，VF 为纲——谁人乘龙，谁人执印？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42945861800983,retrieved_not_deep_reviewed 42943436447127,2026-08-24T04:09:19Z,2026-09-12T03:38:14Z,【测试】相对文件名路径验证帖,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42943436447127,retrieved_not_deep_reviewed -42801904467607,2026-08-18T07:14:53Z,2026-09-17T03:50:15Z,[AI工具]让AI打工人使用免费的deepseek(freebuff反向代理),ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42801904467607,retrieved_not_deep_reviewed -42775887653399,2026-08-17T13:07:37Z,2026-09-17T03:50:21Z,"Combined Alpha Performance 连续四季爬升，本季度突破 2.0：一条""从负数到2""的实证轨迹",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42775887653399,retrieved_not_deep_reviewed -42774450536343,2026-08-17T12:12:11Z,2026-09-17T03:50:25Z,【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）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42774450536343,retrieved_not_deep_reviewed -42772611660823,2026-08-17T10:05:06Z,2026-09-17T03:50:59Z,【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,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42772611660823,retrieved_not_deep_reviewed -42771962021143,2026-08-17T08:55:07Z,2026-09-17T03:51:04Z,【AI 挖 Alpha】晒晒自己最近 AI 挖 Alpha 用了多少 Token 吧！,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42771962021143,retrieved_not_deep_reviewed -42757091114647,2026-08-16T07:52:17Z,2026-09-17T03:51:33Z,免费使用DeepSeek V4 Pro,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647,retrieved_not_deep_reviewed -42756641286295,2026-08-16T06:34:33Z,2026-09-17T03:52:02Z,base记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295,retrieved_not_deep_reviewed -42756136847639,2026-08-16T05:11:27Z,2026-09-17T07:51:33Z,AI打工人适配Opencode go套餐,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42756136847639,retrieved_not_deep_reviewed -42743732814999,2026-08-15T11:17:48Z,2026-09-17T09:23:41Z,Claude Code Router 和quantflow不兼容的解决办法,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999,retrieved_not_deep_reviewed -42740521405463,2026-08-15T04:01:48Z,2026-09-17T09:27:09Z,【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）】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42740521405463,retrieved_not_deep_reviewed -42738237663639,2026-08-15T00:37:15Z,2026-09-17T09:27:14Z,Claude Code 第三方模型使用搜索的利器——EXA,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639,retrieved_not_deep_reviewed -42721824181271,2026-08-14T14:28:28Z,2026-09-17T07:58:23Z,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）,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42721824181271,curated -42720875852439,2026-08-14T13:56:37Z,2026-09-17T08:00:24Z,【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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42720875852439,retrieved_not_deep_reviewed -42714622464407,2026-08-14T06:16:44Z,2026-09-16T18:08:21Z,CNHKMCP QuantFlow 提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407,retrieved_not_deep_reviewed -42691768951447,2026-08-13T14:10:35Z,2026-09-17T08:01:37Z,CLIProxyAPI桌面版，搭配opencode-go，实现与QuantFlow的配合,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42691768951447,retrieved_not_deep_reviewed -42686571665303,2026-08-13T09:20:16Z,2026-09-15T17:21:18Z,【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alpha,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303,retrieved_not_deep_reviewed -42662873714711,2026-08-12T13:39:07Z,2026-09-17T08:04:30Z,AI模板库分享,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711,retrieved_not_deep_reviewed -42587179348119,2026-08-09T13:34:48Z,2026-09-17T12:32:31Z,GBR/DEU新地区不出货？多图解析新地区Alpha首周全球提交现况,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42587179348119,retrieved_not_deep_reviewed -42585946296855,2026-08-09T11:25:38Z,2026-09-17T08:08:54Z,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,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42585946296855,retrieved_not_deep_reviewed -42549574041367,2026-08-07T15:11:16Z,2026-09-17T08:11:01Z,普通 Alpha 到顶级 Alpha 的优化执行手册,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367,retrieved_not_deep_reviewed -42519002511767,2026-08-06T13:40:05Z,2026-09-17T08:12:32Z,【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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767,curated -42513832186263,2026-08-06T08:10:32Z,2026-09-17T08:14:16Z,【7月新顾问分享】从“用户阶段好用”到“顾问阶段跑通”,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42513832186263,retrieved_not_deep_reviewed -42513455206423,2026-08-06T07:24:54Z,2026-09-17T08:16:47Z,【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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42513455206423,curated -42509573118999,2026-08-06T01:10:42Z,2026-09-17T08:19:47Z,"AI: GLB analyst16 -- 从""潜力 Alpha""到""成功 Alpha""：一次成功挖掘regular alpha的复盘",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42509573118999,retrieved_not_deep_reviewed -42487308197783,2026-08-05T12:29:10Z,2026-09-17T08:22:09Z,TRAE 自动化定时任务 + 电脑控制：让 AI的Alpha 优化永不卡死，全程零人工盯屏,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42487308197783,retrieved_not_deep_reviewed -42460800447895,2026-08-04T14:16:29Z,2026-09-17T12:02:54Z,关于华子哥插件显示数据集表现的方法,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42460800447895,retrieved_not_deep_reviewed -42455010729367,2026-08-04T09:08:28Z,2026-09-17T08:24:18Z,【经验分享】省钱！！Context 与 Token 极致瘦身的 3 大技巧,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42455010729367,retrieved_not_deep_reviewed -42425230653719,2026-08-03T11:12:47Z,2026-09-17T08:25:17Z,【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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42425230653719,retrieved_not_deep_reviewed -42423993843735,2026-08-03T09:16:29Z,2026-09-17T08:28:51Z,【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,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42423993843735,retrieved_not_deep_reviewed -42423399281815,2026-08-03T08:06:20Z,2026-09-17T08:30:20Z,【经验分享】：弱推理模型提示词工程思路,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42423399281815,retrieved_not_deep_reviewed -42407253630359,2026-08-02T06:45:01Z,2026-09-17T08:33:23Z,【Tie breaker criteria篇】一文告诉你如何GOLD直通Grandmaster！（下篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42407253630359,retrieved_not_deep_reviewed -42406158561943,2026-08-02T04:01:39Z,2026-09-17T08:36:08Z,【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decision,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943,curated -42403326870423,2026-08-01T23:06:55Z,2026-09-17T08:38:03Z,【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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42403326870423,retrieved_not_deep_reviewed -42359440646551,2026-07-31T02:03:08Z,2026-09-17T08:42:45Z,"使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PC",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551,retrieved_not_deep_reviewed -42304810788375,2026-07-29T07:28:45Z,2026-09-17T08:45:31Z,【Quant101】工具开源：FastPlus —— 大模型友好的本地 Fast Expression 解析器,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42304810788375,retrieved_not_deep_reviewed -42304698341399,2026-07-29T07:08:46Z,2026-09-17T08:47:53Z,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！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42304698341399,retrieved_not_deep_reviewed -42302637812503,2026-07-29T03:17:49Z,2026-09-17T23:10:37Z,📢 BRAIN 中国区意见与建议留言墙,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503,retrieved_not_deep_reviewed -42302363145879,2026-07-29T03:00:25Z,2026-09-17T08:49:45Z,【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？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42302363145879,retrieved_not_deep_reviewed -42274443124119,2026-07-28T04:37:43Z,2026-09-17T08:51:22Z,【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）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42274443124119,curated -42259186135831,2026-07-27T17:54:46Z,2026-09-16T18:15:06Z,【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？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42259186135831,retrieved_not_deep_reviewed -42258807786391,2026-07-27T17:43:50Z,2026-09-16T18:15:28Z,【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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42258807786391,retrieved_not_deep_reviewed -42216209199255,2026-07-25T09:32:43Z,2026-09-13T04:33:08Z,【经验分享】Comb-3+靠 os Comb 从Gold到Master的一些总结,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42216209199255,retrieved_not_deep_reviewed -42215740602135,2026-07-25T08:45:29Z,2026-09-13T04:34:24Z,快给你们的帖子化妆吧！一套实测可用的 HTML 排版组件,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42215740602135,retrieved_not_deep_reviewed -42215210781719,2026-07-25T07:43:59Z,2026-09-17T05:06:16Z,成为 Grandmaster 后，我复盘了 Q2 的 224 个 Alpha：相比过去，哪些真的改变了？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42215210781719,retrieved_not_deep_reviewed -42211897526295,2026-07-25T02:29:49Z,2026-09-13T15:52:12Z,【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,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42211897526295,retrieved_not_deep_reviewed -42187906212247,2026-07-24T08:28:52Z,2026-09-13T04:36:05Z,冷门数据集分享【earnings】,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247,curated -42187744015767,2026-07-24T08:12:51Z,2026-09-13T13:56:22Z,使用rank_by_side改善2year_sharpe/ladder_sharpe,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767,retrieved_not_deep_reviewed -42185098677399,2026-07-24T02:58:26Z,2026-09-16T12:46:50Z,分享自己写的超多功能的客户端(效率神器),other,https://support.worldquantbrain.com/hc/en-us/community/posts/42185098677399,retrieved_not_deep_reviewed -42184733027991,2026-07-24T02:18:40Z,2026-09-13T04:40:18Z,浅谈我的一二三阶开发流程----记7.23日新人答疑课,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42184733027991,curated -42161798745879,2026-07-23T09:22:01Z,2026-09-16T14:56:54Z,从新手到GM顾问：我的Alpha挖掘系统化方法论分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42161798745879,retrieved_not_deep_reviewed -42160945573271,2026-07-23T07:42:15Z,2026-09-13T04:42:58Z,用Python alpha 剔除/保留特定国家/行业进行回测的初步尝试,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42160945573271,retrieved_not_deep_reviewed -42160836246039,2026-07-23T07:26:46Z,2026-09-16T16:01:23Z,GOLD→MASTER→GM，VF0.96，我的11月至6月总结。,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42160836246039,retrieved_not_deep_reviewed -42160653418647,2026-07-23T07:06:37Z,2026-09-13T04:45:09Z,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),alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42160653418647,retrieved_not_deep_reviewed -42078917602455,2026-07-20T10:08:29Z,2026-09-17T12:14:42Z,【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPA,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455,retrieved_not_deep_reviewed -42078729821591,2026-07-20T09:49:27Z,2026-09-16T15:58:10Z,【字段处理】nan 不是一种：断粮型该填、真缺型别填（GLB/MINVOL1M & IND/TOP500/D1）,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42078729821591,retrieved_not_deep_reviewed -42065802192023,2026-07-19T12:27:25Z,2026-09-17T11:54:21Z,[Token王] 2026Q2 全球六维数据分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023,retrieved_not_deep_reviewed -42065262268567,2026-07-19T11:29:39Z,2026-09-16T15:58:11Z,【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）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42065262268567,retrieved_not_deep_reviewed -42064574062359,2026-07-19T10:02:02Z,2026-09-13T05:02:10Z,最近跑 alpha 后沉淀的几个少踩坑经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42064574062359,retrieved_not_deep_reviewed -42064544905495,2026-07-19T09:53:45Z,2026-09-13T05:02:11Z,最近跑 alpha 后沉淀的几个少踩坑经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42064544905495,retrieved_not_deep_reviewed -42062231758103,2026-07-19T03:51:11Z,2026-09-10T06:52:45Z,【GLB】冷门数据集分享,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103,retrieved_not_deep_reviewed -42061123738903,2026-07-19T01:29:50Z,2026-09-06T06:42:28Z,Python alpha官方webinar视频代码补档：ACO + Online alphas,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42061123738903,retrieved_not_deep_reviewed -42060935441943,2026-07-19T01:05:26Z,2026-09-06T06:42:28Z,官方webinar不分享源代码？用skill一键完整提取视频中的代码,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42060935441943,retrieved_not_deep_reviewed -42047259261335,2026-07-18T04:01:02Z,2026-09-16T15:58:13Z,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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42047259261335,curated -42045578950551,2026-07-18T01:16:32Z,2026-09-15T12:31:30Z,【经验分享】从Gold到Master：一个普通顾问的升级之路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42045578950551,retrieved_not_deep_reviewed -42044407938839,2026-07-17T23:55:28Z,2026-09-13T05:06:36Z,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,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42044407938839,retrieved_not_deep_reviewed -42029118285847,2026-07-17T14:49:02Z,2026-09-16T15:58:13Z,rank / zscore / group_rank 别乱用：中性化前这一步，决定你 OS 稳不稳,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42029118285847,retrieved_not_deep_reviewed -42022555985047,2026-07-17T08:57:03Z,2026-09-10T15:03:11Z,【SPC宝可梦】收集多位投资大师Promot,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047,retrieved_not_deep_reviewed -42021722069143,2026-07-17T07:32:26Z,2026-09-17T12:05:08Z,【工具优化】回测页面中Alpha详情的跳转按钮没了？插件来实现！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42021722069143,retrieved_not_deep_reviewed -42021244122775,2026-07-17T06:37:04Z,2026-09-16T12:16:13Z,SPC 竞赛 Prompt 生成完整指南,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775,retrieved_not_deep_reviewed -42020342676759,2026-07-17T04:56:47Z,2026-09-17T08:04:38Z,【代码分享】免费获取SPC比赛所需ID数据,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42020342676759,retrieved_not_deep_reviewed -42019924663319,2026-07-17T04:09:47Z,2026-09-13T05:08:13Z,这次升级，让我非常的意外！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42019924663319,retrieved_not_deep_reviewed -42019332809111,2026-07-17T03:11:51Z,2026-09-14T05:10:16Z,【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,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42019332809111,retrieved_not_deep_reviewed -42019010387479,2026-07-17T02:43:30Z,2026-09-14T14:29:15Z,"【踩坑记录】Python Alpha 开发中容易触发的 5 个""隐藏规则""",other,https://support.worldquantbrain.com/hc/en-us/community/posts/42019010387479,retrieved_not_deep_reviewed -42018671130391,2026-07-17T02:14:19Z,2026-09-14T11:48:44Z,【经验分享】Alpha 过拟合的早期信号与应对策略,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42018671130391,retrieved_not_deep_reviewed -42015743397655,2026-07-16T23:02:32Z,2026-09-14T05:10:08Z,Prompt 竞赛指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42015743397655,retrieved_not_deep_reviewed -42007074836247,2026-07-16T17:36:24Z,2026-09-17T13:25:18Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42007074836247,retrieved_not_deep_reviewed -41995684431767,2026-07-16T09:16:12Z,2026-09-16T15:58:14Z,Python alpha 里 np.nan_to_num 填 0 是在造伪信号：缺失值这么补才不坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41995684431767,retrieved_not_deep_reviewed -41995369186455,2026-07-16T08:39:40Z,2026-09-14T05:10:44Z,SPC 2026 Competition API 文档,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41995369186455,retrieved_not_deep_reviewed -41994809192215,2026-07-16T07:30:01Z,2026-09-14T05:10:58Z,【代码分享】用 Python 批量提交 SPC Prompt,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41994809192215,retrieved_not_deep_reviewed -41993968062743,2026-07-16T05:45:29Z,2026-09-14T05:11:08Z,从GM掉E，鼠鼠做错了哪些事情,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41993968062743,retrieved_not_deep_reviewed -41992899715607,2026-07-16T03:37:04Z,2026-09-14T05:10:59Z,SPC 平台是怎么处理你的 Prompt 的 —— 从提交到出 PnL 的个人理解,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41992899715607,retrieved_not_deep_reviewed -41974186627351,2026-07-15T14:28:21Z,2026-09-16T15:58:15Z,别盲目全region遍历：同一个字段在USA/IND/GLB覆盖差太多，裸concat直接变size beta,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41974186627351,retrieved_not_deep_reviewed -41949669579031,2026-07-14T16:29:48Z,2026-09-14T05:12:50Z,【经验分享】alpha提交脚本，解决最近遇到的提交429问题,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41949669579031,retrieved_not_deep_reviewed -41939959839895,2026-07-14T09:52:26Z,2026-09-16T15:58:16Z,"trade_when真不是装饰：把""只在某类行情里灵""的脆弱信号，用条件收住",other,https://support.worldquantbrain.com/hc/en-us/community/posts/41939959839895,retrieved_not_deep_reviewed -41937689411479,2026-07-14T05:39:35Z,2026-09-14T05:13:06Z,【GLB/D1 PPAC复盘】第一次拿到PPAC第24名的复盘,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41937689411479,retrieved_not_deep_reviewed -41909117583383,2026-07-13T07:41:26Z,2026-09-16T16:07:35Z,【差生文具多】WQ助手1.03版本(安卓版本),other,https://support.worldquantbrain.com/hc/en-us/community/posts/41909117583383,retrieved_not_deep_reviewed -41908323673111,2026-07-13T06:19:18Z,2026-09-16T15:58:17Z,字段堆越多alpha越牛？我替你们试过了，真不是这么回事,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111,retrieved_not_deep_reviewed -41903649174807,2026-07-12T22:22:13Z,2026-09-14T05:15:50Z,【新人笔记】Pairwise Correlation：提交前先想清楚提交顺序,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41903649174807,retrieved_not_deep_reviewed -41898564566167,2026-07-12T15:18:27Z,2026-09-15T00:48:52Z,新人半年一个季度一次跳跃：gold->expert->master,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167,retrieved_not_deep_reviewed -41898002651287,2026-07-12T14:31:29Z,2026-09-15T07:50:38Z,【经验分享】VF0.37->0.95->0.97！我的方法论和工作流都在这了,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41898002651287,retrieved_not_deep_reviewed -41897133795479,2026-07-12T13:05:00Z,2026-09-16T15:58:17Z,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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41897133795479,retrieved_not_deep_reviewed -41895342323095,2026-07-12T09:23:12Z,2026-09-15T07:52:56Z,【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）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41895342323095,retrieved_not_deep_reviewed -41881412101399,2026-07-11T11:29:02Z,2026-09-16T15:58:18Z,【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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41881412101399,retrieved_not_deep_reviewed -41880799695127,2026-07-11T10:14:17Z,2026-09-15T16:57:44Z,[代码优化]ProdMemo v2.0：在浏览器本地计算 Self Corr,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41880799695127,retrieved_not_deep_reviewed -41878175264663,2026-07-11T04:13:48Z,2026-09-15T00:54:44Z,【python alpha】IND区域 Python Alpha 优化经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41878175264663,retrieved_not_deep_reviewed -41877985926423,2026-07-11T03:58:23Z,2026-09-16T16:01:24Z,token太贵怎么办， GLM-5.2 免费了,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41877985926423,retrieved_not_deep_reviewed -41877348653335,2026-07-11T02:49:35Z,2026-09-10T06:51:48Z,【经验分享】SUPER Alpha 组合表达式（Combination）的多时间尺度融合 — combo_a 与风险调整权重,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41877348653335,retrieved_not_deep_reviewed -41860731598487,2026-07-10T15:11:51Z,2026-09-15T07:55:08Z,[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,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41860731598487,retrieved_not_deep_reviewed -41856507417623,2026-07-10T12:39:26Z,2026-09-16T18:15:28Z,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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41856507417623,curated -41854026316055,2026-07-10T09:39:49Z,2026-09-16T15:58:46Z,【验证纪律】同一表达式跨 universe 跑：region regime 错配导致的指标分裂,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41854026316055,retrieved_not_deep_reviewed -41853221944727,2026-07-10T08:07:46Z,2026-09-15T07:55:30Z,【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？,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41853221944727,retrieved_not_deep_reviewed -41849925214231,2026-07-10T02:03:06Z,2026-09-13T14:22:33Z,降低【turnover】的几种方法对比分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231,retrieved_not_deep_reviewed -41843067537431,2026-07-09T20:57:11Z,2026-09-14T05:10:32Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41843067537431,retrieved_not_deep_reviewed -41830530812823,2026-07-09T14:35:37Z,2026-09-15T07:55:50Z,新手顾问Combined Selected Alpha Performance第一次更新冲上5.1,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41830530812823,retrieved_not_deep_reviewed -41825836449047,2026-07-09T11:08:53Z,2026-09-08T13:50:21Z,【大角羊】一分钟掌握参加SPC 2026要点！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047,retrieved_not_deep_reviewed -41804720051607,2026-07-08T15:47:44Z,2026-09-16T06:32:50Z,cnhkmcp 使用时经常需要重启和使用create_multi_simulation超时的问题,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41804720051607,retrieved_not_deep_reviewed -41801462727191,2026-07-08T14:19:05Z,2026-09-10T06:50:51Z,【SPC 2026】一文看懂 Systematic Prediction Challenge，写提示词就能参加！,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41801462727191,curated -41796491619351,2026-07-08T10:32:54Z,2026-09-16T14:43:57Z,多图解析GLB最新3x High Turnover Theme国区提交现况,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41796491619351,retrieved_not_deep_reviewed -41771840601495,2026-07-07T14:25:07Z,2026-09-17T02:01:48Z,【Super Alpha Combo 灵感】分享几个有意思的 Combo 表达式：获得更多三五！,alpha-idea;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41771840601495,retrieved_not_deep_reviewed -41735891987479,2026-07-06T09:42:06Z,2026-09-16T15:58:47Z,废因子的二次利用：用低 Sharpe 稳定信号做自定义中性化,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41735891987479,retrieved_not_deep_reviewed -41734005749399,2026-07-06T06:03:18Z,2026-09-16T06:33:11Z,USA/D1 Power Pool July'26 — PPA六种中性化方式实测对比,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41734005749399,retrieved_not_deep_reviewed -41732813691287,2026-07-06T03:30:04Z,2026-09-13T05:07:55Z,【经验分享】MEA地区高级算子探索篇：ts_entropy,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41732813691287,retrieved_not_deep_reviewed -41719890581911,2026-07-05T04:44:58Z,2026-09-14T05:13:06Z,【代码优化】代码提交ppa和sa时调用AI自动/手动写描述,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41719890581911,retrieved_not_deep_reviewed -41707021146263,2026-07-04T09:22:13Z,2026-09-16T06:33:27Z,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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41707021146263,retrieved_not_deep_reviewed -41706827651991,2026-07-04T08:53:46Z,2026-09-17T11:24:50Z,[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,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41706827651991,curated -41692781472919,2026-07-03T16:09:22Z,2026-09-16T18:11:16Z,[26年7月打卡活动] 坚持提交 Alpha，最高赢取 300 积分！兑换BRAIN周边与token,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919,retrieved_not_deep_reviewed -41684771561751,2026-07-03T09:43:59Z,2026-09-16T06:33:46Z,【心得分享】从入门到进阶——Alpha 优化全攻略,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41684771561751,retrieved_not_deep_reviewed -41684251807639,2026-07-03T08:53:42Z,2026-09-16T06:34:03Z,【实用工具】WorldQuant BRAIN Super Alpha 多地区生成器 复制可用 支持own和not own,ai-mining;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41684251807639,retrieved_not_deep_reviewed -41684104419095,2026-07-03T08:34:18Z,2026-09-16T06:34:14Z,教训贴 - 学而时习之。,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41684104419095,retrieved_not_deep_reviewed -41655567026967,2026-07-02T09:07:02Z,2026-09-12T06:19:03Z,fast2python关于复现fast op分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41655567026967,retrieved_not_deep_reviewed -41655387004439,2026-07-02T08:52:32Z,2026-09-16T15:55:30Z,WorldQuant BRAIN MCP 工具频繁崩溃？一行代码修复连接断开的坑,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41655387004439,retrieved_not_deep_reviewed -41654205318807,2026-07-02T06:32:45Z,2026-09-17T12:04:59Z,求助帖---华子哥的插件如何查看数据集的表现,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41654205318807,retrieved_not_deep_reviewed +42801904467607,2026-08-18T07:14:53Z,2026-09-24T16:56:51Z,[AI工具]让AI打工人使用免费的deepseek(freebuff反向代理),ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42801904467607,retrieved_not_deep_reviewed +42775887653399,2026-08-17T13:07:37Z,2026-09-24T21:44:30Z,"Combined Alpha Performance 连续四季爬升，本季度突破 2.0：一条""从负数到2""的实证轨迹",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42775887653399,retrieved_not_deep_reviewed +42774450536343,2026-08-17T12:12:11Z,2026-09-23T14:52:05Z,【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）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42774450536343,retrieved_not_deep_reviewed +42772611660823,2026-08-17T10:05:06Z,2026-09-24T16:45:33Z,【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,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42772611660823,retrieved_not_deep_reviewed +42771962021143,2026-08-17T08:55:07Z,2026-09-24T22:07:32Z,【AI 挖 Alpha】晒晒自己最近 AI 挖 Alpha 用了多少 Token 吧！,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42771962021143,retrieved_not_deep_reviewed +42757091114647,2026-08-16T07:52:17Z,2026-09-24T21:45:21Z,免费使用DeepSeek V4 Pro,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647,retrieved_not_deep_reviewed +42756641286295,2026-08-16T06:34:33Z,2026-09-23T13:24:48Z,base记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295,retrieved_not_deep_reviewed +42756136847639,2026-08-16T05:11:27Z,2026-09-23T13:24:47Z,AI打工人适配Opencode go套餐,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42756136847639,retrieved_not_deep_reviewed +42743732814999,2026-08-15T11:17:48Z,2026-09-23T13:24:47Z,Claude Code Router 和quantflow不兼容的解决办法,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999,retrieved_not_deep_reviewed +42740521405463,2026-08-15T04:01:48Z,2026-09-23T05:31:17Z,【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）】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42740521405463,retrieved_not_deep_reviewed +42738237663639,2026-08-15T00:37:15Z,2026-09-22T15:58:48Z,Claude Code 第三方模型使用搜索的利器——EXA,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639,retrieved_not_deep_reviewed +42721824181271,2026-08-14T14:28:28Z,2026-09-22T14:36:50Z,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）,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42721824181271,curated +42720875852439,2026-08-14T13:56:37Z,2026-09-24T15:15:27Z,【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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42720875852439,retrieved_not_deep_reviewed +42714622464407,2026-08-14T06:16:44Z,2026-09-24T04:38:10Z,CNHKMCP QuantFlow 提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407,retrieved_not_deep_reviewed +42691768951447,2026-08-13T14:10:35Z,2026-09-22T14:16:15Z,CLIProxyAPI桌面版，搭配opencode-go，实现与QuantFlow的配合,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42691768951447,retrieved_not_deep_reviewed +42686571665303,2026-08-13T09:20:16Z,2026-09-24T22:15:26Z,【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alpha,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303,retrieved_not_deep_reviewed +42662873714711,2026-08-12T13:39:07Z,2026-09-24T01:30:01Z,AI模板库分享,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711,retrieved_not_deep_reviewed +42587179348119,2026-08-09T13:34:48Z,2026-09-24T16:56:18Z,GBR/DEU新地区不出货？多图解析新地区Alpha首周全球提交现况,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42587179348119,retrieved_not_deep_reviewed +42585946296855,2026-08-09T11:25:38Z,2026-09-23T13:24:43Z,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,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42585946296855,retrieved_not_deep_reviewed +42549574041367,2026-08-07T15:11:16Z,2026-09-23T13:24:42Z,普通 Alpha 到顶级 Alpha 的优化执行手册,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367,retrieved_not_deep_reviewed +42519002511767,2026-08-06T13:40:05Z,2026-09-24T16:54:32Z,【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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767,curated +42513832186263,2026-08-06T08:10:32Z,2026-09-22T14:16:16Z,【7月新顾问分享】从“用户阶段好用”到“顾问阶段跑通”,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42513832186263,retrieved_not_deep_reviewed +42513455206423,2026-08-06T07:24:54Z,2026-09-22T15:42:12Z,【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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42513455206423,curated +42509573118999,2026-08-06T01:10:42Z,2026-09-24T16:57:42Z,"AI: GLB analyst16 -- 从""潜力 Alpha""到""成功 Alpha""：一次成功挖掘regular alpha的复盘",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42509573118999,retrieved_not_deep_reviewed +42487308197783,2026-08-05T12:29:10Z,2026-09-24T16:49:26Z,TRAE 自动化定时任务 + 电脑控制：让 AI的Alpha 优化永不卡死，全程零人工盯屏,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42487308197783,retrieved_not_deep_reviewed +42460800447895,2026-08-04T14:16:29Z,2026-09-22T13:47:04Z,关于华子哥插件显示数据集表现的方法,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42460800447895,retrieved_not_deep_reviewed +42455010729367,2026-08-04T09:08:28Z,2026-09-23T11:59:52Z,【经验分享】省钱！！Context 与 Token 极致瘦身的 3 大技巧,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42455010729367,retrieved_not_deep_reviewed +42425230653719,2026-08-03T11:12:47Z,2026-09-24T07:44:10Z,【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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42425230653719,retrieved_not_deep_reviewed +42423993843735,2026-08-03T09:16:29Z,2026-09-24T16:54:54Z,【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,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42423993843735,retrieved_not_deep_reviewed +42423399281815,2026-08-03T08:06:20Z,2026-09-23T07:40:06Z,【经验分享】：弱推理模型提示词工程思路,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42423399281815,retrieved_not_deep_reviewed +42407253630359,2026-08-02T06:45:01Z,2026-09-24T22:14:32Z,【Tie breaker criteria篇】一文告诉你如何GOLD直通Grandmaster！（下篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42407253630359,retrieved_not_deep_reviewed +42406158561943,2026-08-02T04:01:39Z,2026-09-22T15:42:11Z,【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decision,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943,curated +42403326870423,2026-08-01T23:06:55Z,2026-09-22T15:25:46Z,【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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42403326870423,retrieved_not_deep_reviewed +42359440646551,2026-07-31T02:03:08Z,2026-09-24T22:15:14Z,"使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PC",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551,retrieved_not_deep_reviewed +42304810788375,2026-07-29T07:28:45Z,2026-09-22T15:25:45Z,【Quant101】工具开源：FastPlus —— 大模型友好的本地 Fast Expression 解析器,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42304810788375,retrieved_not_deep_reviewed +42304698341399,2026-07-29T07:08:46Z,2026-09-22T15:25:44Z,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！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42304698341399,retrieved_not_deep_reviewed +42302637812503,2026-07-29T03:17:49Z,2026-09-24T16:53:03Z,📢 BRAIN 中国区意见与建议留言墙,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503,retrieved_not_deep_reviewed +42302363145879,2026-07-29T03:00:25Z,2026-09-23T05:31:18Z,【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？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42302363145879,retrieved_not_deep_reviewed +42274443124119,2026-07-28T04:37:43Z,2026-09-24T16:55:25Z,【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）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/42274443124119,curated +42259186135831,2026-07-27T17:54:46Z,2026-09-24T16:49:28Z,【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？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42259186135831,retrieved_not_deep_reviewed +42258807786391,2026-07-27T17:43:50Z,2026-09-24T16:49:29Z,【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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42258807786391,retrieved_not_deep_reviewed +42216209199255,2026-07-25T09:32:43Z,2026-09-24T16:48:06Z,【经验分享】Comb-3+靠 os Comb 从Gold到Master的一些总结,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42216209199255,retrieved_not_deep_reviewed +42215740602135,2026-07-25T08:45:29Z,2026-09-23T11:55:09Z,快给你们的帖子化妆吧！一套实测可用的 HTML 排版组件,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42215740602135,retrieved_not_deep_reviewed +42215210781719,2026-07-25T07:43:59Z,2026-09-24T11:02:20Z,成为 Grandmaster 后，我复盘了 Q2 的 224 个 Alpha：相比过去，哪些真的改变了？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42215210781719,retrieved_not_deep_reviewed +42211897526295,2026-07-25T02:29:49Z,2026-09-24T16:46:06Z,【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,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42211897526295,retrieved_not_deep_reviewed +42187906212247,2026-07-24T08:28:52Z,2026-09-22T14:15:01Z,冷门数据集分享【earnings】,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247,curated +42187744015767,2026-07-24T08:12:51Z,2026-09-24T22:06:05Z,使用rank_by_side改善2year_sharpe/ladder_sharpe,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767,retrieved_not_deep_reviewed +42185098677399,2026-07-24T02:58:26Z,2026-09-24T11:34:13Z,分享自己写的超多功能的客户端(效率神器),other,https://support.worldquantbrain.com/hc/en-us/community/posts/42185098677399,retrieved_not_deep_reviewed +42184733027991,2026-07-24T02:18:40Z,2026-09-22T15:24:49Z,浅谈我的一二三阶开发流程----记7.23日新人答疑课,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42184733027991,curated +42161798745879,2026-07-23T09:22:01Z,2026-09-24T22:11:14Z,从新手到GM顾问：我的Alpha挖掘系统化方法论分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42161798745879,retrieved_not_deep_reviewed +42160945573271,2026-07-23T07:42:15Z,2026-09-24T16:56:19Z,用Python alpha 剔除/保留特定国家/行业进行回测的初步尝试,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42160945573271,retrieved_not_deep_reviewed +42160836246039,2026-07-23T07:26:46Z,2026-09-24T21:45:13Z,GOLD→MASTER→GM，VF0.96，我的11月至6月总结。,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/42160836246039,retrieved_not_deep_reviewed +42160653418647,2026-07-23T07:06:37Z,2026-09-24T16:56:20Z,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),alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42160653418647,retrieved_not_deep_reviewed +42078917602455,2026-07-20T10:08:29Z,2026-09-22T15:24:41Z,【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPA,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455,retrieved_not_deep_reviewed +42078729821591,2026-07-20T09:49:27Z,2026-09-24T21:43:47Z,【字段处理】nan 不是一种：断粮型该填、真缺型别填（GLB/MINVOL1M & IND/TOP500/D1）,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42078729821591,retrieved_not_deep_reviewed +42065802192023,2026-07-19T12:27:25Z,2026-09-22T15:24:44Z,[Token王] 2026Q2 全球六维数据分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023,retrieved_not_deep_reviewed +42065262268567,2026-07-19T11:29:39Z,2026-09-24T21:43:47Z,【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）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42065262268567,retrieved_not_deep_reviewed +42064574062359,2026-07-19T10:02:02Z,2026-09-24T16:48:47Z,最近跑 alpha 后沉淀的几个少踩坑经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42064574062359,retrieved_not_deep_reviewed +42064544905495,2026-07-19T09:53:45Z,2026-09-24T16:48:47Z,最近跑 alpha 后沉淀的几个少踩坑经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42064544905495,retrieved_not_deep_reviewed +42062231758103,2026-07-19T03:51:11Z,2026-09-22T15:25:58Z,【GLB】冷门数据集分享,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103,retrieved_not_deep_reviewed +42061123738903,2026-07-19T01:29:50Z,2026-09-24T16:56:21Z,Python alpha官方webinar视频代码补档：ACO + Online alphas,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42061123738903,retrieved_not_deep_reviewed +42060935441943,2026-07-19T01:05:26Z,2026-09-24T16:56:21Z,官方webinar不分享源代码？用skill一键完整提取视频中的代码,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42060935441943,retrieved_not_deep_reviewed +42047259261335,2026-07-18T04:01:02Z,2026-09-24T21:43:47Z,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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42047259261335,curated +42045578950551,2026-07-18T01:16:32Z,2026-09-24T16:52:54Z,【经验分享】从Gold到Master：一个普通顾问的升级之路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42045578950551,retrieved_not_deep_reviewed +42044407938839,2026-07-17T23:55:28Z,2026-09-22T15:24:35Z,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,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42044407938839,retrieved_not_deep_reviewed +42029118285847,2026-07-17T14:49:02Z,2026-09-24T21:43:48Z,rank / zscore / group_rank 别乱用：中性化前这一步，决定你 OS 稳不稳,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42029118285847,retrieved_not_deep_reviewed +42022555985047,2026-07-17T08:57:03Z,2026-09-23T05:36:00Z,【SPC宝可梦】收集多位投资大师Promot,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047,retrieved_not_deep_reviewed +42021722069143,2026-07-17T07:32:26Z,2026-09-24T21:46:11Z,【工具优化】回测页面中Alpha详情的跳转按钮没了？插件来实现！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/42021722069143,retrieved_not_deep_reviewed +42021244122775,2026-07-17T06:37:04Z,2026-09-22T13:50:14Z,SPC 竞赛 Prompt 生成完整指南,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775,retrieved_not_deep_reviewed +42020342676759,2026-07-17T04:56:47Z,2026-09-24T16:48:59Z,【代码分享】免费获取SPC比赛所需ID数据,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42020342676759,retrieved_not_deep_reviewed +42019924663319,2026-07-17T04:09:47Z,2026-09-22T13:39:48Z,这次升级，让我非常的意外！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42019924663319,retrieved_not_deep_reviewed +42019332809111,2026-07-17T03:11:51Z,2026-09-24T15:16:42Z,【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,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42019332809111,retrieved_not_deep_reviewed +42019010387479,2026-07-17T02:43:30Z,2026-09-24T16:46:07Z,"【踩坑记录】Python Alpha 开发中容易触发的 5 个""隐藏规则""",other,https://support.worldquantbrain.com/hc/en-us/community/posts/42019010387479,retrieved_not_deep_reviewed +42018671130391,2026-07-17T02:14:19Z,2026-09-24T16:46:08Z,【经验分享】Alpha 过拟合的早期信号与应对策略,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42018671130391,retrieved_not_deep_reviewed +42015743397655,2026-07-16T23:02:32Z,2026-09-22T13:39:46Z,Prompt 竞赛指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/42015743397655,retrieved_not_deep_reviewed +42007074836247,2026-07-16T17:36:24Z,2026-09-22T13:39:44Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/42007074836247,retrieved_not_deep_reviewed +41995684431767,2026-07-16T09:16:12Z,2026-09-24T21:43:48Z,Python alpha 里 np.nan_to_num 填 0 是在造伪信号：缺失值这么补才不坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41995684431767,retrieved_not_deep_reviewed +41995369186455,2026-07-16T08:39:40Z,2026-09-22T13:39:42Z,SPC 2026 Competition API 文档,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41995369186455,retrieved_not_deep_reviewed +41994809192215,2026-07-16T07:30:01Z,2026-09-24T22:13:24Z,【代码分享】用 Python 批量提交 SPC Prompt,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41994809192215,retrieved_not_deep_reviewed +41993968062743,2026-07-16T05:45:29Z,2026-09-24T22:07:22Z,从GM掉E，鼠鼠做错了哪些事情,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41993968062743,retrieved_not_deep_reviewed +41992899715607,2026-07-16T03:37:04Z,2026-09-24T22:13:24Z,SPC 平台是怎么处理你的 Prompt 的 —— 从提交到出 PnL 的个人理解,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41992899715607,retrieved_not_deep_reviewed +41974186627351,2026-07-15T14:28:21Z,2026-09-24T21:43:49Z,别盲目全region遍历：同一个字段在USA/IND/GLB覆盖差太多，裸concat直接变size beta,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41974186627351,retrieved_not_deep_reviewed +41949669579031,2026-07-14T16:29:48Z,2026-09-22T13:39:38Z,【经验分享】alpha提交脚本，解决最近遇到的提交429问题,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41949669579031,retrieved_not_deep_reviewed +41939959839895,2026-07-14T09:52:26Z,2026-09-24T21:43:49Z,"trade_when真不是装饰：把""只在某类行情里灵""的脆弱信号，用条件收住",other,https://support.worldquantbrain.com/hc/en-us/community/posts/41939959839895,retrieved_not_deep_reviewed +41937689411479,2026-07-14T05:39:35Z,2026-09-24T15:16:33Z,【GLB/D1 PPAC复盘】第一次拿到PPAC第24名的复盘,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41937689411479,retrieved_not_deep_reviewed +41909117583383,2026-07-13T07:41:26Z,2026-09-24T12:38:35Z,【差生文具多】WQ助手1.03版本(安卓版本),other,https://support.worldquantbrain.com/hc/en-us/community/posts/41909117583383,retrieved_not_deep_reviewed +41908323673111,2026-07-13T06:19:18Z,2026-09-24T21:43:49Z,字段堆越多alpha越牛？我替你们试过了，真不是这么回事,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111,retrieved_not_deep_reviewed +41903649174807,2026-07-12T22:22:13Z,2026-09-22T13:39:33Z,【新人笔记】Pairwise Correlation：提交前先想清楚提交顺序,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41903649174807,retrieved_not_deep_reviewed +41898564566167,2026-07-12T15:18:27Z,2026-09-24T16:45:33Z,新人半年一个季度一次跳跃：gold->expert->master,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167,retrieved_not_deep_reviewed +41898002651287,2026-07-12T14:31:29Z,2026-09-22T13:39:31Z,【经验分享】VF0.37->0.95->0.97！我的方法论和工作流都在这了,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41898002651287,retrieved_not_deep_reviewed +41897133795479,2026-07-12T13:05:00Z,2026-09-24T21:43:50Z,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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41897133795479,retrieved_not_deep_reviewed +41895342323095,2026-07-12T09:23:12Z,2026-09-22T13:39:30Z,【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）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41895342323095,retrieved_not_deep_reviewed +41881412101399,2026-07-11T11:29:02Z,2026-09-24T21:43:50Z,【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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41881412101399,retrieved_not_deep_reviewed +41880799695127,2026-07-11T10:14:17Z,2026-09-22T13:58:27Z,[代码优化]ProdMemo v2.0：在浏览器本地计算 Self Corr,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41880799695127,retrieved_not_deep_reviewed +41878175264663,2026-07-11T04:13:48Z,2026-09-23T14:47:29Z,【python alpha】IND区域 Python Alpha 优化经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41878175264663,retrieved_not_deep_reviewed +41877985926423,2026-07-11T03:58:23Z,2026-09-24T21:45:13Z,token太贵怎么办， GLM-5.2 免费了,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41877985926423,retrieved_not_deep_reviewed +41877348653335,2026-07-11T02:49:35Z,2026-09-24T16:46:09Z,【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,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41877348653335,retrieved_not_deep_reviewed +41860731598487,2026-07-10T15:11:51Z,2026-09-24T15:16:13Z,[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,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41860731598487,retrieved_not_deep_reviewed +41856507417623,2026-07-10T12:39:26Z,2026-09-24T16:49:31Z,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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41856507417623,curated +41854026316055,2026-07-10T09:39:49Z,2026-09-24T21:43:51Z,【验证纪律】同一表达式跨 universe 跑：region regime 错配导致的指标分裂,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41854026316055,retrieved_not_deep_reviewed +41853221944727,2026-07-10T08:07:46Z,2026-09-23T04:23:23Z,【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？,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41853221944727,retrieved_not_deep_reviewed +41849925214231,2026-07-10T02:03:06Z,2026-09-23T08:00:32Z,降低【turnover】的几种方法对比分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231,retrieved_not_deep_reviewed +41843067537431,2026-07-09T20:57:11Z,2026-09-18T05:00:39Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41843067537431,retrieved_not_deep_reviewed +41830530812823,2026-07-09T14:35:37Z,2026-09-24T14:48:27Z,新手顾问Combined Selected Alpha Performance第一次更新冲上5.1,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41830530812823,retrieved_not_deep_reviewed +41825836449047,2026-07-09T11:08:53Z,2026-09-23T05:31:18Z,【大角羊】一分钟掌握参加SPC 2026要点！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047,retrieved_not_deep_reviewed +41804720051607,2026-07-08T15:47:44Z,2026-09-22T13:33:25Z,cnhkmcp 使用时经常需要重启和使用create_multi_simulation超时的问题,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41804720051607,retrieved_not_deep_reviewed +41801462727191,2026-07-08T14:19:05Z,2026-09-23T05:30:34Z,【SPC 2026】一文看懂 Systematic Prediction Challenge，写提示词就能参加！,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41801462727191,curated +41796491619351,2026-07-08T10:32:54Z,2026-09-24T16:56:22Z,多图解析GLB最新3x High Turnover Theme国区提交现况,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41796491619351,retrieved_not_deep_reviewed +41771840601495,2026-07-07T14:25:07Z,2026-09-23T05:30:35Z,【Super Alpha Combo 灵感】分享几个有意思的 Combo 表达式：获得更多三五！,alpha-idea;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41771840601495,retrieved_not_deep_reviewed +41735891987479,2026-07-06T09:42:06Z,2026-09-24T21:43:51Z,废因子的二次利用：用低 Sharpe 稳定信号做自定义中性化,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41735891987479,retrieved_not_deep_reviewed +41734005749399,2026-07-06T06:03:18Z,2026-09-23T13:10:12Z,USA/D1 Power Pool July'26 — PPA六种中性化方式实测对比,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41734005749399,retrieved_not_deep_reviewed +41732813691287,2026-07-06T03:30:04Z,2026-09-24T16:49:00Z,【经验分享】MEA地区高级算子探索篇：ts_entropy,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41732813691287,retrieved_not_deep_reviewed +41719890581911,2026-07-05T04:44:58Z,2026-09-24T15:16:34Z,【代码优化】代码提交ppa和sa时调用AI自动/手动写描述,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41719890581911,retrieved_not_deep_reviewed +41707021146263,2026-07-04T09:22:13Z,2026-09-24T22:14:14Z,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,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41707021146263,retrieved_not_deep_reviewed +41706827651991,2026-07-04T08:53:46Z,2026-09-24T22:15:23Z,[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,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41706827651991,curated +41692781472919,2026-07-03T16:09:22Z,2026-09-23T13:24:50Z,[26年7月打卡活动] 坚持提交 Alpha，最高赢取 300 积分！兑换BRAIN周边与token,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919,retrieved_not_deep_reviewed +41684771561751,2026-07-03T09:43:59Z,2026-09-24T16:51:53Z,【心得分享】从入门到进阶——Alpha 优化全攻略,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41684771561751,retrieved_not_deep_reviewed +41684251807639,2026-07-03T08:53:42Z,2026-09-24T16:43:55Z,【实用工具】WorldQuant BRAIN Super Alpha 多地区生成器 复制可用 支持own和not own,ai-mining;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41684251807639,retrieved_not_deep_reviewed +41684104419095,2026-07-03T08:34:18Z,2026-09-22T13:33:28Z,教训贴 - 学而时习之。,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41684104419095,retrieved_not_deep_reviewed +41655567026967,2026-07-02T09:07:02Z,2026-09-24T11:34:14Z,fast2python关于复现fast op分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41655567026967,retrieved_not_deep_reviewed +41655387004439,2026-07-02T08:52:32Z,2026-09-24T21:42:35Z,WorldQuant BRAIN MCP 工具频繁崩溃？一行代码修复连接断开的坑,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41655387004439,retrieved_not_deep_reviewed +41654205318807,2026-07-02T06:32:45Z,2026-09-22T13:33:27Z,求助帖---华子哥的插件如何查看数据集的表现,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41654205318807,retrieved_not_deep_reviewed 41653035827223,2026-07-02T04:23:28Z,2026-09-16T06:38:29Z,[Python alpha]基于LLms 工作流的python alpha制作经验分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41653035827223,retrieved_not_deep_reviewed -41651283176855,2026-07-02T01:49:11Z,2026-09-16T06:43:13Z,Osmosis 分数自动分配脚本：OS优先、REGULAR/SUPER分池、自动补齐10个,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41651283176855,retrieved_not_deep_reviewed -41625344232343,2026-07-01T06:59:13Z,2026-09-13T05:07:55Z,【经验分享】MEA地区CONCENTRATED_WEIGHT 阻塞解决记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41625344232343,retrieved_not_deep_reviewed -41625263438999,2026-07-01T06:48:57Z,2026-09-15T07:55:30Z,【代码分享】一个小工具：新人往哪里挖因子,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41625263438999,retrieved_not_deep_reviewed +41651283176855,2026-07-02T01:49:11Z,2026-09-24T13:32:25Z,Osmosis 分数自动分配脚本：OS优先、REGULAR/SUPER分池、自动补齐10个,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41651283176855,retrieved_not_deep_reviewed +41625344232343,2026-07-01T06:59:13Z,2026-09-24T16:49:01Z,【经验分享】MEA地区CONCENTRATED_WEIGHT 阻塞解决记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41625344232343,retrieved_not_deep_reviewed +41625263438999,2026-07-01T06:48:57Z,2026-09-22T13:33:26Z,【代码分享】一个小工具：新人往哪里挖因子,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41625263438999,retrieved_not_deep_reviewed 41568235513623,2026-06-29T09:20:34Z,2026-07-21T07:25:31Z,每次实操都要留下可复用的东西，让错误和经验都变成资产,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41568235513623,retrieved_not_deep_reviewed -41567966789655,2026-06-29T08:54:54Z,2026-09-16T06:44:25Z,"新人坐牢3个月后vf从0.5=>0.86,稳中求进",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41567966789655,retrieved_not_deep_reviewed -41563959159319,2026-06-29T01:58:42Z,2026-09-12T23:47:24Z,【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！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41563959159319,retrieved_not_deep_reviewed -41556669366551,2026-06-28T15:20:46Z,2026-07-24T10:29:26Z,不懂就问，各位大神这个问题该怎么解决？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41556669366551,retrieved_not_deep_reviewed -41553665016983,2026-06-28T10:02:03Z,2026-09-10T06:52:44Z,HKG PV Alpha 优化心得：rank(winsorize)+ts_quantile+decay=0 三重组合拳,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41553665016983,retrieved_not_deep_reviewed -41552805539991,2026-06-28T07:29:20Z,2026-07-23T09:38:25Z,【经验分享】这样的alpha到底应不应该交？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41552805539991,retrieved_not_deep_reviewed -41551682155799,2026-06-28T04:41:20Z,2026-09-14T00:58:51Z,【Python Alpha 挑战赛】高换手率因子优化经验分享,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41551682155799,retrieved_not_deep_reviewed -41551045362071,2026-06-28T03:14:14Z,2026-09-17T06:44:56Z,【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,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41551045362071,retrieved_not_deep_reviewed +41567966789655,2026-06-29T08:54:54Z,2026-09-22T13:33:27Z,"新人坐牢3个月后vf从0.5=>0.86,稳中求进",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41567966789655,retrieved_not_deep_reviewed +41563959159319,2026-06-29T01:58:42Z,2026-09-22T10:46:50Z,【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！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41563959159319,retrieved_not_deep_reviewed +41556669366551,2026-06-28T15:20:46Z,2026-09-22T13:33:26Z,不懂就问，各位大神这个问题该怎么解决？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41556669366551,retrieved_not_deep_reviewed +41553665016983,2026-06-28T10:02:03Z,2026-09-22T13:33:27Z,HKG PV Alpha 优化心得：rank(winsorize)+ts_quantile+decay=0 三重组合拳,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41553665016983,retrieved_not_deep_reviewed +41552805539991,2026-06-28T07:29:20Z,2026-09-22T13:33:30Z,【经验分享】这样的alpha到底应不应该交？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41552805539991,retrieved_not_deep_reviewed +41551682155799,2026-06-28T04:41:20Z,2026-09-22T14:15:04Z,【Python Alpha 挑战赛】高换手率因子优化经验分享,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41551682155799,retrieved_not_deep_reviewed +41551045362071,2026-06-28T03:14:14Z,2026-09-22T13:33:28Z,【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,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41551045362071,retrieved_not_deep_reviewed 41550810962455,2026-06-28T02:51:55Z,2026-08-22T12:06:33Z,【经验分享】VF0.5-0.93-0.88-0.96-0.88-0.93，我交了什么样的Alpha？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41550810962455,retrieved_not_deep_reviewed -41550783184663,2026-06-28T02:44:23Z,2026-09-15T05:58:52Z,【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）,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41550783184663,retrieved_not_deep_reviewed -41540700959639,2026-06-27T12:41:58Z,2026-07-24T10:33:57Z,[Python Alpha 挑战赛] Monte Carlo GBM + 贝叶斯自适应：AI Agent 量化研究工作流实战,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41540700959639,retrieved_not_deep_reviewed +41550783184663,2026-06-28T02:44:23Z,2026-09-24T11:07:33Z,【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）,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41550783184663,retrieved_not_deep_reviewed +41540700959639,2026-06-27T12:41:58Z,2026-09-22T13:33:29Z,[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,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41540700959639,retrieved_not_deep_reviewed 41540545206679,2026-06-27T12:32:05Z,2026-09-17T06:46:39Z,【Quant101】基于FastExpr的高效PythonAlpha架构设计——From Fast to Python Skill,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41540545206679,retrieved_not_deep_reviewed -41510344038551,2026-06-26T09:58:11Z,2026-07-23T09:36:18Z,【osmosis】首次分配osmosis，入围「Osmosis 破浪挑战赛」启航组TOP20的一些总结,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41510344038551,retrieved_not_deep_reviewed +41510344038551,2026-06-26T09:58:11Z,2026-09-22T13:33:30Z,【osmosis】首次分配osmosis，入围「Osmosis 破浪挑战赛」启航组TOP20的一些总结,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41510344038551,retrieved_not_deep_reviewed 41509886803223,2026-06-26T09:19:30Z,2026-07-29T15:58:22Z,vf0.5-0.73-0.96（cb负数，一脸懵逼的上vf0.9？）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41509886803223,retrieved_not_deep_reviewed -41505626370711,2026-06-26T03:24:45Z,2026-07-16T08:04:29Z,【python alpha挑战赛】我的第一个python alpha,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41505626370711,retrieved_not_deep_reviewed -41485794329111,2026-06-25T15:53:28Z,2026-08-19T15:09:39Z,大模型量化研究通用提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41485794329111,retrieved_not_deep_reviewed -41477736120983,2026-06-25T10:46:37Z,2026-09-16T16:01:22Z,【经验分享】VF0.5 - 0.8- 0.7 - 0.96，我的 VF 过山车全复盘,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41477736120983,retrieved_not_deep_reviewed -41476771798039,2026-06-25T09:12:45Z,2026-09-16T16:06:09Z,OS comb从稳健提升到雪崩，我的一次教训。,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41476771798039,retrieved_not_deep_reviewed +41505626370711,2026-06-26T03:24:45Z,2026-09-20T01:31:29Z,【python alpha挑战赛】我的第一个python alpha,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41505626370711,retrieved_not_deep_reviewed +41485794329111,2026-06-25T15:53:28Z,2026-09-23T15:17:21Z,大模型量化研究通用提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41485794329111,retrieved_not_deep_reviewed +41477736120983,2026-06-25T10:46:37Z,2026-09-24T16:07:33Z,【经验分享】VF0.5 - 0.8- 0.7 - 0.96，我的 VF 过山车全复盘,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41477736120983,retrieved_not_deep_reviewed +41476771798039,2026-06-25T09:12:45Z,2026-09-24T21:47:33Z,OS comb从稳健提升到雪崩，我的一次教训。,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41476771798039,retrieved_not_deep_reviewed 41469699090071,2026-06-24T22:45:50Z,2026-09-16T05:13:36Z,我的AI工作流：从低谷到突破，AI成了我的研究搭档,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41469699090071,retrieved_not_deep_reviewed -41459028441623,2026-06-24T16:23:21Z,2026-09-17T13:37:46Z,[经验分享]Osmosis分配的三种思路,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41459028441623,retrieved_not_deep_reviewed +41459028441623,2026-06-24T16:23:21Z,2026-09-22T14:16:41Z,[经验分享]Osmosis分配的三种思路,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41459028441623,retrieved_not_deep_reviewed 41458691230615,2026-06-24T16:12:12Z,2026-07-11T04:22:07Z,MCP 实战中的三个效率瓶颈和我的绕行方案,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41458691230615,retrieved_not_deep_reviewed -41449260982423,2026-06-24T08:44:11Z,2026-09-17T08:13:09Z,【python alpha挑战赛】fast to python alpha skill,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423,retrieved_not_deep_reviewed +41449260982423,2026-06-24T08:44:11Z,2026-09-21T05:31:30Z,【python alpha挑战赛】fast to python alpha skill,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423,retrieved_not_deep_reviewed 41447270247703,2026-06-24T04:47:37Z,2026-08-06T02:05:48Z,【Python Alpha】trade_when 参数调优,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41447270247703,retrieved_not_deep_reviewed -41446358126743,2026-06-24T03:12:35Z,2026-07-24T10:27:04Z,[工具分享]还在用向日葵？试试这款远程工具吧，免费流畅！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41446358126743,retrieved_not_deep_reviewed +41446358126743,2026-06-24T03:12:35Z,2026-09-23T11:55:18Z,[工具分享]还在用向日葵？试试这款远程工具吧，免费流畅！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41446358126743,retrieved_not_deep_reviewed 41446189246743,2026-06-24T02:57:34Z,2026-08-24T11:56:35Z,[一键运行版]AI工作流里准确校验表达式,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41446189246743,retrieved_not_deep_reviewed 41430666584471,2026-06-23T16:06:52Z,2026-07-20T11:17:38Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41430666584471,retrieved_not_deep_reviewed 41430630302871,2026-06-23T16:04:11Z,2026-07-04T09:07:54Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41430630302871,retrieved_not_deep_reviewed -41428076834583,2026-06-23T14:48:40Z,2026-07-29T15:58:21Z,os rank全球第一对我的os combine的影响？以及如何通过os rank判断自己的oscombine的涨跌！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41428076834583,retrieved_not_deep_reviewed +41428076834583,2026-06-23T14:48:40Z,2026-09-22T00:28:02Z,os rank全球第一对我的os combine的影响？以及如何通过os rank判断自己的oscombine的涨跌！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41428076834583,retrieved_not_deep_reviewed 41421236450967,2026-06-23T08:42:05Z,2026-07-15T09:16:06Z,使用蒙特卡洛来实现python alpha代码,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41421236450967,retrieved_not_deep_reviewed -41421186876439,2026-06-23T08:36:36Z,2026-09-13T14:38:19Z,[Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439,retrieved_not_deep_reviewed -41420742165527,2026-06-23T07:51:08Z,2026-09-06T07:52:17Z,HKG sentiment (snl27/snt27) 三种 vec_sum 后处理路径实测对比,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41420742165527,retrieved_not_deep_reviewed +41421186876439,2026-06-23T08:36:36Z,2026-09-18T07:09:22Z,[Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439,retrieved_not_deep_reviewed +41420742165527,2026-06-23T07:51:08Z,2026-09-22T13:33:28Z,HKG sentiment (snl27/snt27) 三种 vec_sum 后处理路径实测对比,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41420742165527,retrieved_not_deep_reviewed 41418252156439,2026-06-23T02:58:03Z,2026-08-02T03:07:01Z,Python Alpha 数据预处理完全指南：从 Raw Data 到 Clean Signal 的五步法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41418252156439,retrieved_not_deep_reviewed -41418196103191,2026-06-23T02:51:58Z,2026-07-24T10:23:52Z,隐藏技巧: 批量用alpha_id查询alpha,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41418196103191,retrieved_not_deep_reviewed -41417418697111,2026-06-23T01:38:06Z,2026-09-14T00:58:52Z,利用AI优化alpha，成功提交的过程,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111,retrieved_not_deep_reviewed +41418196103191,2026-06-23T02:51:58Z,2026-09-22T13:33:29Z,隐藏技巧: 批量用alpha_id查询alpha,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41418196103191,retrieved_not_deep_reviewed +41417418697111,2026-06-23T01:38:06Z,2026-09-22T14:15:04Z,利用AI优化alpha，成功提交的过程,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111,retrieved_not_deep_reviewed 41409109779607,2026-06-22T19:19:08Z,2026-09-02T18:50:55Z,用 Codex + Claude Code 做 WorldQuant Alpha：一个简单实用的多 Agent 工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41409109779607,retrieved_not_deep_reviewed -41397704497303,2026-06-22T13:37:58Z,2026-07-24T06:26:13Z,【求助贴】关于Python生成Alpha表达式的方法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41397704497303,retrieved_not_deep_reviewed -41396933582231,2026-06-22T13:10:05Z,2026-07-23T09:57:14Z,【写给新顾问】这个因子值不值得提？3步帮你快速厘清！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41396933582231,retrieved_not_deep_reviewed -41392995550231,2026-06-22T08:51:19Z,2026-09-10T15:39:44Z,【AI提示词分享】给claude code加戒律的提示词，提高效率,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41392995550231,retrieved_not_deep_reviewed -41391880122007,2026-06-22T06:41:16Z,2026-07-23T09:43:07Z,最近一轮 Super Alpha 组件候选复盘：高 Fitness 不等于可提交,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41391880122007,retrieved_not_deep_reviewed +41397704497303,2026-06-22T13:37:58Z,2026-09-22T13:33:33Z,【求助贴】关于Python生成Alpha表达式的方法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41397704497303,retrieved_not_deep_reviewed +41396933582231,2026-06-22T13:10:05Z,2026-09-22T13:33:33Z,【写给新顾问】这个因子值不值得提？3步帮你快速厘清！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41396933582231,retrieved_not_deep_reviewed +41392995550231,2026-06-22T08:51:19Z,2026-09-22T13:33:32Z,【AI提示词分享】给claude code加戒律的提示词，提高效率,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41392995550231,retrieved_not_deep_reviewed +41391880122007,2026-06-22T06:41:16Z,2026-09-22T13:33:31Z,最近一轮 Super Alpha 组件候选复盘：高 Fitness 不等于可提交,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41391880122007,retrieved_not_deep_reviewed 41377679573143,2026-06-21T03:37:53Z,2026-08-30T17:48:14Z,节省网络获取pc的一点想法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41377679573143,retrieved_not_deep_reviewed 41377147135255,2026-06-21T02:19:06Z,2026-08-31T07:12:26Z,【大角羊】OSM Combine匀速提升：-3.20~-1.25~0.63~2.44,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41377147135255,retrieved_not_deep_reviewed -41363895396247,2026-06-20T03:57:49Z,2026-09-08T18:17:38Z,【代码分享】自动提交alpha脚本，睡前上班自动筛选、提交、语音播报，断粮保底神器【开箱即用】,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41363895396247,retrieved_not_deep_reviewed +41363895396247,2026-06-20T03:57:49Z,2026-09-22T14:08:36Z,【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】,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41363895396247,retrieved_not_deep_reviewed 41363885291031,2026-06-20T03:56:04Z,2026-09-09T04:05:23Z,想让 Claude 通宵挖 alpha、早上只看结果？我加了一层 simulation wrapper,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41363885291031,curated 41321765292567,2026-06-18T14:47:07Z,2026-09-13T06:55:42Z,[Python Alpha 挑战赛]使用蒙特卡洛来实现python alpha,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41321765292567,retrieved_not_deep_reviewed -41320039211671,2026-06-18T13:51:10Z,2026-08-23T08:33:41Z,Genius 六维 Tie breaker 实战手册（来自 AI 同事 GLM5.2）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41320039211671,retrieved_not_deep_reviewed -41318082888343,2026-06-18T12:35:57Z,2026-08-07T10:55:59Z,根据margin来管理PPA TAG,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41318082888343,retrieved_not_deep_reviewed +41320039211671,2026-06-18T13:51:10Z,2026-09-22T13:33:32Z,Genius 六维 Tie breaker 实战手册（来自 AI 同事 GLM5.2）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41320039211671,retrieved_not_deep_reviewed +41318082888343,2026-06-18T12:35:57Z,2026-09-22T13:35:10Z,根据margin来管理PPA TAG,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41318082888343,retrieved_not_deep_reviewed 41316959711895,2026-06-18T11:36:58Z,2026-08-28T07:32:10Z,筛选可优化RA进阶版,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41316959711895,retrieved_not_deep_reviewed -41292678360727,2026-06-17T14:06:03Z,2026-08-26T03:25:01Z,"频率感知的 Seed 构造 × CW 前置分层诊断 × 多 GEM 降相关：让自动化 Alpha 挖掘在""源头""而非""后处理""解决问题",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41292678360727,curated +41292678360727,2026-06-17T14:06:03Z,2026-09-22T00:24:24Z,"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",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41292678360727,curated 41284510093591,2026-06-17T04:16:04Z,2026-08-28T07:52:15Z,【Python Alpha】把alpha丢进傅里叶变换后指标真给整过去了,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41284510093591,retrieved_not_deep_reviewed -41284360565399,2026-06-17T04:02:12Z,2026-09-17T05:06:36Z,基于MCP + claude(codex)的全自动alpha挖掘系统:30分钟Regular alpha直出,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41284360565399,retrieved_not_deep_reviewed -41279111112855,2026-06-16T22:23:41Z,2026-09-07T20:49:02Z,CHN Python Alpha 踩坑实录：risk72 死磕 prod_corr 无果，换 virgin 数据集才过关,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41279111112855,retrieved_not_deep_reviewed +41284360565399,2026-06-17T04:02:12Z,2026-09-22T10:57:16Z,基于MCP + claude(codex)的全自动alpha挖掘系统:30分钟Regular alpha直出,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41284360565399,retrieved_not_deep_reviewed +41279111112855,2026-06-16T22:23:41Z,2026-09-23T15:07:32Z,CHN Python Alpha 踩坑实录：risk72 死磕 prod_corr 无果，换 virgin 数据集才过关,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41279111112855,retrieved_not_deep_reviewed 41254129745815,2026-06-16T03:08:27Z,2026-07-07T14:12:32Z,【gemini-cli停用】迁移至Antigravity-cli教程,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41254129745815,retrieved_not_deep_reviewed -41236357050903,2026-06-15T15:37:54Z,2026-09-15T06:52:23Z,【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,alpha-idea;ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41236357050903,retrieved_not_deep_reviewed +41236357050903,2026-06-15T15:37:54Z,2026-09-24T16:47:56Z,【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,alpha-idea;ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41236357050903,retrieved_not_deep_reviewed 41228556172951,2026-06-15T10:50:25Z,2026-07-07T14:04:41Z,【免费GLM-5.2来了】智谱官方活动分享——zcode新用户免费用5天GLM5.2,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41228556172951,retrieved_not_deep_reviewed 41225167988503,2026-06-15T04:58:51Z,2026-07-29T03:12:34Z,【论坛发帖/评论管理通知】AI时代，我该如何逛论坛和参与,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41225167988503,retrieved_not_deep_reviewed 41215965611159,2026-06-14T16:03:22Z,2026-08-22T08:38:14Z,从-0.3到1.2：我的世坤顾问之路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41215965611159,retrieved_not_deep_reviewed @@ -254,59 +343,59 @@ 41212298292247,2026-06-14T10:26:15Z,2026-07-21T07:25:29Z,AI辅助挖因子半年记：从怀疑到真香，再到清醒,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41212298292247,retrieved_not_deep_reviewed 41212086027543,2026-06-14T09:59:25Z,2026-09-13T13:07:21Z,os comb从3+到1+的一些总结和分析,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41212086027543,retrieved_not_deep_reviewed 41208709211671,2026-06-14T02:17:08Z,2026-08-28T07:54:04Z,傅里叶变换在 Alpha 开发中的应用：频率域视角下的信号分解与策略构造,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41208709211671,retrieved_not_deep_reviewed -41197045436951,2026-06-13T11:26:43Z,2026-09-05T15:37:50Z,CONCENTRATED WEIGHT 系统性排查与修复手册-2（基于实战经验的 CW 攻防全指南_进阶篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41197045436951,retrieved_not_deep_reviewed -41171093081367,2026-06-12T13:16:06Z,2026-08-30T12:14:50Z,分享一个白嫖小米 MiMo V2.5的途径,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41171093081367,retrieved_not_deep_reviewed +41197045436951,2026-06-13T11:26:43Z,2026-09-22T01:33:36Z,CONCENTRATED WEIGHT 系统性排查与修复手册-2（基于实战经验的 CW 攻防全指南_进阶篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41197045436951,retrieved_not_deep_reviewed +41171093081367,2026-06-12T13:16:06Z,2026-09-22T00:25:05Z,分享一个白嫖小米 MiMo V2.5的途径,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41171093081367,retrieved_not_deep_reviewed 41167837278359,2026-06-12T10:18:26Z,2026-08-07T10:58:39Z,[Python Alpha 挑战赛] 平台操作符与python计算逻辑的对应关系,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41167837278359,retrieved_not_deep_reviewed -41165066237079,2026-06-12T05:38:52Z,2026-07-25T07:27:45Z,[Python Alpha 挑战赛] 像RA一样自动化模版回测,alpha-idea;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41165066237079,retrieved_not_deep_reviewed +41165066237079,2026-06-12T05:38:52Z,2026-09-22T00:26:56Z,[Python Alpha 挑战赛] 像RA一样自动化模版回测,alpha-idea;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41165066237079,retrieved_not_deep_reviewed 41163824201623,2026-06-12T03:31:29Z,2026-08-26T03:26:23Z,codex流是不是不行，回测几十万都没找到,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41163824201623,retrieved_not_deep_reviewed -41162636720919,2026-06-12T01:53:44Z,2026-08-31T12:43:10Z,提高MEA区的Sub-universe Sharpe of 1.11 is below cutoff of 1.14.问题一点经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41162636720919,retrieved_not_deep_reviewed -41162316064023,2026-06-12T01:25:43Z,2026-08-03T08:27:51Z,【Alpha灵感】MEA地区靠SUE模板点亮了Fnd,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41162316064023,curated -41162148315799,2026-06-12T01:15:20Z,2026-07-23T04:46:56Z,[Python Alpha 挑战赛] Python Alpha 回测太慢？聊聊我的性能优化三板斧,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41162148315799,retrieved_not_deep_reviewed +41162636720919,2026-06-12T01:53:44Z,2026-09-22T13:37:41Z,提高MEA区的Sub-universe Sharpe of 1.11 is below cutoff of 1.14.问题一点经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41162636720919,retrieved_not_deep_reviewed +41162316064023,2026-06-12T01:25:43Z,2026-09-24T08:54:18Z,【Alpha灵感】MEA地区靠SUE模板点亮了Fnd,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41162316064023,curated +41162148315799,2026-06-12T01:15:20Z,2026-09-22T14:36:34Z,[Python Alpha 挑战赛] Python Alpha 回测太慢？聊聊我的性能优化三板斧,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41162148315799,retrieved_not_deep_reviewed 41142979050775,2026-06-11T13:23:59Z,2026-09-13T14:16:48Z,多源信号组合的经济学尝试和感悟--目前陆续有产出,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41142979050775,retrieved_not_deep_reviewed 41141847644311,2026-06-11T12:43:54Z,2026-09-09T13:55:09Z,"换个角度，理解一下trade_when(x, y, z) 方法",other,https://support.worldquantbrain.com/hc/en-us/community/posts/41141847644311,retrieved_not_deep_reviewed 41138717791895,2026-06-11T09:21:48Z,2026-07-23T19:13:57Z,[Python Alpha 挑战赛] python alpha换手率压不下来？利用store！让它学会安静 —— store+死区降低换手率！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41138717791895,retrieved_not_deep_reviewed -41138382717719,2026-06-11T08:46:30Z,2026-08-31T07:15:32Z,Osmosis 连续两周>0.5，均值 0.69，我的分配思路分享,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41138382717719,retrieved_not_deep_reviewed +41138382717719,2026-06-11T08:46:30Z,2026-09-24T16:54:48Z,Osmosis 连续两周>0.5，均值 0.69，我的分配思路分享,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41138382717719,retrieved_not_deep_reviewed 41137009390231,2026-06-11T06:27:20Z,2026-08-31T03:50:13Z,[Python Alpha 挑战赛]Python Alpha：自由编程的正确打开方式,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41137009390231,retrieved_not_deep_reviewed -41135490599063,2026-06-11T03:41:09Z,2026-08-27T10:08:56Z,[Python Alpha 挑战赛]Python Alpha两阶段筛选法：FastExpr快速验证 + Python深度优化,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41135490599063,curated -41134957392663,2026-06-11T02:54:33Z,2026-09-13T06:55:49Z,双字段 Alpha 构建,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663,retrieved_not_deep_reviewed +41135490599063,2026-06-11T03:41:09Z,2026-09-22T14:36:42Z,[Python Alpha 挑战赛]Python Alpha两阶段筛选法：FastExpr快速验证 + Python深度优化,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41135490599063,curated +41134957392663,2026-06-11T02:54:33Z,2026-09-19T08:40:43Z,双字段 Alpha 构建,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663,retrieved_not_deep_reviewed 41134649919383,2026-06-11T02:29:05Z,2026-08-04T13:20:02Z,[Python Alpha 挑战赛] 一句prompt一次实现prod0.71 --> prod0.69,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41134649919383,retrieved_not_deep_reviewed -41133909608087,2026-06-11T01:33:58Z,2026-09-10T12:37:40Z,[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087,retrieved_not_deep_reviewed +41133909608087,2026-06-11T01:33:58Z,2026-09-19T04:31:17Z,[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087,retrieved_not_deep_reviewed 41128676944407,2026-06-10T21:03:28Z,2026-07-18T22:12:10Z,【保姆级教程】零基础搞定 Google Antigravity (Gemini CLI),ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41128676944407,retrieved_not_deep_reviewed 41119909511319,2026-06-10T16:37:11Z,2026-07-24T10:43:38Z,[Python Alpha 挑战赛] 用期权隐含波动率偏斜（IV Skew）构建Alpha——Python Alpha实战分享,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41119909511319,retrieved_not_deep_reviewed -41105956280855,2026-06-10T03:21:14Z,2026-07-08T06:56:43Z,【Quant101】FieldPer 拯救计划：Skill 围栏,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41105956280855,retrieved_not_deep_reviewed +41105956280855,2026-06-10T03:21:14Z,2026-09-24T01:25:11Z,【Quant101】FieldPer 拯救计划：Skill 围栏,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41105956280855,retrieved_not_deep_reviewed 41105918774807,2026-06-10T03:13:56Z,2026-09-06T05:07:38Z,【Quant101】OpCount 拯救计划：因子化简,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41105918774807,retrieved_not_deep_reviewed 41105476543511,2026-06-10T02:40:27Z,2026-08-08T06:07:50Z,多时间尺度信号融合：Python Alpha 中的分层特征提取框架实战,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41105476543511,retrieved_not_deep_reviewed 41077771395479,2026-06-09T06:40:32Z,2026-08-25T13:39:10Z,OS RANK Performance 首次突破GM！任何人都可以做得到！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41077771395479,retrieved_not_deep_reviewed 41077253351831,2026-06-09T05:46:13Z,2026-07-08T01:02:15Z,【代码优化】针对AI打工人中AI桌面插件的代码优化调整,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41077253351831,retrieved_not_deep_reviewed 41076241014423,2026-06-09T03:50:43Z,2026-09-14T08:35:26Z,SUPER Alpha 构建实战：Selection 与 Combo 表达式设计策略,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41076241014423,retrieved_not_deep_reviewed -41065497021335,2026-06-08T19:04:45Z,2026-09-17T14:00:40Z,【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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41065497021335,retrieved_not_deep_reviewed -41061358159255,2026-06-08T17:04:32Z,2026-08-18T12:49:20Z,【经验分享】你说你找不到alpha？一文带你避开我踩过的坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41061358159255,retrieved_not_deep_reviewed -41059854821783,2026-06-08T16:21:55Z,2026-09-08T04:37:35Z,【稳住Max simulation streak】windows配置定时任务,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783,retrieved_not_deep_reviewed -41047901195799,2026-06-08T06:39:54Z,2026-08-19T12:49:56Z,[python Alpha 挑战赛] 从“使用操作符”到“设计框架”：一次因子结构压缩与状态化研究实践,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41047901195799,retrieved_not_deep_reviewed +41065497021335,2026-06-08T19:04:45Z,2026-09-24T16:55:35Z,【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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41065497021335,retrieved_not_deep_reviewed +41061358159255,2026-06-08T17:04:32Z,2026-09-22T14:36:37Z,【经验分享】你说你找不到alpha？一文带你避开我踩过的坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41061358159255,retrieved_not_deep_reviewed +41059854821783,2026-06-08T16:21:55Z,2026-09-23T05:36:01Z,【稳住Max simulation streak】windows配置定时任务,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783,retrieved_not_deep_reviewed +41047901195799,2026-06-08T06:39:54Z,2026-09-23T11:09:56Z,[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,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41047901195799,retrieved_not_deep_reviewed 41039581066647,2026-06-07T17:37:18Z,2026-08-07T11:06:07Z,Combined 从1.07到2.98 分享,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41039581066647,retrieved_not_deep_reviewed 41037391218583,2026-06-07T14:33:18Z,2026-09-06T08:26:41Z,WorldQuant BRAIN Alpha研究实战：从数据探索到LangGraph工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41037391218583,retrieved_not_deep_reviewed 41036889226263,2026-06-07T13:52:07Z,2026-09-14T12:17:56Z,[python Alpha 挑战赛] Store 使用体验：ts_mean(ts_zscore(...)) 计算的优化与分析,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41036889226263,retrieved_not_deep_reviewed 41034979787927,2026-06-07T10:28:33Z,2026-08-19T12:49:58Z,Python Alpha 实战复盘：先分流，再决定转写还是原生搜索,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41034979787927,retrieved_not_deep_reviewed 41033268467735,2026-06-07T06:02:05Z,2026-08-19T12:50:03Z,用 AI 代理跑 WorldQuant BRAIN Alpha 研究：30 天工作流复盘,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41033268467735,retrieved_not_deep_reviewed -41032955115927,2026-06-07T05:10:25Z,2026-09-17T15:28:35Z,[Python Alpha 挑战赛] SKILL: Regular to Python Alpha ｜ 稳定转写Python Alpha,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41032955115927,retrieved_not_deep_reviewed +41032955115927,2026-06-07T05:10:25Z,2026-09-19T08:04:18Z,[Python Alpha 挑战赛] SKILL: Regular to Python Alpha ｜ 稳定转写Python Alpha,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41032955115927,retrieved_not_deep_reviewed 41030217691031,2026-06-06T23:45:49Z,2026-09-18T02:07:40Z,[Python Alpha 挑战赛] 逐木成林：在 WorldQuant BRAIN 中使用树模型算法构建 Python Alpha,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41030217691031,retrieved_not_deep_reviewed 41030202035351,2026-06-06T23:44:12Z,2026-08-07T07:32:53Z,[Python Alpha 挑战赛] 寻找阿尔法：如何在 WorldQuant BRAIN 中使用机器学习构建 Python Alpha 策略,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/41030202035351,retrieved_not_deep_reviewed 41025007067287,2026-06-06T17:42:57Z,2026-08-05T07:40:05Z,【经验分享】我的第二个上线 Python Alpha：把一条 FASTEXPR 因子「重写成 Python」的完整工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/41025007067287,retrieved_not_deep_reviewed 41024337928343,2026-06-06T16:57:45Z,2026-09-04T08:15:51Z,【经验分享】我的第一个上线 Python Alpha 复盘：用隐含波动率 Delta-Skew 做截面反转,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41024337928343,retrieved_not_deep_reviewed 41021984423063,2026-06-06T14:19:37Z,2026-07-09T03:10:51Z,高VF的经验和VF崩盘的反思（0.99>0.93>0.99>0.98>0.97>0.7）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/41021984423063,retrieved_not_deep_reviewed -41020681850519,2026-06-06T12:44:00Z,2026-09-15T02:16:31Z,【AI工具】新版AI打工人配置指南 - PC & Mac & Linux,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519,retrieved_not_deep_reviewed +41020681850519,2026-06-06T12:44:00Z,2026-09-24T08:24:56Z,【AI工具】新版AI打工人配置指南 - PC & Mac & Linux,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519,retrieved_not_deep_reviewed 41000341056791,2026-06-05T16:21:58Z,2026-09-17T05:06:54Z,近8000刀！Master赚到了GM的Quarterly Payment！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/41000341056791,retrieved_not_deep_reviewed -40995374876183,2026-06-05T13:41:55Z,2026-08-31T03:50:33Z,[Python Alpha 挑战赛] Python Alpha 的一种双模式回测工具设计,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40995374876183,retrieved_not_deep_reviewed -40972941718807,2026-06-04T16:29:22Z,2026-08-28T10:13:01Z,CONCENTRATED WEIGHT 系统性排查与修复手册-1（基于实战经验的 CW 攻防全指南）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40972941718807,retrieved_not_deep_reviewed -40965093558679,2026-06-04T11:24:04Z,2026-08-23T12:35:29Z,antigravitycli运行mcp工作流,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40965093558679,retrieved_not_deep_reviewed -40964044763031,2026-06-04T09:57:44Z,2026-07-30T07:49:36Z,【经验分享】用自动化工作流在 BRAIN 上量产 Alpha,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031,retrieved_not_deep_reviewed -40962586503191,2026-06-04T07:22:27Z,2026-08-23T13:59:21Z,【经验分享】关于我Combine名列前茅却只定级Expert这件事😩,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40962586503191,retrieved_not_deep_reviewed -40962462282007,2026-06-04T07:03:41Z,2026-07-19T05:51:41Z,MEA TOP400 从 CONCENTRATED_WEIGHT 阻塞到全部通过：一次完整的 Alpha 优化记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40962462282007,retrieved_not_deep_reviewed +40995374876183,2026-06-05T13:41:55Z,2026-09-24T16:57:04Z,[Python Alpha 挑战赛] Python Alpha 的一种双模式回测工具设计,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40995374876183,retrieved_not_deep_reviewed +40972941718807,2026-06-04T16:29:22Z,2026-09-22T01:29:10Z,CONCENTRATED WEIGHT 系统性排查与修复手册-1（基于实战经验的 CW 攻防全指南）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40972941718807,retrieved_not_deep_reviewed +40965093558679,2026-06-04T11:24:04Z,2026-09-24T11:40:45Z,antigravitycli运行mcp工作流,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40965093558679,retrieved_not_deep_reviewed +40964044763031,2026-06-04T09:57:44Z,2026-09-22T13:35:59Z,【经验分享】用自动化工作流在 BRAIN 上量产 Alpha,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031,retrieved_not_deep_reviewed +40962586503191,2026-06-04T07:22:27Z,2026-09-20T05:04:15Z,【经验分享】关于我Combine名列前茅却只定级Expert这件事😩,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40962586503191,retrieved_not_deep_reviewed +40962462282007,2026-06-04T07:03:41Z,2026-09-22T13:32:46Z,MEA TOP400 从 CONCENTRATED_WEIGHT 阻塞到全部通过：一次完整的 Alpha 优化记录,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40962462282007,retrieved_not_deep_reviewed 40960476615319,2026-06-04T03:48:48Z,2026-08-13T14:32:22Z,【新人向-如何快速查到本次PPA所有数据集及其字段】USA/D1 Fast Datasets Power Pool June`26 theme！,alpha-idea;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40960476615319,retrieved_not_deep_reviewed -40957801921815,2026-06-04T00:26:28Z,2026-09-11T15:12:01Z,[Python Alpha 挑战赛] 从 FastExpr 到 Python Alphas 的跨越：工作流与起步心得,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40957801921815,retrieved_not_deep_reviewed +40957801921815,2026-06-04T00:26:28Z,2026-09-22T13:29:26Z,[Python Alpha 挑战赛] 从 FastExpr 到 Python Alphas 的跨越：工作流与起步心得,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40957801921815,retrieved_not_deep_reviewed 40957810418199,2026-06-04T00:26:10Z,2026-09-06T14:23:26Z,DCC 第三名经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40957810418199,retrieved_not_deep_reviewed 40937398436119,2026-06-03T13:09:52Z,2026-07-07T14:03:41Z,【免费AI工具系列】DAT三家的最新AI桌面助手，附模型推荐和福利活动盘点,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40937398436119,retrieved_not_deep_reviewed -40936186021271,2026-06-03T12:24:51Z,2026-09-04T14:52:00Z,SuperAlpha 去重的一点小坑：只看 selection 可能还不够,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40936186021271,curated +40936186021271,2026-06-03T12:24:51Z,2026-09-22T13:34:34Z,SuperAlpha 去重的一点小坑：只看 selection 可能还不够,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40936186021271,curated 40929650605207,2026-06-03T02:22:32Z,2026-09-11T15:06:01Z,二季度了2个月，和大家分享一些alpha挖掘的思路,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40929650605207,retrieved_not_deep_reviewed 40902892248983,2026-06-02T07:01:01Z,2026-09-13T11:42:48Z,行业中性加时序标准化：一个干净的 Alpha 模板,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40902892248983,retrieved_not_deep_reviewed 40876222943895,2026-06-01T12:46:10Z,2026-07-07T14:18:32Z,【又来个免费AI】超快的阶跃Step 3.7 Flash，Hermes Agent 可以免费用一个月,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40876222943895,retrieved_not_deep_reviewed @@ -315,27 +404,27 @@ 40872804113175,2026-06-01T09:06:01Z,2026-07-07T13:55:11Z,【经验分享】Roo Code 插件停止维护了，解决方案在这,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40872804113175,retrieved_not_deep_reviewed 40870826319511,2026-06-01T05:07:32Z,2026-09-10T14:50:24Z,[Python Alpha 挑战赛]半自动化的python alpha挖掘思路,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40870826319511,retrieved_not_deep_reviewed 40857367883159,2026-05-31T04:51:16Z,2026-07-09T03:10:59Z,一个很小但很有用的工具：Alpha Backtest Ledger，避免重复回测,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40857367883159,curated -40847481080087,2026-05-30T14:03:10Z,2026-09-05T18:23:41Z,【Alpha灵感】使用nip族数据点亮news塔,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40847481080087,curated +40847481080087,2026-05-30T14:03:10Z,2026-09-22T13:37:39Z,【Alpha灵感】使用nip族数据点亮news塔,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40847481080087,curated 40817725354903,2026-05-29T08:05:03Z,2026-07-20T03:35:35Z,【大角羊】总收入突破万刀，感恩与大家一路同行！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40817725354903,retrieved_not_deep_reviewed 40815296759703,2026-05-29T03:03:56Z,2026-09-09T09:44:43Z,[Python Alpha 挑战赛] 从数据定义到硬核推土机：手搓 ECDF 与高斯映射，深挖“最悲观预期”长牛动量,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40815296759703,retrieved_not_deep_reviewed 40797859802647,2026-05-28T15:14:04Z,2026-08-07T10:56:32Z,Python Alpha会议要点与竞赛分析报告——20260528,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40797859802647,retrieved_not_deep_reviewed -40796757798807,2026-05-28T14:38:37Z,2026-09-04T08:15:02Z,[Python Alpha 挑战赛] 基于skill: brain-simAlphasinBatch-and-track 的 Python Alpha 迭代工作流,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40796757798807,retrieved_not_deep_reviewed -40790666727575,2026-05-28T08:53:56Z,2026-09-14T14:19:57Z,【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）,alpha-idea;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40790666727575,curated +40796757798807,2026-05-28T14:38:37Z,2026-09-24T15:48:07Z,[Python Alpha 挑战赛] 基于skill: brain-simAlphasinBatch-and-track 的 Python Alpha 迭代工作流,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40796757798807,retrieved_not_deep_reviewed +40790666727575,2026-05-28T08:53:56Z,2026-09-23T11:33:49Z,【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）,alpha-idea;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40790666727575,curated 40790558975767,2026-05-28T08:45:07Z,2026-08-31T03:51:26Z,[Python Alpha 挑战赛]一句话让AI批量生成Python Alpha,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40790558975767,retrieved_not_deep_reviewed 40788850736023,2026-05-28T05:14:34Z,2026-08-31T03:52:53Z,[Python Alpha 速查] Python Alpha 实战全景：256 个包、API 工程、三类探索方向,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40788850736023,retrieved_not_deep_reviewed -40786815350167,2026-05-28T01:30:31Z,2026-09-08T12:51:09Z,【经验分享】在手机上操作AI打工人,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167,retrieved_not_deep_reviewed +40786815350167,2026-05-28T01:30:31Z,2026-09-19T00:25:10Z,【经验分享】在手机上操作AI打工人,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167,retrieved_not_deep_reviewed 40768096146327,2026-05-27T13:50:08Z,2026-07-20T11:15:55Z,[Python Alpha 挑战赛]基于多层记忆的PythonAlpha自动探索ai-agent,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40768096146327,retrieved_not_deep_reviewed 40765160386711,2026-05-27T11:45:18Z,2026-07-16T08:12:08Z,【免费API系列】最新的天工agent模型SkyClaw-v1.0限时免费用，听说蛮厉害的,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40765160386711,retrieved_not_deep_reviewed 40763583634839,2026-05-27T09:11:17Z,2026-09-02T12:21:16Z,Worldquant Brain——我的人生启蒙导师 【传奇耐打王系列四】,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40763583634839,retrieved_not_deep_reviewed 40760257415959,2026-05-27T02:17:50Z,2026-09-11T15:36:51Z,0帧起手的字段构建【传奇耐打王系列三】,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40760257415959,retrieved_not_deep_reviewed 40742727142679,2026-05-26T15:07:19Z,2026-08-29T02:09:55Z,Python Alpha 平台限制粗略小结，请大佬指正,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40742727142679,curated 40740164729111,2026-05-26T13:51:08Z,2026-07-20T10:40:32Z,[Python Alpha 挑战赛] 为 Python Alpha 补充 35+ 专业量化操作符：TA-Lib / Qlib 风格向量化实现,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40740164729111,retrieved_not_deep_reviewed -40740029001239,2026-05-26T13:47:56Z,2026-08-29T02:11:59Z,[Python Alpha 挑战赛] AI Agent 自动将 Fast Expression 转为 Python Alpha 并回测,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40740029001239,retrieved_not_deep_reviewed -40737593669911,2026-05-26T12:16:19Z,2026-08-29T02:12:03Z,【经验分享】尝试Python alpha,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40737593669911,retrieved_not_deep_reviewed +40740029001239,2026-05-26T13:47:56Z,2026-09-19T07:05:59Z,[Python Alpha 挑战赛] AI Agent 自动将 Fast Expression 转为 Python Alpha 并回测,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40740029001239,retrieved_not_deep_reviewed +40737593669911,2026-05-26T12:16:19Z,2026-09-22T13:37:37Z,【经验分享】尝试Python alpha,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40737593669911,retrieved_not_deep_reviewed 40736166342679,2026-05-26T10:42:20Z,2026-09-12T07:45:52Z,🎉【Python Alpha 灵感】征文活动！,alpha-idea;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40736166342679,retrieved_not_deep_reviewed 40735661471383,2026-05-26T09:55:25Z,2026-09-17T16:12:16Z,这个模版到底怎么做？【传奇耐打王系列三】,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40735661471383,retrieved_not_deep_reviewed -40734437350679,2026-05-26T07:35:08Z,2026-09-15T03:39:31Z,这个因子到底有没有混信号？【传奇耐打王系列一】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40734437350679,retrieved_not_deep_reviewed -40734489248151,2026-05-26T07:34:44Z,2026-08-29T02:16:12Z,Python alpha 提交经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40734489248151,retrieved_not_deep_reviewed +40734437350679,2026-05-26T07:35:08Z,2026-09-22T13:33:14Z,这个因子到底有没有混信号？【传奇耐打王系列一】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40734437350679,retrieved_not_deep_reviewed +40734489248151,2026-05-26T07:34:44Z,2026-09-22T14:36:40Z,Python alpha 提交经验分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40734489248151,retrieved_not_deep_reviewed 40732429672343,2026-05-26T03:17:52Z,2026-09-10T15:02:58Z,【经验分享】我是如何从0到1做出python alpha的（附提示词）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40732429672343,retrieved_not_deep_reviewed 40719428121623,2026-05-25T14:37:20Z,2026-07-15T09:07:54Z,"MCP 服务器支持 Python Alpha（language=""PYTHON""），同时保持原有 FASTEXPR 功能完全不受影响",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40719428121623,retrieved_not_deep_reviewed 40703455289623,2026-05-24T14:39:29Z,2026-08-21T08:33:31Z,【AI打工人】代码公开，0基础使用，给AI流水线生成的alpha加上名字,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40703455289623,retrieved_not_deep_reviewed @@ -347,44 +436,44 @@ 40600316595351,2026-05-20T01:33:24Z,2026-07-07T14:03:38Z,Antigravity CLI连接MCP问题解决,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40600316595351,retrieved_not_deep_reviewed 40580373831447,2026-05-19T13:23:30Z,2026-09-03T03:22:56Z,分享一个类似codex的软件，阿里的最新Qoder，目前可以免费使用两周,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40580373831447,retrieved_not_deep_reviewed 40576501149463,2026-05-19T09:29:50Z,2026-06-25T14:57:44Z,【大角羊】经验分享：一分钟学会解封账号！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40576501149463,retrieved_not_deep_reviewed -40544447671959,2026-05-18T02:36:10Z,2026-09-17T09:16:43Z,【即插即用】⚡OS自动重分配⚡️到恰好10万分,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40544447671959,retrieved_not_deep_reviewed +40544447671959,2026-05-18T02:36:10Z,2026-09-22T14:16:43Z,【即插即用】⚡OS自动重分配⚡️到恰好10万分,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40544447671959,retrieved_not_deep_reviewed 40533711115927,2026-05-17T10:01:03Z,2026-07-26T07:12:26Z,【Combined Alpha Performance】踩坑分享，纯新手comb -2+,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40533711115927,retrieved_not_deep_reviewed 40532948003479,2026-05-17T07:52:43Z,2026-08-13T13:58:43Z,不使用 GitHub，如何把代码在不同机器之间同步,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40532948003479,retrieved_not_deep_reviewed -40531705016855,2026-05-17T04:34:24Z,2026-08-07T10:47:28Z,通过 Zendesk API 直接获取 WQB 平台资源 — 告别浏览器依赖,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40531705016855,retrieved_not_deep_reviewed +40531705016855,2026-05-17T04:34:24Z,2026-09-23T14:54:35Z,通过 Zendesk API 直接获取 WQB 平台资源 — 告别浏览器依赖,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40531705016855,retrieved_not_deep_reviewed 40531412200471,2026-05-17T03:51:16Z,2026-09-18T00:25:42Z,用AI优化【Japan Robustness Sharpe】的一些工作流经验分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40531412200471,retrieved_not_deep_reviewed -40531102400663,2026-05-17T03:13:53Z,2026-07-08T13:55:25Z,"OpenCode+MCP,分析一个数据集（包含提示词）",alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40531102400663,retrieved_not_deep_reviewed +40531102400663,2026-05-17T03:13:53Z,2026-09-23T03:27:12Z,"OpenCode+MCP,分析一个数据集（包含提示词）",alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40531102400663,retrieved_not_deep_reviewed 40530659645719,2026-05-17T02:09:56Z,2026-09-08T14:43:57Z,挖掘 Token 黑洞 01：MCP Simulation 如何吞掉 70%+ 的可读上下文,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40530659645719,retrieved_not_deep_reviewed 40520794084119,2026-05-16T13:52:25Z,2026-09-02T16:34:47Z,vf从0.95暴跌到0.57，cb从1点多到0.几点的反思,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40520794084119,retrieved_not_deep_reviewed 40490830379415,2026-05-15T08:28:18Z,2026-09-07T05:39:02Z,【免费API】deepseekv4系列+AI编程神器9router,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40490830379415,retrieved_not_deep_reviewed 40458012001815,2026-05-14T01:31:38Z,2026-07-25T11:21:49Z,Python纯代码获取论坛内容(不使用任何无头浏览器等操作),engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40458012001815,retrieved_not_deep_reviewed 40434113248791,2026-05-13T10:17:54Z,2026-07-21T03:10:00Z,【不太一样的ownSA自动化】聚类助你突破ownSA瓶颈，有点抽象，欢迎大家批评指正，附开箱即用代码,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40434113248791,retrieved_not_deep_reviewed 40433337996183,2026-05-13T08:58:57Z,2026-09-06T02:41:29Z,"【经验分享】涅槃重生：vf从0.18到0.97,combine从-1.25到2.02！",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40433337996183,retrieved_not_deep_reviewed -40433238987159,2026-05-13T08:46:13Z,2026-08-28T18:02:50Z,【alpha灵感】双字段alpha构建提示次，助力各位60塔,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40433238987159,retrieved_not_deep_reviewed +40433238987159,2026-05-13T08:46:13Z,2026-09-24T16:57:21Z,【alpha灵感】双字段alpha构建提示次，助力各位60塔,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40433238987159,retrieved_not_deep_reviewed 40431103477527,2026-05-13T04:25:38Z,2026-06-29T14:28:55Z,有大佬知道新的那个Brain python的里面的brain工具包在哪里下载不,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40431103477527,retrieved_not_deep_reviewed 40406240166807,2026-05-12T10:37:45Z,2026-07-28T03:42:27Z,【代码优化】三行代码解决MCP回测卡顿断线的问题,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40406240166807,retrieved_not_deep_reviewed -40373405530647,2026-05-11T03:11:42Z,2026-09-15T06:49:46Z,BRAIN Consultant 兼职定位与行为边界的建议和分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40373405530647,retrieved_not_deep_reviewed +40373405530647,2026-05-11T03:11:42Z,2026-09-23T13:24:39Z,BRAIN Consultant 兼职定位与行为边界的建议和分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40373405530647,retrieved_not_deep_reviewed 40373352844439,2026-05-11T03:07:53Z,2026-06-29T14:28:24Z,借助与AI和MCP，我是怎样分析一个数据集的?,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40373352844439,retrieved_not_deep_reviewed 40372795793687,2026-05-11T02:04:31Z,2026-09-16T16:00:44Z,"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",ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40372795793687,retrieved_not_deep_reviewed 40347330265879,2026-05-09T06:17:45Z,2026-07-07T13:52:09Z,【龙虎榜·卷二】Combine惊雷再起，VF季决尘埃落定，神秘GM满值归来，万刀之上几何？,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40347330265879,retrieved_not_deep_reviewed 40346082255255,2026-05-09T03:28:51Z,2026-09-10T05:34:19Z,【经验总结】Osmosis / OSM：根本原理、Alpha 池筛选与点数分配方法,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40346082255255,retrieved_not_deep_reviewed -40321767904023,2026-05-08T08:38:44Z,2026-07-18T16:38:43Z,【经验分享】Combine大幅提升，增幅高达1.74,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40321767904023,retrieved_not_deep_reviewed -40297238763159,2026-05-07T12:43:54Z,2026-09-15T10:06:47Z,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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40297238763159,retrieved_not_deep_reviewed +40321767904023,2026-05-08T08:38:44Z,2026-09-24T14:24:24Z,【经验分享】Combine大幅提升，增幅高达1.74,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40321767904023,retrieved_not_deep_reviewed +40297238763159,2026-05-07T12:43:54Z,2026-09-23T14:31:23Z,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,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/40297238763159,retrieved_not_deep_reviewed 40294373064855,2026-05-07T09:18:06Z,2026-09-10T23:23:28Z,稳稳拿下gm，combine到六维的耕耘经验,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/40294373064855,retrieved_not_deep_reviewed 40292420301591,2026-05-07T05:28:27Z,2026-06-29T14:28:24Z,【工具分享】Pkgdiff：在线免费给cnhkmcp做版本差异分析,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40292420301591,retrieved_not_deep_reviewed 40290434309655,2026-05-07T02:02:22Z,2026-06-29T14:28:23Z,最近跑通的一套 Alpha 研究“反馈回路”：少一点玄学，多一点可验证,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40290434309655,retrieved_not_deep_reviewed -40287368788375,2026-05-06T22:44:53Z,2026-08-27T17:36:56Z,【技术科普】在论坛发布彩色的帖子,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40287368788375,retrieved_not_deep_reviewed +40287368788375,2026-05-06T22:44:53Z,2026-09-22T13:41:20Z,【技术科普】在论坛发布彩色的帖子,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40287368788375,retrieved_not_deep_reviewed 40264015704215,2026-05-06T07:16:11Z,2026-08-07T10:45:43Z,【解决tag过多不好找的实用插件】妈妈再也不用担心我划拉半天没找到要找的tag啦,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40264015704215,retrieved_not_deep_reviewed 40236868764567,2026-05-05T12:08:41Z,2026-07-30T12:30:44Z,解决 Codebuddy code 迭代回测alpha时突然停下的方法,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40236868764567,retrieved_not_deep_reviewed -40175357844503,2026-05-02T07:03:40Z,2026-08-26T07:04:06Z,PYTHON alpha的ast解析和语法检查,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40175357844503,retrieved_not_deep_reviewed -40153456172567,2026-05-01T12:41:40Z,2026-09-03T08:33:16Z,痛失GM，新手的Q1总结,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40153456172567,retrieved_not_deep_reviewed +40175357844503,2026-05-02T07:03:40Z,2026-09-22T15:42:52Z,PYTHON alpha的ast解析和语法检查,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40175357844503,retrieved_not_deep_reviewed +40153456172567,2026-05-01T12:41:40Z,2026-09-22T13:57:45Z,痛失GM，新手的Q1总结,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40153456172567,retrieved_not_deep_reviewed 40150797833239,2026-05-01T08:29:11Z,2026-09-02T04:16:47Z,WorldQuant BRAIN MCP 工具调用架构升级：从 Stdio 到 HTTP API,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40150797833239,retrieved_not_deep_reviewed 40134245568663,2026-04-30T16:58:44Z,2026-08-26T18:09:21Z,【Alpha灵感】全球第一个MEA因子（零PC alpha），我是怎么做出来的？,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40134245568663,retrieved_not_deep_reviewed 40091088861591,2026-04-29T04:36:13Z,2026-09-17T12:04:44Z,【工具优化】技能brain-data-scope（华子哥插件插件的数据分析模块）,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40091088861591,retrieved_not_deep_reviewed -40089426663959,2026-04-29T01:44:21Z,2026-09-14T12:47:22Z,【OB】一个自进化的 RAG 搜索系统🎯,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959,retrieved_not_deep_reviewed +40089426663959,2026-04-29T01:44:21Z,2026-09-22T14:15:05Z,【OB】一个自进化的 RAG 搜索系统🎯,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959,retrieved_not_deep_reviewed 40074294140695,2026-04-28T16:35:22Z,2026-06-27T04:00:31Z,免费申请小米百万亿 Token 创造者激励计划,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40074294140695,retrieved_not_deep_reviewed 40062800087575,2026-04-28T06:37:00Z,2026-06-28T08:17:20Z,小米 MiMo-V2.5 开源及 100T Token 免费申请活动分享,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/40062800087575,retrieved_not_deep_reviewed -40031467208983,2026-04-27T03:06:25Z,2026-08-08T18:17:02Z,【💻云服务器】一键抢购腾讯元4核4G服务器,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40031467208983,retrieved_not_deep_reviewed -40020159075607,2026-04-26T08:13:45Z,2026-09-14T13:06:52Z,【Alpha 模板】ASI推出新的universes：TOP500，成功点亮Risk Pyramid,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40020159075607,retrieved_not_deep_reviewed +40031467208983,2026-04-27T03:06:25Z,2026-09-22T13:39:09Z,【💻云服务器】一键抢购腾讯元4核4G服务器,other,https://support.worldquantbrain.com/hc/en-us/community/posts/40031467208983,retrieved_not_deep_reviewed +40020159075607,2026-04-26T08:13:45Z,2026-09-23T10:27:37Z,【Alpha 模板】ASI推出新的universes：TOP500，成功点亮Risk Pyramid,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/40020159075607,retrieved_not_deep_reviewed 40019402844055,2026-04-26T05:48:57Z,2026-06-27T03:06:10Z,【噢耶斯】一键降低40%的token使用量(api请求量)——自动修复alpha表达式,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40019402844055,retrieved_not_deep_reviewed 40018309999767,2026-04-26T02:54:34Z,2026-06-27T03:23:29Z,智谱GLM 抢购 油猴脚本【即插即用】我已抢购到啦,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/40018309999767,retrieved_not_deep_reviewed 39975714633751,2026-04-24T01:13:58Z,2026-09-15T17:45:18Z,【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,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39975714633751,retrieved_not_deep_reviewed @@ -392,12 +481,12 @@ 39947266331031,2026-04-23T00:58:16Z,2026-06-29T06:30:32Z,【顾问心得】Osmosis 分数总不稳？我跟 AI 学习组合逻辑,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39947266331031,retrieved_not_deep_reviewed 39945764650263,2026-04-22T23:11:21Z,2026-09-06T06:11:03Z,【经验分享】我如何坚持半年只用 AI 找 Alpha：WorldQuant BRAIN 上的 Agent 搭建、优化与反思,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39945764650263,retrieved_not_deep_reviewed 39923106285207,2026-04-22T07:24:19Z,2026-06-27T02:52:29Z,【征文邀请】那些你在IQC踩过的坑，可能正是今年选手最需要的答案,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39923106285207,retrieved_not_deep_reviewed -39922788056343,2026-04-22T06:45:00Z,2026-09-17T05:07:22Z,【Eligibility Criteria篇】一文告诉你如何GOLD直通Grandmaster！（上篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39922788056343,retrieved_not_deep_reviewed +39922788056343,2026-04-22T06:45:00Z,2026-09-24T16:57:33Z,【Eligibility Criteria篇】一文告诉你如何GOLD直通Grandmaster！（上篇）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39922788056343,retrieved_not_deep_reviewed 39922320882455,2026-04-22T05:47:36Z,2026-08-07T10:56:38Z,正版AI工具包合集优惠推荐 Lenny‘s newsletter bundle 无封号困扰,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39922320882455,retrieved_not_deep_reviewed -39920503976087,2026-04-22T02:17:02Z,2026-09-02T03:41:38Z,如何通过【Robust universe Sharpe and returns】检测的一些尝试,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39920503976087,retrieved_not_deep_reviewed +39920503976087,2026-04-22T02:17:02Z,2026-09-24T02:31:49Z,如何通过【Robust universe Sharpe and returns】检测的一些尝试,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39920503976087,retrieved_not_deep_reviewed 39907023480599,2026-04-21T16:20:17Z,2026-07-20T11:19:17Z,【WQ Manager】大更新！新增Base Payment排行榜！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39907023480599,retrieved_not_deep_reviewed 39899189437847,2026-04-21T10:16:07Z,2026-07-27T23:53:09Z,【工具分享】（即插即用）AI写description费token？直接用网页版就好了,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39899189437847,retrieved_not_deep_reviewed -39873247817495,2026-04-20T12:33:20Z,2026-09-14T13:23:05Z,一键自动化回测代码分享,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39873247817495,retrieved_not_deep_reviewed +39873247817495,2026-04-20T12:33:20Z,2026-09-22T13:55:51Z,一键自动化回测代码分享,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39873247817495,retrieved_not_deep_reviewed 39870945020183,2026-04-20T09:49:12Z,2026-09-09T02:29:34Z,"【代码分享】AI生成Alpha总是”凭空想象""？给它喂论文，鱼饵才对味！",ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39870945020183,retrieved_not_deep_reviewed 39870662977687,2026-04-20T09:19:58Z,2026-07-14T10:53:29Z,经验分享：最近做 Regular 点塔时反复踩到的几个坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39870662977687,retrieved_not_deep_reviewed 39868267753623,2026-04-20T04:14:46Z,2026-08-30T09:29:48Z,Pipeline MCP 深度版：面向多样性、高质量、低相关性 Alpha 持续生产的编排架构实践,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39868267753623,retrieved_not_deep_reviewed @@ -406,13 +495,13 @@ 39857630237591,2026-04-19T10:23:42Z,2026-08-23T13:07:29Z,我的Alpha提交算法进化史：从团划分剪枝到最大权重独立集,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39857630237591,retrieved_not_deep_reviewed 39854893045655,2026-04-19T02:51:39Z,2026-09-07T12:28:49Z,穿透参数迷雾：量化策略的敏感度分析与鲁棒性构建,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39854893045655,retrieved_not_deep_reviewed 39854742805271,2026-04-19T02:26:34Z,2026-07-29T07:02:19Z,26.04.19 新顾问培训AI打工人安装 codebuddy配置版.,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39854742805271,retrieved_not_deep_reviewed -39845230299927,2026-04-18T12:59:03Z,2026-09-13T12:29:30Z,【Alpha灵感】AI搜索字段极性配对，构建低PC因子(附提示词),alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39845230299927,curated +39845230299927,2026-04-18T12:59:03Z,2026-09-22T14:15:03Z,【Alpha灵感】AI搜索字段极性配对，构建低PC因子(附提示词),alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39845230299927,curated 39826862025879,2026-04-17T16:35:24Z,2026-07-15T11:04:57Z,World Quant漫画（第三期）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39826862025879,retrieved_not_deep_reviewed 39822852669079,2026-04-17T14:36:50Z,2026-07-17T04:47:53Z,多图解析USA最新3x High Turnover Theme国区提交现况,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39822852669079,retrieved_not_deep_reviewed 39759673422487,2026-04-15T09:27:39Z,2026-09-13T11:52:37Z,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,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39759673422487,retrieved_not_deep_reviewed 39759058734359,2026-04-15T08:23:19Z,2026-07-29T07:24:15Z,【新人心魔】打破心魔之旅：这样的因子到底要不要交？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39759058734359,retrieved_not_deep_reviewed -39756841978519,2026-04-15T03:48:36Z,2026-09-08T13:50:31Z,【TOKEN王】全球 2026Q2 geniusLevel 分组六维数据统计分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39756841978519,retrieved_not_deep_reviewed -39729140385559,2026-04-14T06:17:42Z,2026-09-08T06:02:21Z,【差生文具多】WQ助手1.02版(安卓版本+windows版本),other,https://support.worldquantbrain.com/hc/en-us/community/posts/39729140385559,retrieved_not_deep_reviewed +39756841978519,2026-04-15T03:48:36Z,2026-09-22T14:15:03Z,【TOKEN王】全球 2026Q2 geniusLevel 分组六维数据统计分析,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39756841978519,retrieved_not_deep_reviewed +39729140385559,2026-04-14T06:17:42Z,2026-09-23T07:40:02Z,【差生文具多】WQ助手1.02版(安卓版本+windows版本),other,https://support.worldquantbrain.com/hc/en-us/community/posts/39729140385559,retrieved_not_deep_reviewed 39728814444695,2026-04-14T05:42:52Z,2026-07-30T02:16:37Z,26年Q1 Genius定级已更新，Q2赛季加油！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39728814444695,retrieved_not_deep_reviewed 39710403268759,2026-04-13T15:33:25Z,2026-06-30T15:41:20Z,【资源分享】免费的claude opus 4.6 api - Replit,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39710403268759,retrieved_not_deep_reviewed 39690289189015,2026-04-12T13:31:17Z,2026-06-29T20:16:29Z,【大角羊】一分钟掌握参加Orthogonal HTVR Theme要点（三倍加成）！,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39690289189015,retrieved_not_deep_reviewed @@ -420,68 +509,68 @@ 39648644834967,2026-04-10T07:51:37Z,2026-07-27T23:26:48Z,ppa一键untag代码,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39648644834967,retrieved_not_deep_reviewed 39623025163415,2026-04-09T10:18:10Z,2026-06-29T02:46:14Z,别再在几百条 alpha里盲选了！我用“相关性分族 + 组内排序” 1 分钟提取数据集回测结果里最值得保留的那些alpha,alpha-idea;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39623025163415,retrieved_not_deep_reviewed 39621432305175,2026-04-09T07:28:57Z,2026-09-15T09:58:20Z,【AIAC2.0 冠军】关于比赛过程中一些经验的交流,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39621432305175,retrieved_not_deep_reviewed -39567420541079,2026-04-07T11:00:52Z,2026-09-10T06:57:01Z,【个人经验】PPA 因子筛选标准与实战心得（适合新手参考）,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39567420541079,retrieved_not_deep_reviewed +39567420541079,2026-04-07T11:00:52Z,2026-09-22T13:36:01Z,【个人经验】PPA 因子筛选标准与实战心得（适合新手参考）,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39567420541079,retrieved_not_deep_reviewed 39565397650839,2026-04-07T07:21:14Z,2026-04-15T16:44:18Z,低成本使用ai，助力回测！,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39565397650839,retrieved_not_deep_reviewed -39531360358295,2026-04-05T17:23:40Z,2026-09-11T03:50:08Z,【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！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39531360358295,retrieved_not_deep_reviewed -39524416948887,2026-04-05T01:07:37Z,2026-07-16T01:00:28Z,"通俗易懂，从另一个角度理解一下方法vector_neut(x, y)、ts_vector_neut(x, y, d)、ts_vector_proj(x, y, d)",other,https://support.worldquantbrain.com/hc/en-us/community/posts/39524416948887,retrieved_not_deep_reviewed +39531360358295,2026-04-05T17:23:40Z,2026-09-24T16:57:33Z,【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！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39531360358295,retrieved_not_deep_reviewed +39524416948887,2026-04-05T01:07:37Z,2026-09-23T13:09:48Z,"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)",other,https://support.worldquantbrain.com/hc/en-us/community/posts/39524416948887,retrieved_not_deep_reviewed 39467895537431,2026-04-02T10:10:48Z,2026-09-12T07:01:43Z,"VF1.0单周期狂赚$2,538.14！我的高Base骚操作大公开",portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39467895537431,retrieved_not_deep_reviewed 39466731879063,2026-04-02T07:58:23Z,2026-07-15T11:04:44Z,【WQ Manager 新需求调研】想加一个每日base排行榜，会有多少同学使用？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39466731879063,retrieved_not_deep_reviewed -39466506480663,2026-04-02T07:29:51Z,2026-07-28T07:51:41Z,【Consultant 101】手把手教你搭建本地因子库 ②,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39466506480663,curated +39466506480663,2026-04-02T07:29:51Z,2026-09-23T15:50:11Z,【Consultant 101】手把手教你搭建本地因子库 ②,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39466506480663,curated 39439719861399,2026-04-01T08:57:47Z,2026-07-30T02:16:40Z,征集｜Brain 用户访谈志愿者｜参与可获 200 积分,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39439719861399,retrieved_not_deep_reviewed -39438387680919,2026-04-01T05:55:12Z,2026-08-19T12:50:04Z,【26年4月主题活动】IQC 邀请 + Combined Alpha Performance 提升计划 (最高可获得300积分),portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39438387680919,retrieved_not_deep_reviewed -39408397746199,2026-03-31T02:44:55Z,2026-09-08T01:53:13Z,【OSMOSIS新人友好版】真正的一键打分：指定区域清空+补齐10类+标签过滤,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39408397746199,retrieved_not_deep_reviewed +39438387680919,2026-04-01T05:55:12Z,2026-09-23T13:24:51Z,【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),portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39438387680919,retrieved_not_deep_reviewed +39408397746199,2026-03-31T02:44:55Z,2026-09-21T05:19:59Z,【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,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39408397746199,retrieved_not_deep_reviewed 39368763910807,2026-03-29T08:40:07Z,2026-06-29T00:02:35Z,【ValueFactor】关于这次更新VF从0.98突然暴跌至0.75的反思与警示,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/39368763910807,retrieved_not_deep_reviewed -39367839107095,2026-03-29T05:37:12Z,2026-09-16T13:40:51Z,手把手教学：新顾问如何安装APP+AI打工人模块,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39367839107095,retrieved_not_deep_reviewed +39367839107095,2026-03-29T05:37:12Z,2026-09-23T07:30:12Z,手把手教学：新顾问如何安装APP+AI打工人模块,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39367839107095,retrieved_not_deep_reviewed 39354616684439,2026-03-28T07:33:39Z,2026-09-10T03:45:40Z,【工作流分享】基于openclaw的自动化agent工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39354616684439,retrieved_not_deep_reviewed -39354351739415,2026-03-28T06:32:44Z,2026-07-16T08:04:28Z,【QUANT101】什么是 Non-Compensated Alpha? 如何筛选 Compensated Alpha？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39354351739415,retrieved_not_deep_reviewed +39354351739415,2026-03-28T06:32:44Z,2026-09-24T14:39:06Z,【QUANT101】什么是 Non-Compensated Alpha? 如何筛选 Compensated Alpha？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39354351739415,retrieved_not_deep_reviewed 39354315278103,2026-03-28T06:31:40Z,2026-06-10T00:20:46Z,【Agent Memory模块探索】用Supermemory在WorldQuant平台自动化挖掘Alpha因子,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39354315278103,retrieved_not_deep_reviewed 39330854528151,2026-03-27T08:00:33Z,2026-09-06T17:51:56Z,经验分享-Combine提升之路-过山车的经历真刺激，从负数到2的来时路,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39330854528151,retrieved_not_deep_reviewed 39329143529751,2026-03-27T03:47:42Z,2026-06-29T13:49:39Z,【限时羊毛】只要邀请完成平台使用邮箱注册，即可获得IQC限定雨伞和背包！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39329143529751,retrieved_not_deep_reviewed -39319955780887,2026-03-26T19:08:49Z,2026-09-17T05:07:42Z,【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！,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39319955780887,retrieved_not_deep_reviewed +39319955780887,2026-03-26T19:08:49Z,2026-09-24T10:55:12Z,【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！,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39319955780887,retrieved_not_deep_reviewed 39306926420887,2026-03-26T11:18:56Z,2026-09-15T17:46:15Z,半自动化提交 试试这套代码’，高效省心,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39306926420887,retrieved_not_deep_reviewed 39305892045719,2026-03-26T09:35:11Z,2026-07-31T14:29:03Z,我依靠这套代码，半个月点了10个塔,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39305892045719,retrieved_not_deep_reviewed -39304762113815,2026-03-26T07:13:47Z,2026-09-16T14:56:48Z,Harness engineering下的AI Quant,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815,retrieved_not_deep_reviewed +39304762113815,2026-03-26T07:13:47Z,2026-09-24T10:52:09Z,Harness engineering下的AI Quant,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815,retrieved_not_deep_reviewed 39303870526487,2026-03-26T05:03:57Z,2026-06-10T17:44:05Z,ProdCorr改造插件，【即插即用】，直观显示Category，IS Testing Status 一键直达alphaid页面,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39303870526487,retrieved_not_deep_reviewed 39302047350423,2026-03-26T01:37:21Z,2026-06-10T00:21:20Z,【Agent Memory 模块】OpenClaw节省Token的插件：PowerMem安装,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39302047350423,retrieved_not_deep_reviewed 39289349830295,2026-03-25T17:07:49Z,2026-07-24T10:44:09Z,微信Clawbot接通AI打工人,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39289349830295,retrieved_not_deep_reviewed -39285932794391,2026-03-25T15:18:01Z,2026-09-06T15:18:05Z,鼠鼠靠着做WQ重启人生,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39285932794391,retrieved_not_deep_reviewed +39285932794391,2026-03-25T15:18:01Z,2026-09-25T00:28:45Z,鼠鼠靠着做WQ重启人生,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39285932794391,retrieved_not_deep_reviewed 39255045175191,2026-03-24T12:51:53Z,2026-08-22T04:18:03Z,积极拥抱AI-关于Claude-Code的agent-team功能的探索,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39255045175191,retrieved_not_deep_reviewed -39253260827543,2026-03-24T11:12:58Z,2026-09-09T06:38:17Z,【工作流分享】Gold可用的Super Alpha挖掘策略,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543,retrieved_not_deep_reviewed +39253260827543,2026-03-24T11:12:58Z,2026-09-24T16:57:37Z,【工作流分享】Gold可用的Super Alpha挖掘策略,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543,retrieved_not_deep_reviewed 39252022275223,2026-03-24T09:05:46Z,2026-08-25T05:11:11Z,【邪修】当龙虾没有饲料了怎么办？白嫖啊！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39252022275223,retrieved_not_deep_reviewed 39251610735639,2026-03-24T08:15:29Z,2026-09-08T01:53:14Z,【VF 0.95收入经验分享】高VF如何拿到更高的base,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39251610735639,retrieved_not_deep_reviewed 39251361791255,2026-03-24T07:48:59Z,2026-06-10T00:22:14Z,Kiro + MCP学习记录,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39251361791255,retrieved_not_deep_reviewed 39251146195607,2026-03-24T07:11:39Z,2026-06-27T11:51:55Z,我如何用 Codex 有soul 做 WorldQuant 自动量化研究，越用越聪明,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39251146195607,retrieved_not_deep_reviewed 39250162065943,2026-03-24T04:58:59Z,2026-09-16T07:36:51Z,【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？,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39250162065943,retrieved_not_deep_reviewed 39249632575511,2026-03-24T03:46:09Z,2026-07-01T12:47:01Z,【ValueFactor】经验分享，纯新手VF 0.5 -> 0.97 -> 0.99,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39249632575511,retrieved_not_deep_reviewed -39249078858647,2026-03-24T02:46:56Z,2026-09-13T14:11:49Z,osmosis point一键备份及恢复,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39249078858647,retrieved_not_deep_reviewed +39249078858647,2026-03-24T02:46:56Z,2026-09-22T14:16:39Z,osmosis point一键备份及恢复,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39249078858647,retrieved_not_deep_reviewed 39234849586967,2026-03-23T16:32:17Z,2026-07-27T10:55:38Z,【Quant101】AIAC2.0 TOP25 经验分享,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39234849586967,retrieved_not_deep_reviewed 39226209183127,2026-03-23T11:17:01Z,2026-06-28T00:32:09Z,不用龙虾，也能远程给Claude布置任务--Claude Channels用法简介,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39226209183127,retrieved_not_deep_reviewed -39225718749591,2026-03-23T10:31:04Z,2026-09-02T07:07:41Z,【有奖SKILL征文】分享你的AI工作流、提示词、还有它的SOUL,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39225718749591,retrieved_not_deep_reviewed +39225718749591,2026-03-23T10:31:04Z,2026-09-22T16:05:41Z,【有奖SKILL征文】分享你的AI工作流、提示词、还有它的SOUL,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39225718749591,retrieved_not_deep_reviewed 39225136138263,2026-03-23T09:26:56Z,2026-06-10T00:22:46Z,osmosisPoints一键清零代码,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39225136138263,retrieved_not_deep_reviewed -39224484288663,2026-03-23T07:57:42Z,2026-09-18T02:09:56Z,[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）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39224484288663,retrieved_not_deep_reviewed +39224484288663,2026-03-23T07:57:42Z,2026-09-20T05:00:40Z,[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）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39224484288663,retrieved_not_deep_reviewed 39224495902103,2026-03-23T07:55:35Z,2026-06-10T00:22:56Z,新晋顾问26天经验与踩坑分享,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39224495902103,retrieved_not_deep_reviewed 39224451555223,2026-03-23T07:47:43Z,2026-06-10T00:23:00Z,成为顾问的100天感想：道阻且长，唯有沉心学习。,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39224451555223,retrieved_not_deep_reviewed 39224259294999,2026-03-23T07:15:35Z,2026-08-06T03:19:39Z,【代码分享】遇到429时，我用代码写了个一套管理机制来动态控制并发数,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39224259294999,retrieved_not_deep_reviewed -39223126454679,2026-03-23T04:23:56Z,2026-09-09T11:03:09Z,【AI提示词分享】一套基于Gemini Cli的因子优化提示词---即ctrl即用,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39223126454679,retrieved_not_deep_reviewed -39223135297431,2026-03-23T04:22:04Z,2026-06-29T00:04:20Z,"""看一眼线""，那是在看啥，Alpha""续航力评分""工具",engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39223135297431,retrieved_not_deep_reviewed -39215982466071,2026-03-22T16:09:07Z,2026-08-08T00:46:41Z,[skills小工具]将数据库中数据封装成skills，用于AI工作流,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39215982466071,retrieved_not_deep_reviewed +39223126454679,2026-03-23T04:23:56Z,2026-09-24T01:25:12Z,【AI提示词分享】一套基于Gemini Cli的因子优化提示词---即ctrl即用,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39223126454679,retrieved_not_deep_reviewed +39223135297431,2026-03-23T04:22:04Z,2026-09-19T00:24:28Z,"""看一眼线""，那是在看啥，Alpha""续航力评分""工具",engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39223135297431,retrieved_not_deep_reviewed +39215982466071,2026-03-22T16:09:07Z,2026-09-22T13:35:57Z,[skills小工具]将数据库中数据封装成skills，用于AI工作流,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39215982466071,retrieved_not_deep_reviewed 39213565539095,2026-03-22T12:00:01Z,2026-07-29T14:28:19Z,【Quant101】手把手教你搭建本地因子库 ①,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39213565539095,retrieved_not_deep_reviewed 39211291325335,2026-03-22T04:36:51Z,2026-08-26T06:57:45Z,成为Expert的VF爬升之路：0.68-0.98-0.99,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39211291325335,retrieved_not_deep_reviewed 39202207210135,2026-03-21T13:59:19Z,2026-09-07T11:47:49Z,[代码优化]精准Osmosis10万点数（误差只有1）,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/39202207210135,retrieved_not_deep_reviewed 39201891253911,2026-03-21T13:28:41Z,2026-06-27T03:44:35Z,iflow cli将4月停止维护，提前使用opencode免费使用MiMo模型MiniMax等模型,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39201891253911,retrieved_not_deep_reviewed -39195490429847,2026-03-20T23:15:50Z,2026-07-28T12:18:09Z,WorldQuant BRAIN 量化策略影响力有向图解析：那些决定成败的关键回路,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39195490429847,retrieved_not_deep_reviewed -39183798681239,2026-03-20T16:23:31Z,2026-09-15T17:06:26Z,将从网页拉取的数据存储到数据库,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39183798681239,retrieved_not_deep_reviewed +39195490429847,2026-03-20T23:15:50Z,2026-09-23T15:37:39Z,WorldQuant BRAIN 量化策略影响力有向图解析：那些决定成败的关键回路,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39195490429847,retrieved_not_deep_reviewed +39183798681239,2026-03-20T16:23:31Z,2026-09-22T14:16:40Z,将从网页拉取的数据存储到数据库,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39183798681239,retrieved_not_deep_reviewed 39171807994519,2026-03-20T01:44:04Z,2026-07-30T02:16:44Z,OpenClaw + BRAIN 经验分享：我只改了 memory 分层，干活稳定很多,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39171807994519,retrieved_not_deep_reviewed 39156513806871,2026-03-19T16:05:12Z,2026-08-14T15:27:59Z,【日常生活贴】我的量化日记第十一季,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39156513806871,retrieved_not_deep_reviewed -39118594803095,2026-03-18T03:29:30Z,2026-09-02T03:42:49Z,关于降Prod Correlation的实践（一）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39118594803095,retrieved_not_deep_reviewed +39118594803095,2026-03-18T03:29:30Z,2026-09-20T13:07:55Z,关于降Prod Correlation的实践（一）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39118594803095,retrieved_not_deep_reviewed 39117486836375,2026-03-18T01:55:55Z,2026-07-03T17:06:00Z,cnhkmcp中的报错修复，及pipeline不能启动的修复,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39117486836375,retrieved_not_deep_reviewed 39091774330007,2026-03-17T06:55:31Z,2026-06-27T03:32:06Z,[经验分享]近五天OSM平均0.79，单日最高0.95，我可能做对了什么,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39091774330007,retrieved_not_deep_reviewed -39072175598103,2026-03-16T15:25:23Z,2026-08-25T12:50:27Z,[新手向]关于我上赛季冲刺点塔踩的坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39072175598103,retrieved_not_deep_reviewed +39072175598103,2026-03-16T15:25:23Z,2026-09-18T07:07:59Z,[新手向]关于我上赛季冲刺点塔踩的坑,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39072175598103,retrieved_not_deep_reviewed 39071216934295,2026-03-16T14:57:21Z,2026-06-10T00:24:15Z,一次艰难的gemini报错调试修复记录,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39071216934295,retrieved_not_deep_reviewed -39070572131479,2026-03-16T14:38:50Z,2026-06-10T17:44:07Z,Claude Code 双倍额度限时，国内用户时差红利，附精准时间表,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39070572131479,retrieved_not_deep_reviewed +39070572131479,2026-03-16T14:38:50Z,2026-09-21T08:05:29Z,Claude Code 双倍额度限时，国内用户时差红利，附精准时间表,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39070572131479,retrieved_not_deep_reviewed 39070236782231,2026-03-16T14:29:42Z,2026-06-10T00:24:29Z,OpenClaw“三省六部”架构助力Alpha构建实践,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39070236782231,retrieved_not_deep_reviewed 39061898258071,2026-03-16T05:55:04Z,2026-07-28T11:16:57Z,workbuddy让回测更方便,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/39061898258071,retrieved_not_deep_reviewed -39050410166807,2026-03-15T13:53:18Z,2026-09-03T01:53:10Z,关于IS ladder sharpe优化的一点实践经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39050410166807,retrieved_not_deep_reviewed +39050410166807,2026-03-15T13:53:18Z,2026-09-20T10:55:42Z,关于IS ladder sharpe优化的一点实践经验,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39050410166807,retrieved_not_deep_reviewed 39035430170135,2026-03-14T14:22:46Z,2026-07-30T02:58:45Z,【经验分享】第一个35SA的生成之路-你认为的好对SA来说不一定真的好,other,https://support.worldquantbrain.com/hc/en-us/community/posts/39035430170135,retrieved_not_deep_reviewed 39034638600343,2026-03-14T13:10:48Z,2026-06-10T00:24:52Z,写了一个专门生成提交alpha 的open claw 的skill,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39034638600343,retrieved_not_deep_reviewed 39034538171159,2026-03-14T13:02:40Z,2026-08-27T12:51:09Z,【深度分享】我是怎么给 Claude + BRAIN 做了一套全自动挖矿 Pipeline MCP 的,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/39034538171159,retrieved_not_deep_reviewed @@ -498,8 +587,8 @@ 38927191768343,2026-03-10T07:58:12Z,2026-08-13T11:18:06Z,USA analyst一些具有经济学意义的重组数据字段,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/38927191768343,retrieved_not_deep_reviewed 38909536551575,2026-03-09T17:08:15Z,2026-06-10T00:26:42Z,【贺六浑】OpenClaw 快速安装与避坑指南,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38909536551575,retrieved_not_deep_reviewed 38898494065943,2026-03-09T09:08:29Z,2026-08-10T02:00:00Z,【经验分享】成为顾问一个月，拿下Daily Osmosis Rank全球第一名,ai-mining;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38898494065943,retrieved_not_deep_reviewed -38872742474775,2026-03-07T07:49:27Z,2026-08-28T08:43:22Z,基于贝叶斯优化的 Alpha 参数遍历工作流：高效打破回撤限制,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38872742474775,retrieved_not_deep_reviewed -38872307253655,2026-03-07T06:32:13Z,2026-09-17T16:21:44Z,【效率王】APP-3.0：完全自动化时代,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38872307253655,retrieved_not_deep_reviewed +38872742474775,2026-03-07T07:49:27Z,2026-09-20T14:17:07Z,基于贝叶斯优化的 Alpha 参数遍历工作流：高效打破回撤限制,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38872742474775,retrieved_not_deep_reviewed +38872307253655,2026-03-07T06:32:13Z,2026-09-22T13:43:30Z,【效率王】APP-3.0：完全自动化时代,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38872307253655,retrieved_not_deep_reviewed 38870096703639,2026-03-07T01:34:56Z,2026-09-17T07:21:40Z,分享一个自用的AI点塔工作流,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38870096703639,retrieved_not_deep_reviewed 38846989093911,2026-03-06T06:40:33Z,2026-06-15T14:58:55Z,【API限时羊毛】注册实名可获得150+元免费LLM-API额度,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38846989093911,retrieved_not_deep_reviewed 38846510482967,2026-03-06T05:36:31Z,2026-07-09T04:27:57Z,关于Combined Power Pool Alpha Performance持续稳定的猜想（2.12-2.42-1.97-2.62-2.67）,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38846510482967,retrieved_not_deep_reviewed @@ -511,17 +600,17 @@ 38791976126999,2026-03-04T09:41:15Z,2026-06-10T00:27:40Z,【AI工具推荐】OpenClaw平替--OpenWork，适用于windows系统。,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38791976126999,retrieved_not_deep_reviewed 38791576234647,2026-03-04T08:58:53Z,2026-09-13T06:52:32Z,TRAE配置MCP和Skills(最新),ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38791576234647,retrieved_not_deep_reviewed 38768672144151,2026-03-03T14:20:03Z,2026-07-24T04:36:19Z,【日常生活贴】我的量化日记第十季,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38768672144151,retrieved_not_deep_reviewed -38767793594775,2026-03-03T13:47:25Z,2026-08-24T12:07:38Z,【经验分享】菜鸟日记——代码小白如何稳住6个月VF0.9+,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38767793594775,retrieved_not_deep_reviewed +38767793594775,2026-03-03T13:47:25Z,2026-09-22T13:37:37Z,【经验分享】菜鸟日记——代码小白如何稳住6个月VF0.9+,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38767793594775,retrieved_not_deep_reviewed 38761123396375,2026-03-03T03:24:32Z,2026-07-30T02:16:42Z,【26年3月主题活动】2026 全球量化挑战赛（IQC）推荐计划 & Osmosis 大挑战,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38761123396375,retrieved_not_deep_reviewed 38738996110743,2026-03-02T14:23:47Z,2026-06-29T13:54:04Z,"我这个expert,领了半个master的奖金！！！",other,https://support.worldquantbrain.com/hc/en-us/community/posts/38738996110743,retrieved_not_deep_reviewed 38736030987927,2026-03-02T12:21:30Z,2026-07-27T01:46:40Z,[代码优化]将历史回测存储至MongoDB中,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38736030987927,retrieved_not_deep_reviewed -38720223996439,2026-03-01T08:50:29Z,2026-06-10T00:30:14Z,成为expert，vf连续三个月上0.9！！！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38720223996439,retrieved_not_deep_reviewed +38720223996439,2026-03-01T08:50:29Z,2026-09-24T17:09:01Z,成为expert，vf连续三个月上0.9！！！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38720223996439,retrieved_not_deep_reviewed 38706673362327,2026-02-28T09:25:43Z,2026-09-17T05:55:22Z,【MCP 提示词优化 alpha】全流程提示词,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38706673362327,retrieved_not_deep_reviewed 38680670654999,2026-02-27T08:02:23Z,2026-08-25T15:24:48Z,[经验分享]❌从全错到全对✅，仅一个月实现combine -1.2→3.18 + vf0.92,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38680670654999,retrieved_not_deep_reviewed -38669179039255,2026-02-26T19:36:10Z,2026-09-14T11:56:12Z,EUR TOPCS1600的经验：解决Robust universe Sharpe / Sub-universe Sharpe / Weight concentration 问题,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38669179039255,retrieved_not_deep_reviewed +38669179039255,2026-02-26T19:36:10Z,2026-09-23T14:37:09Z,EUR TOPCS1600的经验：解决Robust universe Sharpe / Sub-universe Sharpe / Weight concentration 问题,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38669179039255,retrieved_not_deep_reviewed 38660272769047,2026-02-26T14:51:16Z,2026-06-10T00:30:40Z,一文详解DCC比赛,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38660272769047,retrieved_not_deep_reviewed 38654934214423,2026-02-26T09:26:00Z,2026-08-07T10:21:14Z,🤞🤞AIAC 比赛用模板,alpha-idea;ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38654934214423,retrieved_not_deep_reviewed -38652207939735,2026-02-26T03:35:00Z,2026-08-23T06:57:08Z,"在wq平台, 我们应该通过mcp提供什么工具",ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38652207939735,retrieved_not_deep_reviewed +38652207939735,2026-02-26T03:35:00Z,2026-09-20T11:14:41Z,"在wq平台, 我们应该通过mcp提供什么工具",ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38652207939735,retrieved_not_deep_reviewed 38631459115543,2026-02-25T14:00:29Z,2026-07-28T12:30:38Z,DCC比赛Tutorial和代码详解,engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38631459115543,retrieved_not_deep_reviewed 38628691756695,2026-02-25T11:36:50Z,2026-07-12T17:20:28Z,一个非科班选手的量化“打怪升级”路——季度奖突破万刀必读,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38628691756695,retrieved_not_deep_reviewed 38628480955671,2026-02-25T11:19:05Z,2026-08-24T09:31:51Z,借助ai手搓出一个IND region的other355字段alpha，记录一下步骤经过,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38628480955671,retrieved_not_deep_reviewed @@ -549,15 +638,15 @@ 38300250037015,2026-02-10T16:12:08Z,2026-09-06T02:41:10Z,终结烦人的MCP error -32000,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38300250037015,retrieved_not_deep_reviewed 38291391911575,2026-02-10T07:44:04Z,2026-09-17T15:38:57Z,agent时代对expression ast的一个大更新,ai-mining;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38291391911575,retrieved_not_deep_reviewed 38289129737623,2026-02-10T03:06:29Z,2026-06-10T00:36:34Z,3分钟在 Chrome 上开启原生Gemini，不需要Google Pro，不需要花钱订阅！！！,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38289129737623,retrieved_not_deep_reviewed -38265775305751,2026-02-09T11:56:06Z,2026-08-18T12:48:59Z,检测AI生成的alpha表达式，是否出现凭空捏造的数据字段,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38265775305751,retrieved_not_deep_reviewed -38263733981719,2026-02-09T08:17:33Z,2026-09-16T10:05:08Z,【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,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38263733981719,retrieved_not_deep_reviewed +38265775305751,2026-02-09T11:56:06Z,2026-09-22T14:36:36Z,检测AI生成的alpha表达式，是否出现凭空捏造的数据字段,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38265775305751,retrieved_not_deep_reviewed +38263733981719,2026-02-09T08:17:33Z,2026-09-19T12:52:56Z,【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,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38263733981719,retrieved_not_deep_reviewed 38263289227799,2026-02-09T07:18:40Z,2026-07-20T14:52:58Z,"[新人分享] 13天提交，Combine 1.12, PPA Combine 1.35",portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38263289227799,retrieved_not_deep_reviewed 38260748069015,2026-02-09T01:44:13Z,2026-06-10T00:38:37Z,AI打工人回测器点击“开始回测”后 CMD 闪退？可能是 requirements.txt 中的隐藏乱码导致！,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38260748069015,retrieved_not_deep_reviewed 38254706003607,2026-02-08T16:32:02Z,2026-06-10T00:38:50Z,AI小白10分钟学会Gemini Chrome 插件的配置和使用～～,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38254706003607,retrieved_not_deep_reviewed 38251309633303,2026-02-08T09:18:06Z,2026-06-10T00:38:55Z,新增的免费ai api 大模型提供商，【七牛云注册就送300万token】根本用不完,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38251309633303,retrieved_not_deep_reviewed 38249576693911,2026-02-08T04:57:26Z,2026-07-31T16:43:02Z,[必要检查：OS比赛分数统计]OS比赛分数统计,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38249576693911,retrieved_not_deep_reviewed 38235318555415,2026-02-07T05:44:22Z,2026-06-10T00:39:04Z,【送AI Token】参加今日培训AI工具助你研究效率翻倍，更有token券相送,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38235318555415,retrieved_not_deep_reviewed -38234815701911,2026-02-07T04:16:00Z,2026-08-29T13:04:16Z,Alpha稳健性检验代码,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38234815701911,retrieved_not_deep_reviewed +38234815701911,2026-02-07T04:16:00Z,2026-09-24T22:18:31Z,Alpha稳健性检验代码,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38234815701911,retrieved_not_deep_reviewed 38213050258839,2026-02-06T12:39:56Z,2026-09-09T03:55:08Z,[AIAC2][操作符] 167 操作符全示例，赋能AI 生成、优化、验证表达式,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38213050258839,retrieved_not_deep_reviewed 38210807994519,2026-02-06T09:28:25Z,2026-09-14T13:16:04Z,OSMOSIS 分数分配策略 by TIGER：big head 分配法,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38210807994519,retrieved_not_deep_reviewed 38209592294167,2026-02-06T06:42:41Z,2026-06-10T00:43:16Z,VF第一次更新从0.5-0.88的感想,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38209592294167,retrieved_not_deep_reviewed @@ -566,19 +655,19 @@ 38182883500055,2026-02-05T09:48:58Z,2026-07-29T14:44:42Z,OS更新后对于“这个因子到底能不能交”的一点思考 【传奇耐打王系列一】,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38182883500055,retrieved_not_deep_reviewed 38182819864471,2026-02-05T09:38:03Z,2026-08-26T13:53:46Z,【差生文具多】WQ助手1.01版本(安卓版本),other,https://support.worldquantbrain.com/hc/en-us/community/posts/38182819864471,retrieved_not_deep_reviewed 38154547987607,2026-02-04T08:15:31Z,2026-06-10T00:43:46Z,【ValueFactor提升经验】从0.26->0.53->0.56->0.9->0.95的经验之谈,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38154547987607,retrieved_not_deep_reviewed -38151220803095,2026-02-04T02:22:18Z,2026-09-09T03:30:16Z,AI打工人配置指南 - Windows\Mac\Linux,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095,retrieved_not_deep_reviewed +38151220803095,2026-02-04T02:22:18Z,2026-09-22T13:54:37Z,AI打工人配置指南 - Windows\Mac\Linux,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095,retrieved_not_deep_reviewed 38149908964759,2026-02-04T01:09:24Z,2026-06-10T00:43:55Z,【AI打工人Step4运行问题】针对Mac系统的代码调整,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38149908964759,retrieved_not_deep_reviewed 38121900955415,2026-02-03T05:48:25Z,2026-06-10T00:44:00Z,新人期升段失败 ，vf0.5-0.93的个人小结,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38121900955415,retrieved_not_deep_reviewed 38121748548759,2026-02-03T05:25:48Z,2026-07-17T22:01:22Z,【WQ数据监控】wqmanager.qzz.io 一览wq-leaderboard数据,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38121748548759,retrieved_not_deep_reviewed 38121562587543,2026-02-03T05:01:45Z,2026-06-10T00:44:11Z,萌新第一次定级怎么做到comb-1.48但是Velue Factor0.9的（踩坑教程）,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/38121562587543,retrieved_not_deep_reviewed 38121310515223,2026-02-03T04:33:20Z,2026-09-10T04:38:42Z,PPA活动主题限制下，提交ra点塔的一点心得。,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/38121310515223,retrieved_not_deep_reviewed -38120459173143,2026-02-03T03:10:49Z,2026-07-22T02:09:44Z,PC限流的破解小窍门：基于SC的PC优化方法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38120459173143,retrieved_not_deep_reviewed +38120459173143,2026-02-03T03:10:49Z,2026-09-24T01:25:16Z,PC限流的破解小窍门：基于SC的PC优化方法,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38120459173143,retrieved_not_deep_reviewed 38120400657687,2026-02-03T03:03:52Z,2026-06-10T00:44:21Z,【MCP error -32000: Connection closed】解决无法连接问题（MAC系统）,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38120400657687,retrieved_not_deep_reviewed 38120016912407,2026-02-03T02:28:52Z,2026-06-29T02:45:50Z,【BRAIN顾问的春节精彩瞬间】马上有福·BRAIN新春喜乐会 🏮,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38120016912407,retrieved_not_deep_reviewed 38095332944919,2026-02-02T09:02:27Z,2026-06-10T00:44:31Z,iflow cli接入自定义大模型api,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38095332944919,retrieved_not_deep_reviewed -38081199177239,2026-02-01T07:44:01Z,2026-09-08T18:24:46Z,【新人向-SA的本地计算SC】复制即用！跟上后一篇PC检测代码！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38081199177239,retrieved_not_deep_reviewed +38081199177239,2026-02-01T07:44:01Z,2026-09-23T12:31:44Z,【新人向-SA的本地计算SC】复制即用！跟上后一篇PC检测代码！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38081199177239,retrieved_not_deep_reviewed 38037870580375,2026-01-30T02:11:13Z,2026-06-10T00:44:42Z,[找灵感] 我遇到的找灵感时账号登录问题,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/38037870580375,retrieved_not_deep_reviewed -38025695370775,2026-01-29T18:31:48Z,2026-08-09T16:28:34Z,【效率王】APP重磅升级功能：来点Alpha--重新定义AI时代123阶,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38025695370775,retrieved_not_deep_reviewed +38025695370775,2026-01-29T18:31:48Z,2026-09-21T13:02:05Z,【效率王】APP重磅升级功能：来点Alpha--重新定义AI时代123阶,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38025695370775,retrieved_not_deep_reviewed 38021301172759,2026-01-29T16:12:12Z,2026-06-10T00:44:54Z,关于ts_decay_linear的妙用,other,https://support.worldquantbrain.com/hc/en-us/community/posts/38021301172759,retrieved_not_deep_reviewed 38013614427671,2026-01-29T09:43:31Z,2026-08-31T06:22:43Z,Gemini CLI正确开启skills以及alpha迭代优化工作流,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/38013614427671,retrieved_not_deep_reviewed 38013569192983,2026-01-29T09:32:22Z,2026-06-10T00:45:04Z,使用mcp+ai挖掘alpha过程中节约token的小技巧,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/38013569192983,retrieved_not_deep_reviewed @@ -591,10 +680,10 @@ 37953156945687,2026-01-26T23:49:56Z,2026-06-10T00:45:38Z,手机远程连接claudecode，24小时随时指挥AI干活！,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37953156945687,retrieved_not_deep_reviewed 37922239190039,2026-01-25T16:35:34Z,2026-06-10T00:45:42Z,AI打工人系列：玩转MAC系统中回测小问题,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37922239190039,retrieved_not_deep_reviewed 37905611580311,2026-01-24T09:12:17Z,2026-06-22T00:52:50Z,【OB】在OpenCode中使用Antigravity的Claude额度,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37905611580311,retrieved_not_deep_reviewed -37878120993559,2026-01-23T07:35:03Z,2026-09-10T04:10:22Z,这个因子到底能不能交？ 定级后关于因子提交的沉重反思 【传奇耐打王系列一】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37878120993559,retrieved_not_deep_reviewed +37878120993559,2026-01-23T07:35:03Z,2026-09-24T11:01:19Z,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】,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37878120993559,retrieved_not_deep_reviewed 37877587810327,2026-01-23T06:23:31Z,2026-09-07T05:51:42Z,GLB区域使用ppa点塔,platform,https://support.worldquantbrain.com/hc/en-us/community/posts/37877587810327,retrieved_not_deep_reviewed -37858237686167,2026-01-22T14:48:04Z,2026-09-08T05:36:48Z,基于论坛的 Super Alpha 全自动化框架：从策略生成到最大独立集优化 (附完整源码),engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37858237686167,retrieved_not_deep_reviewed -37857879534487,2026-01-22T14:35:22Z,2026-07-19T05:51:32Z,opencode+skills全自动优化alpha,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37857879534487,retrieved_not_deep_reviewed +37858237686167,2026-01-22T14:48:04Z,2026-09-22T13:33:11Z,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),engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37858237686167,retrieved_not_deep_reviewed +37857879534487,2026-01-22T14:35:22Z,2026-09-22T13:32:45Z,opencode+skills全自动优化alpha,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37857879534487,retrieved_not_deep_reviewed 37856141500951,2026-01-22T13:24:07Z,2026-06-10T00:46:07Z,【Community Leader - 因子构造】gemini_cli_sdk + 双agent，打造一个听话的挖掘工2,alpha-idea;ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37856141500951,retrieved_not_deep_reviewed 37852483070743,2026-01-22T07:57:28Z,2026-06-10T00:46:12Z,iflow提示API账户余额不足（Insufficient Balance）？不要急，切换个模型即可,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37852483070743,retrieved_not_deep_reviewed 37852378086039,2026-01-22T07:34:32Z,2026-09-04T09:44:30Z,【ValueFactor】0.38->0.89->1->0.99->1的自我救赎,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37852378086039,retrieved_not_deep_reviewed @@ -613,7 +702,7 @@ 37762717623063,2026-01-18T16:52:39Z,2026-06-10T00:47:18Z,【AI桌面插件】作为智能助手寻找 Alpha 模版和灵感,alpha-idea;ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37762717623063,retrieved_not_deep_reviewed 37760676701463,2026-01-18T12:58:32Z,2026-06-10T00:47:22Z,Mac OS设置cnhkmcp环境,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37760676701463,retrieved_not_deep_reviewed 37760428555287,2026-01-18T12:23:49Z,2026-07-03T16:58:10Z,[工具分享] 追踪每一次cnhkmcp的更新,ai-mining;engineering;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/37760428555287,retrieved_not_deep_reviewed -37759477785239,2026-01-18T09:47:10Z,2026-09-13T13:59:01Z,[Alpha优化] 提高Robust Universie Sharp，提高Sub Universe Sharp，降低Turnover的常见方式,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37759477785239,retrieved_not_deep_reviewed +37759477785239,2026-01-18T09:47:10Z,2026-09-22T13:32:45Z,[Alpha优化] 提高Robust Universie Sharp，提高Sub Universe Sharp，降低Turnover的常见方式,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37759477785239,retrieved_not_deep_reviewed 37745706080407,2026-01-17T08:00:15Z,2026-06-22T00:23:32Z,【SKILLS everywhere】自动同步skills，从claude到gemini，codex，iflow,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37745706080407,retrieved_not_deep_reviewed 37744709099671,2026-01-17T05:17:18Z,2026-06-10T00:47:42Z,最新MacOS tahoe 系统如何解决运行APP后打开回测器报错解决方案,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37744709099671,retrieved_not_deep_reviewed 37743736735895,2026-01-17T03:21:10Z,2026-07-01T10:02:39Z,我是如何分配5000次回测,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37743736735895,retrieved_not_deep_reviewed @@ -621,7 +710,7 @@ 37725846490903,2026-01-16T15:13:17Z,2026-08-04T10:43:37Z,gemini_cli_sdk + 双agent，打造一个听话的挖掘工（含代码框架和样例）,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37725846490903,retrieved_not_deep_reviewed 37723363144855,2026-01-16T13:35:46Z,2026-09-14T08:41:20Z,无限随机大法带你挖掘所有可能的own Super Alpha（附上代码）,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37723363144855,retrieved_not_deep_reviewed 37701654477847,2026-01-15T16:37:47Z,2026-06-10T00:48:02Z,谷歌Antigravity 如何使用Skills,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37701654477847,retrieved_not_deep_reviewed -37669317975959,2026-01-14T15:18:38Z,2026-09-05T19:48:23Z,【alpha模板】行业中性化残差信号IND模板,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/37669317975959,curated +37669317975959,2026-01-14T15:18:38Z,2026-09-20T04:01:02Z,【alpha模板】行业中性化残差信号IND模板,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/37669317975959,curated 37662393416727,2026-01-14T07:48:07Z,2026-08-26T13:53:47Z,【差生文具多】为wq官网开发一个手机app查询常用信息-WQHelper,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37662393416727,retrieved_not_deep_reviewed 37662026299543,2026-01-14T06:57:15Z,2026-06-10T00:48:16Z,盘点最近薅到的免费大模型,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37662026299543,retrieved_not_deep_reviewed 37661413598231,2026-01-14T05:24:25Z,2026-06-10T00:48:21Z,Gemini cli如何使用cnhkmcp中的Skills,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37661413598231,retrieved_not_deep_reviewed @@ -629,10 +718,10 @@ 37660271259159,2026-01-14T03:20:18Z,2026-06-10T00:48:25Z,【代码优化】优化datafield的模糊查询,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37660271259159,retrieved_not_deep_reviewed 37659557662615,2026-01-14T02:14:22Z,2026-06-10T00:48:31Z,win10解决cmd窗口不显示图标和特殊符号的问题,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37659557662615,retrieved_not_deep_reviewed 37646343046807,2026-01-13T17:33:05Z,2026-06-10T00:48:35Z,【代码优化，即插即用】一键批量获取数据字段（以可直接用于app的格式/已解决429问题）,alpha-idea;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37646343046807,retrieved_not_deep_reviewed -37641142548119,2026-01-13T14:55:02Z,2026-07-20T08:17:52Z,关于印度区因子挖掘遇到一些常见问题的一些小技巧,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37641142548119,retrieved_not_deep_reviewed +37641142548119,2026-01-13T14:55:02Z,2026-09-19T04:04:39Z,关于印度区因子挖掘遇到一些常见问题的一些小技巧,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37641142548119,retrieved_not_deep_reviewed 37638889294103,2026-01-13T13:32:57Z,2026-06-29T12:48:38Z,【代码优化】ProdCorr记录插件，减少重复查询,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37638889294103,retrieved_not_deep_reviewed 37638726633623,2026-01-13T13:27:56Z,2026-08-09T02:10:33Z,AI打工人安装问题,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37638726633623,retrieved_not_deep_reviewed -37635435747479,2026-01-13T09:58:56Z,2026-09-15T10:05:26Z,如何快速配置QuantGo Kit！！！！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37635435747479,retrieved_not_deep_reviewed +37635435747479,2026-01-13T09:58:56Z,2026-09-24T04:02:06Z,如何快速配置QuantGo Kit！！！！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37635435747479,retrieved_not_deep_reviewed 37633778449175,2026-01-13T06:39:07Z,2026-06-10T00:49:04Z,【提示词优化】使用iflow_cli结合deepseek的提示词,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37633778449175,retrieved_not_deep_reviewed 37615320558999,2026-01-12T16:24:49Z,2026-06-10T00:49:07Z,【MCP工具分享-即插即用】多 Alpha 两两相关性批量检查工具 (附完整源码),ai-mining;engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37615320558999,retrieved_not_deep_reviewed 37609772940311,2026-01-12T13:21:05Z,2026-07-20T03:30:35Z,在Trae 中使用cnhkmcp中的Skills,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37609772940311,retrieved_not_deep_reviewed @@ -642,11 +731,11 @@ 37593830722711,2026-01-11T10:02:48Z,2026-06-10T00:49:32Z,2025年最大的收获就是成为wordquant平台的一份子！！,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37593830722711,retrieved_not_deep_reviewed 37581803221143,2026-01-10T13:39:02Z,2026-07-01T15:47:18Z,2025年Q4 Genus升级失败小结,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37581803221143,retrieved_not_deep_reviewed 37581194344215,2026-01-10T12:39:47Z,2026-06-10T00:49:40Z,【平台新功能】字段新特征：datecoverage的介绍、应用与勘误。,alpha-idea,https://support.worldquantbrain.com/hc/en-us/community/posts/37581194344215,curated -37576441185559,2026-01-10T01:35:14Z,2026-09-13T11:43:08Z,脚本记录Osmosis point每日变化,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37576441185559,retrieved_not_deep_reviewed +37576441185559,2026-01-10T01:35:14Z,2026-09-18T07:30:38Z,脚本记录Osmosis point每日变化,engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37576441185559,retrieved_not_deep_reviewed 37560258463767,2026-01-09T15:23:58Z,2026-09-04T08:16:29Z,用 Claude Skills 做因子自动挖掘：回测、记录与知识查询模块化,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37560258463767,retrieved_not_deep_reviewed 37555582592023,2026-01-09T11:58:13Z,2026-09-15T01:40:56Z,VF0.98+Expert直升Grandmaster我是怎么做的,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37555582592023,retrieved_not_deep_reviewed 37555474457495,2026-01-09T11:50:00Z,2026-07-26T04:03:27Z,[Agent skills] 枪在手跟我走，AI工作流大进化，Skills开箱即用！,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37555474457495,retrieved_not_deep_reviewed -37554208805911,2026-01-09T09:48:58Z,2026-09-15T10:04:12Z,【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！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37554208805911,retrieved_not_deep_reviewed +37554208805911,2026-01-09T09:48:58Z,2026-09-23T12:41:55Z,【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！,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37554208805911,retrieved_not_deep_reviewed 37553813919383,2026-01-09T08:52:42Z,2026-06-10T00:50:09Z,[Osmosis Competition 2025]从比赛结果中得到新版本的启示,portfolio;platform,https://support.worldquantbrain.com/hc/en-us/community/posts/37553813919383,retrieved_not_deep_reviewed 37553419414807,2026-01-09T07:59:05Z,2026-07-26T13:05:22Z,【贺六浑】 回测次数到达4700，自动强制终止回测 开箱即用脚本,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37553419414807,retrieved_not_deep_reviewed 37531632149783,2026-01-08T15:26:38Z,2026-06-10T00:50:18Z,在获取数据集的时候返回API rate limit exceeded,alpha-idea;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37531632149783,retrieved_not_deep_reviewed @@ -654,16 +743,16 @@ 37523762919575,2026-01-08T06:31:36Z,2026-09-12T10:46:42Z,新手福音，全自动爬山算法，1个Alpha变N个！！！（开箱即用）,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37523762919575,retrieved_not_deep_reviewed 37503393839895,2026-01-07T15:32:28Z,2026-09-08T01:53:19Z,[Gemini大王]同时调取多个Gemini Cli完成不同工作,ai-mining;engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37503393839895,retrieved_not_deep_reviewed 37495491312407,2026-01-07T06:52:07Z,2026-01-17T12:29:52Z,【代码优化】一句话debug：429？多try一下就好啦！,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37495491312407,retrieved_not_deep_reviewed -37495033591447,2026-01-07T05:55:18Z,2026-09-15T11:08:41Z,QuantGo Kit：基于Grafana的WorldQuant量化可视化篇,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37495033591447,retrieved_not_deep_reviewed +37495033591447,2026-01-07T05:55:18Z,2026-09-24T04:01:59Z,QuantGo Kit：基于Grafana的WorldQuant量化可视化篇,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37495033591447,retrieved_not_deep_reviewed 37494588760343,2026-01-07T04:56:49Z,2026-05-17T07:10:31Z,【代码优化】缘分一道桥429 频繁报错 + 解析误判的一个实用修法（亲测有效）,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37494588760343,retrieved_not_deep_reviewed 37476581630231,2026-01-06T15:56:28Z,2026-07-20T11:15:54Z,新顾问踩坑分享——combined为负的惨痛教训,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37476581630231,retrieved_not_deep_reviewed -37473718017175,2026-01-06T14:23:59Z,2026-09-14T13:20:11Z,ASI MINVOL1M市场Robust Universe优化案例,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37473718017175,retrieved_not_deep_reviewed +37473718017175,2026-01-06T14:23:59Z,2026-09-22T14:22:13Z,ASI MINVOL1M市场Robust Universe优化案例,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37473718017175,retrieved_not_deep_reviewed 37467795410071,2026-01-06T06:16:33Z,2026-04-15T16:39:59Z,我的量化之路: 我是如何用上AI做量化的,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37467795410071,retrieved_not_deep_reviewed 37466253361943,2026-01-06T03:16:54Z,2026-07-29T15:58:22Z,【 代码优化】如何解决限流429报错的问题,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37466253361943,retrieved_not_deep_reviewed -37436887844631,2026-01-05T02:22:45Z,2026-01-29T15:39:55Z,【差生文具多】手机远程访问云主机方案分享-windowsApp,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37436887844631,retrieved_not_deep_reviewed +37436887844631,2026-01-05T02:22:45Z,2026-09-23T07:46:56Z,【差生文具多】手机远程访问云主机方案分享-windowsApp,other,https://support.worldquantbrain.com/hc/en-us/community/posts/37436887844631,retrieved_not_deep_reviewed 37433599938071,2026-01-04T21:05:56Z,2026-07-09T10:25:20Z,[工具分享] Alpha 综合评分系统：基于多维度指标的自动筛选框架,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37433599938071,retrieved_not_deep_reviewed -37427255135127,2026-01-04T09:47:12Z,2026-09-14T09:08:26Z,[SuperAlpha]SuperAlpha数据分析师，洞察alpha表现自动构建selection利器(附代码),engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37427255135127,retrieved_not_deep_reviewed -37427295710359,2026-01-04T09:45:08Z,2026-09-17T05:43:52Z,[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),engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37427295710359,retrieved_not_deep_reviewed +37427255135127,2026-01-04T09:47:12Z,2026-09-24T10:17:16Z,[SuperAlpha]SuperAlpha数据分析师，洞察alpha表现自动构建selection利器(附代码),engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37427255135127,retrieved_not_deep_reviewed +37427295710359,2026-01-04T09:45:08Z,2026-09-22T13:48:03Z,[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),engineering;portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37427295710359,retrieved_not_deep_reviewed 37389747140119,2026-01-02T06:57:14Z,2026-02-02T08:11:24Z,Brain Labs填充缺失值使用未来数据吗？,ai-mining,https://support.worldquantbrain.com/hc/en-us/community/posts/37389747140119,retrieved_not_deep_reviewed 37388868198423,2026-01-02T04:37:56Z,2026-08-14T05:27:45Z,2025年踩坑经验总结 vf 0.5->0.13->0.38->0.81； Combined Alpha Performance 0.68->0.06->-0.58->0.36；,portfolio,https://support.worldquantbrain.com/hc/en-us/community/posts/37388868198423,retrieved_not_deep_reviewed 37388646548119,2026-01-02T04:12:54Z,2026-09-06T12:19:42Z,[工具分享]一键 Robust Sharpe优化辅助,engineering,https://support.worldquantbrain.com/hc/en-us/community/posts/37388646548119,retrieved_not_deep_reviewed diff --git a/docs/worldquant-knowledge-base/06-sources/forum-review-2026.csv b/docs/worldquant-knowledge-base/06-sources/forum-review-2026.csv index cd1b971..7029f19 100644 --- a/docs/worldquant-knowledge-base/06-sources/forum-review-2026.csv +++ b/docs/worldquant-knowledge-base/06-sources/forum-review-2026.csv @@ -1,312 +1,401 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_retrieved,comments_complete,knowledge_files -43561782887575,2026-09-17T14:27:01Z,2026-09-18T01:59:11Z,如何提高 Base Payment：交满配额、每天行动与常见误区,https://support.worldquantbrain.com/hc/en-us/community/posts/43561782887575,portfolio,synthesized,0,True,04-platform/portfolio-osmosis.md -43556223197335,2026-09-17T09:44:58Z,2026-09-18T01:49:39Z,0配置注册就能用！免费大模型 DeepSeek V4.1 Flash ，GLM 5.3 Flash,https://support.worldquantbrain.com/hc/en-us/community/posts/43556223197335,ai,screened,0,True, -43554011933847,2026-09-17T05:33:43Z,2026-09-17T15:18:04Z,WorkBuddy体验「腾讯轻量云」专家：免费领取1个月轻量应用服务器,https://support.worldquantbrain.com/hc/en-us/community/posts/43554011933847,ai,screened,0,True, -43541109631895,2026-09-16T18:05:26Z,2026-09-17T15:19:14Z,【Alpha Idea】从「搜索量」到「新闻密度」：把一篇注意力反转论文迁移成可复用的 alpha 模板,https://support.worldquantbrain.com/hc/en-us/community/posts/43541109631895,ideas,synthesized,0,True,01-alpha-ideas/data-template-cards.md -43540418549527,2026-09-16T17:44:56Z,2026-09-17T16:03:52Z,【经验分享】伪灵根天崩开局，负Combine如何逆袭GM？（下篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/43540418549527,lessons,synthesized,0,True,09-experience-lessons/failure-casebook.md -43540397996311,2026-09-16T17:44:30Z,2026-09-17T16:04:08Z,【经验分享】伪灵根天崩开局，负Combine如何逆袭GM？（上篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/43540397996311,lessons,synthesized,0,True,09-experience-lessons/failure-casebook.md -43536370604567,2026-09-16T15:50:20Z,2026-09-18T01:22:58Z,同源信号做差，PC 一定会降——但这不等于你做出了新东西,https://support.worldquantbrain.com/hc/en-us/community/posts/43536370604567,optimization,synthesized,0,True,01-alpha-ideas/relationship-and-extension-cards.md -43532701388183,2026-09-16T13:52:41Z,2026-09-18T00:40:55Z,value factor 0.89 也能日入100刀+的分享,https://support.worldquantbrain.com/hc/en-us/community/posts/43532701388183,lessons,synthesized,0,True,04-platform/portfolio-osmosis.md -43529892515095,2026-09-16T12:01:08Z,2026-09-17T07:46:24Z,【白嫖】deepseek全系列，GLM全系列等等大模型token。,https://support.worldquantbrain.com/hc/en-us/community/posts/43529892515095,ai,screened,0,True, -43529216017047,2026-09-16T11:16:16Z,2026-09-17T22:45:37Z,【Alpha Idea】价值动量分位与高相关度新闻的 AMR 因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43529216017047,ideas,screened,1,True, -43529198653719,2026-09-16T11:15:35Z,2026-09-18T00:35:08Z,从 Theme 到 Osmosis：如何用好 Multiplier，提高每日收入,https://support.worldquantbrain.com/hc/en-us/community/posts/43529198653719,portfolio,synthesized,1,True,04-platform/portfolio-osmosis.md -43527457608087,2026-09-16T08:21:50Z,2026-09-17T23:29:33Z,一阶、二阶，你真的用熟练了吗？——聊聊字段挖掘、ts_backfill 和 winsorize,https://support.worldquantbrain.com/hc/en-us/community/posts/43527457608087,data,screened,0,True, -43527309427863,2026-09-16T08:02:21Z,2026-09-17T02:48:41Z,招聘：BRAIN Researcher（北京/上海）,https://support.worldquantbrain.com/hc/en-us/community/posts/43527309427863,events,screened,0,True, -43524498271895,2026-09-16T02:43:02Z,2026-09-18T01:49:26Z,【Alpha Idea】analyst10数据集 - 分析师预期差异构建alpha信号,https://support.worldquantbrain.com/hc/en-us/community/posts/43524498271895,ideas,synthesized,0,True,01-alpha-ideas/relationship-and-extension-cards.md -43524503109655,2026-09-16T02:42:26Z,2026-09-18T00:09:40Z,【代码分享】 OS Alpha 批量重跑 Region-Agnostic：两个脚本筛出 ARC2026 候选（附完整代码）,https://support.worldquantbrain.com/hc/en-us/community/posts/43524503109655,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md -43508107778711,2026-09-15T15:48:52Z,2026-09-17T15:40:06Z,【Alpha Idea】彩票偏好与MAX效应：把一篇JFE经典论文搬进BRAIN的完整复现,https://support.worldquantbrain.com/hc/en-us/community/posts/43508107778711,ideas,synthesized,0,True,01-alpha-ideas/data-template-cards.md -43502970330647,2026-09-15T13:07:27Z,2026-09-17T03:44:55Z,马斯克五步工作法对构建 Alpha 的启发,https://support.worldquantbrain.com/hc/en-us/community/posts/43502970330647,lessons,screened,0,True, -43501264459799,2026-09-15T11:56:58Z,2026-09-17T08:30:11Z,【Alpha Idea】关于同源信号与噪声对冲,https://support.worldquantbrain.com/hc/en-us/community/posts/43501264459799,ideas,synthesized,0,True,01-alpha-ideas/relationship-and-extension-cards.md -43500671638551,2026-09-15T11:16:50Z,2026-09-18T01:23:36Z,【Alpha Idea】别再说GLB不好跑了！周频量价分位概率信号的运营效率正交化在全球市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43500671638551,ideas,synthesized,0,True,01-alpha-ideas/relationship-and-extension-cards.md -43499065604247,2026-09-15T08:52:19Z,2026-09-17T23:22:13Z,10个超级高效好用的ARC/GLB模板，再不刷就没有了/(ㄒoㄒ)/~~,https://support.worldquantbrain.com/hc/en-us/community/posts/43499065604247,guides,screened,3,True, -43498120902807,2026-09-15T07:00:06Z,2026-09-18T01:55:47Z,【9月主题活动】：参与 ARC2026比赛，满足条件可获得100积分,https://support.worldquantbrain.com/hc/en-us/community/posts/43498120902807,events,synthesized,0,True,04-platform/current-updates.md -43477475833623,2026-09-14T15:19:47Z,2026-09-17T02:23:53Z,WorkBuddy 国际版限时薅羊毛 — DeepSeek-V4.1-Flash 免费两周,https://support.worldquantbrain.com/hc/en-us/community/posts/43477475833623,ai,screened,0,True, -43467733543319,2026-09-14T06:01:13Z,2026-09-18T00:18:10Z,grill-engineering：用 grill-me 拆解量化工具需求，让 Codex 自动开发、验收和修复,https://support.worldquantbrain.com/hc/en-us/community/posts/43467733543319,engineering,screened,0,True, -43456876189975,2026-09-13T13:36:55Z,2026-09-17T02:25:37Z,薅羊毛 免费使用deepseek v4 flash 0731,https://support.worldquantbrain.com/hc/en-us/community/posts/43456876189975,ai,screened,0,True, -43438866840343,2026-09-12T07:17:13Z,2026-09-17T07:41:13Z,【复盘】OS Comb：6 月 3.3+ → 7 月 3.5+（8 月尚未更新）,https://support.worldquantbrain.com/hc/en-us/community/posts/43438866840343,lessons,synthesized,0,True,09-experience-lessons/failure-casebook.md -43412659932439,2026-09-11T08:31:39Z,2026-09-16T15:43:39Z,华为云免费领每日1000万Token,https://support.worldquantbrain.com/hc/en-us/community/posts/43412659932439,ai,screened,0,True, -43411841446423,2026-09-11T06:53:58Z,2026-09-17T02:37:28Z,【限时羊毛】商汤新AI平台新人福利：0.99元月卡得35万积分+20元无门槛代金券！,https://support.worldquantbrain.com/hc/en-us/community/posts/43411841446423,ai,screened,0,True, -43411029872407,2026-09-11T05:10:41Z,2026-09-17T15:41:12Z,【大羊毛】白嫖 2 周 DeepSeek V4.1 Flash！,https://support.worldquantbrain.com/hc/en-us/community/posts/43411029872407,ai,screened,0,True, -43410200668823,2026-09-11T03:37:00Z,2026-09-17T03:40:30Z,Region Agnostic Alpha 全解析 + 老Alpha重跑ARC候选脚本 + ARC2026参赛攻略,https://support.worldquantbrain.com/hc/en-us/community/posts/43410200668823,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md -43392142641175,2026-09-10T15:11:04Z,2026-09-17T23:40:03Z,分享个 ZCode 手机远程挖Alpha的玩法+【限时薅羊毛】GLM-5.3-Flash 每晚免费挖 alpha，9 月 20 号截止！,https://support.worldquantbrain.com/hc/en-us/community/posts/43392142641175,ai,screened,0,True, -43387710095895,2026-09-10T12:45:53Z,2026-09-17T15:42:07Z,限时免费GLM-5.3 活动分享,https://support.worldquantbrain.com/hc/en-us/community/posts/43387710095895,ai,screened,0,True, -43383826751127,2026-09-10T08:06:07Z,2026-09-18T01:24:08Z,【差生文具多】WQAPP 1.04版本(添加回测和六维排名功能),https://support.worldquantbrain.com/hc/en-us/community/posts/43383826751127,engineering,screened,0,True, -43367979867031,2026-09-09T17:45:47Z,2026-09-17T17:15:33Z,vf涨啦！！！开心开心开心,https://support.worldquantbrain.com/hc/en-us/community/posts/43367979867031,lessons,screened,0,True, -43322749748503,2026-09-08T06:39:02Z,2026-09-18T00:45:35Z,【Alpha Idea】招聘变化与业务扩张：hiring_trends 在 USA 市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43322749748503,ideas,screened,0,True, -43322521365143,2026-09-08T06:16:19Z,2026-09-17T03:45:32Z,【Region-Agnostic】一键批量将所有OS Regular Alpha 重跑为 ALL/D1 的脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/43322521365143,engineering,synthesized,5,True,03-engineering/2026-operating-lessons.md -43322480595991,2026-09-08T06:04:54Z,2026-09-17T17:15:28Z,【SPC实战】SPC 提交 API 抓包与全自动化：告别表单手填（附完整代码）,https://support.worldquantbrain.com/hc/en-us/community/posts/43322480595991,engineering,synthesized,0,True,04-platform/spc.md -43320471694999,2026-09-08T02:27:17Z,2026-09-18T00:02:05Z,05-AI精选合集：创建一个具有BRAIN全部知识、金融博士、计算机博士的免费助手,https://support.worldquantbrain.com/hc/en-us/community/posts/43320471694999,guides,synthesized,0,True,02-ai-mining/2026-methods-and-failures.md -43320365312023,2026-09-08T02:20:53Z,2026-09-17T03:46:02Z,新顾问福利：Grand Master 1v1 Advisory 答疑辅导,https://support.worldquantbrain.com/hc/en-us/community/posts/43320365312023,events,synthesized,0,True,04-platform/current-updates.md -43319751480599,2026-09-08T01:23:57Z,2026-09-17T15:58:00Z,【Alpha Idea】期权价格行业残差动量：opt1 在 IND 市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43319751480599,ideas,screened,0,True, -43319649278359,2026-09-08T01:16:05Z,2026-09-17T03:46:33Z,严正公告：严禁将 BRAIN 平台内容发布至第三方平台,https://support.worldquantbrain.com/hc/en-us/community/posts/43319649278359,general,synthesized,2,True,04-platform/current-updates.md -43309848501783,2026-09-07T15:47:18Z,2026-09-17T03:46:07Z,【比赛攻略】ARC2026 全区域赛（All Region Competition 2026）一文读懂：赛制、评分、奖金与冲榜技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/43309848501783,events,synthesized,1,True,04-platform/current-updates.md -43308165478935,2026-09-07T14:23:14Z,2026-09-17T17:15:15Z,【Alpha Idea】当两套“行业分类”开始吵架：用另类聚类标签的时序协方差，在 JPN 做一个 2.8% 换手的 Cluster Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/43308165478935,ideas,synthesized,0,True,01-alpha-ideas/relationship-and-extension-cards.md -43307320610583,2026-09-07T13:40:35Z,2026-09-17T20:26:21Z,【Alpha Idea】投资者注意力因子的尝试（Sharpe 0.37→3.08，fitness0.21→2.38）,https://support.worldquantbrain.com/hc/en-us/community/posts/43307320610583,ideas,screened,0,True, -43299585796247,2026-09-07T01:40:19Z,2026-09-17T03:47:37Z,【效率工具】ALphaSubmitter — 本地 WebUI 批量提交 Alpha 自动化工具（智能限流重试 + AI 自动写描述）,https://support.worldquantbrain.com/hc/en-us/community/posts/43299585796247,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md -43287990820375,2026-09-06T08:22:50Z,2026-09-17T06:44:29Z,【 Python Alpha 挑战赛】：工作流分享和从 21 个已提交OS的 Alpha 中归纳的夺冠经验,https://support.worldquantbrain.com/hc/en-us/community/posts/43287990820375,ai,metadata_only,0,True, -43269155035799,2026-09-05T02:52:22Z,2026-09-17T03:52:16Z,【电子鸡蛋】免费AI站点（公益站）分享,https://support.worldquantbrain.com/hc/en-us/community/posts/43269155035799,ai,synthesized,1,True,02-ai-mining/2026-methods-and-failures.md -43208281917591,2026-09-03T02:27:56Z,2026-09-17T03:41:10Z,03-【进阶学习】Super Alpha 每日获得额外1-60USD，来此学习,https://support.worldquantbrain.com/hc/en-us/community/posts/43208281917591,portfolio,synthesized,0,True,04-platform/superalpha-collection-review.md -43181411147287,2026-09-02T10:44:26Z,2026-09-17T03:41:15Z,【Alpha Idea】谁在付 Spread？——订单流攻击性、半衰期分层与一个双引擎架构的诞生,https://support.worldquantbrain.com/hc/en-us/community/posts/43181411147287,ideas,synthesized,2,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md -43179860065303,2026-09-02T08:17:04Z,2026-09-17T03:41:49Z,"【Alpha Idea】维基百科关注度的""突压""信号(sent)在德国DEU市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179860065303,ideas,synthesized,3,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md -43179521660823,2026-09-02T07:35:26Z,2026-09-17T03:41:53Z,"【Alpha Idea】不看幅度看""显著性""：一个信噪比（SNR）模板在 USA / GLB / EUR 三个市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179521660823,ideas,synthesized,1,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md -43179259800471,2026-09-02T07:12:12Z,2026-09-16T18:11:13Z,02-【进阶学习】API优化、模版、自制数据、wqb、本地自相关检测等进阶合集,https://support.worldquantbrain.com/hc/en-us/community/posts/43179259800471,guides,synthesized,0,True,03-engineering/advanced-collection-review.md -43178926004887,2026-09-02T06:35:19Z,2026-09-17T09:45:28Z,"【Alpha Idea】内部人""动了多少仓位""比""动了多少钱""更重要 —— DEU 市场内部人信念强度因子（含一次""不是调参的 tail""）",https://support.worldquantbrain.com/hc/en-us/community/posts/43178926004887,ideas,synthesized,0,True,01-alpha-ideas/data-template-cards.md -43151729306647,2026-09-01T13:11:24Z,2026-09-17T03:55:48Z,【Alpha Idea】机构持仓变化与拥挤反转：institutions18 在 GLB 市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43151729306647,ideas,synthesized,0,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md -43147371557015,2026-09-01T08:24:29Z,2026-09-17T03:42:55Z,【9月主题活动】Alpha Idea and Implementation 征文活动 —— 展现你的研究实力！,https://support.worldquantbrain.com/hc/en-us/community/posts/43147371557015,events,synthesized,0,True,00-restart/2026-timeline.md;04-platform/current-updates.md;06-sources/curated.md;09-experience-lessons/competition-evidence.md -43087031637527,2026-08-29T05:39:26Z,2026-09-17T03:52:07Z,【免费AI工具使用】之 ZCode 桌面版 【3亿token 免费】GLM5.3模型,https://support.worldquantbrain.com/hc/en-us/community/posts/43087031637527,events,screened,0,True, -43085454784535,2026-08-29T02:21:57Z,2026-09-17T03:47:16Z,本地check ppc的完整方法及代码，助你GLB PPA开发一臂之力,https://support.worldquantbrain.com/hc/en-us/community/posts/43085454784535,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md;08-alpha-optimization/portfolio-and-correlation.md -43067045830679,2026-08-28T14:10:52Z,2026-09-16T15:58:06Z,分享一下ZCode送3亿GLM‑5.3‑Flash 模型 token活动。,https://support.worldquantbrain.com/hc/en-us/community/posts/43067045830679,events,screened,0,True, -43058251853847,2026-08-28T02:23:03Z,2026-09-17T03:48:20Z,获取 WorldQuant 每天剩余回测次数、已回测次数,https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md -43031577079575,2026-08-27T08:00:38Z,2026-09-17T03:48:24Z,新人顾问心得，尝试通过Robust测试（一边修改一边写帖子）,https://support.worldquantbrain.com/hc/en-us/community/posts/43031577079575,lessons,synthesized,0,True,09-experience-lessons/failure-casebook.md -43031425132823,2026-08-27T07:41:24Z,2026-09-17T03:48:28Z,和AI学点手搓小知识-vec操作符解析,https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823,optimization,screened,0,True, -43030071187479,2026-08-27T02:21:08Z,2026-09-16T18:11:11Z,01-【新人必读】新顾问入门指南！,https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479,guides,screened,1,True, -43006316208151,2026-08-26T12:39:42Z,2026-09-17T03:48:59Z,【组合层心法】Combined Alpha 冲 2.0 不是堆出来的：一条四季爬升线里的少交比多交强,https://support.worldquantbrain.com/hc/en-us/community/posts/43006316208151,portfolio,synthesized,0,True,08-alpha-optimization/portfolio-and-correlation.md -43002825233687,2026-08-26T08:04:33Z,2026-09-17T03:49:03Z,🌟 玩转 Osmosis：让你的 Alphas 成为最高 2 倍收益放大器！(机制详解与实操指南),https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687,portfolio,synthesized,2,True,04-platform/portfolio-osmosis.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md -42981290349463,2026-08-25T14:24:44Z,2026-09-17T03:49:08Z,一个skill让AI不再混信号,https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463,ai,synthesized,0,True,02-ai-mining/2026-methods-and-failures.md -42975079714839,2026-08-25T08:53:50Z,2026-09-16T16:03:56Z,免费体验 MiniMax‑M3！GMI Cloud 限时 14 天无限制调用福利,https://support.worldquantbrain.com/hc/en-us/community/posts/42975079714839,events,screened,0,True, -42972530812183,2026-08-25T03:58:37Z,2026-09-17T03:49:37Z,Region Agnostic Alpha (RAA) 详解 — 新手入门指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183,general,screened,0,True, -42955680180247,2026-08-24T16:05:41Z,2026-09-17T03:49:42Z,【SPC实战】信号衰减5-7天：数据源“时效性”比“全面性”更重要,https://support.worldquantbrain.com/hc/en-us/community/posts/42955680180247,general,synthesized,0,True,04-platform/spc.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md -42945861800983,2026-08-24T09:08:41Z,2026-09-17T03:49:46Z,【🐉龙虎榜·卷四】季度奖揭榜，VF 为纲——谁人乘龙，谁人执印？,https://support.worldquantbrain.com/hc/en-us/community/posts/42945861800983,events,screened,0,True, +43707725916311,2026-09-23T17:17:55Z,2026-09-24T16:48:43Z,Muse AI 新用户福利复核：2 核 8G VM + 每周模型额度，领取前先看这份避坑清单,https://support.worldquantbrain.com/hc/en-us/community/posts/43707725916311,guides,screened,0,True, +43697122246551,2026-09-23T10:31:26Z,2026-09-25T00:42:00Z,[AI工具]让AI打工人、DSH等Agent使用workbuddy积分和模型,https://support.worldquantbrain.com/hc/en-us/community/posts/43697122246551,ai,screened,0,True, +43692787685015,2026-09-23T02:23:47Z,2026-09-24T16:36:24Z,【Python Alpha 思路】用 PCA 自建风险模型做特质残差反转（IND/D1）,https://support.worldquantbrain.com/hc/en-us/community/posts/43692787685015,ideas,synthesized,0,True,02-ai-mining/python-alpha.md +43680238420247,2026-09-22T17:33:59Z,2026-09-24T16:48:44Z,实测可用的 API Token 羊毛：阿里云百炼新用户免费额度，附自动停机和成本避坑清单,https://support.worldquantbrain.com/hc/en-us/community/posts/43680238420247,guides,screened,0,True, +43675920891799,2026-09-22T15:25:59Z,2026-09-24T22:15:31Z,怎么把排版好的 HTML 直接发到论坛：一套验证过的流程（附 skill 与脚本）,https://support.worldquantbrain.com/hc/en-us/community/posts/43675920891799,engineering,screened,0,True, +43673210106007,2026-09-22T14:04:40Z,2026-09-24T06:18:47Z,【总导航】顾问专属中文论坛知识目录：研究、工具、收入与活动,https://support.worldquantbrain.com/hc/en-us/community/posts/43673210106007,general,screened,0,True, +43673234180503,2026-09-22T14:04:25Z,2026-09-24T12:44:03Z,【专题合集】工具、API 与 AI 工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/43673234180503,general,screened,0,True, +43673204556695,2026-09-22T14:04:10Z,2026-09-24T12:44:20Z,【专题合集】Alpha 研究与组合,https://support.worldquantbrain.com/hc/en-us/community/posts/43673204556695,general,screened,0,True, +43673180731543,2026-09-22T14:03:54Z,2026-09-24T12:44:51Z,【专题合集】论文到 Alpha 与研究案例,https://support.worldquantbrain.com/hc/en-us/community/posts/43673180731543,general,screened,0,True, +43673137717271,2026-09-22T14:02:28Z,2026-09-24T12:45:13Z,【专题合集】API 与开发工具合集,https://support.worldquantbrain.com/hc/en-us/community/posts/43673137717271,general,screened,0,True, +43673093555607,2026-09-22T14:02:14Z,2026-09-24T12:45:39Z,【专题合集】AI 工具与工作流合集,https://support.worldquantbrain.com/hc/en-us/community/posts/43673093555607,general,screened,0,True, +43673091498775,2026-09-22T14:02:00Z,2026-09-24T12:46:08Z,【专题合集】顾问收入与成长,https://support.worldquantbrain.com/hc/en-us/community/posts/43673091498775,general,screened,0,True, +43673080644375,2026-09-22T14:01:42Z,2026-09-24T12:46:28Z,【专题合集】比赛、活动与培训,https://support.worldquantbrain.com/hc/en-us/community/posts/43673080644375,general,screened,0,True, +43673068921751,2026-09-22T14:01:26Z,2026-09-24T12:46:53Z,【专题合集】数据与研究基础,https://support.worldquantbrain.com/hc/en-us/community/posts/43673068921751,general,screened,0,True, +43673076261399,2026-09-22T14:01:12Z,2026-09-24T17:00:06Z,【专题合集】Super Alpha 学习合集,https://support.worldquantbrain.com/hc/en-us/community/posts/43673076261399,general,screened,0,True, +43672994079895,2026-09-22T14:00:01Z,2026-09-24T12:47:42Z,【专题合集】Machine Alpha 与模板研究,https://support.worldquantbrain.com/hc/en-us/community/posts/43672994079895,general,screened,0,True, +43672992820247,2026-09-22T13:59:46Z,2026-09-24T12:48:12Z,【专题合集】顾问收入与成长经验合集,https://support.worldquantbrain.com/hc/en-us/community/posts/43672992820247,general,screened,0,True, +43673007313559,2026-09-22T13:59:32Z,2026-09-24T12:48:34Z,【专题合集】Value Factor,https://support.worldquantbrain.com/hc/en-us/community/posts/43673007313559,general,screened,0,True, +43672990651671,2026-09-22T13:59:18Z,2026-09-24T12:48:57Z,【专题合集】成长经历与经验交流,https://support.worldquantbrain.com/hc/en-us/community/posts/43672990651671,general,screened,0,True, +43673003345431,2026-09-22T13:59:03Z,2026-09-24T12:49:15Z,【专题合集】数据存储、日志与本地分析,https://support.worldquantbrain.com/hc/en-us/community/posts/43673003345431,general,screened,0,True, +43673002037271,2026-09-22T13:58:49Z,2026-09-24T12:49:45Z,【专题合集】稳健性、过拟合与风险,https://support.worldquantbrain.com/hc/en-us/community/posts/43673002037271,general,screened,0,True, +43672949099543,2026-09-22T13:57:34Z,2026-09-24T12:50:21Z,【专题合集】Python Alpha 方法与实践,https://support.worldquantbrain.com/hc/en-us/community/posts/43672949099543,general,screened,0,True, +43672913244055,2026-09-22T13:57:19Z,2026-09-24T13:24:20Z,【专题合集】PnL、OS 与组合绩效复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/43672913244055,general,screened,0,True, +43672896610327,2026-09-22T13:57:05Z,2026-09-23T10:28:11Z,【专题合集】其他比赛与历届资料,https://support.worldquantbrain.com/hc/en-us/community/posts/43672896610327,general,screened,0,True, +43672895643159,2026-09-22T13:56:51Z,2026-09-24T11:44:48Z,【专题合集】Osmosis 分配与策略,https://support.worldquantbrain.com/hc/en-us/community/posts/43672895643159,general,screened,0,True, +43672894596759,2026-09-22T13:56:37Z,2026-09-24T11:45:17Z,【专题合集】限时 AI 福利与资源优惠,https://support.worldquantbrain.com/hc/en-us/community/posts/43672894596759,general,screened,0,True, +43672893547159,2026-09-22T13:56:22Z,2026-09-24T11:45:42Z,【专题合集】研究方法与实验设计,https://support.worldquantbrain.com/hc/en-us/community/posts/43672893547159,general,screened,0,True, +43672897463447,2026-09-22T13:54:40Z,2026-09-24T11:46:13Z,【专题合集】价量、动量与交易行为,https://support.worldquantbrain.com/hc/en-us/community/posts/43672897463447,general,screened,0,True, +43672866800151,2026-09-22T13:54:25Z,2026-09-24T11:46:47Z,【专题合集】基本面、财报与估值,https://support.worldquantbrain.com/hc/en-us/community/posts/43672866800151,general,screened,0,True, +43672872732823,2026-09-22T13:54:11Z,2026-09-24T11:47:12Z,【专题合集】数据推荐与数据集探索 | 2/2 | 2023-12-26 - 2024-12-12,https://support.worldquantbrain.com/hc/en-us/community/posts/43672872732823,general,screened,0,True, +43672864698391,2026-09-22T13:53:58Z,2026-09-24T11:47:39Z,【专题合集】数据推荐与数据集探索 | 1/2 | 2025-03-29 - 2026-07-24,https://support.worldquantbrain.com/hc/en-us/community/posts/43672864698391,general,screened,0,True, +43672842233239,2026-09-22T13:53:42Z,2026-09-24T11:48:00Z,【专题合集】相关性、聚类与差异化,https://support.worldquantbrain.com/hc/en-us/community/posts/43672842233239,general,screened,0,True, +43672811809431,2026-09-22T13:53:28Z,2026-09-24T11:48:20Z,【专题合集】批量模拟、提交与任务调度 | 2/2 | 2024-10-31 - 2025-06-25,https://support.worldquantbrain.com/hc/en-us/community/posts/43672811809431,general,screened,0,True, +43672789503511,2026-09-22T13:52:04Z,2026-09-24T11:48:41Z,【专题合集】批量模拟、提交与任务调度 | 1/2 | 2025-07-09 - 2026-09-07,https://support.worldquantbrain.com/hc/en-us/community/posts/43672789503511,general,screened,0,True, +43672777220119,2026-09-22T13:51:49Z,2026-09-24T11:49:02Z,【专题合集】API 认证、限流与故障排查,https://support.worldquantbrain.com/hc/en-us/community/posts/43672777220119,general,screened,0,True, +43672753788183,2026-09-22T13:51:36Z,2026-09-24T11:49:26Z,【专题合集】自动研究与多 Agent 工作流 | 2/2 | 2024-12-03 - 2025-12-27,https://support.worldquantbrain.com/hc/en-us/community/posts/43672753788183,general,screened,0,True, +43672797640727,2026-09-22T13:51:23Z,2026-09-24T11:49:45Z,【专题合集】自动研究与多 Agent 工作流 | 1/2 | 2026-01-07 - 2026-09-20,https://support.worldquantbrain.com/hc/en-us/community/posts/43672797640727,general,screened,0,True, +43672751791255,2026-09-22T13:51:08Z,2026-09-24T11:50:17Z,【专题合集】Agent、Skills、MCP 与提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/43672751791255,general,screened,0,True, +43672750687255,2026-09-22T13:50:54Z,2026-09-24T11:50:48Z,【专题合集】安装、模型接入与运行环境 | 2/2 | 2024-12-07 - 2025-12-26,https://support.worldquantbrain.com/hc/en-us/community/posts/43672750687255,general,screened,0,True, +43672692989079,2026-09-22T13:49:20Z,2026-09-24T11:51:05Z,【专题合集】安装、模型接入与运行环境 | 1/2 | 2026-01-12 - 2026-09-22,https://support.worldquantbrain.com/hc/en-us/community/posts/43672692989079,general,screened,0,True, +43671209737367,2026-09-22T12:56:41Z,2026-09-22T14:10:32Z,【工具合集】浏览器插件与界面工具：28 篇社区帖分类索引,https://support.worldquantbrain.com/hc/en-us/community/posts/43671209737367,general,screened,0,True, +43668758984983,2026-09-22T10:36:54Z,2026-09-24T06:23:49Z,[Alpha Idea] 从近期论文里挖出的 18 个 Alpha 创意：做空行为、供应链情绪、会计质量与方法论更新,https://support.worldquantbrain.com/hc/en-us/community/posts/43668758984983,ideas,screened,0,True, +43668003395479,2026-09-22T09:19:16Z,2026-09-24T06:23:50Z,【Alpha Idea】港股高拥挤度破局：基于做空筹码枯竭与基本面预期的正交架构实践,https://support.worldquantbrain.com/hc/en-us/community/posts/43668003395479,ideas,screened,0,True, +43667663050135,2026-09-22T08:40:21Z,2026-09-24T16:52:02Z,[顾问专属中文论坛]一次Python alpha优化让我第一次触摸到了RA天花板--60刀,https://support.worldquantbrain.com/hc/en-us/community/posts/43667663050135,lessons,screened,0,True, +43664934643735,2026-09-22T03:23:41Z,2026-09-24T15:16:29Z,又一个可白嫖的国内AI大模型【星辰智能体】,https://support.worldquantbrain.com/hc/en-us/community/posts/43664934643735,ai,screened,0,True, +43664812749207,2026-09-22T03:11:13Z,2026-09-24T21:47:32Z,vf从0.94跌到0.16，我的一点经验教训,https://support.worldquantbrain.com/hc/en-us/community/posts/43664812749207,lessons,screened,0,True, +43664586269847,2026-09-22T02:54:49Z,2026-09-24T21:47:32Z,免费AI系列: 阿里百炼：多类模型各送 共计100 万token!,https://support.worldquantbrain.com/hc/en-us/community/posts/43664586269847,general,screened,0,True, +43664218254615,2026-09-22T02:21:25Z,2026-09-24T11:54:03Z,【工具分享】Codex 额度烧光就收工？BrainMCP 接上网页版，继续薅回测效率的羊毛！,https://support.worldquantbrain.com/hc/en-us/community/posts/43664218254615,guides,screened,0,True, +43661220835351,2026-09-21T22:56:51Z,2026-09-24T21:45:49Z,对Cluster Alpha的研究,https://support.worldquantbrain.com/hc/en-us/community/posts/43661220835351,guides,screened,0,True, +43657620679319,2026-09-21T20:59:59Z,2026-09-24T22:15:22Z,[Comprehensive Alpha Can Do] wqb_cli 0.6.1：给 AI 手脚让研究走出工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/43657620679319,engineering,screened,0,True, +43645596166935,2026-09-21T15:00:56Z,2026-09-24T11:55:09Z,VF0.76也能拿到不低的base，下限低但上限不低,https://support.worldquantbrain.com/hc/en-us/community/posts/43645596166935,general,screened,0,True, +43645075850263,2026-09-21T14:45:14Z,2026-09-24T12:58:58Z,Triple Win！vf/combine/PAC猛猛提升,https://support.worldquantbrain.com/hc/en-us/community/posts/43645075850263,lessons,screened,0,True, +43640747372695,2026-09-21T12:18:07Z,2026-09-24T21:44:47Z,"【Python Alpha】复现""傅里叶变换""帖子时我挖出的 4 个坑（附修正版代码）",https://support.worldquantbrain.com/hc/en-us/community/posts/43640747372695,engineering,synthesized,0,True,02-ai-mining/python-alpha.md +43640156579479,2026-09-21T11:50:24Z,2026-09-24T11:56:43Z,【AI大模型】OpenCode接入商汤科技模型SenseNova 6.8 Flash-Lite（主要是免费好用）,https://support.worldquantbrain.com/hc/en-us/community/posts/43640156579479,ai,screened,0,True, +43638422558103,2026-09-21T09:21:08Z,2026-09-24T16:48:45Z,别用随机切分验证Alpha：一套可落地的时间前推与冻结流程,https://support.worldquantbrain.com/hc/en-us/community/posts/43638422558103,lessons,synthesized,0,True,05-research-practice/validation.md +43638016864663,2026-09-21T08:38:43Z,2026-09-24T22:15:13Z,快速理解Quick Mode vs. Full Mode,https://support.worldquantbrain.com/hc/en-us/community/posts/43638016864663,guides,screened,0,True, +43635948798103,2026-09-21T04:18:38Z,2026-09-24T16:46:41Z,vf0.16 到vf0.9 2🔪到60🔪我的来时路,https://support.worldquantbrain.com/hc/en-us/community/posts/43635948798103,general,screened,0,True, +43635186227095,2026-09-21T02:51:44Z,2026-09-24T08:16:17Z,[ARC2026] 区域无关 Alpha 挖掘 Skill（附可安装源码）,https://support.worldquantbrain.com/hc/en-us/community/posts/43635186227095,guides,screened,1,True, +43634114924311,2026-09-21T01:04:56Z,2026-09-24T16:44:48Z,Trae CN / WorkBuddy 每日签到自动化脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/43634114924311,engineering,screened,0,True, +43627819012247,2026-09-20T16:10:12Z,2026-09-24T16:53:36Z,基元律动API接入trae问题解决,https://support.worldquantbrain.com/hc/en-us/community/posts/43627819012247,engineering,screened,0,True, +43624468771863,2026-09-20T10:58:19Z,2026-09-24T16:56:04Z,"【Alpha Idea】谁在砸盘，砸完就反弹：KOR 投资者「卖/买比」一周峰值反转因子（Sharpe 2.43，16 组消融 + 一次""提交后才发现 decay 30 更好""的翻车）",https://support.worldquantbrain.com/hc/en-us/community/posts/43624468771863,ideas,screened,0,True, +43624302417559,2026-09-20T10:25:00Z,2026-09-24T16:55:24Z,"【Alpha Idea】Sharpe 6.24 的 GLB alpha，怎么从 prod 0.79 压到 0.68？拥挤 ML 字段的""换参照系""双桶法（15 条消融实测）",https://support.worldquantbrain.com/hc/en-us/community/posts/43624302417559,optimization,synthesized,0,True,08-alpha-optimization/portfolio-and-correlation.md +43624312881943,2026-09-20T10:23:41Z,2026-09-24T16:55:24Z,"【Alpha Idea】同一个排序，方差版能提交、标准差版被拦：ASI 借券费率""突然变贵""因子，顺便解剖 robust 闸门那个 0.9 的秘密",https://support.worldquantbrain.com/hc/en-us/community/posts/43624312881943,optimization,synthesized,0,True,01-alpha-ideas/data-template-cards.md +43623479962007,2026-09-20T08:15:22Z,2026-09-24T13:29:02Z,关于如何用多 Agent 管理 BRAIN Alpha 工作流研究第一期（本研究内容一共分为三期）,https://support.worldquantbrain.com/hc/en-us/community/posts/43623479962007,engineering,synthesized,2,True,03-engineering/2026-operating-lessons.md +43622938025623,2026-09-20T06:35:44Z,2026-09-24T06:24:50Z,【免费AI系列】阶跃星辰 Step Plan 最高 75 天免费，附接入 Claude Code / OpenAI SDK 姿势,https://support.worldquantbrain.com/hc/en-us/community/posts/43622938025623,general,screened,0,True, +43621508774423,2026-09-20T03:16:17Z,2026-09-24T06:24:51Z,【薅羊毛】注册stepfun，即可领免费 plus 会员！！,https://support.worldquantbrain.com/hc/en-us/community/posts/43621508774423,general,screened,0,True, +43620895448343,2026-09-20T02:07:32Z,2026-09-24T02:56:53Z,"【Alpha Idea】财报电话会的""情绪概率差""——EUR 市场的事件情绪因子与""低相关性""设计",https://support.worldquantbrain.com/hc/en-us/community/posts/43620895448343,ideas,synthesized,2,True,01-alpha-ideas/data-template-cards.md +43609422558231,2026-09-19T10:43:59Z,2026-09-24T06:24:52Z,【工作流分享】从库存作废到 6 周 49 个提交：我现在的 AI WorldQuant流程,https://support.worldquantbrain.com/hc/en-us/community/posts/43609422558231,ai,screened,0,True, +43608665762839,2026-09-19T08:55:04Z,2026-09-24T22:06:05Z,【Alpha Idea】共同权益占总资产稳定性在亚洲(ASI)低波动市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43608665762839,ideas,screened,0,True, +43592107256215,2026-09-18T16:19:48Z,2026-09-24T15:59:10Z,【Alpha Idea · 长文】从 0.47 到 2.18：一个 GLB 内部人卖压信号的完整研究记录——四次证伪、一次诊断和一次掩码,https://support.worldquantbrain.com/hc/en-us/community/posts/43592107256215,lessons,screened,0,True, +43589077012759,2026-09-18T14:43:36Z,2026-09-24T16:29:24Z,如何提高 Value Factor：让新 Alpha 真正增加组合价值,https://support.worldquantbrain.com/hc/en-us/community/posts/43589077012759,lessons,synthesized,4,True,08-alpha-optimization/portfolio-and-correlation.md +43579731096983,2026-09-18T02:40:22Z,2026-09-24T16:29:34Z,Community Score 是怎么算的？这个季度还有3种方式帮你涨分！,https://support.worldquantbrain.com/hc/en-us/community/posts/43579731096983,events,screened,0,True, +43562519639063,2026-09-17T14:51:09Z,2026-09-24T08:18:57Z,被大部分顾问忽略了的基本设置 - NanHandling到底设置成ON还是OFF,https://support.worldquantbrain.com/hc/en-us/community/posts/43562519639063,engineering,synthesized,0,True,07-professional-knowledge/data-and-signal-semantics.md +43561782887575,2026-09-17T14:27:01Z,2026-09-24T16:29:39Z,如何提高 Base Payment：交满配额、每天行动与常见误区,https://support.worldquantbrain.com/hc/en-us/community/posts/43561782887575,portfolio,synthesized,1,True,04-platform/portfolio-osmosis.md +43556223197335,2026-09-17T09:44:58Z,2026-09-24T15:24:43Z,0配置注册就能用！免费大模型 DeepSeek V4.1 Flash ，GLM 5.3 Flash,https://support.worldquantbrain.com/hc/en-us/community/posts/43556223197335,ai,screened,1,True, +43554011933847,2026-09-17T05:33:43Z,2026-09-24T16:48:46Z,WorkBuddy体验「腾讯轻量云」专家：免费领取1个月轻量应用服务器,https://support.worldquantbrain.com/hc/en-us/community/posts/43554011933847,ai,screened,0,True, +43541109631895,2026-09-16T18:05:26Z,2026-09-24T16:52:56Z,【Alpha Idea】从「搜索量」到「新闻密度」：把一篇注意力反转论文迁移成可复用的 alpha 模板,https://support.worldquantbrain.com/hc/en-us/community/posts/43541109631895,ideas,synthesized,4,True,01-alpha-ideas/data-template-cards.md;07-professional-knowledge/data-and-signal-semantics.md +43540418549527,2026-09-16T17:44:56Z,2026-09-24T21:45:50Z,【经验分享】伪灵根天崩开局，负Combine如何逆袭GM？（下篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/43540418549527,lessons,synthesized,0,True,09-experience-lessons/failure-casebook.md +43540397996311,2026-09-16T17:44:30Z,2026-09-24T21:45:49Z,【经验分享】伪灵根天崩开局，负Combine如何逆袭GM？（上篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/43540397996311,lessons,synthesized,0,True,09-experience-lessons/failure-casebook.md +43536370604567,2026-09-16T15:50:20Z,2026-09-24T21:43:44Z,同源信号做差，PC 一定会降——但这不等于你做出了新东西,https://support.worldquantbrain.com/hc/en-us/community/posts/43536370604567,optimization,synthesized,3,True,01-alpha-ideas/relationship-and-extension-cards.md +43534263049239,2026-09-16T14:44:06Z,2026-09-24T16:46:04Z,【Alpha Idea】同源披露节奏差：insider × institution 残差对冲的周频化思路,https://support.worldquantbrain.com/hc/en-us/community/posts/43534263049239,ideas,screened,0,True, +43534262443287,2026-09-16T14:43:59Z,2026-09-24T16:46:04Z,ARC2026 冲刺清单：把存量 OS 变成 RA 候选的三轮筛选流水线,https://support.worldquantbrain.com/hc/en-us/community/posts/43534262443287,guides,screened,0,True, +43532701388183,2026-09-16T13:52:41Z,2026-09-24T22:04:47Z,value factor 0.89 也能日入100刀+的分享,https://support.worldquantbrain.com/hc/en-us/community/posts/43532701388183,lessons,synthesized,0,True,04-platform/portfolio-osmosis.md +43529892515095,2026-09-16T12:01:08Z,2026-09-24T21:43:45Z,【白嫖】deepseek全系列，GLM全系列等等大模型token。,https://support.worldquantbrain.com/hc/en-us/community/posts/43529892515095,ai,screened,0,True, +43529216017047,2026-09-16T11:16:16Z,2026-09-24T22:15:18Z,【Alpha Idea】价值动量分位与高相关度新闻的 AMR 因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43529216017047,ideas,screened,2,True, +43529198653719,2026-09-16T11:15:35Z,2026-09-24T16:38:46Z,从 Theme 到 Osmosis：如何用好 Multiplier，提高每日收入,https://support.worldquantbrain.com/hc/en-us/community/posts/43529198653719,portfolio,synthesized,7,True,04-platform/portfolio-osmosis.md +43528084664599,2026-09-16T09:30:08Z,2026-09-25T00:41:28Z,别让 streak 断在一个你没想到的地方,https://support.worldquantbrain.com/hc/en-us/community/posts/43528084664599,engineering,screened,0,True, +43527457608087,2026-09-16T08:21:50Z,2026-09-24T15:15:52Z,一阶、二阶，你真的用熟练了吗？——聊聊字段挖掘、ts_backfill 和 winsorize,https://support.worldquantbrain.com/hc/en-us/community/posts/43527457608087,data,synthesized,3,True,07-professional-knowledge/data-and-signal-semantics.md +43527309427863,2026-09-16T08:02:21Z,2026-09-22T16:30:29Z,招聘：BRAIN Researcher（北京/上海）,https://support.worldquantbrain.com/hc/en-us/community/posts/43527309427863,events,screened,1,True, +43524498271895,2026-09-16T02:43:02Z,2026-09-24T22:15:13Z,【Alpha Idea】analyst10数据集 - 分析师预期差异构建alpha信号,https://support.worldquantbrain.com/hc/en-us/community/posts/43524498271895,ideas,synthesized,4,True,01-alpha-ideas/relationship-and-extension-cards.md +43524503109655,2026-09-16T02:42:26Z,2026-09-23T07:30:07Z,【代码分享】 OS Alpha 批量重跑 Region-Agnostic：两个脚本筛出 ARC2026 候选（附完整代码）,https://support.worldquantbrain.com/hc/en-us/community/posts/43524503109655,engineering,synthesized,1,True,03-engineering/2026-operating-lessons.md +43517957340567,2026-09-15T20:46:17Z,2026-09-24T08:49:34Z,我的 Pi 扩展生态：4 个扩展 + 1 个桌面端,https://support.worldquantbrain.com/hc/en-us/community/posts/43517957340567,ai,screened,0,True, +43508107778711,2026-09-15T15:48:52Z,2026-09-22T16:30:31Z,【Alpha Idea】彩票偏好与MAX效应：把一篇JFE经典论文搬进BRAIN的完整复现,https://support.worldquantbrain.com/hc/en-us/community/posts/43508107778711,ideas,synthesized,1,True,01-alpha-ideas/data-template-cards.md +43502970330647,2026-09-15T13:07:27Z,2026-09-24T21:45:20Z,马斯克五步工作法对构建 Alpha 的启发,https://support.worldquantbrain.com/hc/en-us/community/posts/43502970330647,lessons,screened,4,True, +43501264459799,2026-09-15T11:56:58Z,2026-09-23T12:47:01Z,【Alpha Idea】关于同源信号与噪声对冲,https://support.worldquantbrain.com/hc/en-us/community/posts/43501264459799,ideas,synthesized,3,True,01-alpha-ideas/relationship-and-extension-cards.md +43500671638551,2026-09-15T11:16:50Z,2026-09-23T14:47:31Z,【Alpha Idea】别再说GLB不好跑了！周频量价分位概率信号的运营效率正交化在全球市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43500671638551,ideas,synthesized,9,True,01-alpha-ideas/relationship-and-extension-cards.md +43499065604247,2026-09-15T08:52:19Z,2026-09-24T16:57:00Z,10个超级高效好用的ARC/GLB模板，再不刷就没有了/(ㄒoㄒ)/~~,https://support.worldquantbrain.com/hc/en-us/community/posts/43499065604247,guides,screened,9,True, +43498120902807,2026-09-15T07:00:06Z,2026-09-22T19:26:14Z,【9月主题活动】：参与 ARC2026比赛，满足条件可获得100积分,https://support.worldquantbrain.com/hc/en-us/community/posts/43498120902807,events,synthesized,2,True,04-platform/current-updates.md +43477475833623,2026-09-14T15:19:47Z,2026-09-22T14:22:12Z,WorkBuddy 国际版限时薅羊毛 — DeepSeek-V4.1-Flash 免费两周,https://support.worldquantbrain.com/hc/en-us/community/posts/43477475833623,ai,screened,1,True, +43468563068055,2026-09-14T07:40:32Z,2026-09-24T11:33:56Z,RAC 一键回测OS alpha代码,https://support.worldquantbrain.com/hc/en-us/community/posts/43468563068055,engineering,screened,0,True, +43467733543319,2026-09-14T06:01:13Z,2026-09-23T15:54:29Z,grill-engineering：用 grill-me 拆解量化工具需求，让 Codex 自动开发、验收和修复,https://support.worldquantbrain.com/hc/en-us/community/posts/43467733543319,engineering,screened,1,True, +43456876189975,2026-09-13T13:36:55Z,2026-09-24T15:15:30Z,薅羊毛 免费使用deepseek v4 flash 0731,https://support.worldquantbrain.com/hc/en-us/community/posts/43456876189975,ai,screened,0,True, +43438866840343,2026-09-12T07:17:13Z,2026-09-24T22:08:52Z,【复盘】OS Comb：6 月 3.3+ → 7 月 3.5+（8 月尚未更新）,https://support.worldquantbrain.com/hc/en-us/community/posts/43438866840343,lessons,synthesized,2,True,09-experience-lessons/failure-casebook.md +43412659932439,2026-09-11T08:31:39Z,2026-09-24T06:25:56Z,华为云免费领每日1000万Token,https://support.worldquantbrain.com/hc/en-us/community/posts/43412659932439,ai,screened,0,True, +43411841446423,2026-09-11T06:53:58Z,2026-09-24T22:13:23Z,【限时羊毛】商汤新AI平台新人福利：0.99元月卡得35万积分+20元无门槛代金券！,https://support.worldquantbrain.com/hc/en-us/community/posts/43411841446423,ai,screened,1,True, +43411029872407,2026-09-11T05:10:41Z,2026-09-24T21:46:11Z,【大羊毛】白嫖 2 周 DeepSeek V4.1 Flash！,https://support.worldquantbrain.com/hc/en-us/community/posts/43411029872407,ai,screened,0,True, +43410200668823,2026-09-11T03:37:00Z,2026-09-24T16:53:19Z,Region Agnostic Alpha 全解析 + 老Alpha重跑ARC候选脚本 + ARC2026参赛攻略,https://support.worldquantbrain.com/hc/en-us/community/posts/43410200668823,engineering,synthesized,23,True,03-engineering/2026-operating-lessons.md +43392142641175,2026-09-10T15:11:04Z,2026-09-24T06:25:58Z,分享个 ZCode 手机远程挖Alpha的玩法+【限时薅羊毛】GLM-5.3-Flash 每晚免费挖 alpha，9 月 20 号截止！,https://support.worldquantbrain.com/hc/en-us/community/posts/43392142641175,ai,screened,0,True, +43387710095895,2026-09-10T12:45:53Z,2026-09-24T06:25:59Z,限时免费GLM-5.3 活动分享,https://support.worldquantbrain.com/hc/en-us/community/posts/43387710095895,ai,screened,0,True, +43383826751127,2026-09-10T08:06:07Z,2026-09-24T15:42:35Z,【差生文具多】WQAPP 1.04版本(添加回测和六维排名功能),https://support.worldquantbrain.com/hc/en-us/community/posts/43383826751127,engineering,screened,1,True, +43367979867031,2026-09-09T17:45:47Z,2026-09-24T08:50:28Z,vf涨啦！！！开心开心开心,https://support.worldquantbrain.com/hc/en-us/community/posts/43367979867031,lessons,screened,0,True, +43322749748503,2026-09-08T06:39:02Z,2026-09-24T22:16:15Z,【Alpha Idea】招聘变化与业务扩张：hiring_trends 在 USA 市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43322749748503,ideas,screened,1,True, +43322521365143,2026-09-08T06:16:19Z,2026-09-23T05:31:27Z,【Region-Agnostic】一键批量将所有OS Regular Alpha 重跑为 ALL/D1 的脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/43322521365143,engineering,synthesized,10,True,03-engineering/2026-operating-lessons.md +43322480595991,2026-09-08T06:04:54Z,2026-09-24T08:51:18Z,【SPC实战】SPC 提交 API 抓包与全自动化：告别表单手填（附完整代码）,https://support.worldquantbrain.com/hc/en-us/community/posts/43322480595991,engineering,synthesized,0,True,04-platform/spc.md +43320471694999,2026-09-08T02:27:17Z,2026-09-24T04:38:00Z,05-AI精选合集：创建一个具有BRAIN全部知识、金融博士、计算机博士的免费助手,https://support.worldquantbrain.com/hc/en-us/community/posts/43320471694999,guides,synthesized,2,True,02-ai-mining/2026-methods-and-failures.md +43320365312023,2026-09-08T02:20:53Z,2026-09-22T14:16:06Z,新顾问福利：Grand Master 1v1 Advisory 答疑辅导,https://support.worldquantbrain.com/hc/en-us/community/posts/43320365312023,events,synthesized,2,True,04-platform/current-updates.md +43319751480599,2026-09-08T01:23:57Z,2026-09-24T16:52:52Z,【Alpha Idea】期权价格行业残差动量：opt1 在 IND 市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43319751480599,ideas,screened,4,True, +43319649278359,2026-09-08T01:16:05Z,2026-09-22T23:39:09Z,严正公告：严禁将 BRAIN 平台内容发布至第三方平台,https://support.worldquantbrain.com/hc/en-us/community/posts/43319649278359,general,synthesized,3,True,04-platform/current-updates.md +43309848501783,2026-09-07T15:47:18Z,2026-09-24T22:06:01Z,【比赛攻略】ARC2026 全区域赛（All Region Competition 2026）一文读懂：赛制、评分、奖金与冲榜技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/43309848501783,events,synthesized,5,True,04-platform/current-updates.md +43308165478935,2026-09-07T14:23:14Z,2026-09-24T22:06:01Z,【Alpha Idea】当两套“行业分类”开始吵架：用另类聚类标签的时序协方差，在 JPN 做一个 2.8% 换手的 Cluster Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/43308165478935,ideas,synthesized,0,True,01-alpha-ideas/relationship-and-extension-cards.md +43308135033111,2026-09-07T14:18:36Z,2026-09-25T00:20:49Z,[Osmosis 思路]✨烂alpha也能有好组合！借鉴诺贝尔经济学奖得主的思路，提升 Osmosis 的究极秘诀！,https://support.worldquantbrain.com/hc/en-us/community/posts/43308135033111,optimization,screened,0,True, +43307320610583,2026-09-07T13:40:35Z,2026-09-23T14:47:28Z,【Alpha Idea】投资者注意力因子的尝试（Sharpe 0.37→3.08，fitness0.21→2.38）,https://support.worldquantbrain.com/hc/en-us/community/posts/43307320610583,ideas,screened,0,True, +43300341649687,2026-09-07T03:00:55Z,2026-09-24T18:25:06Z,【开箱即用】用本地 PnL 自相关聚类，把 Prod-Correlation 的接口调用量砍掉一大截,https://support.worldquantbrain.com/hc/en-us/community/posts/43300341649687,engineering,synthesized,0,True,08-alpha-optimization/portfolio-and-correlation.md +43299585796247,2026-09-07T01:40:19Z,2026-09-24T15:15:42Z,【效率工具】ALphaSubmitter — 本地 WebUI 批量提交 Alpha 自动化工具（智能限流重试 + AI 自动写描述）,https://support.worldquantbrain.com/hc/en-us/community/posts/43299585796247,engineering,synthesized,1,True,03-engineering/2026-operating-lessons.md +43287990820375,2026-09-06T08:22:50Z,2026-09-22T14:16:08Z,【 Python Alpha 挑战赛】：工作流分享和从 21 个已提交OS的 Alpha 中归纳的夺冠经验,https://support.worldquantbrain.com/hc/en-us/community/posts/43287990820375,ai,metadata_only,1,True, +43284541539991,2026-09-06T01:00:12Z,2026-09-24T16:45:38Z,【游戏王】OSMOSIS工具：一键跟踪Powepool,https://support.worldquantbrain.com/hc/en-us/community/posts/43284541539991,engineering,screened,0,True, +43275430227863,2026-09-05T14:16:33Z,2026-09-23T04:04:14Z,新人前期开荒过程,https://support.worldquantbrain.com/hc/en-us/community/posts/43275430227863,lessons,screened,0,True, +43273417454487,2026-09-05T11:44:06Z,2026-09-24T08:43:49Z,"无脑用ts_backfill不是一个好主意，详解如何根据数据类型选用ts_backfill、group_backfill与to_nan(x, value=0, reverse=true)",https://support.worldquantbrain.com/hc/en-us/community/posts/43273417454487,guides,synthesized,0,True,07-professional-knowledge/data-and-signal-semantics.md +43272775937047,2026-09-05T10:32:30Z,2026-09-22T07:17:52Z,【SPC】全自动工作流skill,https://support.worldquantbrain.com/hc/en-us/community/posts/43272775937047,guides,screened,0,True, +43271399618839,2026-09-05T07:20:02Z,2026-09-22T07:20:41Z,base记录,https://support.worldquantbrain.com/hc/en-us/community/posts/43271399618839,portfolio,screened,0,True, +43269155035799,2026-09-05T02:52:22Z,2026-09-22T14:15:00Z,【电子鸡蛋】免费AI站点（公益站）分享,https://support.worldquantbrain.com/hc/en-us/community/posts/43269155035799,ai,synthesized,4,True,02-ai-mining/2026-methods-and-failures.md +43250301270295,2026-09-04T14:15:44Z,2026-09-24T15:42:36Z,【Alpha Idea】分析师盈利预期修正广度：盈利动能的横截面代理,https://support.worldquantbrain.com/hc/en-us/community/posts/43250301270295,ideas,screened,0,True, +43250330872855,2026-09-04T14:15:42Z,2026-09-24T15:42:36Z,【Alpha Idea】数据更新频率/陈旧度：信息传播速度的横截面信号,https://support.worldquantbrain.com/hc/en-us/community/posts/43250330872855,ideas,screened,0,True, +43215932433175,2026-09-03T13:15:40Z,2026-09-18T08:44:43Z,先薅为敬：AMD 官方免费大模型 API，10 分钟从注册到调通,https://support.worldquantbrain.com/hc/en-us/community/posts/43215932433175,ai,screened,0,True, +43211291823511,2026-09-03T07:40:26Z,2026-09-24T22:14:32Z,【Alpha Idea】双字段 Sentiment：四个地区的组合方法与实现,https://support.worldquantbrain.com/hc/en-us/community/posts/43211291823511,ideas,screened,0,True, +43208281917591,2026-09-03T02:27:56Z,2026-09-24T17:00:46Z,03-【进阶学习】Super Alpha 每日获得额外1-60USD，来此学习,https://support.worldquantbrain.com/hc/en-us/community/posts/43208281917591,portfolio,synthesized,2,True,04-platform/superalpha-collection-review.md +43181411147287,2026-09-02T10:44:26Z,2026-09-24T02:56:51Z,【Alpha Idea】谁在付 Spread？——订单流攻击性、半衰期分层与一个双引擎架构的诞生,https://support.worldquantbrain.com/hc/en-us/community/posts/43181411147287,ideas,synthesized,12,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md +43179860065303,2026-09-02T08:17:04Z,2026-09-24T16:49:25Z,"【Alpha Idea】维基百科关注度的""突压""信号(sent)在德国DEU市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179860065303,ideas,synthesized,14,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md +43179521660823,2026-09-02T07:35:26Z,2026-09-24T16:56:44Z,"【Alpha Idea】不看幅度看""显著性""：一个信噪比（SNR）模板在 USA / GLB / EUR 三个市场的因子化尝试",https://support.worldquantbrain.com/hc/en-us/community/posts/43179521660823,ideas,synthesized,9,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md +43179259800471,2026-09-02T07:12:12Z,2026-09-22T17:26:49Z,02-【进阶学习】API优化、模版、自制数据、wqb、本地自相关检测等进阶合集,https://support.worldquantbrain.com/hc/en-us/community/posts/43179259800471,guides,synthesized,0,True,03-engineering/advanced-collection-review.md +43178926004887,2026-09-02T06:35:19Z,2026-09-24T16:55:25Z,"【Alpha Idea】内部人""动了多少仓位""比""动了多少钱""更重要 —— DEU 市场内部人信念强度因子（含一次""不是调参的 tail""）",https://support.worldquantbrain.com/hc/en-us/community/posts/43178926004887,ideas,synthesized,2,True,01-alpha-ideas/data-template-cards.md +43151729306647,2026-09-01T13:11:24Z,2026-09-22T16:22:52Z,【Alpha Idea】机构持仓变化与拥挤反转：institutions18 在 GLB 市场的因子化尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/43151729306647,ideas,synthesized,4,True,01-alpha-ideas/mechanism-cards.md;06-sources/curated.md +43147371557015,2026-09-01T08:24:29Z,2026-09-24T08:09:35Z,【9月主题活动】Alpha Idea and Implementation 征文活动 —— 展现你的研究实力！,https://support.worldquantbrain.com/hc/en-us/community/posts/43147371557015,events,synthesized,6,True,00-restart/2026-timeline.md;04-platform/current-updates.md;06-sources/curated.md;09-experience-lessons/competition-evidence.md +43087031637527,2026-08-29T05:39:26Z,2026-09-22T16:19:25Z,【免费AI工具使用】之 ZCode 桌面版 【3亿token 免费】GLM5.3模型,https://support.worldquantbrain.com/hc/en-us/community/posts/43087031637527,events,screened,3,True, +43085454784535,2026-08-29T02:21:57Z,2026-09-22T16:15:24Z,本地check ppc的完整方法及代码，助你GLB PPA开发一臂之力,https://support.worldquantbrain.com/hc/en-us/community/posts/43085454784535,engineering,synthesized,5,True,03-engineering/2026-operating-lessons.md;08-alpha-optimization/portfolio-and-correlation.md +43067045830679,2026-08-28T14:10:52Z,2026-09-24T21:43:45Z,分享一下ZCode送3亿GLM‑5.3‑Flash 模型 token活动。,https://support.worldquantbrain.com/hc/en-us/community/posts/43067045830679,events,screened,1,True, +43058251853847,2026-08-28T02:23:03Z,2026-09-24T22:16:16Z,获取 WorldQuant 每天剩余回测次数、已回测次数,https://support.worldquantbrain.com/hc/en-us/community/posts/43058251853847,engineering,synthesized,5,True,03-engineering/2026-operating-lessons.md +43031577079575,2026-08-27T08:00:38Z,2026-09-23T15:12:40Z,新人顾问心得，尝试通过Robust测试（一边修改一边写帖子）,https://support.worldquantbrain.com/hc/en-us/community/posts/43031577079575,lessons,synthesized,6,True,09-experience-lessons/failure-casebook.md +43031425132823,2026-08-27T07:41:24Z,2026-09-24T15:42:38Z,和AI学点手搓小知识-vec操作符解析,https://support.worldquantbrain.com/hc/en-us/community/posts/43031425132823,optimization,screened,4,True, +43030071187479,2026-08-27T02:21:08Z,2026-09-25T00:44:19Z,01-【新人必读】新顾问入门指南！,https://support.worldquantbrain.com/hc/en-us/community/posts/43030071187479,guides,screened,5,True, +43006316208151,2026-08-26T12:39:42Z,2026-09-24T21:43:46Z,【组合层心法】Combined Alpha 冲 2.0 不是堆出来的：一条四季爬升线里的少交比多交强,https://support.worldquantbrain.com/hc/en-us/community/posts/43006316208151,portfolio,synthesized,4,True,08-alpha-optimization/portfolio-and-correlation.md +43002825233687,2026-08-26T08:04:33Z,2026-09-23T08:55:30Z,🌟 玩转 Osmosis：让你的 Alphas 成为最高 2 倍收益放大器！(机制详解与实操指南),https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687,portfolio,synthesized,11,True,04-platform/portfolio-osmosis.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md +42981290349463,2026-08-25T14:24:44Z,2026-09-24T16:45:32Z,一个skill让AI不再混信号,https://support.worldquantbrain.com/hc/en-us/community/posts/42981290349463,ai,synthesized,7,True,02-ai-mining/2026-methods-and-failures.md +42975079714839,2026-08-25T08:53:50Z,2026-09-24T21:46:22Z,免费体验 MiniMax‑M3！GMI Cloud 限时 14 天无限制调用福利,https://support.worldquantbrain.com/hc/en-us/community/posts/42975079714839,events,screened,1,True, +42972530812183,2026-08-25T03:58:37Z,2026-09-23T12:38:18Z,Region Agnostic Alpha (RAA) 详解 — 新手入门指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42972530812183,general,screened,2,True, +42955680180247,2026-08-24T16:05:41Z,2026-09-24T21:43:46Z,【SPC实战】信号衰减5-7天：数据源“时效性”比“全面性”更重要,https://support.worldquantbrain.com/hc/en-us/community/posts/42955680180247,general,synthesized,4,True,04-platform/spc.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md +42945861800983,2026-08-24T09:08:41Z,2026-09-23T13:24:47Z,【🐉龙虎榜·卷四】季度奖揭榜，VF 为纲——谁人乘龙，谁人执印？,https://support.worldquantbrain.com/hc/en-us/community/posts/42945861800983,events,screened,4,True, 42943436447127,2026-08-24T04:09:19Z,2026-09-12T03:38:14Z,【测试】相对文件名路径验证帖,https://support.worldquantbrain.com/hc/en-us/community/posts/42943436447127,general,screened,0,True, -42801904467607,2026-08-18T07:14:53Z,2026-09-17T03:50:15Z,[AI工具]让AI打工人使用免费的deepseek(freebuff反向代理),https://support.worldquantbrain.com/hc/en-us/community/posts/42801904467607,ai,screened,0,True, -42775887653399,2026-08-17T13:07:37Z,2026-09-17T03:50:21Z,"Combined Alpha Performance 连续四季爬升，本季度突破 2.0：一条""从负数到2""的实证轨迹",https://support.worldquantbrain.com/hc/en-us/community/posts/42775887653399,portfolio,screened,0,True, -42774450536343,2026-08-17T12:12:11Z,2026-09-17T03:50:25Z,【大角羊】💰 每天14:30，微信自动把昨天的 Base Payment 账单送到你手上（RA/SA 分项 · 开箱即用）,https://support.worldquantbrain.com/hc/en-us/community/posts/42774450536343,general,screened,0,True, -42772611660823,2026-08-17T10:05:06Z,2026-09-17T03:50:59Z,【经验分享】分享一个combine稳定2+，最高3.23的ppa池子分布，以及分享做ppa的经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42772611660823,lessons,screened,0,True, -42771962021143,2026-08-17T08:55:07Z,2026-09-17T03:51:04Z,【AI 挖 Alpha】晒晒自己最近 AI 挖 Alpha 用了多少 Token 吧！,https://support.worldquantbrain.com/hc/en-us/community/posts/42771962021143,ai,screened,0,True, -42757091114647,2026-08-16T07:52:17Z,2026-09-17T03:51:33Z,免费使用DeepSeek V4 Pro,https://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647,general,screened,3,True, -42756641286295,2026-08-16T06:34:33Z,2026-09-17T03:52:02Z,base记录,https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295,general,screened,0,True, -42756136847639,2026-08-16T05:11:27Z,2026-09-17T07:51:33Z,AI打工人适配Opencode go套餐,https://support.worldquantbrain.com/hc/en-us/community/posts/42756136847639,ai,screened,0,True, -42743732814999,2026-08-15T11:17:48Z,2026-09-17T09:23:41Z,Claude Code Router 和quantflow不兼容的解决办法,https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999,ai,screened,0,True, -42740521405463,2026-08-15T04:01:48Z,2026-09-17T09:27:09Z,【大角羊】📱💻 电脑上的 Pi × 手机钉钉 双向通信——从零搭建全教程（零公网 · 零成本 · 开机自启）】,https://support.worldquantbrain.com/hc/en-us/community/posts/42740521405463,general,screened,0,True, -42738237663639,2026-08-15T00:37:15Z,2026-09-17T09:27:14Z,Claude Code 第三方模型使用搜索的利器——EXA,https://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639,ai,screened,0,True, -42721824181271,2026-08-14T14:28:28Z,2026-09-17T07:58:23Z,把 Self-Correlation 搬到本地：用 daily-pnl 精确复现平台口径（实测最大误差 0.00004）,https://support.worldquantbrain.com/hc/en-us/community/posts/42721824181271,portfolio,synthesized,0,True,03-engineering/correlation.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md -42720875852439,2026-08-14T13:56:37Z,2026-09-17T08:00:24Z,【7月新顾问分享】新人如何从每天0产出到每天稳定产出alpha经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42720875852439,lessons,screened,0,True, -42714622464407,2026-08-14T06:16:44Z,2026-09-16T18:08:21Z,CNHKMCP QuantFlow 提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407,ai,screened,1,True, -42691768951447,2026-08-13T14:10:35Z,2026-09-17T08:01:37Z,CLIProxyAPI桌面版，搭配opencode-go，实现与QuantFlow的配合,https://support.worldquantbrain.com/hc/en-us/community/posts/42691768951447,engineering,screened,0,True, -42686571665303,2026-08-13T09:20:16Z,2026-09-15T17:21:18Z,【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303,general,screened,0,True, -42662873714711,2026-08-12T13:39:07Z,2026-09-17T08:04:30Z,AI模板库分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711,ai,screened,0,True, -42587179348119,2026-08-09T13:34:48Z,2026-09-17T12:32:31Z,GBR/DEU新地区不出货？多图解析新地区Alpha首周全球提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/42587179348119,general,screened,0,True, -42585946296855,2026-08-09T11:25:38Z,2026-09-17T08:08:54Z,分享一个连接插件中prodmemo和python的一个小脚本，帮助大家可以将页面上缓存的pc拿到python里用,https://support.worldquantbrain.com/hc/en-us/community/posts/42585946296855,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md -42549574041367,2026-08-07T15:11:16Z,2026-09-17T08:11:01Z,普通 Alpha 到顶级 Alpha 的优化执行手册,https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367,optimization,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md -42519002511767,2026-08-06T13:40:05Z,2026-09-17T08:12:32Z,【经验分享】Python Alpha 30名心得：从 FastExpr 到 Python，我用 17 个 alpha 趟出来的一条路,https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767,lessons,synthesized,0,True,00-restart/corrections.md;02-ai-mining/python-alpha.md;06-sources/curated.md -42513832186263,2026-08-06T08:10:32Z,2026-09-17T08:14:16Z,【7月新顾问分享】从“用户阶段好用”到“顾问阶段跑通”,https://support.worldquantbrain.com/hc/en-us/community/posts/42513832186263,general,screened,0,True, -42513455206423,2026-08-06T07:24:54Z,2026-09-17T08:16:47Z,【7月新顾问分享】从盲目试错到建立可复盘的 Alpha ai研究流程。 随着大模型的增强，我个人认为skill是无用之举，并且会限制你的ai去挖掘更多方向,https://support.worldquantbrain.com/hc/en-us/community/posts/42513455206423,lessons,synthesized,0,True,02-ai-mining/research-workflow.md;06-sources/curated.md -42509573118999,2026-08-06T01:10:42Z,2026-09-17T08:19:47Z,"AI: GLB analyst16 -- 从""潜力 Alpha""到""成功 Alpha""：一次成功挖掘regular alpha的复盘",https://support.worldquantbrain.com/hc/en-us/community/posts/42509573118999,lessons,screened,7,True, -42487308197783,2026-08-05T12:29:10Z,2026-09-17T08:22:09Z,TRAE 自动化定时任务 + 电脑控制：让 AI的Alpha 优化永不卡死，全程零人工盯屏,https://support.worldquantbrain.com/hc/en-us/community/posts/42487308197783,optimization,screened,0,True, -42460800447895,2026-08-04T14:16:29Z,2026-09-17T12:02:54Z,关于华子哥插件显示数据集表现的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/42460800447895,data,screened,0,True, -42455010729367,2026-08-04T09:08:28Z,2026-09-17T08:24:18Z,【经验分享】省钱！！Context 与 Token 极致瘦身的 3 大技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/42455010729367,lessons,screened,0,True, -42425230653719,2026-08-03T11:12:47Z,2026-09-17T08:25:17Z,【资源分享】基于腾讯IMA的 WorldQuant BRAIN 论坛高价值(GM)经验总结知识库,https://support.worldquantbrain.com/hc/en-us/community/posts/42425230653719,lessons,screened,1,True, -42423993843735,2026-08-03T09:16:29Z,2026-09-17T08:28:51Z,【2026.08月活动】给回测服务器上点压力！提升回测数量是提交alpha的前提,https://support.worldquantbrain.com/hc/en-us/community/posts/42423993843735,events,screened,10,True, -42423399281815,2026-08-03T08:06:20Z,2026-09-17T08:30:20Z,【经验分享】：弱推理模型提示词工程思路,https://support.worldquantbrain.com/hc/en-us/community/posts/42423399281815,lessons,screened,0,True, -42407253630359,2026-08-02T06:45:01Z,2026-09-17T08:33:23Z,【Tie breaker criteria篇】一文告诉你如何GOLD直通Grandmaster！（下篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/42407253630359,general,screened,10,True, -42406158561943,2026-08-02T04:01:39Z,2026-09-17T08:36:08Z,【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decision,https://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943,optimization,synthesized,7,True,02-ai-mining/research-workflow.md;03-engineering/architecture.md;06-sources/curated.md -42403326870423,2026-08-01T23:06:55Z,2026-09-17T08:38:03Z,【工作流分享】我用reasonix 以正式版deepseek4flash 13小时花费3.5rmb 挖到一个美国因子,https://support.worldquantbrain.com/hc/en-us/community/posts/42403326870423,ai,screened,7,True, -42359440646551,2026-07-31T02:03:08Z,2026-09-17T08:42:45Z,"使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PC",https://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551,ai,screened,11,True, -42304810788375,2026-07-29T07:28:45Z,2026-09-17T08:45:31Z,【Quant101】工具开源：FastPlus —— 大模型友好的本地 Fast Expression 解析器,https://support.worldquantbrain.com/hc/en-us/community/posts/42304810788375,ai,screened,2,True, -42304698341399,2026-07-29T07:08:46Z,2026-09-17T08:47:53Z,新顾问专属｜GAC 2026火热进行中，8月9日前所有GLB D1 Pure PowerPool Alpha均可参赛！,https://support.worldquantbrain.com/hc/en-us/community/posts/42304698341399,general,screened,4,True, -42302637812503,2026-07-29T03:17:49Z,2026-09-17T23:10:37Z,📢 BRAIN 中国区意见与建议留言墙,https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503,ai,synthesized,111,True,03-engineering/2026-operating-lessons.md -42302363145879,2026-07-29T03:00:25Z,2026-09-17T08:49:45Z,【龙虎榜·卷三】Combine新章鸣锣，VF季榜神州十八骑绝尘，榜更迟来群雄逐鹿，新赛季首更谁立潮头？,https://support.worldquantbrain.com/hc/en-us/community/posts/42302363145879,lessons,screened,1,True, -42274443124119,2026-07-28T04:37:43Z,2026-09-17T08:51:22Z,【工作流分享】我把整套 BRAIN 挖矿流程写成了 5 个 Agent Skill（含使用教程 + 真实实验记录 + 全套文件打包下载）,https://support.worldquantbrain.com/hc/en-us/community/posts/42274443124119,ai,synthesized,48,True,02-ai-mining/2026-methods-and-failures.md;02-ai-mining/five-agent-skills-review.md;02-ai-mining/research-workflow.md;06-sources/curated.md -42259186135831,2026-07-27T17:54:46Z,2026-09-16T18:15:06Z,【2个月提交220个RA经验分享】跨地区通用规律：哪些经验换个 Region 还能用？,https://support.worldquantbrain.com/hc/en-us/community/posts/42259186135831,lessons,synthesized,9,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md -42258807786391,2026-07-27T17:43:50Z,2026-09-16T18:15:28Z,【2个月提交220个RA经验分享】ASI 从论坛知识到实战验证：SLOW 中性化是王道,https://support.worldquantbrain.com/hc/en-us/community/posts/42258807786391,lessons,synthesized,6,True,09-experience-lessons/failure-casebook.md -42216209199255,2026-07-25T09:32:43Z,2026-09-13T04:33:08Z,【经验分享】Comb-3+靠 os Comb 从Gold到Master的一些总结,https://support.worldquantbrain.com/hc/en-us/community/posts/42216209199255,lessons,screened,3,True, -42215740602135,2026-07-25T08:45:29Z,2026-09-13T04:34:24Z,快给你们的帖子化妆吧！一套实测可用的 HTML 排版组件,https://support.worldquantbrain.com/hc/en-us/community/posts/42215740602135,general,screened,2,True, -42215210781719,2026-07-25T07:43:59Z,2026-09-17T05:06:16Z,成为 Grandmaster 后，我复盘了 Q2 的 224 个 Alpha：相比过去，哪些真的改变了？,https://support.worldquantbrain.com/hc/en-us/community/posts/42215210781719,lessons,screened,17,True, -42211897526295,2026-07-25T02:29:49Z,2026-09-13T15:52:12Z,【SPC深度实战】从数据源到信号衰减——Systematic Predictions Challenge 排名优化的完整框架,https://support.worldquantbrain.com/hc/en-us/community/posts/42211897526295,optimization,screened,0,True, -42187906212247,2026-07-24T08:28:52Z,2026-09-13T04:36:05Z,冷门数据集分享【earnings】,https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247,data,synthesized,7,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md -42187744015767,2026-07-24T08:12:51Z,2026-09-13T13:56:22Z,使用rank_by_side改善2year_sharpe/ladder_sharpe,https://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767,optimization,synthesized,11,True,08-alpha-optimization/diagnostic-workflow.md -42185098677399,2026-07-24T02:58:26Z,2026-09-16T12:46:50Z,分享自己写的超多功能的客户端(效率神器),https://support.worldquantbrain.com/hc/en-us/community/posts/42185098677399,general,screened,7,True, -42184733027991,2026-07-24T02:18:40Z,2026-09-13T04:40:18Z,浅谈我的一二三阶开发流程----记7.23日新人答疑课,https://support.worldquantbrain.com/hc/en-us/community/posts/42184733027991,general,synthesized,6,True,02-ai-mining/research-workflow.md;06-sources/curated.md -42161798745879,2026-07-23T09:22:01Z,2026-09-16T14:56:54Z,从新手到GM顾问：我的Alpha挖掘系统化方法论分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42161798745879,general,screened,7,True, -42160945573271,2026-07-23T07:42:15Z,2026-09-13T04:42:58Z,用Python alpha 剔除/保留特定国家/行业进行回测的初步尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/42160945573271,engineering,screened,7,True, -42160836246039,2026-07-23T07:26:46Z,2026-09-16T16:01:23Z,GOLD→MASTER→GM，VF0.96，我的11月至6月总结。,https://support.worldquantbrain.com/hc/en-us/community/posts/42160836246039,lessons,screened,6,True, -42160653418647,2026-07-23T07:06:37Z,2026-09-13T04:45:09Z,通过Labs查看group类型字段的字符串与对应数字id的方法(附部分对应表格),https://support.worldquantbrain.com/hc/en-us/community/posts/42160653418647,data,synthesized,0,True,07-professional-knowledge/data-and-signal-semantics.md -42078917602455,2026-07-20T10:08:29Z,2026-09-17T12:14:42Z,【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPA,https://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455,optimization,screened,16,True, -42078729821591,2026-07-20T09:49:27Z,2026-09-16T15:58:10Z,【字段处理】nan 不是一种：断粮型该填、真缺型别填（GLB/MINVOL1M & IND/TOP500/D1）,https://support.worldquantbrain.com/hc/en-us/community/posts/42078729821591,data,synthesized,9,True,07-professional-knowledge/data-and-signal-semantics.md -42065802192023,2026-07-19T12:27:25Z,2026-09-17T11:54:21Z,[Token王] 2026Q2 全球六维数据分析,https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023,general,screened,7,True, -42065262268567,2026-07-19T11:29:39Z,2026-09-16T15:58:11Z,【换手治理】低换手≠稳健：turnover 的三个隐形侵蚀点，和 trade_when 别用反了（USA/TOP3000/D1）,https://support.worldquantbrain.com/hc/en-us/community/posts/42065262268567,optimization,synthesized,3,True,08-alpha-optimization/diagnostic-workflow.md -42064574062359,2026-07-19T10:02:02Z,2026-09-13T05:02:10Z,最近跑 alpha 后沉淀的几个少踩坑经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42064574062359,lessons,screened,2,True, -42064544905495,2026-07-19T09:53:45Z,2026-09-13T05:02:11Z,最近跑 alpha 后沉淀的几个少踩坑经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42064544905495,lessons,screened,3,True, -42062231758103,2026-07-19T03:51:11Z,2026-09-10T06:52:45Z,【GLB】冷门数据集分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103,data,synthesized,6,True,07-professional-knowledge/data-and-signal-semantics.md -42061123738903,2026-07-19T01:29:50Z,2026-09-06T06:42:28Z,Python alpha官方webinar视频代码补档：ACO + Online alphas,https://support.worldquantbrain.com/hc/en-us/community/posts/42061123738903,engineering,screened,4,True, -42060935441943,2026-07-19T01:05:26Z,2026-09-06T06:42:28Z,官方webinar不分享源代码？用skill一键完整提取视频中的代码,https://support.worldquantbrain.com/hc/en-us/community/posts/42060935441943,ai,screened,1,True, -42047259261335,2026-07-18T04:01:02Z,2026-09-16T15:58:13Z,从 Fast 翻译到 Python Alpha 别急着炫技：截面/时序错位是头号杀手，事件漂移和中性化层级是隐形雷,https://support.worldquantbrain.com/hc/en-us/community/posts/42047259261335,optimization,synthesized,2,True,02-ai-mining/python-alpha.md;06-sources/curated.md -42045578950551,2026-07-18T01:16:32Z,2026-09-15T12:31:30Z,【经验分享】从Gold到Master：一个普通顾问的升级之路,https://support.worldquantbrain.com/hc/en-us/community/posts/42045578950551,lessons,screened,4,True, -42044407938839,2026-07-17T23:55:28Z,2026-09-13T05:06:36Z,在回测页面新窗口打开Alpha 详情页和在详情页便携复制信息的油猴脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/42044407938839,engineering,screened,0,True, -42029118285847,2026-07-17T14:49:02Z,2026-09-16T15:58:13Z,rank / zscore / group_rank 别乱用：中性化前这一步，决定你 OS 稳不稳,https://support.worldquantbrain.com/hc/en-us/community/posts/42029118285847,optimization,screened,4,True, -42022555985047,2026-07-17T08:57:03Z,2026-09-10T15:03:11Z,【SPC宝可梦】收集多位投资大师Promot,https://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047,general,screened,0,True, -42021722069143,2026-07-17T07:32:26Z,2026-09-17T12:05:08Z,【工具优化】回测页面中Alpha详情的跳转按钮没了？插件来实现！,https://support.worldquantbrain.com/hc/en-us/community/posts/42021722069143,optimization,screened,1,True, -42021244122775,2026-07-17T06:37:04Z,2026-09-16T12:16:13Z,SPC 竞赛 Prompt 生成完整指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775,general,screened,1,True, -42020342676759,2026-07-17T04:56:47Z,2026-09-17T08:04:38Z,【代码分享】免费获取SPC比赛所需ID数据,https://support.worldquantbrain.com/hc/en-us/community/posts/42020342676759,engineering,screened,1,True, -42019924663319,2026-07-17T04:09:47Z,2026-09-13T05:08:13Z,这次升级，让我非常的意外！,https://support.worldquantbrain.com/hc/en-us/community/posts/42019924663319,general,screened,0,True, -42019332809111,2026-07-17T03:11:51Z,2026-09-14T05:10:16Z,【新手顾问经验分享】从“随机试因子”到“研究生产系统”：一套面向 RA 与 PPA 的 Alpha 研究框架,https://support.worldquantbrain.com/hc/en-us/community/posts/42019332809111,lessons,screened,2,True, -42019010387479,2026-07-17T02:43:30Z,2026-09-14T14:29:15Z,"【踩坑记录】Python Alpha 开发中容易触发的 5 个""隐藏规则""",https://support.worldquantbrain.com/hc/en-us/community/posts/42019010387479,lessons,screened,0,True, -42018671130391,2026-07-17T02:14:19Z,2026-09-14T11:48:44Z,【经验分享】Alpha 过拟合的早期信号与应对策略,https://support.worldquantbrain.com/hc/en-us/community/posts/42018671130391,lessons,synthesized,2,True,09-experience-lessons/failure-casebook.md -42015743397655,2026-07-16T23:02:32Z,2026-09-14T05:10:08Z,Prompt 竞赛指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42015743397655,general,screened,0,True, -42007074836247,2026-07-16T17:36:24Z,2026-09-17T13:25:18Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,https://support.worldquantbrain.com/hc/en-us/community/posts/42007074836247,events,synthesized,0,True,09-experience-lessons/competition-evidence.md -41995684431767,2026-07-16T09:16:12Z,2026-09-16T15:58:14Z,Python alpha 里 np.nan_to_num 填 0 是在造伪信号：缺失值这么补才不坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41995684431767,engineering,screened,0,True, -41995369186455,2026-07-16T08:39:40Z,2026-09-14T05:10:44Z,SPC 2026 Competition API 文档,https://support.worldquantbrain.com/hc/en-us/community/posts/41995369186455,engineering,screened,0,True, -41994809192215,2026-07-16T07:30:01Z,2026-09-14T05:10:58Z,【代码分享】用 Python 批量提交 SPC Prompt,https://support.worldquantbrain.com/hc/en-us/community/posts/41994809192215,engineering,screened,9,True, -41993968062743,2026-07-16T05:45:29Z,2026-09-14T05:11:08Z,从GM掉E，鼠鼠做错了哪些事情,https://support.worldquantbrain.com/hc/en-us/community/posts/41993968062743,general,screened,18,True, -41992899715607,2026-07-16T03:37:04Z,2026-09-14T05:10:59Z,SPC 平台是怎么处理你的 Prompt 的 —— 从提交到出 PnL 的个人理解,https://support.worldquantbrain.com/hc/en-us/community/posts/41992899715607,general,screened,0,True, -41974186627351,2026-07-15T14:28:21Z,2026-09-16T15:58:15Z,别盲目全region遍历：同一个字段在USA/IND/GLB覆盖差太多，裸concat直接变size beta,https://support.worldquantbrain.com/hc/en-us/community/posts/41974186627351,data,synthesized,0,True,07-professional-knowledge/data-and-signal-semantics.md -41949669579031,2026-07-14T16:29:48Z,2026-09-14T05:12:50Z,【经验分享】alpha提交脚本，解决最近遇到的提交429问题,https://support.worldquantbrain.com/hc/en-us/community/posts/41949669579031,lessons,screened,0,True, -41939959839895,2026-07-14T09:52:26Z,2026-09-16T15:58:16Z,"trade_when真不是装饰：把""只在某类行情里灵""的脆弱信号，用条件收住",https://support.worldquantbrain.com/hc/en-us/community/posts/41939959839895,optimization,screened,0,True, -41937689411479,2026-07-14T05:39:35Z,2026-09-14T05:13:06Z,【GLB/D1 PPAC复盘】第一次拿到PPAC第24名的复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41937689411479,lessons,screened,0,True, -41909117583383,2026-07-13T07:41:26Z,2026-09-16T16:07:35Z,【差生文具多】WQ助手1.03版本(安卓版本),https://support.worldquantbrain.com/hc/en-us/community/posts/41909117583383,general,screened,5,True, -41908323673111,2026-07-13T06:19:18Z,2026-09-16T15:58:17Z,字段堆越多alpha越牛？我替你们试过了，真不是这么回事,https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111,data,synthesized,2,True,07-professional-knowledge/data-and-signal-semantics.md -41903649174807,2026-07-12T22:22:13Z,2026-09-14T05:15:50Z,【新人笔记】Pairwise Correlation：提交前先想清楚提交顺序,https://support.worldquantbrain.com/hc/en-us/community/posts/41903649174807,portfolio,synthesized,2,True,08-alpha-optimization/diagnostic-workflow.md -41898564566167,2026-07-12T15:18:27Z,2026-09-15T00:48:52Z,新人半年一个季度一次跳跃：gold->expert->master,https://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167,general,screened,1,True, -41898002651287,2026-07-12T14:31:29Z,2026-09-15T07:50:38Z,【经验分享】VF0.37->0.95->0.97！我的方法论和工作流都在这了,https://support.worldquantbrain.com/hc/en-us/community/posts/41898002651287,lessons,screened,3,True, -41897133795479,2026-07-12T13:05:00Z,2026-09-16T15:58:17Z,一个表达式IS很漂亮，提交半年后突然拉胯？我踩过的时间维度坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41897133795479,general,screened,0,True, -41895342323095,2026-07-12T09:23:12Z,2026-09-15T07:52:56Z,【新顾问友好】【工具分享】挖出来因子不知道哪个值得交？来看看！含webui界面的alpha后向筛选工具（开源）,https://support.worldquantbrain.com/hc/en-us/community/posts/41895342323095,engineering,screened,0,True, -41881412101399,2026-07-11T11:29:02Z,2026-09-16T15:58:18Z,【细节坑】中性化顺序不是随便排的：先 industry 还是先 group，结果差很多,https://support.worldquantbrain.com/hc/en-us/community/posts/41881412101399,optimization,screened,2,True, -41880799695127,2026-07-11T10:14:17Z,2026-09-15T16:57:44Z,[代码优化]ProdMemo v2.0：在浏览器本地计算 Self Corr,https://support.worldquantbrain.com/hc/en-us/community/posts/41880799695127,optimization,screened,2,True, -41878175264663,2026-07-11T04:13:48Z,2026-09-15T00:54:44Z,【python alpha】IND区域 Python Alpha 优化经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41878175264663,lessons,screened,1,True, -41877985926423,2026-07-11T03:58:23Z,2026-09-16T16:01:24Z,token太贵怎么办， GLM-5.2 免费了,https://support.worldquantbrain.com/hc/en-us/community/posts/41877985926423,events,screened,3,True, -41877348653335,2026-07-11T02:49:35Z,2026-09-10T06:51:48Z,【经验分享】SUPER Alpha 组合表达式（Combination）的多时间尺度融合 — combo_a 与风险调整权重,https://support.worldquantbrain.com/hc/en-us/community/posts/41877348653335,lessons,screened,1,True, -41860731598487,2026-07-10T15:11:51Z,2026-09-15T07:55:08Z,[代码分享] BRAIN Alpha 批量提交工具 — PPA 备注自动管理 + 429 自适应退避,https://support.worldquantbrain.com/hc/en-us/community/posts/41860731598487,ai,screened,0,True, -41856507417623,2026-07-10T12:39:26Z,2026-09-16T18:15:28Z,从「 IDE的MCP挨个手动重启」到「一次配置，全部打通」：我的 BRAIN MCP 桥接架构分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41856507417623,ai,synthesized,0,True,03-engineering/architecture.md;06-sources/curated.md -41854026316055,2026-07-10T09:39:49Z,2026-09-16T15:58:46Z,【验证纪律】同一表达式跨 universe 跑：region regime 错配导致的指标分裂,https://support.worldquantbrain.com/hc/en-us/community/posts/41854026316055,general,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md -41853221944727,2026-07-10T08:07:46Z,2026-09-15T07:55:30Z,【AI打工人】0基础新手指南。我们安装的Skill和MCP到底有什么，怎么用？,https://support.worldquantbrain.com/hc/en-us/community/posts/41853221944727,ai,screened,0,True, -41849925214231,2026-07-10T02:03:06Z,2026-09-13T14:22:33Z,降低【turnover】的几种方法对比分析,https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231,optimization,synthesized,0,True,08-alpha-optimization/diagnostic-workflow.md -41843067537431,2026-07-09T20:57:11Z,2026-09-14T05:10:32Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,https://support.worldquantbrain.com/hc/en-us/community/posts/41843067537431,events,synthesized,0,True,09-experience-lessons/competition-evidence.md -41830530812823,2026-07-09T14:35:37Z,2026-09-15T07:55:50Z,新手顾问Combined Selected Alpha Performance第一次更新冲上5.1,https://support.worldquantbrain.com/hc/en-us/community/posts/41830530812823,portfolio,screened,1,True, -41825836449047,2026-07-09T11:08:53Z,2026-09-08T13:50:21Z,【大角羊】一分钟掌握参加SPC 2026要点！,https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047,general,screened,0,True, -41804720051607,2026-07-08T15:47:44Z,2026-09-16T06:32:50Z,cnhkmcp 使用时经常需要重启和使用create_multi_simulation超时的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/41804720051607,ai,screened,0,True, -41801462727191,2026-07-08T14:19:05Z,2026-09-10T06:50:51Z,【SPC 2026】一文看懂 Systematic Prediction Challenge，写提示词就能参加！,https://support.worldquantbrain.com/hc/en-us/community/posts/41801462727191,ai,synthesized,0,True,04-platform/spc.md;06-sources/curated.md -41796491619351,2026-07-08T10:32:54Z,2026-09-16T14:43:57Z,多图解析GLB最新3x High Turnover Theme国区提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/41796491619351,optimization,screened,2,True, -41771840601495,2026-07-07T14:25:07Z,2026-09-17T02:01:48Z,【Super Alpha Combo 灵感】分享几个有意思的 Combo 表达式：获得更多三五！,https://support.worldquantbrain.com/hc/en-us/community/posts/41771840601495,ideas,screened,0,True, -41735891987479,2026-07-06T09:42:06Z,2026-09-16T15:58:47Z,废因子的二次利用：用低 Sharpe 稳定信号做自定义中性化,https://support.worldquantbrain.com/hc/en-us/community/posts/41735891987479,optimization,screened,1,True, -41734005749399,2026-07-06T06:03:18Z,2026-09-16T06:33:11Z,USA/D1 Power Pool July'26 — PPA六种中性化方式实测对比,https://support.worldquantbrain.com/hc/en-us/community/posts/41734005749399,optimization,screened,0,True, -41732813691287,2026-07-06T03:30:04Z,2026-09-13T05:07:55Z,【经验分享】MEA地区高级算子探索篇：ts_entropy,https://support.worldquantbrain.com/hc/en-us/community/posts/41732813691287,lessons,screened,13,True, -41719890581911,2026-07-05T04:44:58Z,2026-09-14T05:13:06Z,【代码优化】代码提交ppa和sa时调用AI自动/手动写描述,https://support.worldquantbrain.com/hc/en-us/community/posts/41719890581911,optimization,screened,2,True, -41707021146263,2026-07-04T09:22:13Z,2026-09-16T06:33:27Z,基于 MEA区TOP400因子，解决指标Weight Concentration过高、2Y Sharpe过低的优化实战总结,https://support.worldquantbrain.com/hc/en-us/community/posts/41707021146263,lessons,screened,1,True, -41706827651991,2026-07-04T08:53:46Z,2026-09-17T11:24:50Z,[all alpha can do] wqb_cli 0.3.2 震撼发布：从零打造 Agent-Native 的 WorldQuant BRAIN 真实操作层,https://support.worldquantbrain.com/hc/en-us/community/posts/41706827651991,ai,synthesized,14,True,00-restart/2026-timeline.md;03-engineering/architecture.md;06-sources/curated.md -41692781472919,2026-07-03T16:09:22Z,2026-09-16T18:11:16Z,[26年7月打卡活动] 坚持提交 Alpha，最高赢取 300 积分！兑换BRAIN周边与token,https://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919,events,screened,21,True, -41684771561751,2026-07-03T09:43:59Z,2026-09-16T06:33:46Z,【心得分享】从入门到进阶——Alpha 优化全攻略,https://support.worldquantbrain.com/hc/en-us/community/posts/41684771561751,lessons,screened,0,True, -41684251807639,2026-07-03T08:53:42Z,2026-09-16T06:34:03Z,【实用工具】WorldQuant BRAIN Super Alpha 多地区生成器 复制可用 支持own和not own,https://support.worldquantbrain.com/hc/en-us/community/posts/41684251807639,portfolio,screened,1,True, -41684104419095,2026-07-03T08:34:18Z,2026-09-16T06:34:14Z,教训贴 - 学而时习之。,https://support.worldquantbrain.com/hc/en-us/community/posts/41684104419095,lessons,screened,0,True, -41655567026967,2026-07-02T09:07:02Z,2026-09-12T06:19:03Z,fast2python关于复现fast op分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41655567026967,engineering,screened,8,True, -41655387004439,2026-07-02T08:52:32Z,2026-09-16T15:55:30Z,WorldQuant BRAIN MCP 工具频繁崩溃？一行代码修复连接断开的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41655387004439,ai,screened,2,True, -41654205318807,2026-07-02T06:32:45Z,2026-09-17T12:04:59Z,求助帖---华子哥的插件如何查看数据集的表现,https://support.worldquantbrain.com/hc/en-us/community/posts/41654205318807,data,screened,3,True, +42801904467607,2026-08-18T07:14:53Z,2026-09-24T16:56:51Z,[AI工具]让AI打工人使用免费的deepseek(freebuff反向代理),https://support.worldquantbrain.com/hc/en-us/community/posts/42801904467607,ai,screened,4,True, +42775887653399,2026-08-17T13:07:37Z,2026-09-24T21:44:30Z,"Combined Alpha Performance 连续四季爬升，本季度突破 2.0：一条""从负数到2""的实证轨迹",https://support.worldquantbrain.com/hc/en-us/community/posts/42775887653399,portfolio,screened,6,True, +42774450536343,2026-08-17T12:12:11Z,2026-09-23T14:52:05Z,【大角羊】💰 每天14:30，微信自动把昨天的 Base Payment 账单送到你手上（RA/SA 分项 · 开箱即用）,https://support.worldquantbrain.com/hc/en-us/community/posts/42774450536343,general,screened,2,True, +42772611660823,2026-08-17T10:05:06Z,2026-09-24T16:45:33Z,【经验分享】分享一个combine稳定2+，最高3.23的ppa池子分布，以及分享做ppa的经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42772611660823,lessons,screened,3,True, +42771962021143,2026-08-17T08:55:07Z,2026-09-24T22:07:32Z,【AI 挖 Alpha】晒晒自己最近 AI 挖 Alpha 用了多少 Token 吧！,https://support.worldquantbrain.com/hc/en-us/community/posts/42771962021143,ai,screened,3,True, +42757091114647,2026-08-16T07:52:17Z,2026-09-24T21:45:21Z,免费使用DeepSeek V4 Pro,https://support.worldquantbrain.com/hc/en-us/community/posts/42757091114647,general,screened,6,True, +42756641286295,2026-08-16T06:34:33Z,2026-09-23T13:24:48Z,base记录,https://support.worldquantbrain.com/hc/en-us/community/posts/42756641286295,general,screened,1,True, +42756136847639,2026-08-16T05:11:27Z,2026-09-23T13:24:47Z,AI打工人适配Opencode go套餐,https://support.worldquantbrain.com/hc/en-us/community/posts/42756136847639,ai,screened,2,True, +42743732814999,2026-08-15T11:17:48Z,2026-09-23T13:24:47Z,Claude Code Router 和quantflow不兼容的解决办法,https://support.worldquantbrain.com/hc/en-us/community/posts/42743732814999,ai,screened,1,True, +42740521405463,2026-08-15T04:01:48Z,2026-09-23T05:31:17Z,【大角羊】📱💻 电脑上的 Pi × 手机钉钉 双向通信——从零搭建全教程（零公网 · 零成本 · 开机自启）】,https://support.worldquantbrain.com/hc/en-us/community/posts/42740521405463,general,screened,1,True, +42738237663639,2026-08-15T00:37:15Z,2026-09-22T15:58:48Z,Claude Code 第三方模型使用搜索的利器——EXA,https://support.worldquantbrain.com/hc/en-us/community/posts/42738237663639,ai,screened,2,True, +42721824181271,2026-08-14T14:28:28Z,2026-09-22T14:36:50Z,把 Self-Correlation 搬到本地：用 daily-pnl 精确复现平台口径（实测最大误差 0.00004）,https://support.worldquantbrain.com/hc/en-us/community/posts/42721824181271,portfolio,synthesized,2,True,03-engineering/correlation.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md +42720875852439,2026-08-14T13:56:37Z,2026-09-24T15:15:27Z,【7月新顾问分享】新人如何从每天0产出到每天稳定产出alpha经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42720875852439,lessons,screened,6,True, +42714622464407,2026-08-14T06:16:44Z,2026-09-24T04:38:10Z,CNHKMCP QuantFlow 提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/42714622464407,ai,screened,4,True, +42691768951447,2026-08-13T14:10:35Z,2026-09-22T14:16:15Z,CLIProxyAPI桌面版，搭配opencode-go，实现与QuantFlow的配合,https://support.worldquantbrain.com/hc/en-us/community/posts/42691768951447,engineering,screened,2,True, +42686571665303,2026-08-13T09:20:16Z,2026-09-24T22:15:26Z,【OB】Pi+DSV4F+Extensions让我连续5天交满5个Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/42686571665303,general,screened,2,True, +42662873714711,2026-08-12T13:39:07Z,2026-09-24T01:30:01Z,AI模板库分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42662873714711,ai,screened,4,True, +42587179348119,2026-08-09T13:34:48Z,2026-09-24T16:56:18Z,GBR/DEU新地区不出货？多图解析新地区Alpha首周全球提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/42587179348119,general,screened,8,True, +42585946296855,2026-08-09T11:25:38Z,2026-09-23T13:24:43Z,分享一个连接插件中prodmemo和python的一个小脚本，帮助大家可以将页面上缓存的pc拿到python里用,https://support.worldquantbrain.com/hc/en-us/community/posts/42585946296855,engineering,synthesized,4,True,03-engineering/2026-operating-lessons.md +42549574041367,2026-08-07T15:11:16Z,2026-09-23T13:24:42Z,普通 Alpha 到顶级 Alpha 的优化执行手册,https://support.worldquantbrain.com/hc/en-us/community/posts/42549574041367,optimization,synthesized,6,True,08-alpha-optimization/diagnostic-workflow.md +42519002511767,2026-08-06T13:40:05Z,2026-09-24T16:54:32Z,【经验分享】Python Alpha 30名心得：从 FastExpr 到 Python，我用 17 个 alpha 趟出来的一条路,https://support.worldquantbrain.com/hc/en-us/community/posts/42519002511767,lessons,synthesized,5,True,00-restart/corrections.md;02-ai-mining/python-alpha.md;06-sources/curated.md +42513832186263,2026-08-06T08:10:32Z,2026-09-22T14:16:16Z,【7月新顾问分享】从“用户阶段好用”到“顾问阶段跑通”,https://support.worldquantbrain.com/hc/en-us/community/posts/42513832186263,general,screened,1,True, +42513455206423,2026-08-06T07:24:54Z,2026-09-22T15:42:12Z,【7月新顾问分享】从盲目试错到建立可复盘的 Alpha ai研究流程。 随着大模型的增强，我个人认为skill是无用之举，并且会限制你的ai去挖掘更多方向,https://support.worldquantbrain.com/hc/en-us/community/posts/42513455206423,lessons,synthesized,3,True,02-ai-mining/research-workflow.md;06-sources/curated.md +42509573118999,2026-08-06T01:10:42Z,2026-09-24T16:57:42Z,"AI: GLB analyst16 -- 从""潜力 Alpha""到""成功 Alpha""：一次成功挖掘regular alpha的复盘",https://support.worldquantbrain.com/hc/en-us/community/posts/42509573118999,lessons,screened,14,True, +42487308197783,2026-08-05T12:29:10Z,2026-09-24T16:49:26Z,TRAE 自动化定时任务 + 电脑控制：让 AI的Alpha 优化永不卡死，全程零人工盯屏,https://support.worldquantbrain.com/hc/en-us/community/posts/42487308197783,optimization,screened,3,True, +42460800447895,2026-08-04T14:16:29Z,2026-09-22T13:47:04Z,关于华子哥插件显示数据集表现的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/42460800447895,data,screened,4,True, +42455010729367,2026-08-04T09:08:28Z,2026-09-23T11:59:52Z,【经验分享】省钱！！Context 与 Token 极致瘦身的 3 大技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/42455010729367,lessons,screened,2,True, +42425230653719,2026-08-03T11:12:47Z,2026-09-24T07:44:10Z,【资源分享】基于腾讯IMA的 WorldQuant BRAIN 论坛高价值(GM)经验总结知识库,https://support.worldquantbrain.com/hc/en-us/community/posts/42425230653719,lessons,screened,1,True, +42423993843735,2026-08-03T09:16:29Z,2026-09-24T16:54:54Z,【2026.08月活动】给回测服务器上点压力！提升回测数量是提交alpha的前提,https://support.worldquantbrain.com/hc/en-us/community/posts/42423993843735,events,screened,15,True, +42423399281815,2026-08-03T08:06:20Z,2026-09-23T07:40:06Z,【经验分享】：弱推理模型提示词工程思路,https://support.worldquantbrain.com/hc/en-us/community/posts/42423399281815,lessons,screened,3,True, +42407253630359,2026-08-02T06:45:01Z,2026-09-24T22:14:32Z,【Tie breaker criteria篇】一文告诉你如何GOLD直通Grandmaster！（下篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/42407253630359,general,screened,15,True, +42406158561943,2026-08-02T04:01:39Z,2026-09-22T15:42:11Z,【工程优化】Agent 挖 Alpha 时 Token 黑洞：raw 留磁盘，对话只读 decision,https://support.worldquantbrain.com/hc/en-us/community/posts/42406158561943,optimization,synthesized,9,True,02-ai-mining/research-workflow.md;03-engineering/architecture.md;06-sources/curated.md +42403326870423,2026-08-01T23:06:55Z,2026-09-22T15:25:46Z,【工作流分享】我用reasonix 以正式版deepseek4flash 13小时花费3.5rmb 挖到一个美国因子,https://support.worldquantbrain.com/hc/en-us/community/posts/42403326870423,ai,screened,7,True, +42359440646551,2026-07-31T02:03:08Z,2026-09-24T22:15:14Z,"使用tail(group_zscore(x,industry), lower=-1.1, upper=1.1, newval=0)有效降低PC",https://support.worldquantbrain.com/hc/en-us/community/posts/42359440646551,ai,screened,14,True, +42304810788375,2026-07-29T07:28:45Z,2026-09-22T15:25:45Z,【Quant101】工具开源：FastPlus —— 大模型友好的本地 Fast Expression 解析器,https://support.worldquantbrain.com/hc/en-us/community/posts/42304810788375,ai,screened,2,True, +42304698341399,2026-07-29T07:08:46Z,2026-09-22T15:25:44Z,新顾问专属｜GAC 2026火热进行中，8月9日前所有GLB D1 Pure PowerPool Alpha均可参赛！,https://support.worldquantbrain.com/hc/en-us/community/posts/42304698341399,general,screened,4,True, +42302637812503,2026-07-29T03:17:49Z,2026-09-24T16:53:03Z,📢 BRAIN 中国区意见与建议留言墙,https://support.worldquantbrain.com/hc/en-us/community/posts/42302637812503,ai,synthesized,120,True,03-engineering/2026-operating-lessons.md +42302363145879,2026-07-29T03:00:25Z,2026-09-23T05:31:18Z,【龙虎榜·卷三】Combine新章鸣锣，VF季榜神州十八骑绝尘，榜更迟来群雄逐鹿，新赛季首更谁立潮头？,https://support.worldquantbrain.com/hc/en-us/community/posts/42302363145879,lessons,screened,1,True, +42274443124119,2026-07-28T04:37:43Z,2026-09-24T16:55:25Z,【工作流分享】我把整套 BRAIN 挖矿流程写成了 5 个 Agent Skill（含使用教程 + 真实实验记录 + 全套文件打包下载）,https://support.worldquantbrain.com/hc/en-us/community/posts/42274443124119,ai,synthesized,60,True,02-ai-mining/2026-methods-and-failures.md;02-ai-mining/five-agent-skills-review.md;02-ai-mining/research-workflow.md;06-sources/curated.md +42259186135831,2026-07-27T17:54:46Z,2026-09-24T16:49:28Z,【2个月提交220个RA经验分享】跨地区通用规律：哪些经验换个 Region 还能用？,https://support.worldquantbrain.com/hc/en-us/community/posts/42259186135831,lessons,synthesized,11,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md +42258807786391,2026-07-27T17:43:50Z,2026-09-24T16:49:29Z,【2个月提交220个RA经验分享】ASI 从论坛知识到实战验证：SLOW 中性化是王道,https://support.worldquantbrain.com/hc/en-us/community/posts/42258807786391,lessons,synthesized,6,True,09-experience-lessons/failure-casebook.md +42216209199255,2026-07-25T09:32:43Z,2026-09-24T16:48:06Z,【经验分享】Comb-3+靠 os Comb 从Gold到Master的一些总结,https://support.worldquantbrain.com/hc/en-us/community/posts/42216209199255,lessons,screened,4,True, +42215740602135,2026-07-25T08:45:29Z,2026-09-23T11:55:09Z,快给你们的帖子化妆吧！一套实测可用的 HTML 排版组件,https://support.worldquantbrain.com/hc/en-us/community/posts/42215740602135,general,screened,3,True, +42215210781719,2026-07-25T07:43:59Z,2026-09-24T11:02:20Z,成为 Grandmaster 后，我复盘了 Q2 的 224 个 Alpha：相比过去，哪些真的改变了？,https://support.worldquantbrain.com/hc/en-us/community/posts/42215210781719,lessons,screened,26,True, +42211897526295,2026-07-25T02:29:49Z,2026-09-24T16:46:06Z,【SPC深度实战】从数据源到信号衰减——Systematic Predictions Challenge 排名优化的完整框架,https://support.worldquantbrain.com/hc/en-us/community/posts/42211897526295,optimization,screened,2,True, +42187906212247,2026-07-24T08:28:52Z,2026-09-22T14:15:01Z,冷门数据集分享【earnings】,https://support.worldquantbrain.com/hc/en-us/community/posts/42187906212247,data,synthesized,8,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md +42187744015767,2026-07-24T08:12:51Z,2026-09-24T22:06:05Z,使用rank_by_side改善2year_sharpe/ladder_sharpe,https://support.worldquantbrain.com/hc/en-us/community/posts/42187744015767,optimization,synthesized,14,True,08-alpha-optimization/diagnostic-workflow.md +42185098677399,2026-07-24T02:58:26Z,2026-09-24T11:34:13Z,分享自己写的超多功能的客户端(效率神器),https://support.worldquantbrain.com/hc/en-us/community/posts/42185098677399,general,screened,8,True, +42184733027991,2026-07-24T02:18:40Z,2026-09-22T15:24:49Z,浅谈我的一二三阶开发流程----记7.23日新人答疑课,https://support.worldquantbrain.com/hc/en-us/community/posts/42184733027991,general,synthesized,8,True,02-ai-mining/research-workflow.md;06-sources/curated.md +42161798745879,2026-07-23T09:22:01Z,2026-09-24T22:11:14Z,从新手到GM顾问：我的Alpha挖掘系统化方法论分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42161798745879,general,screened,9,True, +42160945573271,2026-07-23T07:42:15Z,2026-09-24T16:56:19Z,用Python alpha 剔除/保留特定国家/行业进行回测的初步尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/42160945573271,engineering,screened,9,True, +42160836246039,2026-07-23T07:26:46Z,2026-09-24T21:45:13Z,GOLD→MASTER→GM，VF0.96，我的11月至6月总结。,https://support.worldquantbrain.com/hc/en-us/community/posts/42160836246039,lessons,screened,7,True, +42160653418647,2026-07-23T07:06:37Z,2026-09-24T16:56:20Z,通过Labs查看group类型字段的字符串与对应数字id的方法(附部分对应表格),https://support.worldquantbrain.com/hc/en-us/community/posts/42160653418647,data,synthesized,0,True,07-professional-knowledge/data-and-signal-semantics.md +42078917602455,2026-07-20T10:08:29Z,2026-09-22T15:24:41Z,【Quant101】AI因子挖掘实战：零成本用AI挖掘一个 High Turnover PPA,https://support.worldquantbrain.com/hc/en-us/community/posts/42078917602455,optimization,screened,17,True, +42078729821591,2026-07-20T09:49:27Z,2026-09-24T21:43:47Z,【字段处理】nan 不是一种：断粮型该填、真缺型别填（GLB/MINVOL1M & IND/TOP500/D1）,https://support.worldquantbrain.com/hc/en-us/community/posts/42078729821591,data,synthesized,10,True,07-professional-knowledge/data-and-signal-semantics.md +42065802192023,2026-07-19T12:27:25Z,2026-09-22T15:24:44Z,[Token王] 2026Q2 全球六维数据分析,https://support.worldquantbrain.com/hc/en-us/community/posts/42065802192023,general,screened,9,True, +42065262268567,2026-07-19T11:29:39Z,2026-09-24T21:43:47Z,【换手治理】低换手≠稳健：turnover 的三个隐形侵蚀点，和 trade_when 别用反了（USA/TOP3000/D1）,https://support.worldquantbrain.com/hc/en-us/community/posts/42065262268567,optimization,synthesized,6,True,08-alpha-optimization/diagnostic-workflow.md +42064574062359,2026-07-19T10:02:02Z,2026-09-24T16:48:47Z,最近跑 alpha 后沉淀的几个少踩坑经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42064574062359,lessons,screened,4,True, +42064544905495,2026-07-19T09:53:45Z,2026-09-24T16:48:47Z,最近跑 alpha 后沉淀的几个少踩坑经验,https://support.worldquantbrain.com/hc/en-us/community/posts/42064544905495,lessons,screened,4,True, +42062231758103,2026-07-19T03:51:11Z,2026-09-22T15:25:58Z,【GLB】冷门数据集分享,https://support.worldquantbrain.com/hc/en-us/community/posts/42062231758103,data,synthesized,8,True,07-professional-knowledge/data-and-signal-semantics.md +42061123738903,2026-07-19T01:29:50Z,2026-09-24T16:56:21Z,Python alpha官方webinar视频代码补档：ACO + Online alphas,https://support.worldquantbrain.com/hc/en-us/community/posts/42061123738903,engineering,screened,6,True, +42060935441943,2026-07-19T01:05:26Z,2026-09-24T16:56:21Z,官方webinar不分享源代码？用skill一键完整提取视频中的代码,https://support.worldquantbrain.com/hc/en-us/community/posts/42060935441943,ai,screened,2,True, +42047259261335,2026-07-18T04:01:02Z,2026-09-24T21:43:47Z,从 Fast 翻译到 Python Alpha 别急着炫技：截面/时序错位是头号杀手，事件漂移和中性化层级是隐形雷,https://support.worldquantbrain.com/hc/en-us/community/posts/42047259261335,optimization,synthesized,4,True,02-ai-mining/python-alpha.md;06-sources/curated.md +42045578950551,2026-07-18T01:16:32Z,2026-09-24T16:52:54Z,【经验分享】从Gold到Master：一个普通顾问的升级之路,https://support.worldquantbrain.com/hc/en-us/community/posts/42045578950551,lessons,screened,5,True, +42044407938839,2026-07-17T23:55:28Z,2026-09-22T15:24:35Z,在回测页面新窗口打开Alpha 详情页和在详情页便携复制信息的油猴脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/42044407938839,engineering,screened,0,True, +42029118285847,2026-07-17T14:49:02Z,2026-09-24T21:43:48Z,rank / zscore / group_rank 别乱用：中性化前这一步，决定你 OS 稳不稳,https://support.worldquantbrain.com/hc/en-us/community/posts/42029118285847,optimization,screened,6,True, +42022555985047,2026-07-17T08:57:03Z,2026-09-23T05:36:00Z,【SPC宝可梦】收集多位投资大师Promot,https://support.worldquantbrain.com/hc/en-us/community/posts/42022555985047,general,screened,1,True, +42021722069143,2026-07-17T07:32:26Z,2026-09-24T21:46:11Z,【工具优化】回测页面中Alpha详情的跳转按钮没了？插件来实现！,https://support.worldquantbrain.com/hc/en-us/community/posts/42021722069143,optimization,screened,2,True, +42021244122775,2026-07-17T06:37:04Z,2026-09-22T13:50:14Z,SPC 竞赛 Prompt 生成完整指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42021244122775,general,screened,5,True, +42020342676759,2026-07-17T04:56:47Z,2026-09-24T16:48:59Z,【代码分享】免费获取SPC比赛所需ID数据,https://support.worldquantbrain.com/hc/en-us/community/posts/42020342676759,engineering,screened,2,True, +42019924663319,2026-07-17T04:09:47Z,2026-09-22T13:39:48Z,这次升级，让我非常的意外！,https://support.worldquantbrain.com/hc/en-us/community/posts/42019924663319,general,screened,1,True, +42019332809111,2026-07-17T03:11:51Z,2026-09-24T15:16:42Z,【新手顾问经验分享】从“随机试因子”到“研究生产系统”：一套面向 RA 与 PPA 的 Alpha 研究框架,https://support.worldquantbrain.com/hc/en-us/community/posts/42019332809111,lessons,screened,5,True, +42019010387479,2026-07-17T02:43:30Z,2026-09-24T16:46:07Z,"【踩坑记录】Python Alpha 开发中容易触发的 5 个""隐藏规则""",https://support.worldquantbrain.com/hc/en-us/community/posts/42019010387479,lessons,screened,2,True, +42018671130391,2026-07-17T02:14:19Z,2026-09-24T16:46:08Z,【经验分享】Alpha 过拟合的早期信号与应对策略,https://support.worldquantbrain.com/hc/en-us/community/posts/42018671130391,lessons,synthesized,4,True,09-experience-lessons/failure-casebook.md +42015743397655,2026-07-16T23:02:32Z,2026-09-22T13:39:46Z,Prompt 竞赛指南,https://support.worldquantbrain.com/hc/en-us/community/posts/42015743397655,general,screened,2,True, +42007074836247,2026-07-16T17:36:24Z,2026-09-22T13:39:44Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,https://support.worldquantbrain.com/hc/en-us/community/posts/42007074836247,events,synthesized,2,True,09-experience-lessons/competition-evidence.md +41995684431767,2026-07-16T09:16:12Z,2026-09-24T21:43:48Z,Python alpha 里 np.nan_to_num 填 0 是在造伪信号：缺失值这么补才不坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41995684431767,engineering,screened,2,True, +41995369186455,2026-07-16T08:39:40Z,2026-09-22T13:39:42Z,SPC 2026 Competition API 文档,https://support.worldquantbrain.com/hc/en-us/community/posts/41995369186455,engineering,screened,1,True, +41994809192215,2026-07-16T07:30:01Z,2026-09-24T22:13:24Z,【代码分享】用 Python 批量提交 SPC Prompt,https://support.worldquantbrain.com/hc/en-us/community/posts/41994809192215,engineering,screened,10,True, +41993968062743,2026-07-16T05:45:29Z,2026-09-24T22:07:22Z,从GM掉E，鼠鼠做错了哪些事情,https://support.worldquantbrain.com/hc/en-us/community/posts/41993968062743,general,screened,19,True, +41992899715607,2026-07-16T03:37:04Z,2026-09-24T22:13:24Z,SPC 平台是怎么处理你的 Prompt 的 —— 从提交到出 PnL 的个人理解,https://support.worldquantbrain.com/hc/en-us/community/posts/41992899715607,general,screened,3,True, +41974186627351,2026-07-15T14:28:21Z,2026-09-24T21:43:49Z,别盲目全region遍历：同一个字段在USA/IND/GLB覆盖差太多，裸concat直接变size beta,https://support.worldquantbrain.com/hc/en-us/community/posts/41974186627351,data,synthesized,2,True,07-professional-knowledge/data-and-signal-semantics.md +41949669579031,2026-07-14T16:29:48Z,2026-09-22T13:39:38Z,【经验分享】alpha提交脚本，解决最近遇到的提交429问题,https://support.worldquantbrain.com/hc/en-us/community/posts/41949669579031,lessons,screened,1,True, +41939959839895,2026-07-14T09:52:26Z,2026-09-24T21:43:49Z,"trade_when真不是装饰：把""只在某类行情里灵""的脆弱信号，用条件收住",https://support.worldquantbrain.com/hc/en-us/community/posts/41939959839895,optimization,screened,1,True, +41937689411479,2026-07-14T05:39:35Z,2026-09-24T15:16:33Z,【GLB/D1 PPAC复盘】第一次拿到PPAC第24名的复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41937689411479,lessons,screened,1,True, +41909117583383,2026-07-13T07:41:26Z,2026-09-24T12:38:35Z,【差生文具多】WQ助手1.03版本(安卓版本),https://support.worldquantbrain.com/hc/en-us/community/posts/41909117583383,general,screened,7,True, +41908323673111,2026-07-13T06:19:18Z,2026-09-24T21:43:49Z,字段堆越多alpha越牛？我替你们试过了，真不是这么回事,https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111,data,synthesized,3,True,07-professional-knowledge/data-and-signal-semantics.md +41903649174807,2026-07-12T22:22:13Z,2026-09-22T13:39:33Z,【新人笔记】Pairwise Correlation：提交前先想清楚提交顺序,https://support.worldquantbrain.com/hc/en-us/community/posts/41903649174807,portfolio,synthesized,3,True,08-alpha-optimization/diagnostic-workflow.md +41898564566167,2026-07-12T15:18:27Z,2026-09-24T16:45:33Z,新人半年一个季度一次跳跃：gold->expert->master,https://support.worldquantbrain.com/hc/en-us/community/posts/41898564566167,general,screened,2,True, +41898002651287,2026-07-12T14:31:29Z,2026-09-22T13:39:31Z,【经验分享】VF0.37->0.95->0.97！我的方法论和工作流都在这了,https://support.worldquantbrain.com/hc/en-us/community/posts/41898002651287,lessons,screened,4,True, +41897133795479,2026-07-12T13:05:00Z,2026-09-24T21:43:50Z,一个表达式IS很漂亮，提交半年后突然拉胯？我踩过的时间维度坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41897133795479,general,screened,1,True, +41895342323095,2026-07-12T09:23:12Z,2026-09-22T13:39:30Z,【新顾问友好】【工具分享】挖出来因子不知道哪个值得交？来看看！含webui界面的alpha后向筛选工具（开源）,https://support.worldquantbrain.com/hc/en-us/community/posts/41895342323095,engineering,screened,0,True, +41881412101399,2026-07-11T11:29:02Z,2026-09-24T21:43:50Z,【细节坑】中性化顺序不是随便排的：先 industry 还是先 group，结果差很多,https://support.worldquantbrain.com/hc/en-us/community/posts/41881412101399,optimization,screened,3,True, +41880799695127,2026-07-11T10:14:17Z,2026-09-22T13:58:27Z,[代码优化]ProdMemo v2.0：在浏览器本地计算 Self Corr,https://support.worldquantbrain.com/hc/en-us/community/posts/41880799695127,optimization,screened,4,True, +41878175264663,2026-07-11T04:13:48Z,2026-09-23T14:47:29Z,【python alpha】IND区域 Python Alpha 优化经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41878175264663,lessons,screened,3,True, +41877985926423,2026-07-11T03:58:23Z,2026-09-24T21:45:13Z,token太贵怎么办， GLM-5.2 免费了,https://support.worldquantbrain.com/hc/en-us/community/posts/41877985926423,events,screened,4,True, +41877348653335,2026-07-11T02:49:35Z,2026-09-24T16:46:09Z,【经验分享】SUPER Alpha 组合表达式（Combination）的多时间尺度融合 — combo_a 与风险调整权重,https://support.worldquantbrain.com/hc/en-us/community/posts/41877348653335,lessons,screened,2,True, +41860731598487,2026-07-10T15:11:51Z,2026-09-24T15:16:13Z,[代码分享] BRAIN Alpha 批量提交工具 — PPA 备注自动管理 + 429 自适应退避,https://support.worldquantbrain.com/hc/en-us/community/posts/41860731598487,ai,screened,0,True, +41856507417623,2026-07-10T12:39:26Z,2026-09-24T16:49:31Z,从「 IDE的MCP挨个手动重启」到「一次配置，全部打通」：我的 BRAIN MCP 桥接架构分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41856507417623,ai,synthesized,1,True,03-engineering/architecture.md;06-sources/curated.md +41854026316055,2026-07-10T09:39:49Z,2026-09-24T21:43:51Z,【验证纪律】同一表达式跨 universe 跑：region regime 错配导致的指标分裂,https://support.worldquantbrain.com/hc/en-us/community/posts/41854026316055,general,synthesized,1,True,08-alpha-optimization/diagnostic-workflow.md +41853221944727,2026-07-10T08:07:46Z,2026-09-23T04:23:23Z,【AI打工人】0基础新手指南。我们安装的Skill和MCP到底有什么，怎么用？,https://support.worldquantbrain.com/hc/en-us/community/posts/41853221944727,ai,screened,0,True, +41849925214231,2026-07-10T02:03:06Z,2026-09-23T08:00:32Z,降低【turnover】的几种方法对比分析,https://support.worldquantbrain.com/hc/en-us/community/posts/41849925214231,optimization,synthesized,4,True,08-alpha-optimization/diagnostic-workflow.md +41843067537431,2026-07-09T20:57:11Z,2026-09-18T05:00:39Z,Power Pool Competition拿奖就像开盲盒？USA D1 Fast Dataset Power Pool拿到第二名的分析与思考,https://support.worldquantbrain.com/hc/en-us/community/posts/41843067537431,events,synthesized,0,True,09-experience-lessons/competition-evidence.md +41830530812823,2026-07-09T14:35:37Z,2026-09-24T14:48:27Z,新手顾问Combined Selected Alpha Performance第一次更新冲上5.1,https://support.worldquantbrain.com/hc/en-us/community/posts/41830530812823,portfolio,screened,1,True, +41825836449047,2026-07-09T11:08:53Z,2026-09-23T05:31:18Z,【大角羊】一分钟掌握参加SPC 2026要点！,https://support.worldquantbrain.com/hc/en-us/community/posts/41825836449047,general,screened,2,True, +41804720051607,2026-07-08T15:47:44Z,2026-09-22T13:33:25Z,cnhkmcp 使用时经常需要重启和使用create_multi_simulation超时的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/41804720051607,ai,screened,1,True, +41801462727191,2026-07-08T14:19:05Z,2026-09-23T05:30:34Z,【SPC 2026】一文看懂 Systematic Prediction Challenge，写提示词就能参加！,https://support.worldquantbrain.com/hc/en-us/community/posts/41801462727191,ai,synthesized,1,True,04-platform/spc.md;06-sources/curated.md +41796491619351,2026-07-08T10:32:54Z,2026-09-24T16:56:22Z,多图解析GLB最新3x High Turnover Theme国区提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/41796491619351,optimization,screened,2,True, +41771840601495,2026-07-07T14:25:07Z,2026-09-23T05:30:35Z,【Super Alpha Combo 灵感】分享几个有意思的 Combo 表达式：获得更多三五！,https://support.worldquantbrain.com/hc/en-us/community/posts/41771840601495,ideas,screened,0,True, +41735891987479,2026-07-06T09:42:06Z,2026-09-24T21:43:51Z,废因子的二次利用：用低 Sharpe 稳定信号做自定义中性化,https://support.worldquantbrain.com/hc/en-us/community/posts/41735891987479,optimization,screened,1,True, +41734005749399,2026-07-06T06:03:18Z,2026-09-23T13:10:12Z,USA/D1 Power Pool July'26 — PPA六种中性化方式实测对比,https://support.worldquantbrain.com/hc/en-us/community/posts/41734005749399,optimization,screened,0,True, +41732813691287,2026-07-06T03:30:04Z,2026-09-24T16:49:00Z,【经验分享】MEA地区高级算子探索篇：ts_entropy,https://support.worldquantbrain.com/hc/en-us/community/posts/41732813691287,lessons,screened,14,True, +41719890581911,2026-07-05T04:44:58Z,2026-09-24T15:16:34Z,【代码优化】代码提交ppa和sa时调用AI自动/手动写描述,https://support.worldquantbrain.com/hc/en-us/community/posts/41719890581911,optimization,screened,3,True, +41707021146263,2026-07-04T09:22:13Z,2026-09-24T22:14:14Z,基于 MEA区TOP400因子，解决指标Weight Concentration过高、2Y Sharpe过低的优化实战总结,https://support.worldquantbrain.com/hc/en-us/community/posts/41707021146263,lessons,screened,1,True, +41706827651991,2026-07-04T08:53:46Z,2026-09-24T22:15:23Z,[all alpha can do] wqb_cli 0.3.2 震撼发布：从零打造 Agent-Native 的 WorldQuant BRAIN 真实操作层,https://support.worldquantbrain.com/hc/en-us/community/posts/41706827651991,ai,synthesized,15,True,00-restart/2026-timeline.md;03-engineering/architecture.md;06-sources/curated.md +41692781472919,2026-07-03T16:09:22Z,2026-09-23T13:24:50Z,[26年7月打卡活动] 坚持提交 Alpha，最高赢取 300 积分！兑换BRAIN周边与token,https://support.worldquantbrain.com/hc/en-us/community/posts/41692781472919,events,screened,24,True, +41684771561751,2026-07-03T09:43:59Z,2026-09-24T16:51:53Z,【心得分享】从入门到进阶——Alpha 优化全攻略,https://support.worldquantbrain.com/hc/en-us/community/posts/41684771561751,lessons,screened,0,True, +41684251807639,2026-07-03T08:53:42Z,2026-09-24T16:43:55Z,【实用工具】WorldQuant BRAIN Super Alpha 多地区生成器 复制可用 支持own和not own,https://support.worldquantbrain.com/hc/en-us/community/posts/41684251807639,portfolio,screened,1,True, +41684104419095,2026-07-03T08:34:18Z,2026-09-22T13:33:28Z,教训贴 - 学而时习之。,https://support.worldquantbrain.com/hc/en-us/community/posts/41684104419095,lessons,screened,1,True, +41655567026967,2026-07-02T09:07:02Z,2026-09-24T11:34:14Z,fast2python关于复现fast op分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41655567026967,engineering,screened,8,True, +41655387004439,2026-07-02T08:52:32Z,2026-09-24T21:42:35Z,WorldQuant BRAIN MCP 工具频繁崩溃？一行代码修复连接断开的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41655387004439,ai,screened,3,True, +41654205318807,2026-07-02T06:32:45Z,2026-09-22T13:33:27Z,求助帖---华子哥的插件如何查看数据集的表现,https://support.worldquantbrain.com/hc/en-us/community/posts/41654205318807,data,screened,4,True, 41653035827223,2026-07-02T04:23:28Z,2026-09-16T06:38:29Z,[Python alpha]基于LLms 工作流的python alpha制作经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41653035827223,lessons,synthesized,12,True,09-experience-lessons/failure-casebook.md -41651283176855,2026-07-02T01:49:11Z,2026-09-16T06:43:13Z,Osmosis 分数自动分配脚本：OS优先、REGULAR/SUPER分池、自动补齐10个,https://support.worldquantbrain.com/hc/en-us/community/posts/41651283176855,portfolio,screened,7,True, -41625344232343,2026-07-01T06:59:13Z,2026-09-13T05:07:55Z,【经验分享】MEA地区CONCENTRATED_WEIGHT 阻塞解决记录,https://support.worldquantbrain.com/hc/en-us/community/posts/41625344232343,lessons,screened,7,True, -41625263438999,2026-07-01T06:48:57Z,2026-09-15T07:55:30Z,【代码分享】一个小工具：新人往哪里挖因子,https://support.worldquantbrain.com/hc/en-us/community/posts/41625263438999,engineering,screened,0,True, +41651283176855,2026-07-02T01:49:11Z,2026-09-24T13:32:25Z,Osmosis 分数自动分配脚本：OS优先、REGULAR/SUPER分池、自动补齐10个,https://support.worldquantbrain.com/hc/en-us/community/posts/41651283176855,portfolio,screened,9,True, +41625344232343,2026-07-01T06:59:13Z,2026-09-24T16:49:01Z,【经验分享】MEA地区CONCENTRATED_WEIGHT 阻塞解决记录,https://support.worldquantbrain.com/hc/en-us/community/posts/41625344232343,lessons,screened,7,True, +41625263438999,2026-07-01T06:48:57Z,2026-09-22T13:33:26Z,【代码分享】一个小工具：新人往哪里挖因子,https://support.worldquantbrain.com/hc/en-us/community/posts/41625263438999,engineering,screened,1,True, 41568235513623,2026-06-29T09:20:34Z,2026-07-21T07:25:31Z,每次实操都要留下可复用的东西，让错误和经验都变成资产,https://support.worldquantbrain.com/hc/en-us/community/posts/41568235513623,lessons,screened,6,True, -41567966789655,2026-06-29T08:54:54Z,2026-09-16T06:44:25Z,"新人坐牢3个月后vf从0.5=>0.86,稳中求进",https://support.worldquantbrain.com/hc/en-us/community/posts/41567966789655,lessons,screened,0,True, -41563959159319,2026-06-29T01:58:42Z,2026-09-12T23:47:24Z,【经验分享】新手出分VF0.5-->0.96-->1-->1，Combine0.69-->0.39-->1.66-->2.03，如何从懵懂到开悟！,https://support.worldquantbrain.com/hc/en-us/community/posts/41563959159319,lessons,screened,23,True, -41556669366551,2026-06-28T15:20:46Z,2026-07-24T10:29:26Z,不懂就问，各位大神这个问题该怎么解决？,https://support.worldquantbrain.com/hc/en-us/community/posts/41556669366551,general,screened,1,True, -41553665016983,2026-06-28T10:02:03Z,2026-09-10T06:52:44Z,HKG PV Alpha 优化心得：rank(winsorize)+ts_quantile+decay=0 三重组合拳,https://support.worldquantbrain.com/hc/en-us/community/posts/41553665016983,lessons,screened,0,True, -41552805539991,2026-06-28T07:29:20Z,2026-07-23T09:38:25Z,【经验分享】这样的alpha到底应不应该交？,https://support.worldquantbrain.com/hc/en-us/community/posts/41552805539991,lessons,screened,0,True, -41551682155799,2026-06-28T04:41:20Z,2026-09-14T00:58:51Z,【Python Alpha 挑战赛】高换手率因子优化经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41551682155799,lessons,synthesized,8,True,08-alpha-optimization/diagnostic-workflow.md -41551045362071,2026-06-28T03:14:14Z,2026-09-17T06:44:56Z,【代码工具分享】让 Alpha 回测告别手工时代：一条命令跑完整个研究闭环,https://support.worldquantbrain.com/hc/en-us/community/posts/41551045362071,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md +41567966789655,2026-06-29T08:54:54Z,2026-09-22T13:33:27Z,"新人坐牢3个月后vf从0.5=>0.86,稳中求进",https://support.worldquantbrain.com/hc/en-us/community/posts/41567966789655,lessons,screened,1,True, +41563959159319,2026-06-29T01:58:42Z,2026-09-22T10:46:50Z,【经验分享】新手出分VF0.5-->0.96-->1-->1，Combine0.69-->0.39-->1.66-->2.03，如何从懵懂到开悟！,https://support.worldquantbrain.com/hc/en-us/community/posts/41563959159319,lessons,screened,23,True, +41556669366551,2026-06-28T15:20:46Z,2026-09-22T13:33:26Z,不懂就问，各位大神这个问题该怎么解决？,https://support.worldquantbrain.com/hc/en-us/community/posts/41556669366551,general,screened,2,True, +41553665016983,2026-06-28T10:02:03Z,2026-09-22T13:33:27Z,HKG PV Alpha 优化心得：rank(winsorize)+ts_quantile+decay=0 三重组合拳,https://support.worldquantbrain.com/hc/en-us/community/posts/41553665016983,lessons,screened,1,True, +41552805539991,2026-06-28T07:29:20Z,2026-09-22T13:33:30Z,【经验分享】这样的alpha到底应不应该交？,https://support.worldquantbrain.com/hc/en-us/community/posts/41552805539991,lessons,screened,1,True, +41551682155799,2026-06-28T04:41:20Z,2026-09-22T14:15:04Z,【Python Alpha 挑战赛】高换手率因子优化经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41551682155799,lessons,synthesized,9,True,08-alpha-optimization/diagnostic-workflow.md +41551045362071,2026-06-28T03:14:14Z,2026-09-22T13:33:28Z,【代码工具分享】让 Alpha 回测告别手工时代：一条命令跑完整个研究闭环,https://support.worldquantbrain.com/hc/en-us/community/posts/41551045362071,engineering,synthesized,1,True,03-engineering/2026-operating-lessons.md 41550810962455,2026-06-28T02:51:55Z,2026-08-22T12:06:33Z,【经验分享】VF0.5-0.93-0.88-0.96-0.88-0.93，我交了什么样的Alpha？,https://support.worldquantbrain.com/hc/en-us/community/posts/41550810962455,lessons,screened,5,True, -41550783184663,2026-06-28T02:44:23Z,2026-09-15T05:58:52Z,【MCP WorkFlow】靠这套GLB地区优化工作流，RA直接入账55刀（附核心模板）,https://support.worldquantbrain.com/hc/en-us/community/posts/41550783184663,optimization,synthesized,8,True,08-alpha-optimization/diagnostic-workflow.md -41540700959639,2026-06-27T12:41:58Z,2026-07-24T10:33:57Z,[Python Alpha 挑战赛] Monte Carlo GBM + 贝叶斯自适应：AI Agent 量化研究工作流实战,https://support.worldquantbrain.com/hc/en-us/community/posts/41540700959639,ai,synthesized,1,True,01-alpha-ideas/relationship-and-extension-cards.md;02-ai-mining/2026-methods-and-failures.md +41550783184663,2026-06-28T02:44:23Z,2026-09-24T11:07:33Z,【MCP WorkFlow】靠这套GLB地区优化工作流，RA直接入账55刀（附核心模板）,https://support.worldquantbrain.com/hc/en-us/community/posts/41550783184663,optimization,synthesized,9,True,08-alpha-optimization/diagnostic-workflow.md +41540700959639,2026-06-27T12:41:58Z,2026-09-22T13:33:29Z,[Python Alpha 挑战赛] Monte Carlo GBM + 贝叶斯自适应：AI Agent 量化研究工作流实战,https://support.worldquantbrain.com/hc/en-us/community/posts/41540700959639,ai,synthesized,2,True,01-alpha-ideas/relationship-and-extension-cards.md;02-ai-mining/2026-methods-and-failures.md 41540545206679,2026-06-27T12:32:05Z,2026-09-17T06:46:39Z,【Quant101】基于FastExpr的高效PythonAlpha架构设计——From Fast to Python Skill,https://support.worldquantbrain.com/hc/en-us/community/posts/41540545206679,ai,synthesized,5,True,02-ai-mining/2026-methods-and-failures.md -41510344038551,2026-06-26T09:58:11Z,2026-07-23T09:36:18Z,【osmosis】首次分配osmosis，入围「Osmosis 破浪挑战赛」启航组TOP20的一些总结,https://support.worldquantbrain.com/hc/en-us/community/posts/41510344038551,lessons,screened,0,True, +41510344038551,2026-06-26T09:58:11Z,2026-09-22T13:33:30Z,【osmosis】首次分配osmosis，入围「Osmosis 破浪挑战赛」启航组TOP20的一些总结,https://support.worldquantbrain.com/hc/en-us/community/posts/41510344038551,lessons,screened,1,True, 41509886803223,2026-06-26T09:19:30Z,2026-07-29T15:58:22Z,vf0.5-0.73-0.96（cb负数，一脸懵逼的上vf0.9？）,https://support.worldquantbrain.com/hc/en-us/community/posts/41509886803223,lessons,screened,7,True, -41505626370711,2026-06-26T03:24:45Z,2026-07-16T08:04:29Z,【python alpha挑战赛】我的第一个python alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41505626370711,engineering,screened,1,True, -41485794329111,2026-06-25T15:53:28Z,2026-08-19T15:09:39Z,大模型量化研究通用提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/41485794329111,ai,screened,3,True, -41477736120983,2026-06-25T10:46:37Z,2026-09-16T16:01:22Z,【经验分享】VF0.5 - 0.8- 0.7 - 0.96，我的 VF 过山车全复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41477736120983,lessons,screened,7,True, -41476771798039,2026-06-25T09:12:45Z,2026-09-16T16:06:09Z,OS comb从稳健提升到雪崩，我的一次教训。,https://support.worldquantbrain.com/hc/en-us/community/posts/41476771798039,lessons,synthesized,3,True,09-experience-lessons/failure-casebook.md +41505626370711,2026-06-26T03:24:45Z,2026-09-20T01:31:29Z,【python alpha挑战赛】我的第一个python alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41505626370711,engineering,screened,1,True, +41485794329111,2026-06-25T15:53:28Z,2026-09-23T15:17:21Z,大模型量化研究通用提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/41485794329111,ai,screened,3,True, +41477736120983,2026-06-25T10:46:37Z,2026-09-24T16:07:33Z,【经验分享】VF0.5 - 0.8- 0.7 - 0.96，我的 VF 过山车全复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41477736120983,lessons,screened,7,True, +41476771798039,2026-06-25T09:12:45Z,2026-09-24T21:47:33Z,OS comb从稳健提升到雪崩，我的一次教训。,https://support.worldquantbrain.com/hc/en-us/community/posts/41476771798039,lessons,synthesized,3,True,09-experience-lessons/failure-casebook.md 41469699090071,2026-06-24T22:45:50Z,2026-09-16T05:13:36Z,我的AI工作流：从低谷到突破，AI成了我的研究搭档,https://support.worldquantbrain.com/hc/en-us/community/posts/41469699090071,ai,screened,3,True, -41459028441623,2026-06-24T16:23:21Z,2026-09-17T13:37:46Z,[经验分享]Osmosis分配的三种思路,https://support.worldquantbrain.com/hc/en-us/community/posts/41459028441623,lessons,screened,2,True, +41459028441623,2026-06-24T16:23:21Z,2026-09-22T14:16:41Z,[经验分享]Osmosis分配的三种思路,https://support.worldquantbrain.com/hc/en-us/community/posts/41459028441623,lessons,screened,3,True, 41458691230615,2026-06-24T16:12:12Z,2026-07-11T04:22:07Z,MCP 实战中的三个效率瓶颈和我的绕行方案,https://support.worldquantbrain.com/hc/en-us/community/posts/41458691230615,ai,screened,0,True, -41449260982423,2026-06-24T08:44:11Z,2026-09-17T08:13:09Z,【python alpha挑战赛】fast to python alpha skill,https://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423,ai,synthesized,16,True,02-ai-mining/2026-methods-and-failures.md +41449260982423,2026-06-24T08:44:11Z,2026-09-21T05:31:30Z,【python alpha挑战赛】fast to python alpha skill,https://support.worldquantbrain.com/hc/en-us/community/posts/41449260982423,ai,synthesized,16,True,02-ai-mining/2026-methods-and-failures.md 41447270247703,2026-06-24T04:47:37Z,2026-08-06T02:05:48Z,【Python Alpha】trade_when 参数调优,https://support.worldquantbrain.com/hc/en-us/community/posts/41447270247703,optimization,synthesized,15,True,08-alpha-optimization/diagnostic-workflow.md -41446358126743,2026-06-24T03:12:35Z,2026-07-24T10:27:04Z,[工具分享]还在用向日葵？试试这款远程工具吧，免费流畅！,https://support.worldquantbrain.com/hc/en-us/community/posts/41446358126743,engineering,screened,1,True, +41446358126743,2026-06-24T03:12:35Z,2026-09-23T11:55:18Z,[工具分享]还在用向日葵？试试这款远程工具吧，免费流畅！,https://support.worldquantbrain.com/hc/en-us/community/posts/41446358126743,engineering,screened,1,True, 41446189246743,2026-06-24T02:57:34Z,2026-08-24T11:56:35Z,[一键运行版]AI工作流里准确校验表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/41446189246743,ai,screened,11,True, 41430666584471,2026-06-23T16:06:52Z,2026-07-20T11:17:38Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,https://support.worldquantbrain.com/hc/en-us/community/posts/41430666584471,ai,screened,16,True, 41430630302871,2026-06-23T16:04:11Z,2026-07-04T09:07:54Z,【复利工作流探索・第 1 篇】流程框架分工总览：如何打造可以持续迭代增值的挖矿体系,https://support.worldquantbrain.com/hc/en-us/community/posts/41430630302871,ai,screened,0,True, -41428076834583,2026-06-23T14:48:40Z,2026-07-29T15:58:21Z,os rank全球第一对我的os combine的影响？以及如何通过os rank判断自己的oscombine的涨跌！,https://support.worldquantbrain.com/hc/en-us/community/posts/41428076834583,portfolio,synthesized,7,True,08-alpha-optimization/portfolio-and-correlation.md +41428076834583,2026-06-23T14:48:40Z,2026-09-22T00:28:02Z,os rank全球第一对我的os combine的影响？以及如何通过os rank判断自己的oscombine的涨跌！,https://support.worldquantbrain.com/hc/en-us/community/posts/41428076834583,portfolio,synthesized,7,True,08-alpha-optimization/portfolio-and-correlation.md 41421236450967,2026-06-23T08:42:05Z,2026-07-15T09:16:06Z,使用蒙特卡洛来实现python alpha代码,https://support.worldquantbrain.com/hc/en-us/community/posts/41421236450967,engineering,screened,4,True, -41421186876439,2026-06-23T08:36:36Z,2026-09-13T14:38:19Z,[Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南,https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439,engineering,screened,8,True, -41420742165527,2026-06-23T07:51:08Z,2026-09-06T07:52:17Z,HKG sentiment (snl27/snt27) 三种 vec_sum 后处理路径实测对比,https://support.worldquantbrain.com/hc/en-us/community/posts/41420742165527,general,screened,0,True, +41421186876439,2026-06-23T08:36:36Z,2026-09-18T07:09:22Z,[Python Alpha 挑战赛] Regular Alpha → Python Alpha 转换实战指南,https://support.worldquantbrain.com/hc/en-us/community/posts/41421186876439,engineering,screened,8,True, +41420742165527,2026-06-23T07:51:08Z,2026-09-22T13:33:28Z,HKG sentiment (snl27/snt27) 三种 vec_sum 后处理路径实测对比,https://support.worldquantbrain.com/hc/en-us/community/posts/41420742165527,general,screened,1,True, 41418252156439,2026-06-23T02:58:03Z,2026-08-02T03:07:01Z,Python Alpha 数据预处理完全指南：从 Raw Data 到 Clean Signal 的五步法,https://support.worldquantbrain.com/hc/en-us/community/posts/41418252156439,engineering,screened,6,True, -41418196103191,2026-06-23T02:51:58Z,2026-07-24T10:23:52Z,隐藏技巧: 批量用alpha_id查询alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41418196103191,general,screened,0,True, -41417418697111,2026-06-23T01:38:06Z,2026-09-14T00:58:52Z,利用AI优化alpha，成功提交的过程,https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111,optimization,screened,0,True, +41418196103191,2026-06-23T02:51:58Z,2026-09-22T13:33:29Z,隐藏技巧: 批量用alpha_id查询alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41418196103191,general,screened,1,True, +41417418697111,2026-06-23T01:38:06Z,2026-09-22T14:15:04Z,利用AI优化alpha，成功提交的过程,https://support.worldquantbrain.com/hc/en-us/community/posts/41417418697111,optimization,screened,3,True, 41409109779607,2026-06-22T19:19:08Z,2026-09-02T18:50:55Z,用 Codex + Claude Code 做 WorldQuant Alpha：一个简单实用的多 Agent 工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41409109779607,ai,screened,7,True, -41397704497303,2026-06-22T13:37:58Z,2026-07-24T06:26:13Z,【求助贴】关于Python生成Alpha表达式的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/41397704497303,engineering,screened,0,True, -41396933582231,2026-06-22T13:10:05Z,2026-07-23T09:57:14Z,【写给新顾问】这个因子值不值得提？3步帮你快速厘清！,https://support.worldquantbrain.com/hc/en-us/community/posts/41396933582231,general,screened,0,True, -41392995550231,2026-06-22T08:51:19Z,2026-09-10T15:39:44Z,【AI提示词分享】给claude code加戒律的提示词，提高效率,https://support.worldquantbrain.com/hc/en-us/community/posts/41392995550231,ai,screened,0,True, -41391880122007,2026-06-22T06:41:16Z,2026-07-23T09:43:07Z,最近一轮 Super Alpha 组件候选复盘：高 Fitness 不等于可提交,https://support.worldquantbrain.com/hc/en-us/community/posts/41391880122007,lessons,screened,0,True, +41397704497303,2026-06-22T13:37:58Z,2026-09-22T13:33:33Z,【求助贴】关于Python生成Alpha表达式的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/41397704497303,engineering,screened,1,True, +41396933582231,2026-06-22T13:10:05Z,2026-09-22T13:33:33Z,【写给新顾问】这个因子值不值得提？3步帮你快速厘清！,https://support.worldquantbrain.com/hc/en-us/community/posts/41396933582231,general,screened,1,True, +41392995550231,2026-06-22T08:51:19Z,2026-09-22T13:33:32Z,【AI提示词分享】给claude code加戒律的提示词，提高效率,https://support.worldquantbrain.com/hc/en-us/community/posts/41392995550231,ai,screened,1,True, +41391880122007,2026-06-22T06:41:16Z,2026-09-22T13:33:31Z,最近一轮 Super Alpha 组件候选复盘：高 Fitness 不等于可提交,https://support.worldquantbrain.com/hc/en-us/community/posts/41391880122007,lessons,screened,1,True, 41377679573143,2026-06-21T03:37:53Z,2026-08-30T17:48:14Z,节省网络获取pc的一点想法,https://support.worldquantbrain.com/hc/en-us/community/posts/41377679573143,general,screened,20,True, 41377147135255,2026-06-21T02:19:06Z,2026-08-31T07:12:26Z,【大角羊】OSM Combine匀速提升：-3.20~-1.25~0.63~2.44,https://support.worldquantbrain.com/hc/en-us/community/posts/41377147135255,portfolio,screened,8,True, -41363895396247,2026-06-20T03:57:49Z,2026-09-08T18:17:38Z,【代码分享】自动提交alpha脚本，睡前上班自动筛选、提交、语音播报，断粮保底神器【开箱即用】,https://support.worldquantbrain.com/hc/en-us/community/posts/41363895396247,engineering,screened,1,True, +41363895396247,2026-06-20T03:57:49Z,2026-09-22T14:08:36Z,【代码分享】自动提交alpha脚本，睡前上班自动筛选、提交、语音播报，断粮保底神器【开箱即用】,https://support.worldquantbrain.com/hc/en-us/community/posts/41363895396247,engineering,screened,2,True, 41363885291031,2026-06-20T03:56:04Z,2026-09-09T04:05:23Z,想让 Claude 通宵挖 alpha、早上只看结果？我加了一层 simulation wrapper,https://support.worldquantbrain.com/hc/en-us/community/posts/41363885291031,ai,synthesized,6,True,03-engineering/architecture.md;06-sources/curated.md 41321765292567,2026-06-18T14:47:07Z,2026-09-13T06:55:42Z,[Python Alpha 挑战赛]使用蒙特卡洛来实现python alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41321765292567,engineering,screened,11,True, -41320039211671,2026-06-18T13:51:10Z,2026-08-23T08:33:41Z,Genius 六维 Tie breaker 实战手册（来自 AI 同事 GLM5.2）,https://support.worldquantbrain.com/hc/en-us/community/posts/41320039211671,ai,screened,0,True, -41318082888343,2026-06-18T12:35:57Z,2026-08-07T10:55:59Z,根据margin来管理PPA TAG,https://support.worldquantbrain.com/hc/en-us/community/posts/41318082888343,optimization,screened,2,True, +41320039211671,2026-06-18T13:51:10Z,2026-09-22T13:33:32Z,Genius 六维 Tie breaker 实战手册（来自 AI 同事 GLM5.2）,https://support.worldquantbrain.com/hc/en-us/community/posts/41320039211671,ai,screened,1,True, +41318082888343,2026-06-18T12:35:57Z,2026-09-22T13:35:10Z,根据margin来管理PPA TAG,https://support.worldquantbrain.com/hc/en-us/community/posts/41318082888343,optimization,screened,3,True, 41316959711895,2026-06-18T11:36:58Z,2026-08-28T07:32:10Z,筛选可优化RA进阶版,https://support.worldquantbrain.com/hc/en-us/community/posts/41316959711895,optimization,screened,14,True, -41292678360727,2026-06-17T14:06:03Z,2026-08-26T03:25:01Z,"频率感知的 Seed 构造 × CW 前置分层诊断 × 多 GEM 降相关：让自动化 Alpha 挖掘在""源头""而非""后处理""解决问题",https://support.worldquantbrain.com/hc/en-us/community/posts/41292678360727,portfolio,synthesized,11,True,02-ai-mining/research-workflow.md;06-sources/curated.md +41292678360727,2026-06-17T14:06:03Z,2026-09-22T00:24:24Z,"频率感知的 Seed 构造 × CW 前置分层诊断 × 多 GEM 降相关：让自动化 Alpha 挖掘在""源头""而非""后处理""解决问题",https://support.worldquantbrain.com/hc/en-us/community/posts/41292678360727,portfolio,synthesized,11,True,02-ai-mining/research-workflow.md;06-sources/curated.md 41284510093591,2026-06-17T04:16:04Z,2026-08-28T07:52:15Z,【Python Alpha】把alpha丢进傅里叶变换后指标真给整过去了,https://support.worldquantbrain.com/hc/en-us/community/posts/41284510093591,engineering,screened,20,True, -41284360565399,2026-06-17T04:02:12Z,2026-09-17T05:06:36Z,基于MCP + claude(codex)的全自动alpha挖掘系统:30分钟Regular alpha直出,https://support.worldquantbrain.com/hc/en-us/community/posts/41284360565399,ai,screened,44,True, -41279111112855,2026-06-16T22:23:41Z,2026-09-07T20:49:02Z,CHN Python Alpha 踩坑实录：risk72 死磕 prod_corr 无果，换 virgin 数据集才过关,https://support.worldquantbrain.com/hc/en-us/community/posts/41279111112855,lessons,synthesized,17,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md +41284360565399,2026-06-17T04:02:12Z,2026-09-22T10:57:16Z,基于MCP + claude(codex)的全自动alpha挖掘系统:30分钟Regular alpha直出,https://support.worldquantbrain.com/hc/en-us/community/posts/41284360565399,ai,screened,44,True, +41279111112855,2026-06-16T22:23:41Z,2026-09-23T15:07:32Z,CHN Python Alpha 踩坑实录：risk72 死磕 prod_corr 无果，换 virgin 数据集才过关,https://support.worldquantbrain.com/hc/en-us/community/posts/41279111112855,lessons,synthesized,17,True,08-alpha-optimization/diagnostic-workflow.md;09-experience-lessons/failure-casebook.md 41254129745815,2026-06-16T03:08:27Z,2026-07-07T14:12:32Z,【gemini-cli停用】迁移至Antigravity-cli教程,https://support.worldquantbrain.com/hc/en-us/community/posts/41254129745815,ai,screened,6,True, -41236357050903,2026-06-15T15:37:54Z,2026-09-15T06:52:23Z,【经验分享】我的 WQ Brain 本地工具箱：模板管理器、Alpha 列表、Genius 三大件,https://support.worldquantbrain.com/hc/en-us/community/posts/41236357050903,lessons,screened,16,True, +41236357050903,2026-06-15T15:37:54Z,2026-09-24T16:47:56Z,【经验分享】我的 WQ Brain 本地工具箱：模板管理器、Alpha 列表、Genius 三大件,https://support.worldquantbrain.com/hc/en-us/community/posts/41236357050903,lessons,screened,19,True, 41228556172951,2026-06-15T10:50:25Z,2026-07-07T14:04:41Z,【免费GLM-5.2来了】智谱官方活动分享——zcode新用户免费用5天GLM5.2,https://support.worldquantbrain.com/hc/en-us/community/posts/41228556172951,events,screened,4,True, 41225167988503,2026-06-15T04:58:51Z,2026-07-29T03:12:34Z,【论坛发帖/评论管理通知】AI时代，我该如何逛论坛和参与,https://support.worldquantbrain.com/hc/en-us/community/posts/41225167988503,events,screened,0,True, 41215965611159,2026-06-14T16:03:22Z,2026-08-22T08:38:14Z,从-0.3到1.2：我的世坤顾问之路,https://support.worldquantbrain.com/hc/en-us/community/posts/41215965611159,lessons,screened,3,True, 41214315913111,2026-06-14T13:49:12Z,2026-07-20T11:13:08Z,【MCP WorkFlow】一个使“优化成功”成为常态的综合优化工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41214315913111,optimization,screened,12,True, 41212298292247,2026-06-14T10:26:15Z,2026-07-21T07:25:29Z,AI辅助挖因子半年记：从怀疑到真香，再到清醒,https://support.worldquantbrain.com/hc/en-us/community/posts/41212298292247,ai,screened,5,True, 41212086027543,2026-06-14T09:59:25Z,2026-09-13T13:07:21Z,os comb从3+到1+的一些总结和分析,https://support.worldquantbrain.com/hc/en-us/community/posts/41212086027543,lessons,screened,2,True, -41208709211671,2026-06-14T02:17:08Z,2026-08-28T07:54:04Z,傅里叶变换在 Alpha 开发中的应用：频率域视角下的信号分解与策略构造,https://support.worldquantbrain.com/hc/en-us/community/posts/41208709211671,general,synthesized,9,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md -41197045436951,2026-06-13T11:26:43Z,2026-09-05T15:37:50Z,CONCENTRATED WEIGHT 系统性排查与修复手册-2（基于实战经验的 CW 攻防全指南_进阶篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/41197045436951,lessons,screened,11,True, -41171093081367,2026-06-12T13:16:06Z,2026-08-30T12:14:50Z,分享一个白嫖小米 MiMo V2.5的途径,https://support.worldquantbrain.com/hc/en-us/community/posts/41171093081367,general,screened,7,True, +41208709211671,2026-06-14T02:17:08Z,2026-08-28T07:54:04Z,傅里叶变换在 Alpha 开发中的应用：频率域视角下的信号分解与策略构造,https://support.worldquantbrain.com/hc/en-us/community/posts/41208709211671,general,synthesized,9,False,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md +41197045436951,2026-06-13T11:26:43Z,2026-09-22T01:33:36Z,CONCENTRATED WEIGHT 系统性排查与修复手册-2（基于实战经验的 CW 攻防全指南_进阶篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/41197045436951,lessons,screened,11,True, +41171093081367,2026-06-12T13:16:06Z,2026-09-22T00:25:05Z,分享一个白嫖小米 MiMo V2.5的途径,https://support.worldquantbrain.com/hc/en-us/community/posts/41171093081367,general,screened,7,True, 41167837278359,2026-06-12T10:18:26Z,2026-08-07T10:58:39Z,[Python Alpha 挑战赛] 平台操作符与python计算逻辑的对应关系,https://support.worldquantbrain.com/hc/en-us/community/posts/41167837278359,optimization,screened,1,True, -41165066237079,2026-06-12T05:38:52Z,2026-07-25T07:27:45Z,[Python Alpha 挑战赛] 像RA一样自动化模版回测,https://support.worldquantbrain.com/hc/en-us/community/posts/41165066237079,engineering,screened,13,True, +41165066237079,2026-06-12T05:38:52Z,2026-09-22T00:26:56Z,[Python Alpha 挑战赛] 像RA一样自动化模版回测,https://support.worldquantbrain.com/hc/en-us/community/posts/41165066237079,engineering,screened,13,True, 41163824201623,2026-06-12T03:31:29Z,2026-08-26T03:26:23Z,codex流是不是不行，回测几十万都没找到,https://support.worldquantbrain.com/hc/en-us/community/posts/41163824201623,ai,screened,11,True, -41162636720919,2026-06-12T01:53:44Z,2026-08-31T12:43:10Z,提高MEA区的Sub-universe Sharpe of 1.11 is below cutoff of 1.14.问题一点经验,https://support.worldquantbrain.com/hc/en-us/community/posts/41162636720919,lessons,screened,8,True, -41162316064023,2026-06-12T01:25:43Z,2026-08-03T08:27:51Z,【Alpha灵感】MEA地区靠SUE模板点亮了Fnd,https://support.worldquantbrain.com/hc/en-us/community/posts/41162316064023,ideas,synthesized,0,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md -41162148315799,2026-06-12T01:15:20Z,2026-07-23T04:46:56Z,[Python Alpha 挑战赛] Python Alpha 回测太慢？聊聊我的性能优化三板斧,https://support.worldquantbrain.com/hc/en-us/community/posts/41162148315799,optimization,screened,14,True, +41162636720919,2026-06-12T01:53:44Z,2026-09-22T13:37:41Z,提高MEA区的Sub-universe Sharpe of 1.11 is below cutoff of 1.14.问题一点经验,https://support.worldquantbrain.com/hc/en-us/community/posts/41162636720919,lessons,screened,9,True, +41162316064023,2026-06-12T01:25:43Z,2026-09-24T08:54:18Z,【Alpha灵感】MEA地区靠SUE模板点亮了Fnd,https://support.worldquantbrain.com/hc/en-us/community/posts/41162316064023,ideas,synthesized,0,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md +41162148315799,2026-06-12T01:15:20Z,2026-09-22T14:36:34Z,[Python Alpha 挑战赛] Python Alpha 回测太慢？聊聊我的性能优化三板斧,https://support.worldquantbrain.com/hc/en-us/community/posts/41162148315799,optimization,screened,14,True, 41142979050775,2026-06-11T13:23:59Z,2026-09-13T14:16:48Z,多源信号组合的经济学尝试和感悟--目前陆续有产出,https://support.worldquantbrain.com/hc/en-us/community/posts/41142979050775,lessons,screened,1,True, 41141847644311,2026-06-11T12:43:54Z,2026-09-09T13:55:09Z,"换个角度，理解一下trade_when(x, y, z) 方法",https://support.worldquantbrain.com/hc/en-us/community/posts/41141847644311,optimization,screened,12,True, 41138717791895,2026-06-11T09:21:48Z,2026-07-23T19:13:57Z,[Python Alpha 挑战赛] python alpha换手率压不下来？利用store！让它学会安静 —— store+死区降低换手率！,https://support.worldquantbrain.com/hc/en-us/community/posts/41138717791895,engineering,screened,14,True, -41138382717719,2026-06-11T08:46:30Z,2026-08-31T07:15:32Z,Osmosis 连续两周>0.5，均值 0.69，我的分配思路分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41138382717719,portfolio,screened,32,True, +41138382717719,2026-06-11T08:46:30Z,2026-09-24T16:54:48Z,Osmosis 连续两周>0.5，均值 0.69，我的分配思路分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41138382717719,portfolio,screened,33,True, 41137009390231,2026-06-11T06:27:20Z,2026-08-31T03:50:13Z,[Python Alpha 挑战赛]Python Alpha：自由编程的正确打开方式,https://support.worldquantbrain.com/hc/en-us/community/posts/41137009390231,engineering,screened,10,True, -41135490599063,2026-06-11T03:41:09Z,2026-08-27T10:08:56Z,[Python Alpha 挑战赛]Python Alpha两阶段筛选法：FastExpr快速验证 + Python深度优化,https://support.worldquantbrain.com/hc/en-us/community/posts/41135490599063,optimization,synthesized,9,True,00-restart/2026-timeline.md;02-ai-mining/python-alpha.md;06-sources/curated.md -41134957392663,2026-06-11T02:54:33Z,2026-09-13T06:55:49Z,双字段 Alpha 构建,https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663,ideas,synthesized,4,True,01-alpha-ideas/relationship-and-extension-cards.md +41135490599063,2026-06-11T03:41:09Z,2026-09-22T14:36:42Z,[Python Alpha 挑战赛]Python Alpha两阶段筛选法：FastExpr快速验证 + Python深度优化,https://support.worldquantbrain.com/hc/en-us/community/posts/41135490599063,optimization,synthesized,9,True,00-restart/2026-timeline.md;02-ai-mining/python-alpha.md;06-sources/curated.md +41134957392663,2026-06-11T02:54:33Z,2026-09-19T08:40:43Z,双字段 Alpha 构建,https://support.worldquantbrain.com/hc/en-us/community/posts/41134957392663,ideas,synthesized,4,True,01-alpha-ideas/relationship-and-extension-cards.md 41134649919383,2026-06-11T02:29:05Z,2026-08-04T13:20:02Z,[Python Alpha 挑战赛] 一句prompt一次实现prod0.71 --> prod0.69,https://support.worldquantbrain.com/hc/en-us/community/posts/41134649919383,engineering,screened,15,True, -41133909608087,2026-06-11T01:33:58Z,2026-09-10T12:37:40Z,[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087,ai,screened,3,True, +41133909608087,2026-06-11T01:33:58Z,2026-09-19T04:31:17Z,[Python Alpha 挑战赛] Python Alpha AI 工作流搭建分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41133909608087,ai,screened,3,True, 41128676944407,2026-06-10T21:03:28Z,2026-07-18T22:12:10Z,【保姆级教程】零基础搞定 Google Antigravity (Gemini CLI),https://support.worldquantbrain.com/hc/en-us/community/posts/41128676944407,ai,screened,1,True, 41119909511319,2026-06-10T16:37:11Z,2026-07-24T10:43:38Z,[Python Alpha 挑战赛] 用期权隐含波动率偏斜（IV Skew）构建Alpha——Python Alpha实战分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41119909511319,engineering,screened,10,True, -41105956280855,2026-06-10T03:21:14Z,2026-07-08T06:56:43Z,【Quant101】FieldPer 拯救计划：Skill 围栏,https://support.worldquantbrain.com/hc/en-us/community/posts/41105956280855,ai,screened,0,True, +41105956280855,2026-06-10T03:21:14Z,2026-09-24T01:25:11Z,【Quant101】FieldPer 拯救计划：Skill 围栏,https://support.worldquantbrain.com/hc/en-us/community/posts/41105956280855,ai,screened,0,True, 41105918774807,2026-06-10T03:13:56Z,2026-09-06T05:07:38Z,【Quant101】OpCount 拯救计划：因子化简,https://support.worldquantbrain.com/hc/en-us/community/posts/41105918774807,general,synthesized,2,True,07-professional-knowledge/data-and-signal-semantics.md 41105476543511,2026-06-10T02:40:27Z,2026-08-08T06:07:50Z,多时间尺度信号融合：Python Alpha 中的分层特征提取框架实战,https://support.worldquantbrain.com/hc/en-us/community/posts/41105476543511,engineering,screened,0,True, 41077771395479,2026-06-09T06:40:32Z,2026-08-25T13:39:10Z,OS RANK Performance 首次突破GM！任何人都可以做得到！,https://support.worldquantbrain.com/hc/en-us/community/posts/41077771395479,optimization,screened,0,True, 41077253351831,2026-06-09T05:46:13Z,2026-07-08T01:02:15Z,【代码优化】针对AI打工人中AI桌面插件的代码优化调整,https://support.worldquantbrain.com/hc/en-us/community/posts/41077253351831,optimization,screened,0,True, 41076241014423,2026-06-09T03:50:43Z,2026-09-14T08:35:26Z,SUPER Alpha 构建实战：Selection 与 Combo 表达式设计策略,https://support.worldquantbrain.com/hc/en-us/community/posts/41076241014423,portfolio,synthesized,0,True,08-alpha-optimization/portfolio-and-correlation.md -41065497021335,2026-06-08T19:04:45Z,2026-09-17T14:00:40Z,【吹哨人】不再水贴！最新 MCP 自带 brain-forum-browse Skill，对 AI 说「逛一逛论坛」即可自动逛论坛,https://support.worldquantbrain.com/hc/en-us/community/posts/41065497021335,ai,screened,46,True, -41061358159255,2026-06-08T17:04:32Z,2026-08-18T12:49:20Z,【经验分享】你说你找不到alpha？一文带你避开我踩过的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41061358159255,lessons,screened,0,True, -41059854821783,2026-06-08T16:21:55Z,2026-09-08T04:37:35Z,【稳住Max simulation streak】windows配置定时任务,https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783,general,screened,0,True, -41047901195799,2026-06-08T06:39:54Z,2026-08-19T12:49:56Z,[python Alpha 挑战赛] 从“使用操作符”到“设计框架”：一次因子结构压缩与状态化研究实践,https://support.worldquantbrain.com/hc/en-us/community/posts/41047901195799,optimization,screened,19,True, +41065497021335,2026-06-08T19:04:45Z,2026-09-24T16:55:35Z,【吹哨人】不再水贴！最新 MCP 自带 brain-forum-browse Skill，对 AI 说「逛一逛论坛」即可自动逛论坛,https://support.worldquantbrain.com/hc/en-us/community/posts/41065497021335,ai,screened,47,True, +41061358159255,2026-06-08T17:04:32Z,2026-09-22T14:36:37Z,【经验分享】你说你找不到alpha？一文带你避开我踩过的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/41061358159255,lessons,screened,0,True, +41059854821783,2026-06-08T16:21:55Z,2026-09-23T05:36:01Z,【稳住Max simulation streak】windows配置定时任务,https://support.worldquantbrain.com/hc/en-us/community/posts/41059854821783,general,screened,0,True, +41047901195799,2026-06-08T06:39:54Z,2026-09-23T11:09:56Z,[python Alpha 挑战赛] 从“使用操作符”到“设计框架”：一次因子结构压缩与状态化研究实践,https://support.worldquantbrain.com/hc/en-us/community/posts/41047901195799,optimization,screened,19,True, 41039581066647,2026-06-07T17:37:18Z,2026-08-07T11:06:07Z,Combined 从1.07到2.98 分享,https://support.worldquantbrain.com/hc/en-us/community/posts/41039581066647,portfolio,screened,1,True, 41037391218583,2026-06-07T14:33:18Z,2026-09-06T08:26:41Z,WorldQuant BRAIN Alpha研究实战：从数据探索到LangGraph工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41037391218583,ai,synthesized,28,True,02-ai-mining/2026-methods-and-failures.md 41036889226263,2026-06-07T13:52:07Z,2026-09-14T12:17:56Z,[python Alpha 挑战赛] Store 使用体验：ts_mean(ts_zscore(...)) 计算的优化与分析,https://support.worldquantbrain.com/hc/en-us/community/posts/41036889226263,optimization,screened,16,True, 41034979787927,2026-06-07T10:28:33Z,2026-08-19T12:49:58Z,Python Alpha 实战复盘：先分流，再决定转写还是原生搜索,https://support.worldquantbrain.com/hc/en-us/community/posts/41034979787927,lessons,synthesized,19,True,09-experience-lessons/failure-casebook.md 41033268467735,2026-06-07T06:02:05Z,2026-08-19T12:50:03Z,用 AI 代理跑 WorldQuant BRAIN Alpha 研究：30 天工作流复盘,https://support.worldquantbrain.com/hc/en-us/community/posts/41033268467735,lessons,screened,10,True, -41032955115927,2026-06-07T05:10:25Z,2026-09-17T15:28:35Z,[Python Alpha 挑战赛] SKILL: Regular to Python Alpha ｜ 稳定转写Python Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41032955115927,ai,synthesized,24,True,02-ai-mining/2026-methods-and-failures.md +41032955115927,2026-06-07T05:10:25Z,2026-09-19T08:04:18Z,[Python Alpha 挑战赛] SKILL: Regular to Python Alpha ｜ 稳定转写Python Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41032955115927,ai,synthesized,24,True,02-ai-mining/2026-methods-and-failures.md 41030217691031,2026-06-06T23:45:49Z,2026-09-18T02:07:40Z,[Python Alpha 挑战赛] 逐木成林：在 WorldQuant BRAIN 中使用树模型算法构建 Python Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/41030217691031,ai,screened,11,True, 41030202035351,2026-06-06T23:44:12Z,2026-08-07T07:32:53Z,[Python Alpha 挑战赛] 寻找阿尔法：如何在 WorldQuant BRAIN 中使用机器学习构建 Python Alpha 策略,https://support.worldquantbrain.com/hc/en-us/community/posts/41030202035351,ai,screened,15,True, 41025007067287,2026-06-06T17:42:57Z,2026-08-05T07:40:05Z,【经验分享】我的第二个上线 Python Alpha：把一条 FASTEXPR 因子「重写成 Python」的完整工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/41025007067287,lessons,synthesized,15,True,09-experience-lessons/failure-casebook.md 41024337928343,2026-06-06T16:57:45Z,2026-09-04T08:15:51Z,【经验分享】我的第一个上线 Python Alpha 复盘：用隐含波动率 Delta-Skew 做截面反转,https://support.worldquantbrain.com/hc/en-us/community/posts/41024337928343,lessons,screened,12,True, 41021984423063,2026-06-06T14:19:37Z,2026-07-09T03:10:51Z,高VF的经验和VF崩盘的反思（0.99>0.93>0.99>0.98>0.97>0.7）,https://support.worldquantbrain.com/hc/en-us/community/posts/41021984423063,lessons,synthesized,22,True,09-experience-lessons/failure-casebook.md -41020681850519,2026-06-06T12:44:00Z,2026-09-15T02:16:31Z,【AI工具】新版AI打工人配置指南 - PC & Mac & Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519,ai,screened,48,True, +41020681850519,2026-06-06T12:44:00Z,2026-09-24T08:24:56Z,【AI工具】新版AI打工人配置指南 - PC & Mac & Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/41020681850519,ai,screened,53,True, 41000341056791,2026-06-05T16:21:58Z,2026-09-17T05:06:54Z,近8000刀！Master赚到了GM的Quarterly Payment！,https://support.worldquantbrain.com/hc/en-us/community/posts/41000341056791,general,screened,26,True, -40995374876183,2026-06-05T13:41:55Z,2026-08-31T03:50:33Z,[Python Alpha 挑战赛] Python Alpha 的一种双模式回测工具设计,https://support.worldquantbrain.com/hc/en-us/community/posts/40995374876183,engineering,screened,19,True, -40972941718807,2026-06-04T16:29:22Z,2026-08-28T10:13:01Z,CONCENTRATED WEIGHT 系统性排查与修复手册-1（基于实战经验的 CW 攻防全指南）,https://support.worldquantbrain.com/hc/en-us/community/posts/40972941718807,lessons,screened,29,True, -40965093558679,2026-06-04T11:24:04Z,2026-08-23T12:35:29Z,antigravitycli运行mcp工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/40965093558679,ai,screened,18,True, -40964044763031,2026-06-04T09:57:44Z,2026-07-30T07:49:36Z,【经验分享】用自动化工作流在 BRAIN 上量产 Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031,lessons,screened,19,True, -40962586503191,2026-06-04T07:22:27Z,2026-08-23T13:59:21Z,【经验分享】关于我Combine名列前茅却只定级Expert这件事😩,https://support.worldquantbrain.com/hc/en-us/community/posts/40962586503191,lessons,synthesized,18,True,09-experience-lessons/failure-casebook.md -40962462282007,2026-06-04T07:03:41Z,2026-07-19T05:51:41Z,MEA TOP400 从 CONCENTRATED_WEIGHT 阻塞到全部通过：一次完整的 Alpha 优化记录,https://support.worldquantbrain.com/hc/en-us/community/posts/40962462282007,optimization,synthesized,12,True,08-alpha-optimization/diagnostic-workflow.md +40995374876183,2026-06-05T13:41:55Z,2026-09-24T16:57:04Z,[Python Alpha 挑战赛] Python Alpha 的一种双模式回测工具设计,https://support.worldquantbrain.com/hc/en-us/community/posts/40995374876183,engineering,screened,19,True, +40972941718807,2026-06-04T16:29:22Z,2026-09-22T01:29:10Z,CONCENTRATED WEIGHT 系统性排查与修复手册-1（基于实战经验的 CW 攻防全指南）,https://support.worldquantbrain.com/hc/en-us/community/posts/40972941718807,lessons,screened,29,True, +40965093558679,2026-06-04T11:24:04Z,2026-09-24T11:40:45Z,antigravitycli运行mcp工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/40965093558679,ai,screened,18,True, +40964044763031,2026-06-04T09:57:44Z,2026-09-22T13:35:59Z,【经验分享】用自动化工作流在 BRAIN 上量产 Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40964044763031,lessons,screened,20,True, +40962586503191,2026-06-04T07:22:27Z,2026-09-20T05:04:15Z,【经验分享】关于我Combine名列前茅却只定级Expert这件事😩,https://support.worldquantbrain.com/hc/en-us/community/posts/40962586503191,lessons,synthesized,18,True,09-experience-lessons/failure-casebook.md +40962462282007,2026-06-04T07:03:41Z,2026-09-22T13:32:46Z,MEA TOP400 从 CONCENTRATED_WEIGHT 阻塞到全部通过：一次完整的 Alpha 优化记录,https://support.worldquantbrain.com/hc/en-us/community/posts/40962462282007,optimization,synthesized,13,True,08-alpha-optimization/diagnostic-workflow.md 40960476615319,2026-06-04T03:48:48Z,2026-08-13T14:32:22Z,【新人向-如何快速查到本次PPA所有数据集及其字段】USA/D1 Fast Datasets Power Pool June`26 theme！,https://support.worldquantbrain.com/hc/en-us/community/posts/40960476615319,data,screened,12,True, -40957801921815,2026-06-04T00:26:28Z,2026-09-11T15:12:01Z,[Python Alpha 挑战赛] 从 FastExpr 到 Python Alphas 的跨越：工作流与起步心得,https://support.worldquantbrain.com/hc/en-us/community/posts/40957801921815,lessons,screened,12,True, +40957801921815,2026-06-04T00:26:28Z,2026-09-22T13:29:26Z,[Python Alpha 挑战赛] 从 FastExpr 到 Python Alphas 的跨越：工作流与起步心得,https://support.worldquantbrain.com/hc/en-us/community/posts/40957801921815,lessons,screened,12,True, 40957810418199,2026-06-04T00:26:10Z,2026-09-06T14:23:26Z,DCC 第三名经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40957810418199,lessons,screened,16,True, 40937398436119,2026-06-03T13:09:52Z,2026-07-07T14:03:41Z,【免费AI工具系列】DAT三家的最新AI桌面助手，附模型推荐和福利活动盘点,https://support.worldquantbrain.com/hc/en-us/community/posts/40937398436119,events,screened,9,True, -40936186021271,2026-06-03T12:24:51Z,2026-09-04T14:52:00Z,SuperAlpha 去重的一点小坑：只看 selection 可能还不够,https://support.worldquantbrain.com/hc/en-us/community/posts/40936186021271,portfolio,synthesized,0,True,03-engineering/experiment-ledger.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md +40936186021271,2026-06-03T12:24:51Z,2026-09-22T13:34:34Z,SuperAlpha 去重的一点小坑：只看 selection 可能还不够,https://support.worldquantbrain.com/hc/en-us/community/posts/40936186021271,portfolio,synthesized,1,True,03-engineering/experiment-ledger.md;06-sources/curated.md;08-alpha-optimization/portfolio-and-correlation.md 40929650605207,2026-06-03T02:22:32Z,2026-09-11T15:06:01Z,二季度了2个月，和大家分享一些alpha挖掘的思路,https://support.worldquantbrain.com/hc/en-us/community/posts/40929650605207,general,screened,27,True, 40902892248983,2026-06-02T07:01:01Z,2026-09-13T11:42:48Z,行业中性加时序标准化：一个干净的 Alpha 模板,https://support.worldquantbrain.com/hc/en-us/community/posts/40902892248983,ideas,synthesized,16,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md 40876222943895,2026-06-01T12:46:10Z,2026-07-07T14:18:32Z,【又来个免费AI】超快的阶跃Step 3.7 Flash，Hermes Agent 可以免费用一个月,https://support.worldquantbrain.com/hc/en-us/community/posts/40876222943895,ai,screened,8,True, @@ -315,27 +404,27 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 40872804113175,2026-06-01T09:06:01Z,2026-07-07T13:55:11Z,【经验分享】Roo Code 插件停止维护了，解决方案在这,https://support.worldquantbrain.com/hc/en-us/community/posts/40872804113175,lessons,screened,4,True, 40870826319511,2026-06-01T05:07:32Z,2026-09-10T14:50:24Z,[Python Alpha 挑战赛]半自动化的python alpha挖掘思路,https://support.worldquantbrain.com/hc/en-us/community/posts/40870826319511,engineering,screened,15,True, 40857367883159,2026-05-31T04:51:16Z,2026-07-09T03:10:59Z,一个很小但很有用的工具：Alpha Backtest Ledger，避免重复回测,https://support.worldquantbrain.com/hc/en-us/community/posts/40857367883159,engineering,synthesized,10,True,00-restart/2026-timeline.md;03-engineering/2026-operating-lessons.md;03-engineering/experiment-ledger.md;06-sources/curated.md -40847481080087,2026-05-30T14:03:10Z,2026-09-05T18:23:41Z,【Alpha灵感】使用nip族数据点亮news塔,https://support.worldquantbrain.com/hc/en-us/community/posts/40847481080087,ideas,synthesized,20,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md +40847481080087,2026-05-30T14:03:10Z,2026-09-22T13:37:39Z,【Alpha灵感】使用nip族数据点亮news塔,https://support.worldquantbrain.com/hc/en-us/community/posts/40847481080087,ideas,synthesized,21,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md 40817725354903,2026-05-29T08:05:03Z,2026-07-20T03:35:35Z,【大角羊】总收入突破万刀，感恩与大家一路同行！,https://support.worldquantbrain.com/hc/en-us/community/posts/40817725354903,general,screened,13,True, 40815296759703,2026-05-29T03:03:56Z,2026-09-09T09:44:43Z,[Python Alpha 挑战赛] 从数据定义到硬核推土机：手搓 ECDF 与高斯映射，深挖“最悲观预期”长牛动量,https://support.worldquantbrain.com/hc/en-us/community/posts/40815296759703,engineering,screened,9,True, 40797859802647,2026-05-28T15:14:04Z,2026-08-07T10:56:32Z,Python Alpha会议要点与竞赛分析报告——20260528,https://support.worldquantbrain.com/hc/en-us/community/posts/40797859802647,events,screened,6,True, -40796757798807,2026-05-28T14:38:37Z,2026-09-04T08:15:02Z,[Python Alpha 挑战赛] 基于skill: brain-simAlphasinBatch-and-track 的 Python Alpha 迭代工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/40796757798807,ai,screened,14,True, -40790666727575,2026-05-28T08:53:56Z,2026-09-14T14:19:57Z,【Alpha 模板】Earnings模板分享，低相关性，助你横向点塔（干货满满，不来将会错失一个亿）,https://support.worldquantbrain.com/hc/en-us/community/posts/40790666727575,ideas,synthesized,17,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md +40796757798807,2026-05-28T14:38:37Z,2026-09-24T15:48:07Z,[Python Alpha 挑战赛] 基于skill: brain-simAlphasinBatch-and-track 的 Python Alpha 迭代工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/40796757798807,ai,screened,14,True, +40790666727575,2026-05-28T08:53:56Z,2026-09-23T11:33:49Z,【Alpha 模板】Earnings模板分享，低相关性，助你横向点塔（干货满满，不来将会错失一个亿）,https://support.worldquantbrain.com/hc/en-us/community/posts/40790666727575,ideas,synthesized,18,True,01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md 40790558975767,2026-05-28T08:45:07Z,2026-08-31T03:51:26Z,[Python Alpha 挑战赛]一句话让AI批量生成Python Alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40790558975767,ai,screened,7,True, 40788850736023,2026-05-28T05:14:34Z,2026-08-31T03:52:53Z,[Python Alpha 速查] Python Alpha 实战全景：256 个包、API 工程、三类探索方向,https://support.worldquantbrain.com/hc/en-us/community/posts/40788850736023,engineering,screened,13,True, -40786815350167,2026-05-28T01:30:31Z,2026-09-08T12:51:09Z,【经验分享】在手机上操作AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167,lessons,screened,7,True, +40786815350167,2026-05-28T01:30:31Z,2026-09-19T00:25:10Z,【经验分享】在手机上操作AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/40786815350167,lessons,screened,7,True, 40768096146327,2026-05-27T13:50:08Z,2026-07-20T11:15:55Z,[Python Alpha 挑战赛]基于多层记忆的PythonAlpha自动探索ai-agent,https://support.worldquantbrain.com/hc/en-us/community/posts/40768096146327,ai,synthesized,4,True,02-ai-mining/2026-methods-and-failures.md 40765160386711,2026-05-27T11:45:18Z,2026-07-16T08:12:08Z,【免费API系列】最新的天工agent模型SkyClaw-v1.0限时免费用，听说蛮厉害的,https://support.worldquantbrain.com/hc/en-us/community/posts/40765160386711,ai,screened,6,True, 40763583634839,2026-05-27T09:11:17Z,2026-09-02T12:21:16Z,Worldquant Brain——我的人生启蒙导师 【传奇耐打王系列四】,https://support.worldquantbrain.com/hc/en-us/community/posts/40763583634839,ai,screened,17,True, 40760257415959,2026-05-27T02:17:50Z,2026-09-11T15:36:51Z,0帧起手的字段构建【传奇耐打王系列三】,https://support.worldquantbrain.com/hc/en-us/community/posts/40760257415959,data,synthesized,14,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md 40742727142679,2026-05-26T15:07:19Z,2026-08-29T02:09:55Z,Python Alpha 平台限制粗略小结，请大佬指正,https://support.worldquantbrain.com/hc/en-us/community/posts/40742727142679,engineering,synthesized,17,True,00-restart/corrections.md;02-ai-mining/python-alpha.md;06-sources/curated.md 40740164729111,2026-05-26T13:51:08Z,2026-07-20T10:40:32Z,[Python Alpha 挑战赛] 为 Python Alpha 补充 35+ 专业量化操作符：TA-Lib / Qlib 风格向量化实现,https://support.worldquantbrain.com/hc/en-us/community/posts/40740164729111,optimization,screened,5,True, -40740029001239,2026-05-26T13:47:56Z,2026-08-29T02:11:59Z,[Python Alpha 挑战赛] AI Agent 自动将 Fast Expression 转为 Python Alpha 并回测,https://support.worldquantbrain.com/hc/en-us/community/posts/40740029001239,ai,screened,8,True, -40737593669911,2026-05-26T12:16:19Z,2026-08-29T02:12:03Z,【经验分享】尝试Python alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40737593669911,lessons,screened,11,True, +40740029001239,2026-05-26T13:47:56Z,2026-09-19T07:05:59Z,[Python Alpha 挑战赛] AI Agent 自动将 Fast Expression 转为 Python Alpha 并回测,https://support.worldquantbrain.com/hc/en-us/community/posts/40740029001239,ai,screened,8,True, +40737593669911,2026-05-26T12:16:19Z,2026-09-22T13:37:37Z,【经验分享】尝试Python alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/40737593669911,lessons,screened,12,True, 40736166342679,2026-05-26T10:42:20Z,2026-09-12T07:45:52Z,🎉【Python Alpha 灵感】征文活动！,https://support.worldquantbrain.com/hc/en-us/community/posts/40736166342679,events,screened,14,True, 40735661471383,2026-05-26T09:55:25Z,2026-09-17T16:12:16Z,这个模版到底怎么做？【传奇耐打王系列三】,https://support.worldquantbrain.com/hc/en-us/community/posts/40735661471383,general,screened,14,True, -40734437350679,2026-05-26T07:35:08Z,2026-09-15T03:39:31Z,这个因子到底有没有混信号？【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/40734437350679,general,screened,17,True, -40734489248151,2026-05-26T07:34:44Z,2026-08-29T02:16:12Z,Python alpha 提交经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40734489248151,lessons,screened,19,True, +40734437350679,2026-05-26T07:35:08Z,2026-09-22T13:33:14Z,这个因子到底有没有混信号？【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/40734437350679,general,screened,18,True, +40734489248151,2026-05-26T07:34:44Z,2026-09-22T14:36:40Z,Python alpha 提交经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40734489248151,lessons,screened,20,True, 40732429672343,2026-05-26T03:17:52Z,2026-09-10T15:02:58Z,【经验分享】我是如何从0到1做出python alpha的（附提示词）,https://support.worldquantbrain.com/hc/en-us/community/posts/40732429672343,lessons,screened,5,True, 40719428121623,2026-05-25T14:37:20Z,2026-07-15T09:07:54Z,"MCP 服务器支持 Python Alpha（language=""PYTHON""），同时保持原有 FASTEXPR 功能完全不受影响",https://support.worldquantbrain.com/hc/en-us/community/posts/40719428121623,ai,screened,8,True, 40703455289623,2026-05-24T14:39:29Z,2026-08-21T08:33:31Z,【AI打工人】代码公开，0基础使用，给AI流水线生成的alpha加上名字,https://support.worldquantbrain.com/hc/en-us/community/posts/40703455289623,ai,screened,8,True, @@ -347,44 +436,44 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 40600316595351,2026-05-20T01:33:24Z,2026-07-07T14:03:38Z,Antigravity CLI连接MCP问题解决,https://support.worldquantbrain.com/hc/en-us/community/posts/40600316595351,ai,screened,2,True, 40580373831447,2026-05-19T13:23:30Z,2026-09-03T03:22:56Z,分享一个类似codex的软件，阿里的最新Qoder，目前可以免费使用两周,https://support.worldquantbrain.com/hc/en-us/community/posts/40580373831447,ai,screened,2,True, 40576501149463,2026-05-19T09:29:50Z,2026-06-25T14:57:44Z,【大角羊】经验分享：一分钟学会解封账号！,https://support.worldquantbrain.com/hc/en-us/community/posts/40576501149463,lessons,screened,9,True, -40544447671959,2026-05-18T02:36:10Z,2026-09-17T09:16:43Z,【即插即用】⚡OS自动重分配⚡️到恰好10万分,https://support.worldquantbrain.com/hc/en-us/community/posts/40544447671959,general,screened,10,True, +40544447671959,2026-05-18T02:36:10Z,2026-09-22T14:16:43Z,【即插即用】⚡OS自动重分配⚡️到恰好10万分,https://support.worldquantbrain.com/hc/en-us/community/posts/40544447671959,general,screened,11,True, 40533711115927,2026-05-17T10:01:03Z,2026-07-26T07:12:26Z,【Combined Alpha Performance】踩坑分享，纯新手comb -2+,https://support.worldquantbrain.com/hc/en-us/community/posts/40533711115927,lessons,synthesized,11,True,08-alpha-optimization/portfolio-and-correlation.md;09-experience-lessons/failure-casebook.md 40532948003479,2026-05-17T07:52:43Z,2026-08-13T13:58:43Z,不使用 GitHub，如何把代码在不同机器之间同步,https://support.worldquantbrain.com/hc/en-us/community/posts/40532948003479,engineering,screened,0,True, -40531705016855,2026-05-17T04:34:24Z,2026-08-07T10:47:28Z,通过 Zendesk API 直接获取 WQB 平台资源 — 告别浏览器依赖,https://support.worldquantbrain.com/hc/en-us/community/posts/40531705016855,engineering,synthesized,4,True,03-engineering/2026-operating-lessons.md +40531705016855,2026-05-17T04:34:24Z,2026-09-23T14:54:35Z,通过 Zendesk API 直接获取 WQB 平台资源 — 告别浏览器依赖,https://support.worldquantbrain.com/hc/en-us/community/posts/40531705016855,engineering,synthesized,4,True,03-engineering/2026-operating-lessons.md 40531412200471,2026-05-17T03:51:16Z,2026-09-18T00:25:42Z,用AI优化【Japan Robustness Sharpe】的一些工作流经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40531412200471,lessons,screened,0,True, -40531102400663,2026-05-17T03:13:53Z,2026-07-08T13:55:25Z,"OpenCode+MCP,分析一个数据集（包含提示词）",https://support.worldquantbrain.com/hc/en-us/community/posts/40531102400663,data,screened,8,True, +40531102400663,2026-05-17T03:13:53Z,2026-09-23T03:27:12Z,"OpenCode+MCP,分析一个数据集（包含提示词）",https://support.worldquantbrain.com/hc/en-us/community/posts/40531102400663,data,screened,8,True, 40530659645719,2026-05-17T02:09:56Z,2026-09-08T14:43:57Z,挖掘 Token 黑洞 01：MCP Simulation 如何吞掉 70%+ 的可读上下文,https://support.worldquantbrain.com/hc/en-us/community/posts/40530659645719,ai,synthesized,11,True,02-ai-mining/2026-methods-and-failures.md 40520794084119,2026-05-16T13:52:25Z,2026-09-02T16:34:47Z,vf从0.95暴跌到0.57，cb从1点多到0.几点的反思,https://support.worldquantbrain.com/hc/en-us/community/posts/40520794084119,lessons,screened,9,True, 40490830379415,2026-05-15T08:28:18Z,2026-09-07T05:39:02Z,【免费API】deepseekv4系列+AI编程神器9router,https://support.worldquantbrain.com/hc/en-us/community/posts/40490830379415,ai,screened,6,True, 40458012001815,2026-05-14T01:31:38Z,2026-07-25T11:21:49Z,Python纯代码获取论坛内容(不使用任何无头浏览器等操作),https://support.worldquantbrain.com/hc/en-us/community/posts/40458012001815,engineering,synthesized,2,True,03-engineering/2026-operating-lessons.md 40434113248791,2026-05-13T10:17:54Z,2026-07-21T03:10:00Z,【不太一样的ownSA自动化】聚类助你突破ownSA瓶颈，有点抽象，欢迎大家批评指正，附开箱即用代码,https://support.worldquantbrain.com/hc/en-us/community/posts/40434113248791,engineering,screened,4,True, 40433337996183,2026-05-13T08:58:57Z,2026-09-06T02:41:29Z,"【经验分享】涅槃重生：vf从0.18到0.97,combine从-1.25到2.02！",https://support.worldquantbrain.com/hc/en-us/community/posts/40433337996183,lessons,screened,33,True, -40433238987159,2026-05-13T08:46:13Z,2026-08-28T18:02:50Z,【alpha灵感】双字段alpha构建提示次，助力各位60塔,https://support.worldquantbrain.com/hc/en-us/community/posts/40433238987159,ideas,synthesized,26,True,01-alpha-ideas/relationship-and-extension-cards.md +40433238987159,2026-05-13T08:46:13Z,2026-09-24T16:57:21Z,【alpha灵感】双字段alpha构建提示次，助力各位60塔,https://support.worldquantbrain.com/hc/en-us/community/posts/40433238987159,ideas,synthesized,26,True,01-alpha-ideas/relationship-and-extension-cards.md 40431103477527,2026-05-13T04:25:38Z,2026-06-29T14:28:55Z,有大佬知道新的那个Brain python的里面的brain工具包在哪里下载不,https://support.worldquantbrain.com/hc/en-us/community/posts/40431103477527,ai,screened,9,True, 40406240166807,2026-05-12T10:37:45Z,2026-07-28T03:42:27Z,【代码优化】三行代码解决MCP回测卡顿断线的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/40406240166807,optimization,screened,10,True, -40373405530647,2026-05-11T03:11:42Z,2026-09-15T06:49:46Z,BRAIN Consultant 兼职定位与行为边界的建议和分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40373405530647,ai,screened,61,True, +40373405530647,2026-05-11T03:11:42Z,2026-09-23T13:24:39Z,BRAIN Consultant 兼职定位与行为边界的建议和分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40373405530647,ai,screened,66,True, 40373352844439,2026-05-11T03:07:53Z,2026-06-29T14:28:24Z,借助与AI和MCP，我是怎样分析一个数据集的?,https://support.worldquantbrain.com/hc/en-us/community/posts/40373352844439,data,screened,14,True, 40372795793687,2026-05-11T02:04:31Z,2026-09-16T16:00:44Z,"一个新的免费token plan: 商汤-日日新，支持deep seek v4 flash, 附minimax2.7, gemini pro3对比",https://support.worldquantbrain.com/hc/en-us/community/posts/40372795793687,events,screened,12,True, 40347330265879,2026-05-09T06:17:45Z,2026-07-07T13:52:09Z,【龙虎榜·卷二】Combine惊雷再起，VF季决尘埃落定，神秘GM满值归来，万刀之上几何？,https://support.worldquantbrain.com/hc/en-us/community/posts/40347330265879,lessons,screened,11,True, 40346082255255,2026-05-09T03:28:51Z,2026-09-10T05:34:19Z,【经验总结】Osmosis / OSM：根本原理、Alpha 池筛选与点数分配方法,https://support.worldquantbrain.com/hc/en-us/community/posts/40346082255255,lessons,synthesized,6,True,08-alpha-optimization/portfolio-and-correlation.md -40321767904023,2026-05-08T08:38:44Z,2026-07-18T16:38:43Z,【经验分享】Combine大幅提升，增幅高达1.74,https://support.worldquantbrain.com/hc/en-us/community/posts/40321767904023,lessons,screened,14,True, -40297238763159,2026-05-07T12:43:54Z,2026-09-15T10:06:47Z,分享我的 AI 因子挖掘流程：20 天 11 塔，尽量自动化，打工人友好,https://support.worldquantbrain.com/hc/en-us/community/posts/40297238763159,ai,screened,19,True, +40321767904023,2026-05-08T08:38:44Z,2026-09-24T14:24:24Z,【经验分享】Combine大幅提升，增幅高达1.74,https://support.worldquantbrain.com/hc/en-us/community/posts/40321767904023,lessons,screened,14,True, +40297238763159,2026-05-07T12:43:54Z,2026-09-23T14:31:23Z,分享我的 AI 因子挖掘流程：20 天 11 塔，尽量自动化，打工人友好,https://support.worldquantbrain.com/hc/en-us/community/posts/40297238763159,ai,screened,19,True, 40294373064855,2026-05-07T09:18:06Z,2026-09-10T23:23:28Z,稳稳拿下gm，combine到六维的耕耘经验,https://support.worldquantbrain.com/hc/en-us/community/posts/40294373064855,lessons,screened,16,True, 40292420301591,2026-05-07T05:28:27Z,2026-06-29T14:28:24Z,【工具分享】Pkgdiff：在线免费给cnhkmcp做版本差异分析,https://support.worldquantbrain.com/hc/en-us/community/posts/40292420301591,ai,screened,6,True, 40290434309655,2026-05-07T02:02:22Z,2026-06-29T14:28:23Z,最近跑通的一套 Alpha 研究“反馈回路”：少一点玄学，多一点可验证,https://support.worldquantbrain.com/hc/en-us/community/posts/40290434309655,general,synthesized,6,True,02-ai-mining/2026-methods-and-failures.md -40287368788375,2026-05-06T22:44:53Z,2026-08-27T17:36:56Z,【技术科普】在论坛发布彩色的帖子,https://support.worldquantbrain.com/hc/en-us/community/posts/40287368788375,general,screened,2,True, +40287368788375,2026-05-06T22:44:53Z,2026-09-22T13:41:20Z,【技术科普】在论坛发布彩色的帖子,https://support.worldquantbrain.com/hc/en-us/community/posts/40287368788375,general,screened,3,True, 40264015704215,2026-05-06T07:16:11Z,2026-08-07T10:45:43Z,【解决tag过多不好找的实用插件】妈妈再也不用担心我划拉半天没找到要找的tag啦,https://support.worldquantbrain.com/hc/en-us/community/posts/40264015704215,engineering,screened,0,True, 40236868764567,2026-05-05T12:08:41Z,2026-07-30T12:30:44Z,解决 Codebuddy code 迭代回测alpha时突然停下的方法,https://support.worldquantbrain.com/hc/en-us/community/posts/40236868764567,engineering,screened,6,True, -40175357844503,2026-05-02T07:03:40Z,2026-08-26T07:04:06Z,PYTHON alpha的ast解析和语法检查,https://support.worldquantbrain.com/hc/en-us/community/posts/40175357844503,engineering,screened,5,True, -40153456172567,2026-05-01T12:41:40Z,2026-09-03T08:33:16Z,痛失GM，新手的Q1总结,https://support.worldquantbrain.com/hc/en-us/community/posts/40153456172567,lessons,screened,9,True, +40175357844503,2026-05-02T07:03:40Z,2026-09-22T15:42:52Z,PYTHON alpha的ast解析和语法检查,https://support.worldquantbrain.com/hc/en-us/community/posts/40175357844503,engineering,screened,5,True, +40153456172567,2026-05-01T12:41:40Z,2026-09-22T13:57:45Z,痛失GM，新手的Q1总结,https://support.worldquantbrain.com/hc/en-us/community/posts/40153456172567,lessons,screened,9,True, 40150797833239,2026-05-01T08:29:11Z,2026-09-02T04:16:47Z,WorldQuant BRAIN MCP 工具调用架构升级：从 Stdio 到 HTTP API,https://support.worldquantbrain.com/hc/en-us/community/posts/40150797833239,ai,screened,5,True, 40134245568663,2026-04-30T16:58:44Z,2026-08-26T18:09:21Z,【Alpha灵感】全球第一个MEA因子（零PC alpha），我是怎么做出来的？,https://support.worldquantbrain.com/hc/en-us/community/posts/40134245568663,ideas,synthesized,11,True,01-alpha-ideas/relationship-and-extension-cards.md 40091088861591,2026-04-29T04:36:13Z,2026-09-17T12:04:44Z,【工具优化】技能brain-data-scope（华子哥插件插件的数据分析模块）,https://support.worldquantbrain.com/hc/en-us/community/posts/40091088861591,optimization,screened,8,True, -40089426663959,2026-04-29T01:44:21Z,2026-09-14T12:47:22Z,【OB】一个自进化的 RAG 搜索系统🎯,https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959,general,screened,15,True, +40089426663959,2026-04-29T01:44:21Z,2026-09-22T14:15:05Z,【OB】一个自进化的 RAG 搜索系统🎯,https://support.worldquantbrain.com/hc/en-us/community/posts/40089426663959,general,screened,16,True, 40074294140695,2026-04-28T16:35:22Z,2026-06-27T04:00:31Z,免费申请小米百万亿 Token 创造者激励计划,https://support.worldquantbrain.com/hc/en-us/community/posts/40074294140695,events,screened,3,True, 40062800087575,2026-04-28T06:37:00Z,2026-06-28T08:17:20Z,小米 MiMo-V2.5 开源及 100T Token 免费申请活动分享,https://support.worldquantbrain.com/hc/en-us/community/posts/40062800087575,events,screened,3,True, -40031467208983,2026-04-27T03:06:25Z,2026-08-08T18:17:02Z,【💻云服务器】一键抢购腾讯元4核4G服务器,https://support.worldquantbrain.com/hc/en-us/community/posts/40031467208983,engineering,screened,0,True, -40020159075607,2026-04-26T08:13:45Z,2026-09-14T13:06:52Z,【Alpha 模板】ASI推出新的universes：TOP500，成功点亮Risk Pyramid,https://support.worldquantbrain.com/hc/en-us/community/posts/40020159075607,ideas,synthesized,8,True,01-alpha-ideas/relationship-and-extension-cards.md +40031467208983,2026-04-27T03:06:25Z,2026-09-22T13:39:09Z,【💻云服务器】一键抢购腾讯元4核4G服务器,https://support.worldquantbrain.com/hc/en-us/community/posts/40031467208983,engineering,screened,1,True, +40020159075607,2026-04-26T08:13:45Z,2026-09-23T10:27:37Z,【Alpha 模板】ASI推出新的universes：TOP500，成功点亮Risk Pyramid,https://support.worldquantbrain.com/hc/en-us/community/posts/40020159075607,ideas,synthesized,8,True,01-alpha-ideas/relationship-and-extension-cards.md 40019402844055,2026-04-26T05:48:57Z,2026-06-27T03:06:10Z,【噢耶斯】一键降低40%的token使用量(api请求量)——自动修复alpha表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/40019402844055,engineering,screened,6,True, 40018309999767,2026-04-26T02:54:34Z,2026-06-27T03:23:29Z,智谱GLM 抢购 油猴脚本【即插即用】我已抢购到啦,https://support.worldquantbrain.com/hc/en-us/community/posts/40018309999767,engineering,screened,5,True, 39975714633751,2026-04-24T01:13:58Z,2026-09-15T17:45:18Z,【实用工具】一键统计各地区当月纯PPA数量，避开提交上限与Bug陷阱,https://support.worldquantbrain.com/hc/en-us/community/posts/39975714633751,engineering,screened,5,True, @@ -392,12 +481,12 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 39947266331031,2026-04-23T00:58:16Z,2026-06-29T06:30:32Z,【顾问心得】Osmosis 分数总不稳？我跟 AI 学习组合逻辑,https://support.worldquantbrain.com/hc/en-us/community/posts/39947266331031,lessons,screened,2,True, 39945764650263,2026-04-22T23:11:21Z,2026-09-06T06:11:03Z,【经验分享】我如何坚持半年只用 AI 找 Alpha：WorldQuant BRAIN 上的 Agent 搭建、优化与反思,https://support.worldquantbrain.com/hc/en-us/community/posts/39945764650263,lessons,synthesized,29,True,09-experience-lessons/failure-casebook.md 39923106285207,2026-04-22T07:24:19Z,2026-06-27T02:52:29Z,【征文邀请】那些你在IQC踩过的坑，可能正是今年选手最需要的答案,https://support.worldquantbrain.com/hc/en-us/community/posts/39923106285207,general,screened,6,True, -39922788056343,2026-04-22T06:45:00Z,2026-09-17T05:07:22Z,【Eligibility Criteria篇】一文告诉你如何GOLD直通Grandmaster！（上篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/39922788056343,general,screened,75,True, +39922788056343,2026-04-22T06:45:00Z,2026-09-24T16:57:33Z,【Eligibility Criteria篇】一文告诉你如何GOLD直通Grandmaster！（上篇）,https://support.worldquantbrain.com/hc/en-us/community/posts/39922788056343,general,screened,82,True, 39922320882455,2026-04-22T05:47:36Z,2026-08-07T10:56:38Z,正版AI工具包合集优惠推荐 Lenny‘s newsletter bundle 无封号困扰,https://support.worldquantbrain.com/hc/en-us/community/posts/39922320882455,guides,screened,2,True, -39920503976087,2026-04-22T02:17:02Z,2026-09-02T03:41:38Z,如何通过【Robust universe Sharpe and returns】检测的一些尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/39920503976087,optimization,synthesized,7,True,08-alpha-optimization/diagnostic-workflow.md +39920503976087,2026-04-22T02:17:02Z,2026-09-24T02:31:49Z,如何通过【Robust universe Sharpe and returns】检测的一些尝试,https://support.worldquantbrain.com/hc/en-us/community/posts/39920503976087,optimization,synthesized,7,True,08-alpha-optimization/diagnostic-workflow.md 39907023480599,2026-04-21T16:20:17Z,2026-07-20T11:19:17Z,【WQ Manager】大更新！新增Base Payment排行榜！,https://support.worldquantbrain.com/hc/en-us/community/posts/39907023480599,general,screened,14,True, 39899189437847,2026-04-21T10:16:07Z,2026-07-27T23:53:09Z,【工具分享】（即插即用）AI写description费token？直接用网页版就好了,https://support.worldquantbrain.com/hc/en-us/community/posts/39899189437847,ai,screened,0,True, -39873247817495,2026-04-20T12:33:20Z,2026-09-14T13:23:05Z,一键自动化回测代码分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39873247817495,engineering,screened,0,True, +39873247817495,2026-04-20T12:33:20Z,2026-09-22T13:55:51Z,一键自动化回测代码分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39873247817495,engineering,screened,2,True, 39870945020183,2026-04-20T09:49:12Z,2026-09-09T02:29:34Z,"【代码分享】AI生成Alpha总是”凭空想象""？给它喂论文，鱼饵才对味！",https://support.worldquantbrain.com/hc/en-us/community/posts/39870945020183,ai,screened,8,True, 39870662977687,2026-04-20T09:19:58Z,2026-07-14T10:53:29Z,经验分享：最近做 Regular 点塔时反复踩到的几个坑,https://support.worldquantbrain.com/hc/en-us/community/posts/39870662977687,lessons,synthesized,8,True,09-experience-lessons/failure-casebook.md 39868267753623,2026-04-20T04:14:46Z,2026-08-30T09:29:48Z,Pipeline MCP 深度版：面向多样性、高质量、低相关性 Alpha 持续生产的编排架构实践,https://support.worldquantbrain.com/hc/en-us/community/posts/39868267753623,portfolio,synthesized,8,True,03-engineering/2026-operating-lessons.md @@ -406,13 +495,13 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 39857630237591,2026-04-19T10:23:42Z,2026-08-23T13:07:29Z,我的Alpha提交算法进化史：从团划分剪枝到最大权重独立集,https://support.worldquantbrain.com/hc/en-us/community/posts/39857630237591,general,synthesized,4,True,08-alpha-optimization/portfolio-and-correlation.md 39854893045655,2026-04-19T02:51:39Z,2026-09-07T12:28:49Z,穿透参数迷雾：量化策略的敏感度分析与鲁棒性构建,https://support.worldquantbrain.com/hc/en-us/community/posts/39854893045655,general,synthesized,5,True,08-alpha-optimization/diagnostic-workflow.md 39854742805271,2026-04-19T02:26:34Z,2026-07-29T07:02:19Z,26.04.19 新顾问培训AI打工人安装 codebuddy配置版.,https://support.worldquantbrain.com/hc/en-us/community/posts/39854742805271,events,screened,13,True, -39845230299927,2026-04-18T12:59:03Z,2026-09-13T12:29:30Z,【Alpha灵感】AI搜索字段极性配对，构建低PC因子(附提示词),https://support.worldquantbrain.com/hc/en-us/community/posts/39845230299927,ideas,synthesized,15,True,00-restart/2026-timeline.md;01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md +39845230299927,2026-04-18T12:59:03Z,2026-09-22T14:15:03Z,【Alpha灵感】AI搜索字段极性配对，构建低PC因子(附提示词),https://support.worldquantbrain.com/hc/en-us/community/posts/39845230299927,ideas,synthesized,16,True,00-restart/2026-timeline.md;01-alpha-ideas/data-template-cards.md;01-alpha-ideas/relationship-and-extension-cards.md;06-sources/curated.md 39826862025879,2026-04-17T16:35:24Z,2026-07-15T11:04:57Z,World Quant漫画（第三期）,https://support.worldquantbrain.com/hc/en-us/community/posts/39826862025879,general,screened,12,True, 39822852669079,2026-04-17T14:36:50Z,2026-07-17T04:47:53Z,多图解析USA最新3x High Turnover Theme国区提交现况,https://support.worldquantbrain.com/hc/en-us/community/posts/39822852669079,optimization,screened,6,True, 39759673422487,2026-04-15T09:27:39Z,2026-09-13T11:52:37Z,在wq半年：从1.5刀到100刀，我是怎么做到连续三个月vf1.0+comb2.94的,https://support.worldquantbrain.com/hc/en-us/community/posts/39759673422487,lessons,screened,12,True, 39759058734359,2026-04-15T08:23:19Z,2026-07-29T07:24:15Z,【新人心魔】打破心魔之旅：这样的因子到底要不要交？,https://support.worldquantbrain.com/hc/en-us/community/posts/39759058734359,general,screened,9,True, -39756841978519,2026-04-15T03:48:36Z,2026-09-08T13:50:31Z,【TOKEN王】全球 2026Q2 geniusLevel 分组六维数据统计分析,https://support.worldquantbrain.com/hc/en-us/community/posts/39756841978519,general,screened,9,True, -39729140385559,2026-04-14T06:17:42Z,2026-09-08T06:02:21Z,【差生文具多】WQ助手1.02版(安卓版本+windows版本),https://support.worldquantbrain.com/hc/en-us/community/posts/39729140385559,general,screened,14,True, +39756841978519,2026-04-15T03:48:36Z,2026-09-22T14:15:03Z,【TOKEN王】全球 2026Q2 geniusLevel 分组六维数据统计分析,https://support.worldquantbrain.com/hc/en-us/community/posts/39756841978519,general,screened,10,True, +39729140385559,2026-04-14T06:17:42Z,2026-09-23T07:40:02Z,【差生文具多】WQ助手1.02版(安卓版本+windows版本),https://support.worldquantbrain.com/hc/en-us/community/posts/39729140385559,general,screened,15,True, 39728814444695,2026-04-14T05:42:52Z,2026-07-30T02:16:37Z,26年Q1 Genius定级已更新，Q2赛季加油！,https://support.worldquantbrain.com/hc/en-us/community/posts/39728814444695,general,screened,20,True, 39710403268759,2026-04-13T15:33:25Z,2026-06-30T15:41:20Z,【资源分享】免费的claude opus 4.6 api - Replit,https://support.worldquantbrain.com/hc/en-us/community/posts/39710403268759,ai,screened,11,True, 39690289189015,2026-04-12T13:31:17Z,2026-06-29T20:16:29Z,【大角羊】一分钟掌握参加Orthogonal HTVR Theme要点（三倍加成）！,https://support.worldquantbrain.com/hc/en-us/community/posts/39690289189015,general,screened,14,True, @@ -420,68 +509,68 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 39648644834967,2026-04-10T07:51:37Z,2026-07-27T23:26:48Z,ppa一键untag代码,https://support.worldquantbrain.com/hc/en-us/community/posts/39648644834967,engineering,screened,3,True, 39623025163415,2026-04-09T10:18:10Z,2026-06-29T02:46:14Z,别再在几百条 alpha里盲选了！我用“相关性分族 + 组内排序” 1 分钟提取数据集回测结果里最值得保留的那些alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/39623025163415,portfolio,screened,10,True, 39621432305175,2026-04-09T07:28:57Z,2026-09-15T09:58:20Z,【AIAC2.0 冠军】关于比赛过程中一些经验的交流,https://support.worldquantbrain.com/hc/en-us/community/posts/39621432305175,lessons,screened,9,True, -39567420541079,2026-04-07T11:00:52Z,2026-09-10T06:57:01Z,【个人经验】PPA 因子筛选标准与实战心得（适合新手参考）,https://support.worldquantbrain.com/hc/en-us/community/posts/39567420541079,lessons,screened,12,True, +39567420541079,2026-04-07T11:00:52Z,2026-09-22T13:36:01Z,【个人经验】PPA 因子筛选标准与实战心得（适合新手参考）,https://support.worldquantbrain.com/hc/en-us/community/posts/39567420541079,lessons,screened,13,True, 39565397650839,2026-04-07T07:21:14Z,2026-04-15T16:44:18Z,低成本使用ai，助力回测！,https://support.worldquantbrain.com/hc/en-us/community/posts/39565397650839,ai,screened,1,True, -39531360358295,2026-04-05T17:23:40Z,2026-09-11T03:50:08Z,【新人向】是否还在对华子哥数据WebDataRAW不会解压而感到苦恼！即插即用代码来了，仅需Excel就可以进行数据分析！,https://support.worldquantbrain.com/hc/en-us/community/posts/39531360358295,engineering,screened,28,True, -39524416948887,2026-04-05T01:07:37Z,2026-07-16T01:00:28Z,"通俗易懂，从另一个角度理解一下方法vector_neut(x, y)、ts_vector_neut(x, y, d)、ts_vector_proj(x, y, d)",https://support.worldquantbrain.com/hc/en-us/community/posts/39524416948887,general,synthesized,11,True,07-professional-knowledge/data-and-signal-semantics.md +39531360358295,2026-04-05T17:23:40Z,2026-09-24T16:57:33Z,【新人向】是否还在对华子哥数据WebDataRAW不会解压而感到苦恼！即插即用代码来了，仅需Excel就可以进行数据分析！,https://support.worldquantbrain.com/hc/en-us/community/posts/39531360358295,engineering,screened,28,True, +39524416948887,2026-04-05T01:07:37Z,2026-09-23T13:09:48Z,"通俗易懂，从另一个角度理解一下方法vector_neut(x, y)、ts_vector_neut(x, y, d)、ts_vector_proj(x, y, d)",https://support.worldquantbrain.com/hc/en-us/community/posts/39524416948887,general,synthesized,11,True,07-professional-knowledge/data-and-signal-semantics.md 39467895537431,2026-04-02T10:10:48Z,2026-09-12T07:01:43Z,"VF1.0单周期狂赚$2,538.14！我的高Base骚操作大公开",https://support.worldquantbrain.com/hc/en-us/community/posts/39467895537431,lessons,screened,23,True, 39466731879063,2026-04-02T07:58:23Z,2026-07-15T11:04:44Z,【WQ Manager 新需求调研】想加一个每日base排行榜，会有多少同学使用？,https://support.worldquantbrain.com/hc/en-us/community/posts/39466731879063,general,screened,33,True, -39466506480663,2026-04-02T07:29:51Z,2026-07-28T07:51:41Z,【Consultant 101】手把手教你搭建本地因子库 ②,https://support.worldquantbrain.com/hc/en-us/community/posts/39466506480663,engineering,synthesized,1,True,03-engineering/architecture.md;06-sources/curated.md +39466506480663,2026-04-02T07:29:51Z,2026-09-23T15:50:11Z,【Consultant 101】手把手教你搭建本地因子库 ②,https://support.worldquantbrain.com/hc/en-us/community/posts/39466506480663,engineering,synthesized,1,True,03-engineering/architecture.md;06-sources/curated.md 39439719861399,2026-04-01T08:57:47Z,2026-07-30T02:16:40Z,征集｜Brain 用户访谈志愿者｜参与可获 200 积分,https://support.worldquantbrain.com/hc/en-us/community/posts/39439719861399,events,screened,34,True, -39438387680919,2026-04-01T05:55:12Z,2026-08-19T12:50:04Z,【26年4月主题活动】IQC 邀请 + Combined Alpha Performance 提升计划 (最高可获得300积分),https://support.worldquantbrain.com/hc/en-us/community/posts/39438387680919,events,screened,25,True, -39408397746199,2026-03-31T02:44:55Z,2026-09-08T01:53:13Z,【OSMOSIS新人友好版】真正的一键打分：指定区域清空+补齐10类+标签过滤,https://support.worldquantbrain.com/hc/en-us/community/posts/39408397746199,portfolio,screened,21,True, +39438387680919,2026-04-01T05:55:12Z,2026-09-23T13:24:51Z,【26年4月主题活动】IQC 邀请 + Combined Alpha Performance 提升计划 (最高可获得300积分),https://support.worldquantbrain.com/hc/en-us/community/posts/39438387680919,events,screened,25,True, +39408397746199,2026-03-31T02:44:55Z,2026-09-21T05:19:59Z,【OSMOSIS新人友好版】真正的一键打分：指定区域清空+补齐10类+标签过滤,https://support.worldquantbrain.com/hc/en-us/community/posts/39408397746199,portfolio,screened,21,True, 39368763910807,2026-03-29T08:40:07Z,2026-06-29T00:02:35Z,【ValueFactor】关于这次更新VF从0.98突然暴跌至0.75的反思与警示,https://support.worldquantbrain.com/hc/en-us/community/posts/39368763910807,lessons,synthesized,19,True,09-experience-lessons/failure-casebook.md -39367839107095,2026-03-29T05:37:12Z,2026-09-16T13:40:51Z,手把手教学：新顾问如何安装APP+AI打工人模块,https://support.worldquantbrain.com/hc/en-us/community/posts/39367839107095,ai,screened,25,True, +39367839107095,2026-03-29T05:37:12Z,2026-09-23T07:30:12Z,手把手教学：新顾问如何安装APP+AI打工人模块,https://support.worldquantbrain.com/hc/en-us/community/posts/39367839107095,ai,screened,26,True, 39354616684439,2026-03-28T07:33:39Z,2026-09-10T03:45:40Z,【工作流分享】基于openclaw的自动化agent工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/39354616684439,ai,screened,8,True, -39354351739415,2026-03-28T06:32:44Z,2026-07-16T08:04:28Z,【QUANT101】什么是 Non-Compensated Alpha? 如何筛选 Compensated Alpha？,https://support.worldquantbrain.com/hc/en-us/community/posts/39354351739415,general,synthesized,4,True,03-engineering/2026-operating-lessons.md +39354351739415,2026-03-28T06:32:44Z,2026-09-24T14:39:06Z,【QUANT101】什么是 Non-Compensated Alpha? 如何筛选 Compensated Alpha？,https://support.worldquantbrain.com/hc/en-us/community/posts/39354351739415,general,synthesized,4,True,03-engineering/2026-operating-lessons.md 39354315278103,2026-03-28T06:31:40Z,2026-06-10T00:20:46Z,【Agent Memory模块探索】用Supermemory在WorldQuant平台自动化挖掘Alpha因子,https://support.worldquantbrain.com/hc/en-us/community/posts/39354315278103,portfolio,screened,7,True, 39330854528151,2026-03-27T08:00:33Z,2026-09-06T17:51:56Z,经验分享-Combine提升之路-过山车的经历真刺激，从负数到2的来时路,https://support.worldquantbrain.com/hc/en-us/community/posts/39330854528151,lessons,screened,13,True, 39329143529751,2026-03-27T03:47:42Z,2026-06-29T13:49:39Z,【限时羊毛】只要邀请完成平台使用邮箱注册，即可获得IQC限定雨伞和背包！,https://support.worldquantbrain.com/hc/en-us/community/posts/39329143529751,events,screened,18,True, -39319955780887,2026-03-26T19:08:49Z,2026-09-17T05:07:42Z,【经验分享】用AI 跑了几百次回测还找不到优质信号，到底是池塘没鱼还是鱼饵不对？燃烧token！给 AI 装上导航！,https://support.worldquantbrain.com/hc/en-us/community/posts/39319955780887,guides,synthesized,83,True,02-ai-mining/2026-methods-and-failures.md +39319955780887,2026-03-26T19:08:49Z,2026-09-24T10:55:12Z,【经验分享】用AI 跑了几百次回测还找不到优质信号，到底是池塘没鱼还是鱼饵不对？燃烧token！给 AI 装上导航！,https://support.worldquantbrain.com/hc/en-us/community/posts/39319955780887,guides,synthesized,90,True,02-ai-mining/2026-methods-and-failures.md 39306926420887,2026-03-26T11:18:56Z,2026-09-15T17:46:15Z,半自动化提交 试试这套代码’，高效省心,https://support.worldquantbrain.com/hc/en-us/community/posts/39306926420887,engineering,screened,3,True, 39305892045719,2026-03-26T09:35:11Z,2026-07-31T14:29:03Z,我依靠这套代码，半个月点了10个塔,https://support.worldquantbrain.com/hc/en-us/community/posts/39305892045719,engineering,screened,19,True, -39304762113815,2026-03-26T07:13:47Z,2026-09-16T14:56:48Z,Harness engineering下的AI Quant,https://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815,ai,screened,54,True, +39304762113815,2026-03-26T07:13:47Z,2026-09-24T10:52:09Z,Harness engineering下的AI Quant,https://support.worldquantbrain.com/hc/en-us/community/posts/39304762113815,ai,screened,55,True, 39303870526487,2026-03-26T05:03:57Z,2026-06-10T17:44:05Z,ProdCorr改造插件，【即插即用】，直观显示Category，IS Testing Status 一键直达alphaid页面,https://support.worldquantbrain.com/hc/en-us/community/posts/39303870526487,portfolio,screened,17,True, 39302047350423,2026-03-26T01:37:21Z,2026-06-10T00:21:20Z,【Agent Memory 模块】OpenClaw节省Token的插件：PowerMem安装,https://support.worldquantbrain.com/hc/en-us/community/posts/39302047350423,ai,screened,3,True, 39289349830295,2026-03-25T17:07:49Z,2026-07-24T10:44:09Z,微信Clawbot接通AI打工人,https://support.worldquantbrain.com/hc/en-us/community/posts/39289349830295,ai,screened,7,True, -39285932794391,2026-03-25T15:18:01Z,2026-09-06T15:18:05Z,鼠鼠靠着做WQ重启人生,https://support.worldquantbrain.com/hc/en-us/community/posts/39285932794391,general,screened,67,True, +39285932794391,2026-03-25T15:18:01Z,2026-09-25T00:28:45Z,鼠鼠靠着做WQ重启人生,https://support.worldquantbrain.com/hc/en-us/community/posts/39285932794391,general,screened,67,True, 39255045175191,2026-03-24T12:51:53Z,2026-08-22T04:18:03Z,积极拥抱AI-关于Claude-Code的agent-team功能的探索,https://support.worldquantbrain.com/hc/en-us/community/posts/39255045175191,ai,screened,15,True, -39253260827543,2026-03-24T11:12:58Z,2026-09-09T06:38:17Z,【工作流分享】Gold可用的Super Alpha挖掘策略,https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543,portfolio,screened,1,True, +39253260827543,2026-03-24T11:12:58Z,2026-09-24T16:57:37Z,【工作流分享】Gold可用的Super Alpha挖掘策略,https://support.worldquantbrain.com/hc/en-us/community/posts/39253260827543,portfolio,screened,1,True, 39252022275223,2026-03-24T09:05:46Z,2026-08-25T05:11:11Z,【邪修】当龙虾没有饲料了怎么办？白嫖啊！,https://support.worldquantbrain.com/hc/en-us/community/posts/39252022275223,general,screened,10,True, 39251610735639,2026-03-24T08:15:29Z,2026-09-08T01:53:14Z,【VF 0.95收入经验分享】高VF如何拿到更高的base,https://support.worldquantbrain.com/hc/en-us/community/posts/39251610735639,lessons,screened,13,True, 39251361791255,2026-03-24T07:48:59Z,2026-06-10T00:22:14Z,Kiro + MCP学习记录,https://support.worldquantbrain.com/hc/en-us/community/posts/39251361791255,ai,screened,0,True, 39251146195607,2026-03-24T07:11:39Z,2026-06-27T11:51:55Z,我如何用 Codex 有soul 做 WorldQuant 自动量化研究，越用越聪明,https://support.worldquantbrain.com/hc/en-us/community/posts/39251146195607,ai,screened,8,True, 39250162065943,2026-03-24T04:58:59Z,2026-09-16T07:36:51Z,【我退税1W，你呢】2025年个税汇算清缴已开始，看看你是不是可以退税？,https://support.worldquantbrain.com/hc/en-us/community/posts/39250162065943,general,screened,41,True, 39249632575511,2026-03-24T03:46:09Z,2026-07-01T12:47:01Z,【ValueFactor】经验分享，纯新手VF 0.5 -> 0.97 -> 0.99,https://support.worldquantbrain.com/hc/en-us/community/posts/39249632575511,lessons,screened,6,True, -39249078858647,2026-03-24T02:46:56Z,2026-09-13T14:11:49Z,osmosis point一键备份及恢复,https://support.worldquantbrain.com/hc/en-us/community/posts/39249078858647,portfolio,screened,0,True, +39249078858647,2026-03-24T02:46:56Z,2026-09-22T14:16:39Z,osmosis point一键备份及恢复,https://support.worldquantbrain.com/hc/en-us/community/posts/39249078858647,portfolio,screened,1,True, 39234849586967,2026-03-23T16:32:17Z,2026-07-27T10:55:38Z,【Quant101】AIAC2.0 TOP25 经验分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39234849586967,lessons,screened,6,True, 39226209183127,2026-03-23T11:17:01Z,2026-06-28T00:32:09Z,不用龙虾，也能远程给Claude布置任务--Claude Channels用法简介,https://support.worldquantbrain.com/hc/en-us/community/posts/39226209183127,ai,screened,1,True, -39225718749591,2026-03-23T10:31:04Z,2026-09-02T07:07:41Z,【有奖SKILL征文】分享你的AI工作流、提示词、还有它的SOUL,https://support.worldquantbrain.com/hc/en-us/community/posts/39225718749591,events,screened,34,True, +39225718749591,2026-03-23T10:31:04Z,2026-09-22T16:05:41Z,【有奖SKILL征文】分享你的AI工作流、提示词、还有它的SOUL,https://support.worldquantbrain.com/hc/en-us/community/posts/39225718749591,events,screened,37,True, 39225136138263,2026-03-23T09:26:56Z,2026-06-10T00:22:46Z,osmosisPoints一键清零代码,https://support.worldquantbrain.com/hc/en-us/community/posts/39225136138263,portfolio,screened,24,True, -39224484288663,2026-03-23T07:57:42Z,2026-09-18T02:09:56Z,[经验分享]一觉醒来全球combine缩水，只有我保持不变❓（总池combine全球第一）,https://support.worldquantbrain.com/hc/en-us/community/posts/39224484288663,lessons,synthesized,22,True,09-experience-lessons/failure-casebook.md +39224484288663,2026-03-23T07:57:42Z,2026-09-20T05:00:40Z,[经验分享]一觉醒来全球combine缩水，只有我保持不变❓（总池combine全球第一）,https://support.worldquantbrain.com/hc/en-us/community/posts/39224484288663,lessons,synthesized,22,True,09-experience-lessons/failure-casebook.md 39224495902103,2026-03-23T07:55:35Z,2026-06-10T00:22:56Z,新晋顾问26天经验与踩坑分享,https://support.worldquantbrain.com/hc/en-us/community/posts/39224495902103,lessons,screened,17,True, 39224451555223,2026-03-23T07:47:43Z,2026-06-10T00:23:00Z,成为顾问的100天感想：道阻且长，唯有沉心学习。,https://support.worldquantbrain.com/hc/en-us/community/posts/39224451555223,general,screened,8,True, 39224259294999,2026-03-23T07:15:35Z,2026-08-06T03:19:39Z,【代码分享】遇到429时，我用代码写了个一套管理机制来动态控制并发数,https://support.worldquantbrain.com/hc/en-us/community/posts/39224259294999,engineering,synthesized,0,True,03-engineering/2026-operating-lessons.md -39223126454679,2026-03-23T04:23:56Z,2026-09-09T11:03:09Z,【AI提示词分享】一套基于Gemini Cli的因子优化提示词---即ctrl即用,https://support.worldquantbrain.com/hc/en-us/community/posts/39223126454679,optimization,screened,12,True, -39223135297431,2026-03-23T04:22:04Z,2026-06-29T00:04:20Z,"""看一眼线""，那是在看啥，Alpha""续航力评分""工具",https://support.worldquantbrain.com/hc/en-us/community/posts/39223135297431,engineering,screened,11,True, -39215982466071,2026-03-22T16:09:07Z,2026-08-08T00:46:41Z,[skills小工具]将数据库中数据封装成skills，用于AI工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/39215982466071,ai,synthesized,5,True,02-ai-mining/2026-methods-and-failures.md +39223126454679,2026-03-23T04:23:56Z,2026-09-24T01:25:12Z,【AI提示词分享】一套基于Gemini Cli的因子优化提示词---即ctrl即用,https://support.worldquantbrain.com/hc/en-us/community/posts/39223126454679,optimization,screened,12,True, +39223135297431,2026-03-23T04:22:04Z,2026-09-19T00:24:28Z,"""看一眼线""，那是在看啥，Alpha""续航力评分""工具",https://support.worldquantbrain.com/hc/en-us/community/posts/39223135297431,engineering,screened,11,True, +39215982466071,2026-03-22T16:09:07Z,2026-09-22T13:35:57Z,[skills小工具]将数据库中数据封装成skills，用于AI工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/39215982466071,ai,synthesized,6,True,02-ai-mining/2026-methods-and-failures.md 39213565539095,2026-03-22T12:00:01Z,2026-07-29T14:28:19Z,【Quant101】手把手教你搭建本地因子库 ①,https://support.worldquantbrain.com/hc/en-us/community/posts/39213565539095,engineering,screened,11,True, 39211291325335,2026-03-22T04:36:51Z,2026-08-26T06:57:45Z,成为Expert的VF爬升之路：0.68-0.98-0.99,https://support.worldquantbrain.com/hc/en-us/community/posts/39211291325335,lessons,screened,6,True, 39202207210135,2026-03-21T13:59:19Z,2026-09-07T11:47:49Z,[代码优化]精准Osmosis10万点数（误差只有1）,https://support.worldquantbrain.com/hc/en-us/community/posts/39202207210135,portfolio,screened,3,True, 39201891253911,2026-03-21T13:28:41Z,2026-06-27T03:44:35Z,iflow cli将4月停止维护，提前使用opencode免费使用MiMo模型MiniMax等模型,https://support.worldquantbrain.com/hc/en-us/community/posts/39201891253911,ai,screened,12,True, -39195490429847,2026-03-20T23:15:50Z,2026-07-28T12:18:09Z,WorldQuant BRAIN 量化策略影响力有向图解析：那些决定成败的关键回路,https://support.worldquantbrain.com/hc/en-us/community/posts/39195490429847,ai,screened,9,True, -39183798681239,2026-03-20T16:23:31Z,2026-09-15T17:06:26Z,将从网页拉取的数据存储到数据库,https://support.worldquantbrain.com/hc/en-us/community/posts/39183798681239,engineering,screened,5,True, +39195490429847,2026-03-20T23:15:50Z,2026-09-23T15:37:39Z,WorldQuant BRAIN 量化策略影响力有向图解析：那些决定成败的关键回路,https://support.worldquantbrain.com/hc/en-us/community/posts/39195490429847,ai,screened,9,True, +39183798681239,2026-03-20T16:23:31Z,2026-09-22T14:16:40Z,将从网页拉取的数据存储到数据库,https://support.worldquantbrain.com/hc/en-us/community/posts/39183798681239,engineering,screened,6,True, 39171807994519,2026-03-20T01:44:04Z,2026-07-30T02:16:44Z,OpenClaw + BRAIN 经验分享：我只改了 memory 分层，干活稳定很多,https://support.worldquantbrain.com/hc/en-us/community/posts/39171807994519,lessons,screened,18,True, 39156513806871,2026-03-19T16:05:12Z,2026-08-14T15:27:59Z,【日常生活贴】我的量化日记第十一季,https://support.worldquantbrain.com/hc/en-us/community/posts/39156513806871,lessons,screened,1323,True, -39118594803095,2026-03-18T03:29:30Z,2026-09-02T03:42:49Z,关于降Prod Correlation的实践（一）,https://support.worldquantbrain.com/hc/en-us/community/posts/39118594803095,portfolio,synthesized,18,True,08-alpha-optimization/portfolio-and-correlation.md +39118594803095,2026-03-18T03:29:30Z,2026-09-20T13:07:55Z,关于降Prod Correlation的实践（一）,https://support.worldquantbrain.com/hc/en-us/community/posts/39118594803095,portfolio,synthesized,19,True,08-alpha-optimization/portfolio-and-correlation.md 39117486836375,2026-03-18T01:55:55Z,2026-07-03T17:06:00Z,cnhkmcp中的报错修复，及pipeline不能启动的修复,https://support.worldquantbrain.com/hc/en-us/community/posts/39117486836375,ai,screened,6,True, 39091774330007,2026-03-17T06:55:31Z,2026-06-27T03:32:06Z,[经验分享]近五天OSM平均0.79，单日最高0.95，我可能做对了什么,https://support.worldquantbrain.com/hc/en-us/community/posts/39091774330007,lessons,screened,0,True, -39072175598103,2026-03-16T15:25:23Z,2026-08-25T12:50:27Z,[新手向]关于我上赛季冲刺点塔踩的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/39072175598103,general,screened,6,True, +39072175598103,2026-03-16T15:25:23Z,2026-09-18T07:07:59Z,[新手向]关于我上赛季冲刺点塔踩的坑,https://support.worldquantbrain.com/hc/en-us/community/posts/39072175598103,general,screened,6,True, 39071216934295,2026-03-16T14:57:21Z,2026-06-10T00:24:15Z,一次艰难的gemini报错调试修复记录,https://support.worldquantbrain.com/hc/en-us/community/posts/39071216934295,ai,screened,7,True, -39070572131479,2026-03-16T14:38:50Z,2026-06-10T17:44:07Z,Claude Code 双倍额度限时，国内用户时差红利，附精准时间表,https://support.worldquantbrain.com/hc/en-us/community/posts/39070572131479,ai,screened,6,True, +39070572131479,2026-03-16T14:38:50Z,2026-09-21T08:05:29Z,Claude Code 双倍额度限时，国内用户时差红利，附精准时间表,https://support.worldquantbrain.com/hc/en-us/community/posts/39070572131479,ai,screened,6,True, 39070236782231,2026-03-16T14:29:42Z,2026-06-10T00:24:29Z,OpenClaw“三省六部”架构助力Alpha构建实践,https://support.worldquantbrain.com/hc/en-us/community/posts/39070236782231,general,screened,13,True, 39061898258071,2026-03-16T05:55:04Z,2026-07-28T11:16:57Z,workbuddy让回测更方便,https://support.worldquantbrain.com/hc/en-us/community/posts/39061898258071,engineering,screened,14,True, -39050410166807,2026-03-15T13:53:18Z,2026-09-03T01:53:10Z,关于IS ladder sharpe优化的一点实践经验,https://support.worldquantbrain.com/hc/en-us/community/posts/39050410166807,lessons,screened,5,True, +39050410166807,2026-03-15T13:53:18Z,2026-09-20T10:55:42Z,关于IS ladder sharpe优化的一点实践经验,https://support.worldquantbrain.com/hc/en-us/community/posts/39050410166807,lessons,screened,5,True, 39035430170135,2026-03-14T14:22:46Z,2026-07-30T02:58:45Z,【经验分享】第一个35SA的生成之路-你认为的好对SA来说不一定真的好,https://support.worldquantbrain.com/hc/en-us/community/posts/39035430170135,lessons,screened,16,True, 39034638600343,2026-03-14T13:10:48Z,2026-06-10T00:24:52Z,写了一个专门生成提交alpha 的open claw 的skill,https://support.worldquantbrain.com/hc/en-us/community/posts/39034638600343,ai,screened,4,True, 39034538171159,2026-03-14T13:02:40Z,2026-08-27T12:51:09Z,【深度分享】我是怎么给 Claude + BRAIN 做了一套全自动挖矿 Pipeline MCP 的,https://support.worldquantbrain.com/hc/en-us/community/posts/39034538171159,ai,screened,8,True, @@ -498,8 +587,8 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 38927191768343,2026-03-10T07:58:12Z,2026-08-13T11:18:06Z,USA analyst一些具有经济学意义的重组数据字段,https://support.worldquantbrain.com/hc/en-us/community/posts/38927191768343,data,synthesized,23,True,01-alpha-ideas/relationship-and-extension-cards.md;07-professional-knowledge/data-and-signal-semantics.md 38909536551575,2026-03-09T17:08:15Z,2026-06-10T00:26:42Z,【贺六浑】OpenClaw 快速安装与避坑指南,https://support.worldquantbrain.com/hc/en-us/community/posts/38909536551575,general,screened,17,True, 38898494065943,2026-03-09T09:08:29Z,2026-08-10T02:00:00Z,【经验分享】成为顾问一个月，拿下Daily Osmosis Rank全球第一名,https://support.worldquantbrain.com/hc/en-us/community/posts/38898494065943,lessons,screened,20,True, -38872742474775,2026-03-07T07:49:27Z,2026-08-28T08:43:22Z,基于贝叶斯优化的 Alpha 参数遍历工作流：高效打破回撤限制,https://support.worldquantbrain.com/hc/en-us/community/posts/38872742474775,optimization,screened,5,True, -38872307253655,2026-03-07T06:32:13Z,2026-09-17T16:21:44Z,【效率王】APP-3.0：完全自动化时代,https://support.worldquantbrain.com/hc/en-us/community/posts/38872307253655,general,screened,112,True, +38872742474775,2026-03-07T07:49:27Z,2026-09-20T14:17:07Z,基于贝叶斯优化的 Alpha 参数遍历工作流：高效打破回撤限制,https://support.worldquantbrain.com/hc/en-us/community/posts/38872742474775,optimization,screened,5,True, +38872307253655,2026-03-07T06:32:13Z,2026-09-22T13:43:30Z,【效率王】APP-3.0：完全自动化时代,https://support.worldquantbrain.com/hc/en-us/community/posts/38872307253655,general,screened,112,True, 38870096703639,2026-03-07T01:34:56Z,2026-09-17T07:21:40Z,分享一个自用的AI点塔工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/38870096703639,ai,screened,17,True, 38846989093911,2026-03-06T06:40:33Z,2026-06-15T14:58:55Z,【API限时羊毛】注册实名可获得150+元免费LLM-API额度,https://support.worldquantbrain.com/hc/en-us/community/posts/38846989093911,events,screened,7,True, 38846510482967,2026-03-06T05:36:31Z,2026-07-09T04:27:57Z,关于Combined Power Pool Alpha Performance持续稳定的猜想（2.12-2.42-1.97-2.62-2.67）,https://support.worldquantbrain.com/hc/en-us/community/posts/38846510482967,portfolio,screened,19,True, @@ -511,17 +600,17 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 38791976126999,2026-03-04T09:41:15Z,2026-06-10T00:27:40Z,【AI工具推荐】OpenClaw平替--OpenWork，适用于windows系统。,https://support.worldquantbrain.com/hc/en-us/community/posts/38791976126999,ai,screened,15,True, 38791576234647,2026-03-04T08:58:53Z,2026-09-13T06:52:32Z,TRAE配置MCP和Skills(最新),https://support.worldquantbrain.com/hc/en-us/community/posts/38791576234647,ai,screened,8,True, 38768672144151,2026-03-03T14:20:03Z,2026-07-24T04:36:19Z,【日常生活贴】我的量化日记第十季,https://support.worldquantbrain.com/hc/en-us/community/posts/38768672144151,lessons,screened,1189,True, -38767793594775,2026-03-03T13:47:25Z,2026-08-24T12:07:38Z,【经验分享】菜鸟日记——代码小白如何稳住6个月VF0.9+,https://support.worldquantbrain.com/hc/en-us/community/posts/38767793594775,lessons,screened,24,True, +38767793594775,2026-03-03T13:47:25Z,2026-09-22T13:37:37Z,【经验分享】菜鸟日记——代码小白如何稳住6个月VF0.9+,https://support.worldquantbrain.com/hc/en-us/community/posts/38767793594775,lessons,screened,25,True, 38761123396375,2026-03-03T03:24:32Z,2026-07-30T02:16:42Z,【26年3月主题活动】2026 全球量化挑战赛（IQC）推荐计划 & Osmosis 大挑战,https://support.worldquantbrain.com/hc/en-us/community/posts/38761123396375,events,screened,51,True, 38738996110743,2026-03-02T14:23:47Z,2026-06-29T13:54:04Z,"我这个expert,领了半个master的奖金！！！",https://support.worldquantbrain.com/hc/en-us/community/posts/38738996110743,events,screened,23,True, 38736030987927,2026-03-02T12:21:30Z,2026-07-27T01:46:40Z,[代码优化]将历史回测存储至MongoDB中,https://support.worldquantbrain.com/hc/en-us/community/posts/38736030987927,optimization,screened,8,True, -38720223996439,2026-03-01T08:50:29Z,2026-06-10T00:30:14Z,成为expert，vf连续三个月上0.9！！！,https://support.worldquantbrain.com/hc/en-us/community/posts/38720223996439,lessons,screened,15,True, +38720223996439,2026-03-01T08:50:29Z,2026-09-24T17:09:01Z,成为expert，vf连续三个月上0.9！！！,https://support.worldquantbrain.com/hc/en-us/community/posts/38720223996439,lessons,screened,15,True, 38706673362327,2026-02-28T09:25:43Z,2026-09-17T05:55:22Z,【MCP 提示词优化 alpha】全流程提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/38706673362327,optimization,screened,59,True, 38680670654999,2026-02-27T08:02:23Z,2026-08-25T15:24:48Z,[经验分享]❌从全错到全对✅，仅一个月实现combine -1.2→3.18 + vf0.92,https://support.worldquantbrain.com/hc/en-us/community/posts/38680670654999,lessons,screened,28,True, -38669179039255,2026-02-26T19:36:10Z,2026-09-14T11:56:12Z,EUR TOPCS1600的经验：解决Robust universe Sharpe / Sub-universe Sharpe / Weight concentration 问题,https://support.worldquantbrain.com/hc/en-us/community/posts/38669179039255,lessons,synthesized,31,True,08-alpha-optimization/diagnostic-workflow.md +38669179039255,2026-02-26T19:36:10Z,2026-09-23T14:37:09Z,EUR TOPCS1600的经验：解决Robust universe Sharpe / Sub-universe Sharpe / Weight concentration 问题,https://support.worldquantbrain.com/hc/en-us/community/posts/38669179039255,lessons,synthesized,32,True,08-alpha-optimization/diagnostic-workflow.md 38660272769047,2026-02-26T14:51:16Z,2026-06-10T00:30:40Z,一文详解DCC比赛,https://support.worldquantbrain.com/hc/en-us/community/posts/38660272769047,general,screened,9,True, 38654934214423,2026-02-26T09:26:00Z,2026-08-07T10:21:14Z,🤞🤞AIAC 比赛用模板,https://support.worldquantbrain.com/hc/en-us/community/posts/38654934214423,ai,screened,15,True, -38652207939735,2026-02-26T03:35:00Z,2026-08-23T06:57:08Z,"在wq平台, 我们应该通过mcp提供什么工具",https://support.worldquantbrain.com/hc/en-us/community/posts/38652207939735,ai,screened,9,True, +38652207939735,2026-02-26T03:35:00Z,2026-09-20T11:14:41Z,"在wq平台, 我们应该通过mcp提供什么工具",https://support.worldquantbrain.com/hc/en-us/community/posts/38652207939735,ai,screened,9,True, 38631459115543,2026-02-25T14:00:29Z,2026-07-28T12:30:38Z,DCC比赛Tutorial和代码详解,https://support.worldquantbrain.com/hc/en-us/community/posts/38631459115543,engineering,screened,15,True, 38628691756695,2026-02-25T11:36:50Z,2026-07-12T17:20:28Z,一个非科班选手的量化“打怪升级”路——季度奖突破万刀必读,https://support.worldquantbrain.com/hc/en-us/community/posts/38628691756695,guides,synthesized,26,True,09-experience-lessons/competition-evidence.md 38628480955671,2026-02-25T11:19:05Z,2026-08-24T09:31:51Z,借助ai手搓出一个IND region的other355字段alpha，记录一下步骤经过,https://support.worldquantbrain.com/hc/en-us/community/posts/38628480955671,data,screened,13,True, @@ -549,15 +638,15 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 38300250037015,2026-02-10T16:12:08Z,2026-09-06T02:41:10Z,终结烦人的MCP error -32000,https://support.worldquantbrain.com/hc/en-us/community/posts/38300250037015,ai,screened,7,True, 38291391911575,2026-02-10T07:44:04Z,2026-09-17T15:38:57Z,agent时代对expression ast的一个大更新,https://support.worldquantbrain.com/hc/en-us/community/posts/38291391911575,ai,screened,6,True, 38289129737623,2026-02-10T03:06:29Z,2026-06-10T00:36:34Z,3分钟在 Chrome 上开启原生Gemini，不需要Google Pro，不需要花钱订阅！！！,https://support.worldquantbrain.com/hc/en-us/community/posts/38289129737623,ai,screened,5,True, -38265775305751,2026-02-09T11:56:06Z,2026-08-18T12:48:59Z,检测AI生成的alpha表达式，是否出现凭空捏造的数据字段,https://support.worldquantbrain.com/hc/en-us/community/posts/38265775305751,data,synthesized,9,True,02-ai-mining/2026-methods-and-failures.md -38263733981719,2026-02-09T08:17:33Z,2026-09-16T10:05:08Z,【代码优化】【一键完成Osmosis Points分配】自动化你的 Osmosis 点数分配：基于 聚类算法的Fitness 动态加权与多样性筛选,https://support.worldquantbrain.com/hc/en-us/community/posts/38263733981719,portfolio,screened,0,True, +38265775305751,2026-02-09T11:56:06Z,2026-09-22T14:36:36Z,检测AI生成的alpha表达式，是否出现凭空捏造的数据字段,https://support.worldquantbrain.com/hc/en-us/community/posts/38265775305751,data,synthesized,9,True,02-ai-mining/2026-methods-and-failures.md +38263733981719,2026-02-09T08:17:33Z,2026-09-19T12:52:56Z,【代码优化】【一键完成Osmosis Points分配】自动化你的 Osmosis 点数分配：基于 聚类算法的Fitness 动态加权与多样性筛选,https://support.worldquantbrain.com/hc/en-us/community/posts/38263733981719,portfolio,screened,0,True, 38263289227799,2026-02-09T07:18:40Z,2026-07-20T14:52:58Z,"[新人分享] 13天提交，Combine 1.12, PPA Combine 1.35",https://support.worldquantbrain.com/hc/en-us/community/posts/38263289227799,portfolio,screened,9,True, 38260748069015,2026-02-09T01:44:13Z,2026-06-10T00:38:37Z,AI打工人回测器点击“开始回测”后 CMD 闪退？可能是 requirements.txt 中的隐藏乱码导致！,https://support.worldquantbrain.com/hc/en-us/community/posts/38260748069015,ai,screened,2,True, 38254706003607,2026-02-08T16:32:02Z,2026-06-10T00:38:50Z,AI小白10分钟学会Gemini Chrome 插件的配置和使用～～,https://support.worldquantbrain.com/hc/en-us/community/posts/38254706003607,ai,screened,6,True, 38251309633303,2026-02-08T09:18:06Z,2026-06-10T00:38:55Z,新增的免费ai api 大模型提供商，【七牛云注册就送300万token】根本用不完,https://support.worldquantbrain.com/hc/en-us/community/posts/38251309633303,events,screened,2,True, 38249576693911,2026-02-08T04:57:26Z,2026-07-31T16:43:02Z,[必要检查：OS比赛分数统计]OS比赛分数统计,https://support.worldquantbrain.com/hc/en-us/community/posts/38249576693911,general,screened,5,True, 38235318555415,2026-02-07T05:44:22Z,2026-06-10T00:39:04Z,【送AI Token】参加今日培训AI工具助你研究效率翻倍，更有token券相送,https://support.worldquantbrain.com/hc/en-us/community/posts/38235318555415,events,screened,1,True, -38234815701911,2026-02-07T04:16:00Z,2026-08-29T13:04:16Z,Alpha稳健性检验代码,https://support.worldquantbrain.com/hc/en-us/community/posts/38234815701911,optimization,synthesized,11,True,08-alpha-optimization/diagnostic-workflow.md +38234815701911,2026-02-07T04:16:00Z,2026-09-24T22:18:31Z,Alpha稳健性检验代码,https://support.worldquantbrain.com/hc/en-us/community/posts/38234815701911,optimization,synthesized,11,True,08-alpha-optimization/diagnostic-workflow.md 38213050258839,2026-02-06T12:39:56Z,2026-09-09T03:55:08Z,[AIAC2][操作符] 167 操作符全示例，赋能AI 生成、优化、验证表达式,https://support.worldquantbrain.com/hc/en-us/community/posts/38213050258839,optimization,screened,11,True, 38210807994519,2026-02-06T09:28:25Z,2026-09-14T13:16:04Z,OSMOSIS 分数分配策略 by TIGER：big head 分配法,https://support.worldquantbrain.com/hc/en-us/community/posts/38210807994519,portfolio,screened,10,True, 38209592294167,2026-02-06T06:42:41Z,2026-06-10T00:43:16Z,VF第一次更新从0.5-0.88的感想,https://support.worldquantbrain.com/hc/en-us/community/posts/38209592294167,lessons,screened,4,True, @@ -566,19 +655,19 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 38182883500055,2026-02-05T09:48:58Z,2026-07-29T14:44:42Z,OS更新后对于“这个因子到底能不能交”的一点思考 【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/38182883500055,general,screened,9,True, 38182819864471,2026-02-05T09:38:03Z,2026-08-26T13:53:46Z,【差生文具多】WQ助手1.01版本(安卓版本),https://support.worldquantbrain.com/hc/en-us/community/posts/38182819864471,general,screened,12,True, 38154547987607,2026-02-04T08:15:31Z,2026-06-10T00:43:46Z,【ValueFactor提升经验】从0.26->0.53->0.56->0.9->0.95的经验之谈,https://support.worldquantbrain.com/hc/en-us/community/posts/38154547987607,lessons,screened,10,True, -38151220803095,2026-02-04T02:22:18Z,2026-09-09T03:30:16Z,AI打工人配置指南 - Windows\Mac\Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095,ai,screened,113,True, +38151220803095,2026-02-04T02:22:18Z,2026-09-22T13:54:37Z,AI打工人配置指南 - Windows\Mac\Linux,https://support.worldquantbrain.com/hc/en-us/community/posts/38151220803095,ai,screened,117,True, 38149908964759,2026-02-04T01:09:24Z,2026-06-10T00:43:55Z,【AI打工人Step4运行问题】针对Mac系统的代码调整,https://support.worldquantbrain.com/hc/en-us/community/posts/38149908964759,ai,screened,4,True, 38121900955415,2026-02-03T05:48:25Z,2026-06-10T00:44:00Z,新人期升段失败 ，vf0.5-0.93的个人小结,https://support.worldquantbrain.com/hc/en-us/community/posts/38121900955415,lessons,screened,18,True, 38121748548759,2026-02-03T05:25:48Z,2026-07-17T22:01:22Z,【WQ数据监控】wqmanager.qzz.io 一览wq-leaderboard数据,https://support.worldquantbrain.com/hc/en-us/community/posts/38121748548759,general,screened,25,True, 38121562587543,2026-02-03T05:01:45Z,2026-06-10T00:44:11Z,萌新第一次定级怎么做到comb-1.48但是Velue Factor0.9的（踩坑教程）,https://support.worldquantbrain.com/hc/en-us/community/posts/38121562587543,lessons,screened,6,True, 38121310515223,2026-02-03T04:33:20Z,2026-09-10T04:38:42Z,PPA活动主题限制下，提交ra点塔的一点心得。,https://support.worldquantbrain.com/hc/en-us/community/posts/38121310515223,events,screened,17,True, -38120459173143,2026-02-03T03:10:49Z,2026-07-22T02:09:44Z,PC限流的破解小窍门：基于SC的PC优化方法,https://support.worldquantbrain.com/hc/en-us/community/posts/38120459173143,optimization,synthesized,4,True,08-alpha-optimization/diagnostic-workflow.md +38120459173143,2026-02-03T03:10:49Z,2026-09-24T01:25:16Z,PC限流的破解小窍门：基于SC的PC优化方法,https://support.worldquantbrain.com/hc/en-us/community/posts/38120459173143,optimization,synthesized,5,True,08-alpha-optimization/diagnostic-workflow.md 38120400657687,2026-02-03T03:03:52Z,2026-06-10T00:44:21Z,【MCP error -32000: Connection closed】解决无法连接问题（MAC系统）,https://support.worldquantbrain.com/hc/en-us/community/posts/38120400657687,ai,screened,2,True, 38120016912407,2026-02-03T02:28:52Z,2026-06-29T02:45:50Z,【BRAIN顾问的春节精彩瞬间】马上有福·BRAIN新春喜乐会 🏮,https://support.worldquantbrain.com/hc/en-us/community/posts/38120016912407,ai,screened,159,True, 38095332944919,2026-02-02T09:02:27Z,2026-06-10T00:44:31Z,iflow cli接入自定义大模型api,https://support.worldquantbrain.com/hc/en-us/community/posts/38095332944919,ai,screened,4,True, -38081199177239,2026-02-01T07:44:01Z,2026-09-08T18:24:46Z,【新人向-SA的本地计算SC】复制即用！跟上后一篇PC检测代码！,https://support.worldquantbrain.com/hc/en-us/community/posts/38081199177239,engineering,screened,6,True, +38081199177239,2026-02-01T07:44:01Z,2026-09-23T12:31:44Z,【新人向-SA的本地计算SC】复制即用！跟上后一篇PC检测代码！,https://support.worldquantbrain.com/hc/en-us/community/posts/38081199177239,engineering,screened,6,True, 38037870580375,2026-01-30T02:11:13Z,2026-06-10T00:44:42Z,[找灵感] 我遇到的找灵感时账号登录问题,https://support.worldquantbrain.com/hc/en-us/community/posts/38037870580375,ideas,screened,6,True, -38025695370775,2026-01-29T18:31:48Z,2026-08-09T16:28:34Z,【效率王】APP重磅升级功能：来点Alpha--重新定义AI时代123阶,https://support.worldquantbrain.com/hc/en-us/community/posts/38025695370775,ai,screened,60,True, +38025695370775,2026-01-29T18:31:48Z,2026-09-21T13:02:05Z,【效率王】APP重磅升级功能：来点Alpha--重新定义AI时代123阶,https://support.worldquantbrain.com/hc/en-us/community/posts/38025695370775,ai,screened,60,True, 38021301172759,2026-01-29T16:12:12Z,2026-06-10T00:44:54Z,关于ts_decay_linear的妙用,https://support.worldquantbrain.com/hc/en-us/community/posts/38021301172759,optimization,screened,19,True, 38013614427671,2026-01-29T09:43:31Z,2026-08-31T06:22:43Z,Gemini CLI正确开启skills以及alpha迭代优化工作流,https://support.worldquantbrain.com/hc/en-us/community/posts/38013614427671,optimization,screened,16,True, 38013569192983,2026-01-29T09:32:22Z,2026-06-10T00:45:04Z,使用mcp+ai挖掘alpha过程中节约token的小技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/38013569192983,ai,screened,8,True, @@ -591,10 +680,10 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 37953156945687,2026-01-26T23:49:56Z,2026-06-10T00:45:38Z,手机远程连接claudecode，24小时随时指挥AI干活！,https://support.worldquantbrain.com/hc/en-us/community/posts/37953156945687,ai,screened,7,True, 37922239190039,2026-01-25T16:35:34Z,2026-06-10T00:45:42Z,AI打工人系列：玩转MAC系统中回测小问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37922239190039,ai,screened,1,True, 37905611580311,2026-01-24T09:12:17Z,2026-06-22T00:52:50Z,【OB】在OpenCode中使用Antigravity的Claude额度,https://support.worldquantbrain.com/hc/en-us/community/posts/37905611580311,ai,screened,0,True, -37878120993559,2026-01-23T07:35:03Z,2026-09-10T04:10:22Z,这个因子到底能不能交？ 定级后关于因子提交的沉重反思 【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/37878120993559,general,screened,7,True, +37878120993559,2026-01-23T07:35:03Z,2026-09-24T11:01:19Z,这个因子到底能不能交？ 定级后关于因子提交的沉重反思 【传奇耐打王系列一】,https://support.worldquantbrain.com/hc/en-us/community/posts/37878120993559,general,screened,7,True, 37877587810327,2026-01-23T06:23:31Z,2026-09-07T05:51:42Z,GLB区域使用ppa点塔,https://support.worldquantbrain.com/hc/en-us/community/posts/37877587810327,general,screened,15,True, -37858237686167,2026-01-22T14:48:04Z,2026-09-08T05:36:48Z,基于论坛的 Super Alpha 全自动化框架：从策略生成到最大独立集优化 (附完整源码),https://support.worldquantbrain.com/hc/en-us/community/posts/37858237686167,portfolio,screened,2,True, -37857879534487,2026-01-22T14:35:22Z,2026-07-19T05:51:32Z,opencode+skills全自动优化alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/37857879534487,optimization,screened,3,True, +37858237686167,2026-01-22T14:48:04Z,2026-09-22T13:33:11Z,基于论坛的 Super Alpha 全自动化框架：从策略生成到最大独立集优化 (附完整源码),https://support.worldquantbrain.com/hc/en-us/community/posts/37858237686167,portfolio,screened,3,True, +37857879534487,2026-01-22T14:35:22Z,2026-09-22T13:32:45Z,opencode+skills全自动优化alpha,https://support.worldquantbrain.com/hc/en-us/community/posts/37857879534487,optimization,screened,4,True, 37856141500951,2026-01-22T13:24:07Z,2026-06-10T00:46:07Z,【Community Leader - 因子构造】gemini_cli_sdk + 双agent，打造一个听话的挖掘工2,https://support.worldquantbrain.com/hc/en-us/community/posts/37856141500951,ideas,screened,1,True, 37852483070743,2026-01-22T07:57:28Z,2026-06-10T00:46:12Z,iflow提示API账户余额不足（Insufficient Balance）？不要急，切换个模型即可,https://support.worldquantbrain.com/hc/en-us/community/posts/37852483070743,ai,screened,2,True, 37852378086039,2026-01-22T07:34:32Z,2026-09-04T09:44:30Z,【ValueFactor】0.38->0.89->1->0.99->1的自我救赎,https://support.worldquantbrain.com/hc/en-us/community/posts/37852378086039,lessons,screened,10,True, @@ -613,7 +702,7 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 37762717623063,2026-01-18T16:52:39Z,2026-06-10T00:47:18Z,【AI桌面插件】作为智能助手寻找 Alpha 模版和灵感,https://support.worldquantbrain.com/hc/en-us/community/posts/37762717623063,ideas,screened,5,True, 37760676701463,2026-01-18T12:58:32Z,2026-06-10T00:47:22Z,Mac OS设置cnhkmcp环境,https://support.worldquantbrain.com/hc/en-us/community/posts/37760676701463,ai,screened,1,True, 37760428555287,2026-01-18T12:23:49Z,2026-07-03T16:58:10Z,[工具分享] 追踪每一次cnhkmcp的更新,https://support.worldquantbrain.com/hc/en-us/community/posts/37760428555287,ai,screened,2,True, -37759477785239,2026-01-18T09:47:10Z,2026-09-13T13:59:01Z,[Alpha优化] 提高Robust Universie Sharp，提高Sub Universe Sharp，降低Turnover的常见方式,https://support.worldquantbrain.com/hc/en-us/community/posts/37759477785239,optimization,screened,12,True, +37759477785239,2026-01-18T09:47:10Z,2026-09-22T13:32:45Z,[Alpha优化] 提高Robust Universie Sharp，提高Sub Universe Sharp，降低Turnover的常见方式,https://support.worldquantbrain.com/hc/en-us/community/posts/37759477785239,optimization,screened,13,True, 37745706080407,2026-01-17T08:00:15Z,2026-06-22T00:23:32Z,【SKILLS everywhere】自动同步skills，从claude到gemini，codex，iflow,https://support.worldquantbrain.com/hc/en-us/community/posts/37745706080407,ai,screened,6,True, 37744709099671,2026-01-17T05:17:18Z,2026-06-10T00:47:42Z,最新MacOS tahoe 系统如何解决运行APP后打开回测器报错解决方案,https://support.worldquantbrain.com/hc/en-us/community/posts/37744709099671,engineering,screened,1,True, 37743736735895,2026-01-17T03:21:10Z,2026-07-01T10:02:39Z,我是如何分配5000次回测,https://support.worldquantbrain.com/hc/en-us/community/posts/37743736735895,engineering,screened,14,True, @@ -621,7 +710,7 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 37725846490903,2026-01-16T15:13:17Z,2026-08-04T10:43:37Z,gemini_cli_sdk + 双agent，打造一个听话的挖掘工（含代码框架和样例）,https://support.worldquantbrain.com/hc/en-us/community/posts/37725846490903,ai,screened,6,True, 37723363144855,2026-01-16T13:35:46Z,2026-09-14T08:41:20Z,无限随机大法带你挖掘所有可能的own Super Alpha（附上代码）,https://support.worldquantbrain.com/hc/en-us/community/posts/37723363144855,portfolio,screened,0,True, 37701654477847,2026-01-15T16:37:47Z,2026-06-10T00:48:02Z,谷歌Antigravity 如何使用Skills,https://support.worldquantbrain.com/hc/en-us/community/posts/37701654477847,ai,screened,10,True, -37669317975959,2026-01-14T15:18:38Z,2026-09-05T19:48:23Z,【alpha模板】行业中性化残差信号IND模板,https://support.worldquantbrain.com/hc/en-us/community/posts/37669317975959,ideas,synthesized,41,True,00-restart/corrections.md;01-alpha-ideas/data-template-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md +37669317975959,2026-01-14T15:18:38Z,2026-09-20T04:01:02Z,【alpha模板】行业中性化残差信号IND模板,https://support.worldquantbrain.com/hc/en-us/community/posts/37669317975959,ideas,synthesized,41,True,00-restart/corrections.md;01-alpha-ideas/data-template-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md 37662393416727,2026-01-14T07:48:07Z,2026-08-26T13:53:47Z,【差生文具多】为wq官网开发一个手机app查询常用信息-WQHelper,https://support.worldquantbrain.com/hc/en-us/community/posts/37662393416727,general,screened,18,True, 37662026299543,2026-01-14T06:57:15Z,2026-06-10T00:48:16Z,盘点最近薅到的免费大模型,https://support.worldquantbrain.com/hc/en-us/community/posts/37662026299543,ai,screened,7,True, 37661413598231,2026-01-14T05:24:25Z,2026-06-10T00:48:21Z,Gemini cli如何使用cnhkmcp中的Skills,https://support.worldquantbrain.com/hc/en-us/community/posts/37661413598231,ai,screened,12,True, @@ -629,10 +718,10 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 37660271259159,2026-01-14T03:20:18Z,2026-06-10T00:48:25Z,【代码优化】优化datafield的模糊查询,https://support.worldquantbrain.com/hc/en-us/community/posts/37660271259159,data,screened,1,True, 37659557662615,2026-01-14T02:14:22Z,2026-06-10T00:48:31Z,win10解决cmd窗口不显示图标和特殊符号的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37659557662615,general,screened,6,True, 37646343046807,2026-01-13T17:33:05Z,2026-06-10T00:48:35Z,【代码优化，即插即用】一键批量获取数据字段（以可直接用于app的格式/已解决429问题）,https://support.worldquantbrain.com/hc/en-us/community/posts/37646343046807,data,screened,1,True, -37641142548119,2026-01-13T14:55:02Z,2026-07-20T08:17:52Z,关于印度区因子挖掘遇到一些常见问题的一些小技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/37641142548119,general,screened,13,True, +37641142548119,2026-01-13T14:55:02Z,2026-09-19T04:04:39Z,关于印度区因子挖掘遇到一些常见问题的一些小技巧,https://support.worldquantbrain.com/hc/en-us/community/posts/37641142548119,general,screened,13,True, 37638889294103,2026-01-13T13:32:57Z,2026-06-29T12:48:38Z,【代码优化】ProdCorr记录插件，减少重复查询,https://support.worldquantbrain.com/hc/en-us/community/posts/37638889294103,portfolio,screened,22,True, 37638726633623,2026-01-13T13:27:56Z,2026-08-09T02:10:33Z,AI打工人安装问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37638726633623,ai,screened,0,True, -37635435747479,2026-01-13T09:58:56Z,2026-09-15T10:05:26Z,如何快速配置QuantGo Kit！！！！,https://support.worldquantbrain.com/hc/en-us/community/posts/37635435747479,general,screened,0,True, +37635435747479,2026-01-13T09:58:56Z,2026-09-24T04:02:06Z,如何快速配置QuantGo Kit！！！！,https://support.worldquantbrain.com/hc/en-us/community/posts/37635435747479,general,screened,0,True, 37633778449175,2026-01-13T06:39:07Z,2026-06-10T00:49:04Z,【提示词优化】使用iflow_cli结合deepseek的提示词,https://support.worldquantbrain.com/hc/en-us/community/posts/37633778449175,optimization,screened,11,True, 37615320558999,2026-01-12T16:24:49Z,2026-06-10T00:49:07Z,【MCP工具分享-即插即用】多 Alpha 两两相关性批量检查工具 (附完整源码),https://support.worldquantbrain.com/hc/en-us/community/posts/37615320558999,portfolio,screened,2,True, 37609772940311,2026-01-12T13:21:05Z,2026-07-20T03:30:35Z,在Trae 中使用cnhkmcp中的Skills,https://support.worldquantbrain.com/hc/en-us/community/posts/37609772940311,ai,screened,11,True, @@ -642,11 +731,11 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 37593830722711,2026-01-11T10:02:48Z,2026-06-10T00:49:32Z,2025年最大的收获就是成为wordquant平台的一份子！！,https://support.worldquantbrain.com/hc/en-us/community/posts/37593830722711,general,screened,14,True, 37581803221143,2026-01-10T13:39:02Z,2026-07-01T15:47:18Z,2025年Q4 Genus升级失败小结,https://support.worldquantbrain.com/hc/en-us/community/posts/37581803221143,general,screened,24,True, 37581194344215,2026-01-10T12:39:47Z,2026-06-10T00:49:40Z,【平台新功能】字段新特征：datecoverage的介绍、应用与勘误。,https://support.worldquantbrain.com/hc/en-us/community/posts/37581194344215,data,synthesized,23,True,01-alpha-ideas/data-template-cards.md;06-sources/curated.md;07-professional-knowledge/data-and-signal-semantics.md -37576441185559,2026-01-10T01:35:14Z,2026-09-13T11:43:08Z,脚本记录Osmosis point每日变化,https://support.worldquantbrain.com/hc/en-us/community/posts/37576441185559,portfolio,screened,3,True, +37576441185559,2026-01-10T01:35:14Z,2026-09-18T07:30:38Z,脚本记录Osmosis point每日变化,https://support.worldquantbrain.com/hc/en-us/community/posts/37576441185559,portfolio,screened,3,True, 37560258463767,2026-01-09T15:23:58Z,2026-09-04T08:16:29Z,用 Claude Skills 做因子自动挖掘：回测、记录与知识查询模块化,https://support.worldquantbrain.com/hc/en-us/community/posts/37560258463767,ai,screened,16,True, 37555582592023,2026-01-09T11:58:13Z,2026-09-15T01:40:56Z,VF0.98+Expert直升Grandmaster我是怎么做的,https://support.worldquantbrain.com/hc/en-us/community/posts/37555582592023,lessons,screened,27,True, 37555474457495,2026-01-09T11:50:00Z,2026-07-26T04:03:27Z,[Agent skills] 枪在手跟我走，AI工作流大进化，Skills开箱即用！,https://support.worldquantbrain.com/hc/en-us/community/posts/37555474457495,ai,screened,16,True, -37554208805911,2026-01-09T09:48:58Z,2026-09-15T10:04:12Z,【新人向-SA的Prod检测 —— 24h可检测600个！】即插即用！结合上一篇SA自相关文章！,https://support.worldquantbrain.com/hc/en-us/community/posts/37554208805911,portfolio,screened,7,True, +37554208805911,2026-01-09T09:48:58Z,2026-09-23T12:41:55Z,【新人向-SA的Prod检测 —— 24h可检测600个！】即插即用！结合上一篇SA自相关文章！,https://support.worldquantbrain.com/hc/en-us/community/posts/37554208805911,portfolio,screened,7,True, 37553813919383,2026-01-09T08:52:42Z,2026-06-10T00:50:09Z,[Osmosis Competition 2025]从比赛结果中得到新版本的启示,https://support.worldquantbrain.com/hc/en-us/community/posts/37553813919383,portfolio,screened,4,True, 37553419414807,2026-01-09T07:59:05Z,2026-07-26T13:05:22Z,【贺六浑】 回测次数到达4700，自动强制终止回测 开箱即用脚本,https://support.worldquantbrain.com/hc/en-us/community/posts/37553419414807,engineering,screened,6,True, 37531632149783,2026-01-08T15:26:38Z,2026-06-10T00:50:18Z,在获取数据集的时候返回API rate limit exceeded,https://support.worldquantbrain.com/hc/en-us/community/posts/37531632149783,data,screened,6,True, @@ -654,16 +743,16 @@ post_id,created_at,updated_at,title,url,group_heuristic,review_status,comments_r 37523762919575,2026-01-08T06:31:36Z,2026-09-12T10:46:42Z,新手福音，全自动爬山算法，1个Alpha变N个！！！（开箱即用）,https://support.worldquantbrain.com/hc/en-us/community/posts/37523762919575,general,screened,24,True, 37503393839895,2026-01-07T15:32:28Z,2026-09-08T01:53:19Z,[Gemini大王]同时调取多个Gemini Cli完成不同工作,https://support.worldquantbrain.com/hc/en-us/community/posts/37503393839895,ai,screened,3,True, 37495491312407,2026-01-07T06:52:07Z,2026-01-17T12:29:52Z,【代码优化】一句话debug：429？多try一下就好啦！,https://support.worldquantbrain.com/hc/en-us/community/posts/37495491312407,optimization,screened,2,True, -37495033591447,2026-01-07T05:55:18Z,2026-09-15T11:08:41Z,QuantGo Kit：基于Grafana的WorldQuant量化可视化篇,https://support.worldquantbrain.com/hc/en-us/community/posts/37495033591447,general,screened,5,True, +37495033591447,2026-01-07T05:55:18Z,2026-09-24T04:01:59Z,QuantGo Kit：基于Grafana的WorldQuant量化可视化篇,https://support.worldquantbrain.com/hc/en-us/community/posts/37495033591447,general,screened,5,True, 37494588760343,2026-01-07T04:56:49Z,2026-05-17T07:10:31Z,【代码优化】缘分一道桥429 频繁报错 + 解析误判的一个实用修法（亲测有效）,https://support.worldquantbrain.com/hc/en-us/community/posts/37494588760343,optimization,screened,4,True, 37476581630231,2026-01-06T15:56:28Z,2026-07-20T11:15:54Z,新顾问踩坑分享——combined为负的惨痛教训,https://support.worldquantbrain.com/hc/en-us/community/posts/37476581630231,lessons,synthesized,2,True,09-experience-lessons/failure-casebook.md -37473718017175,2026-01-06T14:23:59Z,2026-09-14T13:20:11Z,ASI MINVOL1M市场Robust Universe优化案例,https://support.worldquantbrain.com/hc/en-us/community/posts/37473718017175,optimization,synthesized,9,True,08-alpha-optimization/diagnostic-workflow.md +37473718017175,2026-01-06T14:23:59Z,2026-09-22T14:22:13Z,ASI MINVOL1M市场Robust Universe优化案例,https://support.worldquantbrain.com/hc/en-us/community/posts/37473718017175,optimization,synthesized,10,True,08-alpha-optimization/diagnostic-workflow.md 37467795410071,2026-01-06T06:16:33Z,2026-04-15T16:39:59Z,我的量化之路: 我是如何用上AI做量化的,https://support.worldquantbrain.com/hc/en-us/community/posts/37467795410071,lessons,screened,4,True, 37466253361943,2026-01-06T03:16:54Z,2026-07-29T15:58:22Z,【 代码优化】如何解决限流429报错的问题,https://support.worldquantbrain.com/hc/en-us/community/posts/37466253361943,optimization,screened,23,True, -37436887844631,2026-01-05T02:22:45Z,2026-01-29T15:39:55Z,【差生文具多】手机远程访问云主机方案分享-windowsApp,https://support.worldquantbrain.com/hc/en-us/community/posts/37436887844631,general,screened,0,True, +37436887844631,2026-01-05T02:22:45Z,2026-09-23T07:46:56Z,【差生文具多】手机远程访问云主机方案分享-windowsApp,https://support.worldquantbrain.com/hc/en-us/community/posts/37436887844631,general,screened,0,True, 37433599938071,2026-01-04T21:05:56Z,2026-07-09T10:25:20Z,[工具分享] Alpha 综合评分系统：基于多维度指标的自动筛选框架,https://support.worldquantbrain.com/hc/en-us/community/posts/37433599938071,engineering,screened,5,True, -37427255135127,2026-01-04T09:47:12Z,2026-09-14T09:08:26Z,[SuperAlpha]SuperAlpha数据分析师，洞察alpha表现自动构建selection利器(附代码),https://support.worldquantbrain.com/hc/en-us/community/posts/37427255135127,portfolio,screened,3,True, -37427295710359,2026-01-04T09:45:08Z,2026-09-17T05:43:52Z,[SuperAlpha] 基于SuperAlpha数据分析师--Own极简回测次数源源不断三五(附代码),https://support.worldquantbrain.com/hc/en-us/community/posts/37427295710359,portfolio,screened,19,True, +37427255135127,2026-01-04T09:47:12Z,2026-09-24T10:17:16Z,[SuperAlpha]SuperAlpha数据分析师，洞察alpha表现自动构建selection利器(附代码),https://support.worldquantbrain.com/hc/en-us/community/posts/37427255135127,portfolio,screened,3,True, +37427295710359,2026-01-04T09:45:08Z,2026-09-22T13:48:03Z,[SuperAlpha] 基于SuperAlpha数据分析师--Own极简回测次数源源不断三五(附代码),https://support.worldquantbrain.com/hc/en-us/community/posts/37427295710359,portfolio,screened,20,True, 37389747140119,2026-01-02T06:57:14Z,2026-02-02T08:11:24Z,Brain Labs填充缺失值使用未来数据吗？,https://support.worldquantbrain.com/hc/en-us/community/posts/37389747140119,ai,screened,2,True, 37388868198423,2026-01-02T04:37:56Z,2026-08-14T05:27:45Z,2025年踩坑经验总结 vf 0.5->0.13->0.38->0.81； Combined Alpha Performance 0.68->0.06->-0.58->0.36；,https://support.worldquantbrain.com/hc/en-us/community/posts/37388868198423,lessons,synthesized,5,True,09-experience-lessons/failure-casebook.md 37388646548119,2026-01-02T04:12:54Z,2026-09-06T12:19:42Z,[工具分享]一键 Robust Sharpe优化辅助,https://support.worldquantbrain.com/hc/en-us/community/posts/37388646548119,optimization,screened,9,True, diff --git a/docs/worldquant-knowledge-base/07-professional-knowledge/data-and-signal-semantics.md b/docs/worldquant-knowledge-base/07-professional-knowledge/data-and-signal-semantics.md index 61b90fa..9ef5f32 100644 --- a/docs/worldquant-knowledge-base/07-professional-knowledge/data-and-signal-semantics.md +++ b/docs/worldquant-knowledge-base/07-professional-knowledge/data-and-signal-semantics.md @@ -45,3 +45,11 @@ 增加同类字段可能只是叠加相关噪声和缺失。帖子记录了同域克隆失败、跨类别组合更好的样本，但没有证明多类别组合必然有效。来源：[字段堆越多alpha越牛？我替你们试过了，真不是这么回事](https://support.worldquantbrain.com/hc/en-us/community/posts/41908323673111)（2026-07-13）。 保持主字段、方向与覆盖语义后，才讨论删除冗余算子；降低 OpCount 不能靠偷偷改变信号。来源：[【Quant101】OpCount 拯救计划：因子化简](https://support.worldquantbrain.com/hc/en-us/community/posts/41105918774807)（2026-06-10）。详见 [优化流程](../08-alpha-optimization/diagnostic-workflow.md)。 + +## 2026-09-25 补充：缺失设置是实验变量 + +[按数据类型选择回填](https://support.worldquantbrain.com/hc/en-us/community/posts/43273417454487)（2026-09-05，本轮补录）和 [NanHandling 讨论](https://support.worldquantbrain.com/hc/en-us/community/posts/43562519639063)（2026-09-17，本轮补录）提醒，事件未发生、状态尚未更新与采集缺失不能用同一填法。NanHandling ON/OFF、算子及字段组合可能改变有效股票数和信号含义；文中观测不是平台所有算子的统一定义，尤其不能推广“其他情况无所谓”。 + +[新闻密度帖的新增可见评论](https://support.worldquantbrain.com/hc/en-us/community/posts/43541109631895#community_comment_43582240044695)（评论发表于 2026-09-18）提出：若无新闻日为缺失且均值忽略缺失，得到的是有新闻日的条件均值，并非每个交易日的新闻密度。应先核对实际返回值，再比较零填充、原缺失和有限回填，同时观察覆盖与集中度；不能预先把缺失都当无事件。[预处理讨论评论](https://support.worldquantbrain.com/hc/en-us/community/posts/43527457608087#community_comment_43552980010775)（2026-09-17，本轮补齐）进一步提醒，回填后的 Sharpe 提升可能只是股票构成改变，需并看信号年龄、多空数量、换手及分组暴露。这些是评论者的机制建议，不是已确认因果结果。 + +历史频域来源 41208709211671 在本次列表缺失，2026-09-25 直接 API 请求返回 404；保留此前归纳和来源，不据此判断作者删除或内容失效。 diff --git a/docs/worldquant-knowledge-base/08-alpha-optimization/portfolio-and-correlation.md b/docs/worldquant-knowledge-base/08-alpha-optimization/portfolio-and-correlation.md index 6daf511..cc01523 100644 --- a/docs/worldquant-knowledge-base/08-alpha-optimization/portfolio-and-correlation.md +++ b/docs/worldquant-knowledge-base/08-alpha-optimization/portfolio-and-correlation.md @@ -33,3 +33,9 @@ Osmosis 社区帖称有多个 Region×Delay、每赛道 Alpha 数量与点数要求；具体资格和锁定时区未由本轮完整核实，不将该帖直接升级为当前官方规则。来源：[🌟 玩转 Osmosis：让你的 Alphas 成为最高 2 倍收益放大器！(机制详解与实操指南)](https://support.worldquantbrain.com/hc/en-us/community/posts/43002825233687)（2026-08-26）。 关于低 PC 与高 Fitness 的取舍，社区有单变量实验支持按质量预算思考，不能只追最低 PC。来源：[关于降Prod Correlation的实践（一）](https://support.worldquantbrain.com/hc/en-us/community/posts/39118594803095)（2026-03-18）。具体权重和阈值需要依据你的池验证，本任务未修改组合、提交 Alpha 或分配点数。 + +## 2026-09-25 补充：聚类代表不能替代每个候选的终验 + +[本地 PnL 聚类预筛工具](https://support.worldquantbrain.com/hc/en-us/community/posts/43300341649687)（2026-09-07，本轮补录）按候选间相关性合并簇，只查代表项并把 PC 结果传播给成员。减少重复检查可作为调度思路，但 PASS/FAIL 传播没有充分保证。以同一日期样本上中心化、标准化的 A、B、P 为例，柯西不等式给出 |corr(A,P)−corr(B,P)| ≤ √(2(1−corr(A,B)))；即使 corr(A,B)=0.9，上界仍约 0.447，远不能保证跨不过提交门槛。这是本库数学边界，不是平台 PC 公式；链式连通聚类还不保证任意两成员都达到聚类阈值。 + +[双桶去相关案例](https://support.worldquantbrain.com/hc/en-us/community/posts/43624302417559)（2026-09-20）报告 PC 下降同时 margin 下降，也给出分桶轴与信号重叠导致信号被抹去的反例。因此比较应同时记录成本、覆盖、子区域与生产相关性，不能只凭某项过线判定改善。[Value Factor 讨论](https://support.worldquantbrain.com/hc/en-us/community/posts/43589077012759)（2026-09-18）区分单体质量、自有池增量和平台全池评价；其教学示例不是实测收益或支付公式。上述数值和工具效果均未复现。 diff --git a/docs/worldquant-knowledge-base/README.md b/docs/worldquant-knowledge-base/README.md index dd47e91..4d52b39 100644 --- a/docs/worldquant-knowledge-base/README.md +++ b/docs/worldquant-knowledge-base/README.md @@ -1,8 +1,8 @@ # WorldQuant 研究重启知识库 -首次整理：2026-09-07；论坛最近同步：2026-09-18，Asia/Shanghai。论坛严格按 **2026-01-01 起的发帖时间**筛选；旧帖即使今年更新、被邮件或合集引用，也不纳入论坛研究来源。面向个人研究，不包含已运行或保证有效的 Alpha。 +首次整理：2026-09-07；论坛最近同步：2026-09-25（有访问缺口），Asia/Shanghai。论坛严格按 **2026-01-01 起的发帖时间**筛选；旧帖即使今年更新、被邮件或合集引用，也不纳入论坛研究来源。面向个人研究，不包含已运行或保证有效的 Alpha。 -9 月 18 日增量：论坛索引现有 **670 篇帖子、9,601 条评论**。本次新收录 41 篇，其中 29 篇发表于上次采集之后、12 篇为历史补录；通过内容指纹确认 2 篇旧帖正文更新、1 篇旧帖出现新可见评论。新增[差分与类别编码边界](01-alpha-ideas/relationship-and-extension-cards.md)、[代理变量与样本边界](01-alpha-ideas/data-template-cards.md)、[回测恢复风险](03-engineering/2026-operating-lessons.md)，并复核 [SPC 当前输出规范](04-platform/spc.md)。一篇图片正文尚未精读，其余覆盖及计数口径见 [来源与覆盖](06-sources/README.md)。 +9 月 25 日增量：本次实际取得 **758 篇可见帖子、10,141 条评论**。新收录 89 篇，其中 72 篇发表于上次采集后、17 篇为历史补录；217 篇旧帖出现新可见评论，未见既有正文或评论文本编辑。更新[时间前推验证](05-research-practice/validation.md)、[FFT/PCA 实现边界](02-ai-mining/python-alpha.md)、[相关性预筛](08-alpha-optimization/portfolio-and-correlation.md)、[数据语义](07-professional-knowledge/data-and-signal-semantics.md)、[工程状态](03-engineering/2026-operating-lessons.md)和[事件信号对照](01-alpha-ideas/data-template-cards.md)。另有 1 篇旧帖返回 404，历史记录仍保留，索引共 759 篇；1 篇图片正文继续待读。详见[来源与覆盖](06-sources/README.md)。 **先更新研究方向，再恢复回测规模。** 当前最值得投入的是有经济解释的低相关信号、能保留失败证据的 AI 实验闭环，以及组合层的增量价值。不要把“提交数量”“Token 消耗”当作研究进展。