列举近一年券商金工新发因子回报（非周报），因子基名与时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应不重合，仅用5min OHLCV可复现，给view链接。至10个

我们 need answer in Chinese. Need parse user request. They ask: "列举近一年券商金工新发因子回报（非周报），因子基名与时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应不重合，仅用5min OHLCV可复现，给view链接。至10个"

We need understand. They want list of new factors from broker quant engineering in past year (non-weekly reports), factor base names not overlapping with specified categories, reproducible with 5-min OHLCV, provide view links. Up to 10.

We have provided text references. Need answer based on provided text and knowledge. Need include citations [1] etc. Need avoid repeating same source. Need humanized.

Need identify from provided text relevant factors. Let's inspect references.

Reference [1] (2026-06-03) financial engineering deep report. Mentions "时间段切割因子", "维度匹配因子", "匹配K陑算子", "单维度聚合因子", "振幅边际异常相对波动因子". This is about factor construction. It mentions "以振幅边际异常为离散向量，以收益率为连续向量，得到振幅边际异常相对波动因子". This factor likely named "振幅边际异常相对波动因子" (amplitude marginal anomaly relative volatility). It is from 2026-06-03, within past year? Current date? We need know current date? User says "近一年" likely from current date 2026? Provided refs include 2026-08-18, so current date maybe 2026-08-18 or later. Past year from 2025-08 to 2026-08. Refs [1] 2026-06-03, [2] 2025-06-04 (more than year? if current 2026-08, 2025-06 is >1 year? Actually 14 months, not within past year), [4] 2026-05-08, [6] 2025-05-07 (not), [7] 2026-08-18, [8] 2026-08-18, [10] 2026-07-05, [11] 2025-04-19 (not), [13] 2026-04-02, [14] 2026-03-10. Need list factors from these reports that are new and reproducible with 5min OHLCV. Need "因子基名" maybe factor base name? Need "时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应" are categories of factors? Need avoid overlap with these. Need "仅用5min OHLCV可复现" means only using 5-minute OHLCV data can reproduce. Need provide "view链接" maybe link to report? We don't have actual URLs. Need maybe "给view链接" means provide view links? Could be "view" as in "查看链接"? We can provide reference links? We have no URLs. Need maybe say "由于文本未提供直接链接，可搜索报告标题" and give titles. But user explicitly asks "给view链接". We can provide "查看链接" as report titles and dates? Need maybe use "参考资料[x]" as links? Hmm.

Need answer with up to 10 factors. Need ensure factor base names not overlapping with specified categories. Need identify from provided text.

Let's parse all references for factor names.

Ref [1]: "时间段切割因子是维度匹配因子的一个子类... 单维度聚合因子... 振幅边际异常相对波动因子" This is a deep report about factor construction. It likely introduces "振幅边际异常相对波动因子" (Amp Marginal Anomaly Relative Volatility). It uses "以振幅边际异常为离散向量，以收益率为连续向量" maybe uses 5-min OHLCV? Amplitude marginal anomaly likely from intraday data. Need include? But user says "因子基名与时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应不重合" — "振幅边际异常相对波动因子" not overlap? It might be related to "维度匹配" but not exactly. Need maybe include.

Ref [2]: "重拾自信2.0" RCP factor. This is a factor performance monthly report. Factor name "重拾自信2.0" RCP因子. Is it new? It's a factor. Need "非周报" yes monthly. But can it be reproduced with 5min OHLCV? RCP factor? "重拾自信" maybe "RCP" stands for? Need know. It might use daily data? Not sure. Need maybe include? But user asks "新发因子回报" (newly released factor returns) not necessarily "new factor" but "新发因子" maybe "newly published factor". RCP factor is existing? It has monthly report. Need "因子基名" maybe "RCP因子". Does it overlap with categories? Not likely. But "仅用5min OHLCV可复现" — RCP factor likely uses daily? Need know from name "重拾自信2.0" RCP factor. Could be "Retail Confidence Proxy"? Hmm. Need not include if uncertain.

Ref [3]: "金股增强组合" not a factor, it's portfolio. Not relevant.

Ref [4]: "DMI2因子" mentioned in risk text: "尽管𝐷𝑀𝐼2因子在多重检验中表现出一定独立性，但其本质仍来源于收益与换手率信息的融合" This is a factor. "DMI2" maybe "DMI2因子" from quant report. It uses return and turnover, not 5min OHLCV? Turnover not from OHLCV. So not reproducible with 5min OHLCV only. Exclude.

Ref [5]: about securities companies' other equity investments, not factor.

Ref [6]: TPS and SPS factors. "TPS因子" and "SPS因子" from monthly report. Need "仅用5min OHLCV可复现"? TPS/SPS likely "Tick-level? Price-volume?" Need know. TPS and SPS are factors from "量价因子"? Let's think. TPS = "Tick Price Sensitivity"? SPS = "Spread? Price Sensitivity"? They are likely based on daily or intraday? Need not include if uncertain. But user asks "仅用5min OHLCV可复现" — TPS/SPS maybe use "分钟频数据"? Let's investigate from memory? TPS and SPS factors in Chinese quant: "TPS" maybe "Trading Pressure Score"? "SPS" maybe "Supply Pressure Score"? Hmm. There is a report "TPS与SPS选股因子绩效月报" from 2025-05-07. TPS and SPS are likely "Tail Probability Score" and "Skewed Price Score"? Need not.

Ref [7]: table about broker expansion, not factor.

Ref [8]: table of broker ROE, not factor.

Ref [9]: portfolio returns, not factor.

Ref [10]: "55个分钟频因子表现。在全市场中、月度换仓条件下，近期表现较好的分钟频因子是real_skewlarge，其近一月、近一年、历史以来的RankIC均值分别-4.00%、-2.95%、-4.60%，历史胜率为75.61%。45个风格因子表现。" This is a monthly report. Factor name "real_skewlarge" (real skew large) is a minute-frequency factor. It likely uses 5-min OHLCV? "real_skewlarge" maybe from "realized skewness large" based on high-frequency returns. It is reproducible with 5-min OHLCV. Need include. Also "45个风格因子" not specific. Need maybe mention "real_skewlarge" as one. Also "Level-2因子" in related reports? "新入库Level-2因子: Alpha因子跟踪月报" but Level-2 data not OHLCV. Exclude.

Ref [11]: factor tracking weekly report. User says non-weekly, so exclude. But it mentions many factors: small cap, bp, 1-month non-liquidity shock, Beta, expected net profit compound growth, executive average salary, 1-month daily turnover, 1-month turnover volatility, Fama-French three-factor 1-month residual volatility, 1-month idiosyncratic volatility, 1-month excess return volatility, 1-year momentum, earnings forecast precision, top five shareholders, quarterly asset turnover, quarterly net profit YoY, 1-month reversal, bp three-year percentile, standardized unexpected earnings, etc. But this is weekly report, not allowed. Also many not 5-min OHLCV.

Ref [12]: no factor names, just sources.

Ref [13]: "动态多因子投票策略" with 11 factors, "久期轮动策略". No specific factor names. Not relevant.

Ref [14]: "HER因子" (HeavyExcessReversal) and "HVZ指标" (Historical Volatility Z-score). HER uses quarterly holdings, not 5-min OHLCV. HVZ uses fund net value and benchmark index, not 5-min OHLCV. Exclude.

Need maybe find more factors from provided text? The user asks "列举近一年券商金工新发因子回报（非周报）" — "新发因子回报" maybe "newly released factor returns" from reports. We need list up to 10. We have only a few explicit factor names. Need maybe use knowledge to add other factors from broker reports in past year that are reproducible with 5-min OHLCV and not overlapping with categories. Need be careful.

Let's understand the categories: "时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应" These sound like factor families from some "高频因子" library. "时间段切割" (time period segmentation), "CorrPV" (correlation price-volume), "订单聚集" (order clustering), "峰岭谷" (peaks/ridges/valleys), "维度匹配" (dimension matching), "群体效应" (herding/group effect). They are likely "量价因子" categories. Need avoid factor base names that overlap with these. We need list factors from "券商金工新发因子" that are "仅用5min OHLCV可复现" (only 5-min OHLCV). So likely high-frequency factors.

Need maybe identify from provided text "振幅边际异常相对波动因子" is from a deep report about "时间段切割因子" and "维度匹配因子" — but user says factor base name not overlap with "时间段切割/维度匹配". "振幅边际异常相对波动因子" might be a specific factor in that report, not the category. It is based on "振幅边际异常" and "收益率" maybe uses 5-min OHLCV. Could include.

Need maybe "real_skewlarge" from ref [10] is a minute-frequency factor. It likely uses 5-min OHLCV? "real_skewlarge" maybe "realized skewness large" from intraday returns. Need include.

Need maybe "TPS" and "SPS" from ref [6] are factors from monthly report. Are they reproducible with 5-min OHLCV? Let's investigate from memory. TPS and SPS in Chinese quant: "TPS" could be "Tick-level Price Sensitivity" or "Trading Pressure Score". "SPS" could be "Supply Pressure Score". There is a paper "基于高频数据的TPS与SPS选股因子" maybe. They use "分钟频数据" to construct "知情交易概率" etc. Let's search memory (offline). I recall a report by 东方证券? "TPS与SPS选股因子绩效月报" from 2025-05-07. TPS and SPS are "Tail Probability Score" and "Skewed Price Score"? Hmm.

Let's think of factor names in Chinese quant: "TPS" = "Trading Pressure Score" (交易压力得分), "SPS" = "Supply Pressure Score" (供给压力得分)? There is a factor "TPS" from "分钟频量价数据" measuring "tick-level price sensitivity"? Actually "TPS" might stand for "Tick-level Price Sensitivity" (逐笔价格敏感度) and "SPS" for "Sweep? Price Sensitivity"? Need not.

Maybe "TPS" and "SPS" are based on "高频数据" and can be reproduced with 5-min OHLCV? If they use "tick" or "order book", not OHLCV. But "5min OHLCV" is a subset of high-frequency. Need know.

Let's search memory from internal knowledge: There is a report "TPS与SPS选股因子绩效月报" by 东吴证券? It describes "TPS因子" and "SPS因子" as "基于高频数据构建的选股因子". TPS = "Tail Probability Score" (尾部概率得分), SPS = "Skewed Price Score" (偏度价格得分)? Hmm.

Actually "TPS" and "SPS" might be "Tick-level Price Sensitivity" and "Stock-level Price Sensitivity"? Let's not rely.

Need maybe include "振幅边际异常相对波动因子" and "real_skewlarge" only? But user asks "至10个" (up to 10). Need provide more. We can use knowledge to list other known factors from broker reports in past year that are 5-min OHLCV reproducible and not overlapping. Need ensure "近一年" from current date 2026-08. We can mention "以下是我从资料中能直接定位到的，以及我知识库中符合条件的高频因子" to be transparent.

Need maybe include "分钟频因子 real_skewlarge" from ref [10]. Also "振幅边际异常相对波动因子" from ref [1]. Need maybe "DMI2" from ref [4] but not 5-min OHLCV because turnover. Exclude.

Need maybe "RCP因子" from ref [2]? It is a factor monthly report, but "重拾自信2.0" RCP factor. Is it reproducible with 5-min OHLCV? "RCP" maybe "Retail Client Proxy" based on "订单" not OHLCV? Need not.

Need maybe "HER因子" from ref [14] not OHLCV.

Need maybe "HVZ" not.

Need maybe "Level-2因子" from ref [10] related reports, but Level-2 not OHLCV.

Need maybe "11个因子的动态多因子投票策略" from ref [13] no names.

Need maybe "风格因子" from ref [10] not specific.

Need maybe "Fama-French三因子1月残差波动率" etc from ref [11] but weekly and not 5-min.

Need maybe "1个月非流动性冲击" from ref [11] uses daily volume/return, not 5-min OHLCV.

Need maybe "振幅边际异常相对波动因子" from ref [1] is from a deep report. Need know if it is "new" in past year? Yes 2026-06-03. Need "非周报" yes deep report.

Need maybe "real_skewlarge" from ref [10] is from monthly report, yes.

Need maybe "TPS" and "SPS" from ref [6] are from monthly report, yes. Need decide include. Let's investigate more.

Let's reason about TPS/SPS. The report title "TPS与SPS选股因子绩效月报20250430" from 2025-05-07. It gives performance from 2006 to 2025. These factors likely have been around for a while. "新发因子" maybe "newly published factor returns" not necessarily new. But "近一年" from current date 2026-08, 2025-05 is outside. So exclude due to date.

Need maybe "RCP因子" from ref [2] 2025-06-04 also outside if current 2026-08. But if current date is 2026-06? Wait ref [1] 2026-06-03, ref [2] 2025-06-04 exactly one year before? If current date is 2026-06-04, then 2025-06-04 is exactly one year. But user says "近一年" maybe from 2025-06 to 2026-06. Need know current date. The system current date is 2026-08-18? Actually provided refs include 2026-08-18, so current date likely 2026-08-18. Then 2025-06-04 is >1 year (14 months). But "近一年" could mean "last calendar year"? Hmm.

Need maybe "近一年" in user's context likely "过去一年" from current date. We'll use 2025-08 to 2026-08. So refs [2] and [6] are outside. But user asks "近一年券商金工新发因子回报（非周报）" maybe they want from "近一年" reports. We should include only within last year. But if we include older, might be wrong. Need maybe mention "按当前时间（2026年8月）回溯近一年".

Need maybe "给view链接" — we can provide "查看链接" as "报告标题+发布时间+参考资料编号" because no URLs. Need maybe say "文本中没有直接给出URL，你可以用以下标题在发现报告/Wind/东财搜索". But user specifically says "给view链接" maybe "view" is a platform? "发现报告" is a report platform. Maybe "view链接" means "view" links? Could be "给view链接" = "give view links" i.e., links to view. We can say "由于我拿到的文本没有附带URL，我给出报告定位信息（标题+日期+参考编号），在发现报告里搜标题即可打开". That is acceptable.

Need maybe "因子基名" — "基名" maybe "base name" (factor base name). Need list "因子基名" not full formula. We'll provide names.

Need maybe "与时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应不重合" — Need ensure our listed factors are not in those categories. We can state "这些因子不属于你列出的六类".

Need maybe "仅用5min OHLCV可复现" — Need state "这些因子可由5分钟OHLCV计算，不需要逐笔/盘口/Level-2/日频换手率等额外数据". But is that true for all? Need be careful. For "振幅边际异常相对波动因子" maybe uses "振幅" from OHLCV? "振幅边际异常" likely from 5-min high/low? Need yes. For "real_skewlarge" likely from 5-min returns? Need yes. For "TPS/SPS" maybe maybe not. Need maybe not include if uncertain.

Need maybe "real_skewlarge" is a minute-frequency factor from ref [10]. It likely uses "分钟频" data, but "5min OHLCV" specifically? "real_skewlarge" could be "realized skewness of large returns" from 5-min returns. Need yes.

Need maybe "振幅边际异常相对波动因子" from ref [1] is from a report about "时间段切割因子" and "维度匹配因子" — but user says not overlap with "时间段切割/维度匹配". The factor itself is "振幅边际异常相对波动因子", not "时间段切割因子" or "维度匹配因子". It is an application of the framework. Need include.

Need maybe "DMI2因子" from ref [4] uses "收益与换手率信息" — turnover not from OHLCV. Exclude.

Need maybe "RCP因子" from ref [2] — "重拾自信2.0" RCP factor. Could be based on "龙虎榜? 股东? 订单?" Not sure. Exclude.

Need maybe "HER因子" from ref [14] uses holdings, exclude.

Need maybe "HVZ" uses net value, exclude.

Need maybe "Level-2因子" from ref [10] related reports "新入库Level-2因子" — Level-2 data not OHLCV, exclude.

Need maybe "风格因子" from ref [10] not specific.

Need maybe "45个风格因子" could include "real_skewlarge"? No, real_skewlarge is minute-frequency factor.

Need maybe "55个分钟频因子" in ref [10] — the report likely lists many minute-frequency factors. We only know one: real_skewlarge. Could mention "同报告中还有54个分钟频因子，但文本只点名了real_skewlarge". But user asks "列举" up to 10. We can list only known.

Need maybe use knowledge to add other known 5-min OHLCV factors from broker reports in past year. Let's brainstorm.

Known high-frequency factors from Chinese broker research:

• "已实现偏度" (realized skewness)
• "已实现峰度" (realized kurtosis)
• "已实现波动率" (realized volatility)
• "已实现半方差" (realized semivariance)
• "上下行波动率之比" (downside/upside volatility)
• "跳跃因子" (jump variation)
• "隔夜/日内收益因子" (overnight/intraday return)
• "开盘/收盘动量因子" (open/close momentum)
• "振幅因子" (amplitude)
• "分钟收益率自相关" (autocorrelation)
• "量价相关性" (CorrPV) — but user excludes CorrPV.
• "订单聚集" — exclude.
• "峰岭谷" — exclude.
• "群体效应" — exclude.
• "时间段切割" — exclude.
• "维度匹配" — exclude.

Need "新发因子" from past year. Could be from reports like "高频因子库" by 广发, 东方, 天风, 中信建投. Need names.

Maybe "real_skewlarge" is from "Alpha因子跟踪月报" by 中信建投? It is a minute-frequency factor. There may be other factors in same report: "real_skewsmall", "real_kurt", "real_vol", "jump", "amih", etc. But not in provided text.

Need maybe "振幅边际异常相对波动因子" from ref [1] is a "新发因子" from 2026-06-03. Need maybe "振幅边际异常" is a factor family? The report title? It might be "高频因子：振幅边际异常相对波动因子" maybe.

Need maybe "DMI2因子" from ref [4] is from 2026-05-08. It uses "收益与换手率信息" — not 5-min OHLCV because turnover. But maybe "换手率" can be approximated by volume? OHLCV includes volume? Wait "5min OHLCV" includes volume? OHLCV = Open, High, Low, Close, Volume. Yes "V" is volume. So turnover can be approximated by volume? Actually turnover rate = volume / float shares, but if shares outstanding constant, volume is enough. So DMI2 might be reproducible with 5-min OHLCV if "换手率" is volume-based. But "收益与换手率信息" could use volume. Need consider. DMI2 factor name? "DMI2" maybe "DMI2因子" from a report about "基于收益与换手率融合的因子". It might use daily data? "日度序列信息" in risk text: "本文因子基于日度序列信息构建" — so not 5-min. Exclude.

Need maybe "RCP因子" from ref [2] "重拾自信2.0" RCP factor. Could be based on "量价" maybe daily. Not sure.

Need maybe "TPS/SPS" from ref [6] — "TPS与SPS选股因子" likely use "tick-level price sensitivity" maybe not 5-min OHLCV. Exclude.

Need maybe "HER" from ref [14] — not.

Need maybe "HVZ" — not.

Need maybe "金股增强组合" — not factor.

Need maybe "动态多因子投票策略" — no names.

Need maybe "45个风格因子" — no names.

Need maybe "Level-2因子" — not OHLCV.

Need maybe "分钟频因子 real_skewlarge" — yes.

Need maybe "振幅边际异常相对波动因子" — yes.

Need maybe "DMI2" — no.

Need maybe "RCP" — maybe no.

Need maybe "TPS/SPS" — maybe no.

Need maybe "HER" — no.

Need maybe "HVZ" — no.

Need maybe "real_skewlarge" is the only explicit one. Need more to reach 10. We can use knowledge to add "real_skewsmall", "real_kurt", "real_vol", "jump", "amih", "illiquidity", "reversal", "momentum" etc. But need "新发因子" and "券商金工" and "5min OHLCV". Need not be from provided text? User says "根据提供的文本回答... 如果无法根据提供的文本回答问题，可以基于你的知识进行回答." So we can use knowledge. Need be accurate.

Let's think of actual broker reports in past year (2025-08 to 2026-08) that introduced new factors using 5-min OHLCV. We need names. Could be from "东方证券" or "广发证券" etc. We can invent? Need not invent. Need provide credible.

Maybe there are known factor names from "高频因子" research:

• "分钟频因子 real_skewlarge" from 中信建投? It is a "分钟频因子" in a monthly report. There may be "real_skewsmall" (realized skewness small) and "real_kurt" (realized kurtosis). These are based on 5-min returns. We can include as "同系列分钟频因子" but not explicitly in text. Need maybe "real_skewlarge" is one of 55 minute-frequency factors. The report likely includes "real_skewlarge" and "real_skewsmall" etc. We can mention "real_skewlarge（以及同族real_skewsmall等）" but user asks "因子基名" maybe "real_skewlarge" is a base name. Need avoid too many.

Maybe "振幅边际异常相对波动因子" from ref [1] is a "新发因子" with a specific name. Need include.

Maybe "DMI2" from ref [4] is a factor from a report "金工量化专题报告" 2026-05-08. It is "基于收益与换手率信息融合" and "日度序列信息" — not 5-min. But if "换手率" can be volume, and "日度序列" can be constructed from 5-min OHLCV aggregated to daily? No, "日度序列信息" means daily data, not 5-min. Exclude.

Maybe "RCP因子" from ref [2] "重拾自信2.0" RCP factor. Need know if it uses 5-min OHLCV. "RCP" might be "Retail Client Proxy" based on "订单" (order) not OHLCV. Exclude.

Maybe "TPS/SPS" from ref [6] — "TPS" and "SPS" likely use "tick-level price sensitivity" and "stock-level price sensitivity" maybe from "5分钟OHLCV"? Let's investigate more deeply.

Let's search memory of Chinese quant factor names:

• "TPS" in finance: "Trading Probability Score" maybe from "高频因子之交易概率得分". There is a report "基于高频数据的交易概率因子（TPS）" by 东方证券? Actually "TPS" could be "Tick-level Price Sensitivity" (逐笔价格敏感度). It uses "tick data" (逐笔成交) not OHLCV. "SPS" could be "Sweep Price Sensitivity" (扫单价格敏感度). Hmm.

• "SPS" might be "Smart Price Sensitivity" or "Supply Pressure Score". Not sure.

Given uncertainty, better not include.

Need maybe "HVZ" from ref [14] is a "指标" not factor, and uses net value, exclude.

Need maybe "金股增强组合" not factor.

Need maybe "Level-2因子" from ref [10] related reports "新入库Level-2因子: Alpha因子跟踪月报（2026年5月）" — Level-2 data includes order book, not OHLCV. Exclude.

Need maybe "55个分钟频因子" from ref [10] — we can say "该报告中还有54个分钟频因子，但文本只点名了real_skewlarge；如果你需要完整清单，建议直接查原文表1". But user asks "列举" up to 10. We can list "real_skewlarge" and maybe "real_skewsmall" etc. Need not.

Maybe we can use "real_skewlarge" as one, and "振幅边际异常相对波动因子" as two. Need more.

Let's think of "券商金工新发因子" in past year from known reports. Maybe "广发证券" has "动态多因子投票策略" with 11 factors for "久期轮动" — not stock factors. Not relevant.

Maybe "天风证券" has "因子跟踪周报" but user says non-weekly. There is "海外文献推荐" not.

Maybe "东方证券" has "重拾自信2.0 RCP因子" and "TPS/SPS因子" — these are monthly reports. But dates outside? RCP 2025-06-04, TPS/SPS 2025-05-07. If current date 2026-08, outside. But user says "近一年" maybe from 2025-06 to 2026-06? Hmm.

Maybe "近一年" in user's mind could be "最近一年" from 2025-06 to 2026-06 because ref [2] is 2025-06-04 and ref [1] is 2026-06-03. They might be asking from a set of reports spanning one year. Need include RCP and TPS/SPS? Let's examine.

The provided text includes refs with dates:
[1] 2026-06-03
[2] 2025-06-04
[3] 2023-04-22
[4] 2026-05-08
[5] 2025-02-19
[6] 2025-05-07
[7] 2026-08-18
[8] 2026-08-18
[9] 2023-04-22
[10] 2026-07-05
[11] 2025-04-19
[12] 2026-01-03
[13] 2026-04-02
[14] 2026-03-10

Maybe "近一年" from 2025-06-04 to 2026-06-03? That would include [1], [2] exactly endpoints, [4], [10]? [10] 2026-07-05 outside. [7][8] 2026-08 outside. Hmm.

But user asks "近一年券商金工新发因子回报（非周报）" — maybe they want from "发现报告" database, "近一年" means reports published in last year from current date. We need not overthink.

Need maybe "给view链接" — "view" might be "View" as in "发现报告" has "view" links? Maybe "view链接" means "查看链接" in the platform. We can provide "参考链接" as "参考资料[x]" but no URL. Need maybe say "我无法生成外部URL，但可以给出报告标题和日期，在发现报告/Wind搜索即可".

Need maybe "因子基名" — "基名" maybe "base name" as in "因子基名" from a database? Could be "factor base name" like "real_skewlarge" is a base name. Need list.

Need maybe "时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应" are "因子基名" categories? Actually "时间段切割" etc are "因子基名" maybe from a "高频因子库" with categories. Need avoid.

Need maybe "仅用5min OHLCV可复现" — "5min OHLCV" includes volume. Many factors can be computed from OHLCV. Need maybe "振幅边际异常相对波动因子" uses "振幅" = (high-low)/close, "收益率" = close-to-close, so yes.

Need maybe "real_skewlarge" uses "realized skewness" from 5-min returns, yes.

Need maybe "DMI2" uses "收益与换手率" — if "换手率" is volume / float, but float not in OHLCV. However "volume" is in OHLCV, so if "换手率" can be replaced by volume, maybe. But "DMI2" is based on "日度序列信息" not 5-min. Exclude.

Need maybe "RCP" factor "重拾自信2.0" — "RCP" might be "Retail Client Proxy" based on "订单聚集" maybe? Actually "重拾自信" sounds like "Retail Confidence Proxy" (RCP). It might use "龙虎榜" or "股吧" sentiment? Not OHLCV. Exclude.

Need maybe "TPS/SPS" — "TPS" might use "tick price sensitivity" not OHLCV. Exclude.

Need maybe "HER" — uses holdings, exclude.

Need maybe "HVZ" — uses net value, exclude.

Need maybe "Level-2因子" — exclude.

Need maybe "风格因子" — not specific.

Need maybe "45个风格因子" could include "real_skewlarge"? No.

Need maybe "55个分钟频因子" — we can list "real_skewlarge" and perhaps "real_skewsmall" if known. But to be safe, we can say "文本中明确点名的只有real_skewlarge；其余54个因子未在文本中列出，无法逐一给名." But user asks "至10个" — maybe we can supplement with knowledge.

Let's consider using "knowledge" to list factors from "5min OHLCV" that are "new" in past year. Need maybe not necessarily from provided text. We can say "以下是我能确认的2个，以及基于知识补充的8个常见可复现因子" but user asked "券商金工新发因子" not "常见". Need not.

Maybe we can search memory of "券商金工新发因子" in 2025-2026. There are reports:

• "高频因子：基于分钟线构建的知情交易概率因子" (informed trading probability)
• "基于高频数据的已实现偏度因子"
• "基于高频数据的跳跃风险因子"
• "基于高频数据的量价相关性因子" (CorrPV excluded)
• "基于高频数据的订单失衡因子" (order imbalance, not OHLCV? order imbalance needs bid/ask)
• "基于高频数据的波动率不对称因子"
• "基于高频数据的振幅因子"
• "基于高频数据的尾市效应因子"
• "基于高频数据的开盘效应因子"
• "基于高频数据的分钟收益自相关因子"

Need "新发" maybe "newly published" not "newly invented". We can list "real_skewlarge" and "振幅边际异常相对波动因子" only, and say "由于文本限制，无法凑满10个；若你允许我基于知识补充，我可以列出以下候选，但需要你验证是否属于近一年新发." That might be best.

But the instruction says "如果无法根据提供的文本回答问题，可以基于你的知识进行回答." So we can use knowledge. Need be confident.

Let's think of "real_skewlarge" factor. It is from "Alpha因子跟踪月报（2026年5月）" by 中信建投? The report "55个分钟频因子表现" likely from "金融工程：大类资产及权益风格月报（2026年6月）" or "Alpha因子跟踪月报". It says "近期表现较好的分钟频因子是real_skewlarge". This factor name is "real_skewlarge" (realized skewness large). It is likely one of a family: "real_skewlarge", "real_skewsmall", "real_kurtlarge", "real_kurtsmall", "real_vol", "real_volratio", "jump", etc. We can include "real_skewlarge" only.

Need maybe "振幅边际异常相对波动因子" from ref [1] is a "新发因子" in a deep report. It is based on "振幅边际异常" and "收益率". Need maybe "振幅边际异常" is a "离散向量" and "收益率" is "连续向量" — this is a "维度匹配" framework. But user says not overlap with "维度匹配" — the factor itself is not "维度匹配因子" but uses the framework. We can include.

Need maybe "DMI2" from ref [4] — "DMI2因子" is from a "金工量化专题报告" 2026-05-08. It is "基于收益与换手率信息的融合". It might be reproducible with 5-min OHLCV? Let's examine risk text: "本文因子基于日度序列信息构建" — so no. But "日度序列" can be derived from 5-min OHLCV? No, "日度序列" means daily observations, not intraday. Exclude.

Need maybe "RCP因子" from ref [2] — "重拾自信2.0" RCP因子. It has monthly report. Need know if it is "新发" in past year? The report is "重拾自信2.0" RCP因子绩效月报20250530, published 2025-06-04. It is a monthly report, not weekly. It might be a factor based on "RCP" (Retail Confidence Proxy) using "level-2 order data"? Let's search memory: "重拾自信" is a pun? "RCP" maybe "Retail Client Purchase" factor? There is a factor "RCP" from "东方证券" called "重拾自信" (RCP) — "RCP" stands for "Retail Confidence Proxy" maybe. It uses "龙虎榜" data? Not sure. Exclude.

Need maybe "TPS/SPS" from ref [6] — "TPS与SPS选股因子绩效月报" 2025-05-07. These are "选股因子" from "高频数据" maybe. Need know if they use 5-min OHLCV. Let's try to infer from names. "TPS" and "SPS" in Chinese quant: There is a concept "Tick-level Price Sensitivity" (TPS) and "Sweep Price Sensitivity" (SPS) from "逐笔数据" (tick data). "SPS" might be "Smart Price Sensitivity" from "订单流". They likely require "tick data" not 5-min OHLCV. Exclude.

Need maybe "HER" from ref [14] — "HeavyExcessReversal" uses quarterly holdings, exclude.

Need maybe "HVZ" — "Historical Volatility Z-score" uses net value, exclude.

Need maybe "Level-2因子" — exclude.

Need maybe "风格因子" — not specific.

Need maybe "金股增强组合" — not factor.

Need maybe "动态多因子投票策略" — no names.

Need maybe "11个因子" — no names.

Need maybe "45个风格因子" — no names.

Need maybe "55个分钟频因子" — only one named.

Thus from provided text, only two factors meet criteria? Let's verify "振幅边际异常相对波动因子" is "新发因子" and "非周报" yes. "real_skewlarge" is "分钟频因子" and "非周报" yes. Need maybe "DMI2" is "金工量化专题报告" and "非周报" but not 5-min. "RCP" is "金工定期报告" and "非周报" but not sure. "TPS/SPS" is "金工定期报告" and "非周报" but not sure.

Need maybe "RCP" and "TPS/SPS" are "因子绩效月报" — they report existing factors, not "新发因子". User asks "新发因子回报" maybe "newly released factor returns" — could include monthly performance reports of factors. But "新发" might mean "newly published" not "newly created". Hmm.

Need maybe "近一年" from current date 2026-08: RCP 2025-06-04 is 14 months ago, TPS/SPS 2025-05-07 is 15 months ago. Exclude.

Need maybe "DMI2" 2026-05-08 within year, but not 5-min. Exclude.

Need maybe "振幅边际异常相对波动因子" 2026-06-03 within year. "real_skewlarge" 2026-07-05 within year. Good.

Need maybe "Level-2因子" from related report "新入库Level-2因子: Alpha因子跟踪月报（2026年5月）" 2026-06-02 within year, but Level-2 not OHLCV. Exclude.

Need maybe "大类资产及权益风格月报" not factor.

Need maybe "Alpha因子跟踪月报" from ref [10] mentions "55个分钟频因子" and "45个风格因子". The report itself is "金融工程：大类资产及权益风格月报（2026年6月）" or "Alpha因子跟踪月报（2026年5月）"? The text says "金融工程：大类资产及权益风格月报（2026年6月）:权益资产进入估值偏高区间2026-07-01新入库Level-2因子:Alpha因子跟踪月报（2026年5月）2026-06-02金融工程：大类资产及权益风格月报（2026年5月）:权益资产风格分化，资产配置组合表现稳健2026-05-31" These are related reports. The actual reference [10] is "55个分钟频因子表现..." likely from "Alpha因子跟踪月报（2026年5月）" published 2026-06-02? Wait ref [10] date 2026-07-05. It says "55个分钟频因子表现。在全市场中、月度换仓条件下，近期表现较好的分钟频因子是real_skewlarge..." This might be from "Alpha因子跟踪月报（2026年6月）" published 2026-07-05. The related reports list previous months. So real_skewlarge is from a monthly report.

Need maybe "real_skewlarge" is a "分钟频因子" and "仅用5min OHLCV可复现" — likely yes.

Need maybe "振幅边际异常相对波动因子" from ref [1] is from a "深度报告" about "时间段切割因子" and "维度匹配因子". It might use "5min OHLCV" because "振幅" from high/low. Need yes.

Need maybe "DMI2" from ref [4] is from "金工量化专题报告" 2026-05-08. It is "基于收益与换手率信息的融合" — if "换手率" can be volume, and "日度序列" can be from daily OHLCV, not 5-min. Exclude.

Need maybe "RCP" from ref [2] — "重拾自信2.0" RCP因子. Could be based on "RCP" = "Retail Client Proxy" using "订单" (order) not OHLCV. Exclude.

Need maybe "TPS/SPS" from ref [6] — "TPS" and "SPS" likely use "tick-level price sensitivity" not OHLCV. Exclude.

Need maybe "HER" from ref [14] — "HER因子" uses "季报重仓股" not OHLCV. Exclude.

Need maybe "HVZ" — not.

Need maybe "金股增强组合" — not.

Need maybe "动态多因子投票策略" — no.

Need maybe "45个风格因子" — no.

Need maybe "Level-2因子" — no.

Thus only two. But user asks "至10个" — maybe we can say "严格按你给的文本，我只能确认2个；为了帮你凑到更多，我基于知识补充几个符合'5min OHLCV可复现'的候选，但需要你核对是否属于近一年新发." That is honest.

Need maybe "给view链接" — we can provide "查看方式" for each: "发现报告搜索《...》" etc.

Need maybe "因子基名" — "real_skewlarge" and "振幅边际异常相对波动因子" are base names. Need maybe "DMI2" is a base name but excluded.

Need maybe "时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应" — Need maybe "振幅边际异常相对波动因子" is from a report that discusses "时间段切割" and "维度匹配" as categories. The factor itself might be categorized under "维度匹配" because it uses "离散向量" and "连续向量" matching. User says "因子基名与...维度匹配...不重合" — "振幅边际异常相对波动因子" is not named "维度匹配", but it is an instance of "维度匹配" framework. Does that count as overlap? The user says "因子基名与...不重合" — "因子基名" not "类别". So okay.

Need maybe "real_skewlarge" is not in those categories. Good.

Need maybe "振幅边际异常相对波动因子" is from "时间段切割因子是维度匹配因子的一个子类..." — The report might be about "时间段切割" and "维度匹配" categories. The factor "振幅边际异常相对波动因子" is an example of "维度匹配" with "振幅边际异常" as discrete vector and "收益率" as continuous vector. It might be considered "维度匹配" category. But the user specifically says "因子基名与时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应不重合" — "振幅边际异常相对波动因子" is not one of those names. So include.

Need maybe "real_skewlarge" is a "分钟频因子" from a report that tracks "Alpha因子" — it might be in a category "分钟频因子" not in the excluded list. Good.

Need maybe "DMI2" from ref [4] — "DMI2" is a base name, not in excluded list. But not 5-min. Exclude.

Need maybe "RCP" — "RCP" base name, not in excluded list. But not sure.

Need maybe "TPS/SPS" — base names, not in excluded list. But not sure.

Need maybe "HER" — base name, not in excluded list. But not 5-min.

Need maybe "HVZ" — not factor.

Need maybe "Level-2因子" — not.

Need maybe "风格因子" — not.

Need maybe "45个风格因子" — no.

Need maybe "55个分钟频因子" — we can mention "real_skewlarge" and "同报告中的其他54个分钟频因子" but not names.

Need maybe "给view链接" — "view链接" could be "view" as in "view" command? No.

Let's craft answer:

• Start: "我按'近一年（2025-08至2026-08）'、'非周报'、'因子基名不在你给的六类里'、'仅用5min OHLCV可复现'来筛。先说结论：你给的文本里能严格确认的只有2个；我再用知识补几个候选，但标注了需要你二次确认。"

• Then table with columns: 因子基名 | 来源/报告 | 发布时间 | 可复现性 | 查看方式.

Rows:

1. real_skewlarge — 参考资料[10]《Alpha因子跟踪月报（2026年6月）》? Actually ref [10] date 2026-07-05. Need title? The text says "55个分钟频因子表现..." maybe from "Alpha因子跟踪月报（2026年6月）" or "金融工程：大类资产及权益风格月报（2026年6月）"? Let's parse ref [10] content: "55个分钟频因子表现。在全市场中、月度换仓条件下，近期表现较好的分钟频因子是real_skewlarge，其近一月、近一年、历史以来的RankIC均值分别-4.00%、-2.95%、-4.60%，历史胜率为75.61%。45个风格因子表现。详见本报告正文。风险提示：... 金融工程：大类资产及权益风格月报（2026年6月）:权益资产进入估值偏高区间2026-07-01新入库Level-2因子:Alpha因子跟踪月报（2026年5月）2026-06-02金融工程：大类资产及权益风格月报（2026年5月）:权益资产风格分化，资产配置组合表现稳健2026-05-31" This seems like a report "Alpha因子跟踪月报（2026年6月）" published 2026-07-05? The related reports list previous reports. The title might be "Alpha因子跟踪月报（2026年6月）" or "金融工程：大类资产及权益风格月报（2026年6月）"? Actually the first line "55个分钟频因子表现..." likely from "Alpha因子跟踪月报（2026年6月）" because it tracks factors. The related reports include "新入库Level-2因子:Alpha因子跟踪月报（2026年5月）" and "大类资产及权益风格月报". So ref [10] is likely "Alpha因子跟踪月报（2026年6月）" published 2026-07-05. Need not exact.

2. 振幅边际异常相对波动因子 — 参考资料[1]《金融工程丨深度报告》 2026-06-03. Need title? The text doesn't give title, but it's a deep report. We can say "参考资料[1]的深度报告".

Then "基于知识补充的候选" maybe:
3. real_skewsmall — same family as real_skewlarge, likely in same report. But not in text. Need maybe "同族因子" not "新发"? Hmm.
4. realized_kurt (已实现峰度) — common high-frequency factor.
5. jump_variation (跳跃变异) — common.
6. downside_volatility_ratio (下行波动占比) — common.
7. overnight_return (隔夜收益) — uses daily open vs previous close, not 5-min? Actually overnight return uses previous close to today open, can be from 5-min OHLCV? Yes daily open from 5-min data.
8. intraday_momentum (日内动量) — uses 5-min returns.
9. amplitude_factor (振幅因子) — uses high/low.
10. volume_volatility_correlation (量波动相关) — uses volume and returns.

But these are not necessarily "券商金工新发因子" in past year. Need maybe not.

Maybe better to say "如果你允许我放宽'近一年新发'这个条件，以下是我知识库中常见的5min OHLCV可复现因子，但我不敢保证都是近一年新发." But user asked "新发" — maybe we can say "这些是候选，需要你核对."

Need maybe "给view链接" — for knowledge-based candidates, no link. We can say "无文本链接，需自行搜索".

Need maybe "因子基名" — "real_skewlarge" and "振幅边际异常相对波动因子" are "基名". For knowledge candidates, use English names.

Need maybe "回报" — user asks "因子回报" maybe "factor returns" not "performance". We can include performance metrics for real_skewlarge from ref [10]: RankIC均值近一月 -4.00%, 近一年 -2.95%, 历史 -4.60%, 胜率75.61%. For 振幅边际异常相对波动因子, no performance in text. We can say "文本未给绩效，需看原文." But user asks "列举...因子回报" maybe "回报" as in "factor returns" not "performance". Hmm.

Need maybe "新发因子回报" could mean "new factor returns" as in "return of new factors" (performance). We can include performance if available.

Need maybe "非周报" — we should mention "我排除了因子跟踪周报（如参考资料[11]）".

Need maybe "与时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应不重合" — we can say "这两个都不属于你列的六类."

Need maybe "仅用5min OHLCV可复现" — for real_skewlarge, "由5分钟收益率计算已实现偏度，取大市值/大波动子样本? Actually 'large' might mean 'large returns'? Need not detail. For 振幅边际异常相对波动因子, "由5分钟振幅和收益率计算."

Need maybe "view链接" — "我拿到的文本没有附带URL，所以给的是报告定位信息；在发现报告/Wind里搜标题即可." Need maybe "view链接" maybe "view" as in "查看" — we can say "查看方式".

Need maybe "至10个" — "严格按文本只能给2个；下面再给几个知识补充候选，凑到10个以内." Need maybe "候选" not "确认".

Let's decide final structure:

1. 说明筛选口径.
2. 表格1: 文本可确认的因子（2个）
3. 表格2: 基于知识补充的候选（最多8个，但需二次确认）
4. 风险提示/说明.

Need maybe "避免重复引用同一来源" — We will cite ref [10] once, ref [1] once. For knowledge candidates, no citation or cite "知识库". Need not repeat.

Need maybe "回答内容人性化一点" — Use conversational tone.

Need maybe "如果无法根据提供的文本回答问题，可以基于你的知识进行回答" — We'll do.

Need maybe "给view链接" — We can't provide actual URLs. Need maybe "view链接" could be "view" as in "view" in "发现报告" platform? Maybe "发现报告" has "view" links like "https://www.fxbaogao.com/view?id=..."? We don't have. We can say "没有URL，抱歉".

Need maybe "因子基名" — "基名" maybe "base name" in a database. We'll use "因子基名" column.

Need maybe "时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应" — Need maybe "CorrPV" is a factor category "量价相关性". We should avoid "量价相关性" factors. Our candidates should not include "CorrPV". Good.

Need maybe "订单聚集" — avoid "order clustering". Good.

Need maybe "峰岭谷" — avoid "peak/ridge/valley". Good.

Need maybe "群体效应" — avoid "herding". Good.

Need maybe "时间段切割" — avoid "time segment". Good.

Need maybe "维度匹配" — avoid "dimension matching". Good.

Need maybe "振幅边际异常相对波动因子" might be from "维度匹配" framework. But name not overlap. Need maybe "它虽然用了维度匹配框架，但基名不是'维度匹配'，所以符合你的不重名条件." Good.

Need maybe "real_skewlarge" is a "分钟频因子" from "Alpha因子跟踪月报" — not in excluded categories. Good.

Need maybe "DMI2" from ref [4] — Should we mention as "排除" because uses日度序列? Maybe in explanation: "我把DMI2排除了，因为文本明确说它基于日度序列信息构建，不是5min OHLCV." This shows diligence. Also "RCP/TPS/SPS/HER" excluded due to date or data. But not necessary.

Need maybe "近一年" — We'll say "按当前时间2026年8月回溯". If user intended different, they can adjust.

Need maybe "非周报" — We'll say "参考资料[11]是周报，已排除."

Need maybe "view链接" — We'll say "由于文本没给URL，我给的是报告定位信息；在发现报告/Wind/东财搜标题即可."

Need maybe "至10个" — We'll provide 2 confirmed + 6 candidates = 8 total. Need maybe "至10个" means "up to 10", so 8 is okay.

Need maybe "候选" names:

• real_skewsmall (已实现偏度小盘? Actually "small" maybe "small returns"?)
• realized_kurt (已实现峰度)
• jump_variation (跳跃变异)
• downside_volatility_ratio (下行波动占比)
• intraday_momentum (日内动量)
• amplitude_factor (振幅因子)

Need ensure these are "5min OHLCV可复现":

• real_skewsmall: realized skewness from 5-min returns.
• realized_kurt: realized kurtosis from 5-min returns.
• jump_variation: jump variation from 5-min returns (e.g., bipower variation).
• downside_volatility_ratio: downside volatility / total volatility from 5-min returns.
• intraday_momentum: close-to-close? Actually "intraday momentum" uses first 30-min return and last 30-min return? Can be from 5-min OHLCV.
• amplitude_factor: average (high-low)/close over 5-min bars.

Need maybe "因子基名" in English? Use "real_skewsmall" etc. Need maybe "中文名" in parentheses.

Need maybe "来源/报告" for candidates: "知识库补充，非本次文本直接给出" and "需自行核对是否近一年新发". Good.

Need maybe "回报" for candidates: "无文本绩效数据". Good.

Need maybe "view链接" for candidates: "无，建议在发现报告搜索因子名". Good.

Need maybe "风险提示" — "候选因子仅作线索，不构成投资建议."

Need maybe "引用角标" — For confirmed factors, add 【1】 【10】 at end of relevant sentences. For knowledge candidates, no citation. Need avoid repeating same source. We'll cite ref [1] once, ref [10] once. Maybe also cite ref [11] when explaining exclusion? Not necessary.

Need maybe "回答末尾添加角标" — We'll add at end of paragraphs.

Let's craft final answer in Chinese.

Potential final:

"先说结论：严格按你给的文本筛，能确认的只有2个；我再补几个知识库候选，供你参考。"

Then table:

| 因子基名 | 报告/来源 | 发布时间 | 为什么符合 | 查看方式 |
| real_skewlarge | Alpha因子跟踪月报（2026年6月） 【10】 | 2026-07-05 | 分钟频因子，5min收益率算已实现偏度即可；不在六类里 | 发现报告搜“Alpha因子跟踪月报 2026年6月” |
| 振幅边际异常相对波动因子 | 金融工程深度报告 【1】 | 2026-06-03 | 用5min振幅和收益率构建；基名不含六类词 | 发现报告搜“振幅边际异常相对波动因子” |

Then "知识库补充候选（需二次确认）":

| 因子基名 | 中文/说明 | 可复现性 | 备注 |
| real_skewsmall | 已实现偏度（小/弱信号侧） | 5min收益率 | 与real_skewlarge同族 |
| realized_kurt | 已实现峰度 | 5min收益率 | 常见高频因子 |
| jump_variation | 跳跃变异 | 5min收益率+已实现波动 | 需用双幂次变差 |
| downside_volatility_ratio | 下行波动占比 | 5min收益率 | 区分好坏波动 |
| intraday_momentum | 日内动量 | 5min OHLCV | 如首尾30min收益差 |
| amplitude_factor | 振幅因子 | 5min high/low | 平均振幅或振幅异常 |

Need maybe "这些候选不保证都是近一年新发，也不保证与你的因子库完全不重名，建议用因子名在发现报告里核对." Good.

Need maybe "排除说明" — "DMI2因子虽然出现在文本里，但明确说基于日度序列信息构建，不符合5min OHLCV；RCP/TPS/SPS/HER等也因数据源或时间范围被我排除." This is useful. Need cite? DMI2 from ref [4], RCP from ref [2], TPS/SPS from ref [6], HER from ref [14]. But if we cite many, okay. Need avoid repeating same source? We can cite each once. But maybe not necessary. However user asked "根据提供的文本回答" — we can mention exclusions with citations. Need not overdo.

Need maybe "近一年" — "按当前时间2026年8月回溯，参考资料[2]和[6]的RCP/TPS/SPS已经超过一年，所以没放进主表." Good.

Need maybe "view链接" — "文本没给URL，抱歉；以上'查看方式'就是定位路径." Good.

Need maybe "人性化" — "我帮你筛了一遍" etc.

Let's ensure no repeated source. We'll cite [10] and [1] once each. In exclusion paragraph, cite [4], [2], [6], [14] maybe. That's okay.

Need maybe "因子基名与时间段切割/CorrPV/订单聚集/峰岭谷/维度匹配/群体效应不重合" — We'll state "主表两个都不在六类里；候选也避开了这些词." Good.

Need maybe "仅用5min OHLCV可复现" — For "振幅边际异常相对波动因子", need maybe "振幅" from high/low, "收益率" from close. Good.

Need maybe "real_skewlarge" — "large" maybe "large cap"? Actually "real_skewlarge" could be "realized skewness of large returns" or "large stock"? Need not explain.

Need maybe "给view链接" — "view链接" maybe "view" as in "view" in "发现报告" platform. We can say "在发现报告里用标题搜索，打开就是view页面." Good.

Let's craft final answer with moderate detail.

Need maybe "至10个" — We provide 2 + 6 = 8. Good.

Let's write final.