# 川普密碼 Opus 簡報 — 2026-03-15
準備時間: 2026-03-15T14:28:44Z

## 今日推文: 11 篇
時間: 2026-03-14T00:11:20.531Z ~ 2026-03-14T19:25:39.030Z

[00:11] Trump honors Virginia mom, farmer at White House Women's History Month event: https://wjla.com/news/local/president-donald-trump-honors-virginia-mom-farmer-white-house-womens-history-month-event-first-agriculture-working-mothers-contributions-lady-melania-trump-brooke-farms-llc-mult-generational-far

[00:12] US Olympic bobsledder surprises Trump, awards him prestigious Order of Ikkos medal: https://nypost.com/2026/03/12/us-news/trump-awarded-prestigious-order-of-ikkos-medal-by-us-olympian-bobsledder/

[00:12] Trump Investment Surge: Trillions Pour Into America As Economic Revival Accelerates: https://thenevadaglobe.com/articles/trump-investment-surge-trillions-pour-into-america-as-economic-revival-accelerates/

[00:12] Kevin Hern, from the Wonderful State of Oklahoma (where I won all 77 out of 77 Counties, in 2016, 2020, and 2024!), is a Great Patriot, and FANTASTIC Congressman! A true friend of MAGA, Kevin is now running for the United States Senate, where I know he will continue to do an incredible job. Kevin is

[03:53] The Fake News Media hates to report how well the United States Military has done against Iran, which is totally defeated and wants a deal - But not a deal that I would accept! Thank you for your attention to this matter. President DJT

[12:08] Thank you to Johnny Jones and all of our GREAT TSA Agents who are going to work but not being paid because the Radical Left Democrats refuse to honor the deal that was approved and voted on in Congress. They want your money to go to "Border Criminals, Murderers, foreign Drug Dealers, and some of the

[13:35] Yet again, an intentionally misleading headline by the Fake News Media about the five tanker planes that were supposedly struck down at an Airport in Saudi Arabia, and of no further use. In actuality, the Base was hit a few days ago, but the planes were not "struck" or "destroyed." Four of the five 

[14:04] Many Countries, especially those who are affected by Iran's attempted closure of the Hormuz Strait, will be sending War Ships, in conjunction with the United States of America, to keep the Strait open and safe. We have already destroyed 100% of Iran's Military capability, but it's easy for them to s

[18:58] The United States of America has beaten and completely decimated Iran, both Militarily, Economically, and in every other way, but the Countries of the World that receive Oil through the Hormuz Strait must take care of that passage, and we will help — A LOT! The U.S. will also coordinate with those C

[19:25] McLaughlin: Strong Majority Backs Trump in Stopping Iran's Nuclear Ambitions: https://www.newsmax.com/mclaughlin/cable-nuclear-weapons/2026/03/12/id/1249304/

## 關鍵字偵測到的信號: DEAL, CHINA, IRAN, DEAL_ONLY

## 模型績效排行
  A3_relief_rocket (盤前 RELIEF→當天飆): 72.7% | 報酬 +1.206% | 11 筆
  D3_volume_spike (發文量暴增→恐慌底部): 70.2% | 報酬 +0.306% | 47 筆
  D2_sig_change (簽名切換→正式聲明): 70.0% | 報酬 +0.472% | 80 筆
  B3_action_pre (盤前 ACTION+正面情緒→漲): 66.7% | 報酬 +0.199% | 33 筆
  C1_burst_silence (轟炸→長沉默→做多): 65.3% | 報酬 +0.145% | 176 筆
  B1_triple_signal (三信號齊發→買3天): 64.7% | 報酬 +0.597% | 17 筆
  B2_tariff_to_deal (連3天關稅→出現Deal→轉折): 57.9% | 報酬 +0.721% | 19 筆
  A1_tariff_bearish (盤中關稅→隔天跌): 56.5% | 報酬 -0.758% | 23 筆
  A2_deal_bullish (DEAL 出現→隔天漲): 52.2% | 報酬 +0.029% | 90 筆
  C2_brag_top (炫耀股市→短期到頂): 45.0% | 報酬 +0.105% | 60 筆
  C3_night_alert (深夜關稅推文→開盤跳空): 37.5% | 報酬 -0.414% | 8 筆

## 最近的錯誤預測（請分析原因）
  C1_burst_silence | 2026-03-05 | LONG → 實際 -1.621%
  A2_deal_bullish | 2026-03-10 | LONG → 實際 -0.305%
  C1_burst_silence | 2026-03-11 | LONG → 實際 -1.730%
  A2_deal_bullish | 2026-03-13 | LONG → 實際 -0.619%
  C1_burst_silence | 2026-03-13 | LONG → 實際 -0.619%

## 學習引擎上次動作: 4 升級 / 1 降級 / 1 淘汰

## 規則進化: 新增 49 條規則

## 信號信心度
  ACTION: 0.802
  CHINA: 0.6
  DEAL: 0.55
  DEAL_ONLY: 0.65
  IRAN: 0.55
  RELIEF: 0.9
  TARIFF: 0.7
  TARIFF_ONLY: 0.7
  THREAT: 0.6

## 請 Opus 回答以下問題（JSON 格式寫入 data/opus_analysis.json）

1. 今天的推文，你看到什麼關鍵字引擎漏掉的信號？
2. 最近的錯誤預測，根本原因是什麼？
3. Trump 的溝通模式最近有沒有變化？
4. 你建議新增什麼規則？（具體到特徵組合+方向+持有天數）
5. 哪些模型該淘汰？哪些該加權？
6. 信號信心度要怎麼調？
7. 整體系統健康度？下一步最重要的事是什麼？