2026-02-28 05:32:45 +00:00
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# Repository Agent Guide — 金融研究助手
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本專案是一套 AI 金融研究工具，使用 Google Antigravity 的多 Agent 協作架構。
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## 必讀檔案（開始任何工作前）
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1. `mission.md` — 高層目標與成功標準
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2. `.antigravity/rules.md` — AI 行為規則、數據來源規範、反幻覺機制
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3. `CONTEXT.md` — 專案架構與技術細節
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4. `.context/` 目錄下所有 `.md` — 金融知識庫（自動注入 prompt）
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## 架構概覽
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```
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antigravity-finance/
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├── .antigravity/rules.md # AI 行為規則
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├── .context/ # 知識庫（自動注入 prompt）
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│ ├── macro_sector.md # 宏觀經濟與產業輪動
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│ ├── quant_screening.md # 量化篩選
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│ ├── valuation.md # 估值分析
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│ ├── technical_analysis.md # 技術分析
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│ ├── sentiment_altdata.md # 情緒面與另類數據
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│ ├── risk_scoring.md # 風險評分
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│ ├── trade_planning.md # 交易計劃
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│ ├── session_tracking.md # Session 延續性
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│ └── chart_drawing.md # 圖表繪製
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├── .agent/workflows/ # 工作流程（使用者入口）
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│ ├── forecast.md
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│ ├── sector-pick.md
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│ ├── deep-dive.md
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│ ├── trade-plan.md
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│ ├── portfolio-review.md
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│ ├── market-pulse.md
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│ ├── session-start.md
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│ └── replay.md
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├── src/agents/ # 專業 Agent 定義
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├── src/tools/ # 工具函式
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├── skills/ # Skill 定義（含 SKILL.md）
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├── artifacts/ # 分析產出
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│ ├── charts/ # 技術圖表
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│ ├── sessions/ # Session 追蹤檔
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│ └── logs/ # 執行日誌
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├── mission.md # 任務定義
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├── AGENTS.md # 本文件
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├── CONTEXT.md # 專案上下文
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└── README.md # 使用說明
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```
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## Agent 團隊
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| Agent | 角色 | 使用的知識庫 |
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|-------|------|------------|
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| `forecast_analyst` | 前瞻預測分析師 | macro_sector, technical_analysis, sentiment_altdata, valuation, session_tracking |
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| `sector_scout` | 產業偵察兵 | macro_sector, quant_screening |
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| `stock_screener` | 選股篩選師 | quant_screening, macro_sector |
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| `fundamental_analyst` | 基本面分析師 | valuation, macro_sector |
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| `technical_analyst` | 技術面分析師 | technical_analysis, chart_drawing |
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| `sentiment_detective` | 情緒偵探 | sentiment_altdata |
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| `risk_assessor` | 風險評估官 | risk_scoring, technical_analysis, sentiment_altdata |
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| `trade_strategist` | 交易策略師 | trade_planning, session_tracking, risk_scoring |
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| `replay_coach` | 覆盤教練 | technical_analysis, trade_planning, risk_scoring, valuation |
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| `chief_analyst` | 首席分析師（Router） | 全部（整合所有 Agent 結論） |
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## 工作流程
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| Workflow | 說明 | 涉及 Agent |
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|----------|------|-----------|
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| `forecast` | 前瞻預測 | forecast_analyst → sector_scout → technical → fundamental → chief |
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| `sector-pick` | 產業選股 | sector_scout → stock_screener → chief_analyst |
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| `deep-dive` | 個股深度分析 | fundamental → technical → sentiment → risk → chief |
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| `trade-plan` | 交易計劃 | technical → risk → trade_strategist → chief |
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| `portfolio-review` | 持倉回顧 | trade_strategist → chief |
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| `market-pulse` | 市場脈搏 | sector_scout → sentiment_detective → chief |
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| `session-start` | 建立 Session | trade_strategist |
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| `replay` | 交易覆盤 | replay_coach |
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## 多回合討論機制
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每個 Agent 至少 3 回合，最後由 `chief_analyst` 整合：
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1. **初步分析** → 2. **質疑補充** → 3. **最終確認（標註信心度）**
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## 執行命令
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```bash
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# 安裝依賴
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pip install -r requirements.txt
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# 執行分析（透過 Antigravity IDE 的 workflow 觸發）
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# 或直接在 IDE 中輸入 workflow 名稱
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```
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