TauricResearch/TradingAgents：README 來源編輯指南

TauricResearch/TradingAgents 的 README 將專案描述為「TradingAgents: Multi-Agents LLM Financial Trading Framework」。本文只整理倉庫可直接核對的內容，不把 star、Fork 或宣傳語當成品質證明。README 在「News」下寫到：> 🎉 TradingAgents officially released! We have received numerous inquiries about the work, and we would like to express our thanks for the enthusiasm in our community. > > So we decided to fully open-source the framework.。這說明的是專案邊界，不是已完成的生產驗證。

從 README 的「News」與相關條目，可以先判斷它是否處理你的實際問題：[2026-06] TradingAgents v0.3.0 released with a verified data-access contract, an expanded provider registry (NVIDIA, Kimi, Groq, Mistral, Bedrock, and any OpenAI-compatible endpoint), FRED and Polymarket data vendors, a current-generation。若需求不同，不應只因專案熱度就採用。本文保留原始專案名、命令與元件名，方便回到一手來源核對。 README 另外列出一項可核對的資訊：[2026-07] TradingAgents v0.3.1 released with correctness and stability fixes: Alpha Vantage look-ahead filtering, graph-router crash-safety, graph-shape-aware checkpoint resume, working crypto sentiment sources, a configurable LLM retry。這類原文條目可用來設計試跑步驟，但不能取代實際環境測試。

README 將運作方式分散在「TradingAgents Framework」等段落。可確認的線索包括：> TradingAgents framework is designed for research purposes. Trading performance may vary based on many factors, including the chosen backbone language models, model temperature, trading periods, the quality of data, and other。本文不把未寫出的架構、效能或安全邊界補成結論；真正的執行鏈仍要配合目錄、設定檔與版本標籤檢查。

第一次安裝應從 README 指出的入口開始。目前可核對的命令是： git clone https://github.com/TauricResearch/TradingAgents.git cd TradingAgents 如果倉庫沒有命令，本文不會自行編造步驟，而是建議先閱讀「News」，確認系統依賴、預設埠與首次初始化。

日常使用取決於專案文件。README 的「TradingAgents Framework」段落提到：Our framework decomposes complex trading tasks into specialized roles.。設定檔、環境變數、權限與資料目錄只在來源明確時才會記錄；沒有寫出的預設值，應在測試環境驗證並保留回滾副本。 同一部分也提到：[2026-05] TradingAgents v0.2.5 released with the grounded Sentiment Analyst, GPT-5.5 etc. model coverage, Qwen/GLM/MiniMax dual-region support, TRADINGAGENTS env-var configurability with API-key auto-detection, remote Ollama support,。