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Update notes for 2026-05-19 on Hermes Agent #23

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Update notes for 2026-05-19 on Hermes Agent #23

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Expand Up @@ -49,4 +49,28 @@ AI 不確定性（幻覺/注入/推理漂移）× Web3 不可逆性（交易上

跟進 5/19 直播：AI Agent 入門 — Hermes 從 0 到 1，並開始測試網錢包實作
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## 2026-05-19

今日學習：深讀 Handbook Agent 模組（Tool Use / Planning / State / Reflection / Multi-Agent）+ 預習 Hermes Agent 架構

GitHub 筆記：https://github.com/roy328line/ai-web3-school-cohort-0/blob/main/daily/2026-05-19.md

**Agent 核心技術組件**：

**Tool Use**：讓 Agent 從「會回答」變成「能做事」。工具設計六維度：輸入 schema / 權限範圍 / 是否只讀 / 外部副作用 / 記錄方式 / 人工確認觸發條件。一個能「讀網頁」和能「寫入系統」的 Agent 被惡意網頁影響，後果完全不同。Tool Use 的權限分級比工具能力本身更重要。

**Planning**：模型生成的計劃是**候選路線，不是授權**。越靠近高風險動作，計劃越需要被系統規則拆開逐步檢查，而不是一次批准整條計劃鏈。

**State**：生產系統需要可查詢、可恢復、可審計的外置 State。State 應記錄：環境（鏈 ID、區塊高度）、版本、工具調用結果、確認請求、撤銷事件。

**Reflection**：自我檢查可以提高質量，確定性檢查才能承載風險。Reflection 不能替代外部驗證 + 人工確認。

**Multi-Agent**：核心判斷問題：多個 Agent 是否真的減少複雜度？

**Hermes Agent 預習**：Skills 可復用高層指令集 / Long-term Memory 跨 session 記憶 / Tracing 可視化執行鏈 / Guardrails 輸入輸出驗證 / Session Key 限時限額授權

**明日計劃**：整合今晚 Hermes 直播筆記，開始測試網錢包實作（MetaMask 安裝 + Sepolia 測試幣）
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