feat(hub): add archive quote AI coach review from inner light page

Co-authored-by: Cursor <cursoragent@cursor.com>

manual_trading_hub/static/archive.js

@@ -566,6 +566,9 @@
               '<button type="button" class="archive-del-btn archive-quote-del-btn" data-id="' +
               q.id +
               '">删除</button>' +
+              '<button type="button" class="ghost archive-quote-ai-btn" data-id="' +
+              q.id +
+              '">AI对话</button>' +
               "</div></div>"
             : "") +
           "</div>"
@@ -591,6 +594,12 @@
         void deleteQuote(btn.getAttribute("data-id"));
       });
     });
+    elQuotesList.querySelectorAll(".archive-quote-ai-btn").forEach(function (btn) {
+      btn.addEventListener("click", function (ev) {
+        ev.stopPropagation();
+        startQuoteAiChat(btn.getAttribute("data-id"));
+      });
+    });
   }
 
   async function loadQuotes() {
@@ -645,6 +654,34 @@
     setStatus("语录已保存");
   }
 
+  const ARCHIVE_QUOTE_AI_KEY = "hub_archive_quote_ai";
+
+  function startQuoteAiChat(quoteId) {
+    const q = findQuote(quoteId);
+    const content = q && String(q.content || "").trim();
+    if (!q || !content) {
+      setStatus("语录内容为空，无法发起 AI 对话");
+      return;
+    }
+    try {
+      sessionStorage.setItem(
+        ARCHIVE_QUOTE_AI_KEY,
+        JSON.stringify({
+          quote_date: q.quote_date || "",
+          content: content,
+        })
+      );
+    } catch (_) {
+      setStatus("无法保存跳转数据");
+      return;
+    }
+    if (typeof window.hubNavigateTo === "function") {
+      window.hubNavigateTo("/ai");
+      return;
+    }
+    location.href = "/ai";
+  }
+
   async function deleteQuote(id) {
     if (!id || !window.confirm("确定删除这条复盘语录？")) return;
     const r = await apiFetch("/api/archive/quotes/" + id, { method: "DELETE" });