diff --git a/server/orchestration.go b/server/orchestration.go
index e7515c4..9f62f7e 100644
--- a/server/orchestration.go
+++ b/server/orchestration.go
@@ -474,6 +474,11 @@ func (s *Server) toolUpdateFindingReport() actool.CoreTool {
 				if err := s.checkCaseReviewScope(ctx, "update_finding_report", findingCaseRequest{FindingID: json.RawMessage(i64s(fid))}); err != nil {
 					return actool.Errorf(err.Error()), nil
 				}
+				if f, err := s.m.pg.GetFinding(fid); err == nil && f != nil && f.TaskID != nil {
+					if err := s.archiveFindingScreenshots(*f.TaskID, a.Report); err != nil {
+						return actool.Errorf("归档报告截图失败: " + err.Error()), nil
+					}
+				}
 			}
 			n, err := s.m.pg.SetFindingReportVersionByNodeID(ctx, nodeID, a.Report, a.EvidenceVersion)
 			if err != nil {
diff --git a/server/workspace.go b/server/workspace.go
index a0d1162..4e2b445 100644
--- a/server/workspace.go
+++ b/server/workspace.go
@@ -2,6 +2,7 @@ package server
 
 import (
 	"bytes"
+	"fmt"
 	"io"
 	"mime/multipart"
 	"net/http"
@@ -309,6 +310,67 @@ func (s *Server) findSessionPreview(rawPath string) (string, bool) {
 	return newest, newest != ""
 }
 
+// archiveFindingScreenshots materializes report-referenced screenshots in the
+// task workspace. Browser runs use per-session working directories, while
+// reports intentionally use the portable findings/screenshots/ path.
+func (s *Server) archiveFindingScreenshots(taskID int64, markdown string) error {
+	if taskID <= 0 {
+		return nil
+	}
+	for _, match := range screenshotMarkdownLink.FindAllStringSubmatch(markdown, -1) {
+		raw := strings.TrimSpace(match[2])
+		rel := filepath.Clean(strings.TrimPrefix(raw, "/"))
+		const prefix = "findings" + string(os.PathSeparator) + "screenshots" + string(os.PathSeparator)
+		if !strings.HasPrefix(rel, prefix) || strings.Contains(rel, ".."+string(os.PathSeparator)) {
+			continue
+		}
+		target := filepath.Join(s.m.dir, "tasks", fmt.Sprint(taskID), rel)
+		if info, err := os.Stat(target); err == nil && !info.IsDir() {
+			continue
+		}
+		source, ok := s.resolveSessionScreenshot(rel)
+		if !ok {
+			continue
+		}
+		if err := os.MkdirAll(filepath.Dir(target), 0o755); err != nil {
+			return err
+		}
+		in, err := os.Open(source)
+		if err != nil {
+			return err
+		}
+		out, err := os.OpenFile(target, os.O_WRONLY|os.O_CREATE|os.O_TRUNC, 0o644)
+		if err == nil {
+			_, err = io.Copy(out, in)
+		}
+		_ = in.Close()
+		_ = out.Close()
+		if err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+func (s *Server) resolveSessionScreenshot(rel string) (string, bool) {
+	matches, err := filepath.Glob(filepath.Join(filepath.Clean(s.m.dir), "sessions", "*", rel))
+	if err != nil || len(matches) == 0 {
+		return "", false
+	}
+	var newest string
+	var newestTime int64
+	for _, candidate := range matches {
+		info, statErr := os.Stat(candidate)
+		if statErr != nil || info.IsDir() {
+			continue
+		}
+		if newest == "" || info.ModTime().UnixNano() > newestTime {
+			newest, newestTime = candidate, info.ModTime().UnixNano()
+		}
+	}
+	return newest, newest != ""
+}
+
 // POST /api/workspace/upload?path=<dir> — multipart form field "file" (one or more).
 func (s *Server) wsUpload(w http.ResponseWriter, r *http.Request) {
 	dirAbs, ok := s.wsResolve(r.URL.Query().Get("path"))
diff --git a/web/src/app/(main)/function/findings/detail/page.tsx b/web/src/app/(main)/function/findings/detail/page.tsx
index c74fc09..a9334e8 100644
--- a/web/src/app/(main)/function/findings/detail/page.tsx
+++ b/web/src/app/(main)/function/findings/detail/page.tsx
@@ -72,6 +72,7 @@ function FindingDetailInner() {
   const [tab, setTab] = React.useState("overview");
   const [reportGenerating, setReportGenerating] = React.useState(false);
   const [autoChatOpen, setAutoChatOpen] = React.useState(false);
+  const [reportChatOpen, setReportChatOpen] = React.useState(false);
   const title = finding?.name || finding?.vulnclass || "未分类";
 
   const load = React.useCallback(() => {
@@ -190,6 +191,12 @@ function FindingDetailInner() {
             <BotIcon data-icon="inline-start" />
             询问 Auto Agent
           </Button>
+          {!finding.inherited ? (
+            <Button variant="outline" size="sm" onClick={() => setReportChatOpen(true)} title="打开当前漏洞报告撰写对话">
+              <FileTextIcon data-icon="inline-start" />
+              调整报告
+            </Button>
+          ) : null}
           {finding.inherited && finding.source_task_id && (
             <Badge variant="outline">来源任务 #{finding.source_task_id} · 只读</Badge>
           )}
@@ -410,6 +417,15 @@ function FindingDetailInner() {
         open={autoChatOpen}
         onOpenChange={setAutoChatOpen}
       />
+      <FindingAutoChat
+        findingId={finding.id}
+        findingTitle={title}
+        agentKey="reporter"
+        agentLabel="报告撰写 Agent"
+        promptPlaceholder="描述要如何调整漏洞报告…"
+        open={reportChatOpen}
+        onOpenChange={setReportChatOpen}
+      />
     </>
   );
 }
diff --git a/web/src/components/finding-auto-chat.tsx b/web/src/components/finding-auto-chat.tsx
index 1c01c81..6d70788 100644
--- a/web/src/components/finding-auto-chat.tsx
+++ b/web/src/components/finding-auto-chat.tsx
@@ -22,11 +22,17 @@ function mergeActivities(oldItems: Activity[], incoming: Activity[]) {
 export function FindingAutoChat({
   findingId,
   findingTitle,
+  agentKey = "auto",
+  agentLabel = "Auto Agent",
+  promptPlaceholder = "询问这个漏洞…",
   open,
   onOpenChange,
 }: {
     findingId: string;
   findingTitle: string;
+  agentKey?: string;
+  agentLabel?: string;
+  promptPlaceholder?: string;
   open: boolean;
   onOpenChange: (open: boolean) => void;
 }) {
@@ -42,7 +48,7 @@ export function FindingAutoChat({
   const [history, setHistory] = React.useState<Conversation[]>([]);
   const cursor = React.useRef(0);
   const safeTitle = findingTitle.replace(/[\[\]\r\n]/g, " ").trim().slice(0, 100);
-  const storageKey = `artex.finding.auto-conversation.${findingId}`;
+  const storageKey = `artex.finding.${agentKey}-conversation.${findingId}`;
 
   const createConversation = React.useCallback(async () => {
     setManualEmpty(false);
@@ -50,7 +56,7 @@ export function FindingAutoChat({
     setRunning(false);
     setLoading(true);
     try {
-      const created = await api.createConversation("auto", `漏洞 #${findingId} · ${safeTitle}`);
+      const created = await api.createConversation(agentKey, `漏洞 #${findingId} · ${safeTitle}`);
       window.localStorage.setItem(storageKey, String(created.id));
       setConversation(created);
     } catch (error) {
@@ -58,7 +64,7 @@ export function FindingAutoChat({
     } finally {
       setLoading(false);
     }
-  }, [findingId, safeTitle, storageKey]);
+  }, [agentKey, findingId, safeTitle, storageKey]);
 
   React.useEffect(() => {
     if (!open || conversation || manualEmpty) return;
@@ -66,7 +72,7 @@ export function FindingAutoChat({
     if (Number.isSafeInteger(storedID) && storedID > 0) {
       setConversation({
         id: storedID,
-        agent_key: "auto",
+        agent_key: agentKey,
         title: `漏洞 #${findingId} · ${safeTitle}`,
         created_at: "",
         updated_at: "",
@@ -85,7 +91,7 @@ export function FindingAutoChat({
         const items = await api.conversations();
         if (!live) return;
         const prefix = `漏洞 #${findingId} ·`;
-        setHistory(items.filter((item) => item.agent_key === "auto" && item.title.startsWith(prefix)));
+        setHistory(items.filter((item) => item.agent_key === agentKey && item.title.startsWith(prefix)));
       } catch {
         if (live && historyOpen) setHistory([]);
       } finally {
@@ -97,7 +103,7 @@ export function FindingAutoChat({
       live = false;
       clearTimeout(timer);
     };
-  }, [findingId, historyOpen, running]);
+  }, [agentKey, findingId, historyOpen, running]);
 
   React.useEffect(() => {
     if (!open || !conversation) return;
@@ -209,7 +215,7 @@ export function FindingAutoChat({
           <BotIcon className="size-4 text-primary" />
           <div className="min-w-0 flex-1">
             <p className="flex items-center gap-2 font-medium">
-              Auto Agent
+              {agentLabel}
               {running && <span className="inline-flex items-center gap-1 rounded bg-blue-500/15 px-1.5 py-0.5 text-blue-600 text-xs"><span className="size-1.5 animate-pulse rounded-full bg-blue-500" />运行中</span>}
             </p>
             <p className="truncate text-muted-foreground text-xs">漏洞 #{findingId} · {safeTitle}</p>
@@ -274,7 +280,7 @@ export function FindingAutoChat({
               inputGroup
               onValueChange={setInput}
               disabled={!conversation || loading || sending || running}
-              placeholder="询问这个漏洞…"
+              placeholder={promptPlaceholder}
               onKeyDown={(event) => {
                 if (event.key === "Enter" && !event.shiftKey && !event.nativeEvent.isComposing) {
                   event.preventDefault();