diff --git a/CHANGELOG.md b/CHANGELOG.md
index a6330ba84..593b2f183 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -67,6 +67,7 @@ Docs: https://docs.openclaw.ai
 - BlueBubbles: fix webhook auth bypass via loopback proxy trust. (#13787) Thanks @coygeek.
 - Slack: change default replyToMode from "off" to "all". (#14364) Thanks @nm-de.
 - Slack: detect control commands when channel messages start with bot mention prefixes (for example, `@Bot /new`). (#14142) Thanks @beefiker.
+- Slack: include thread reply metadata in inbound message footer context (`thread_ts`, `parent_user_id`) while keeping top-level `thread_ts == ts` events unthreaded. (#14625) Thanks @bennewton999.
 - Signal: enforce E.164 validation for the Signal bot account prompt so mistyped numbers are caught early. (#15063) Thanks @Duartemartins.
 - Discord: process DM reactions instead of silently dropping them. (#10418) Thanks @mcaxtr.
 - Discord: treat Administrator as full permissions in channel permission checks. Thanks @thewilloftheshadow.
diff --git a/src/slack/monitor/message-handler/prepare.inbound-contract.test.ts b/src/slack/monitor/message-handler/prepare.inbound-contract.test.ts
index e5080d22e..9f438c1d2 100644
--- a/src/slack/monitor/message-handler/prepare.inbound-contract.test.ts
+++ b/src/slack/monitor/message-handler/prepare.inbound-contract.test.ts
@@ -306,7 +306,7 @@ describe("slack prepareSlackMessage inbound contract", () => {
     expect(prepared).toBeTruthy();
     // Verify thread metadata is in the message footer
     expect(prepared!.ctxPayload.Body).toMatch(
-      /\[slack message id: 1\.002 channel: D123 thread_ts: 1\.000 parent_user: U2\]/,
+      /\[slack message id: 1\.002 channel: D123 thread_ts: 1\.000 parent_user_id: U2\]/,
     );
   });
 
@@ -380,4 +380,76 @@ describe("slack prepareSlackMessage inbound contract", () => {
     expect(prepared!.ctxPayload.Body).toMatch(/\[slack message id: 1\.000 channel: D123\]$/);
     expect(prepared!.ctxPayload.Body).not.toContain("thread_ts");
   });
+
+  it("excludes thread metadata when thread_ts equals ts without parent_user_id", async () => {
+    const slackCtx = createSlackMonitorContext({
+      cfg: {
+        channels: { slack: { enabled: true } },
+      } as OpenClawConfig,
+      accountId: "default",
+      botToken: "token",
+      app: { client: {} } as App,
+      runtime: {} as RuntimeEnv,
+      botUserId: "B1",
+      teamId: "T1",
+      apiAppId: "A1",
+      historyLimit: 0,
+      sessionScope: "per-sender",
+      mainKey: "main",
+      dmEnabled: true,
+      dmPolicy: "open",
+      allowFrom: [],
+      groupDmEnabled: true,
+      groupDmChannels: [],
+      defaultRequireMention: true,
+      groupPolicy: "open",
+      useAccessGroups: false,
+      reactionMode: "off",
+      reactionAllowlist: [],
+      replyToMode: "off",
+      threadHistoryScope: "thread",
+      threadInheritParent: false,
+      slashCommand: {
+        enabled: false,
+        name: "openclaw",
+        sessionPrefix: "slack:slash",
+        ephemeral: true,
+      },
+      textLimit: 4000,
+      ackReactionScope: "group-mentions",
+      mediaMaxBytes: 1024,
+      removeAckAfterReply: false,
+    });
+    // oxlint-disable-next-line typescript/no-explicit-any
+    slackCtx.resolveUserName = async () => ({ name: "Alice" }) as any;
+
+    const account: ResolvedSlackAccount = {
+      accountId: "default",
+      enabled: true,
+      botTokenSource: "config",
+      appTokenSource: "config",
+      config: {},
+    };
+
+    const message: SlackMessageEvent = {
+      channel: "D123",
+      channel_type: "im",
+      user: "U1",
+      text: "top level",
+      ts: "1.000",
+      thread_ts: "1.000",
+    } as SlackMessageEvent;
+
+    const prepared = await prepareSlackMessage({
+      ctx: slackCtx,
+      account,
+      message,
+      opts: { source: "message" },
+    });
+
+    expect(prepared).toBeTruthy();
+    expect(prepared!.ctxPayload.Body).toMatch(/\[slack message id: 1\.000 channel: D123\]$/);
+    expect(prepared!.ctxPayload.Body).not.toContain("thread_ts");
+    expect(prepared!.ctxPayload.Body).not.toContain("parent_user_id");
+  });
 });
diff --git a/src/slack/monitor/message-handler/prepare.ts b/src/slack/monitor/message-handler/prepare.ts
index 52fc509c3..438b9862c 100644
--- a/src/slack/monitor/message-handler/prepare.ts
+++ b/src/slack/monitor/message-handler/prepare.ts
@@ -399,9 +399,10 @@ export async function prepareSlackMessage(params: {
       GroupSubject: isRoomish ? roomLabel : undefined,
       From: slackFrom,
     }) ?? (isDirectMessage ? senderName : roomLabel);
-  const threadInfo = message.thread_ts
-    ? ` thread_ts: ${message.thread_ts}${message.parent_user_id ? ` parent_user: ${message.parent_user_id}` : ""}`
-    : "";
+  const threadInfo =
+    isThreadReply && threadTs
+      ? ` thread_ts: ${threadTs}${message.parent_user_id ? ` parent_user_id: ${message.parent_user_id}` : ""}`
+      : "";
   const textWithId = `${rawBody}\n[slack message id: ${message.ts} channel: ${message.channel}${threadInfo}]`;
   const storePath = resolveStorePath(ctx.cfg.session?.store, {
     agentId: route.agentId,