diff --git a/packages/views/editor/extensions/mention-extension.test.ts b/packages/views/editor/extensions/mention-extension.test.ts
index 13fcadc6a..478d09424 100644
--- a/packages/views/editor/extensions/mention-extension.test.ts
+++ b/packages/views/editor/extensions/mention-extension.test.ts
@@ -45,6 +45,23 @@ describe("mention tokenizer", () => {
     expect(token!.attributes.type).toBe("agent");
   });
 
+  it.each(["A\\", "ends\\", "a\\]b", "f(x)", "back\\slash"])(
+    "round-trips a label containing backslash/parens: %j",
+    (label) => {
+      // The linear tokenizer treats "\" as an escape lead, so renderMarkdown
+      // must escape "\" too — otherwise a trailing "\" swallows the closing "]"
+      // and the mention fails to parse back (regression guard for the
+      // de-ambiguation fix).
+      const md = renderMarkdown({
+        attrs: { id: "aaa-bbb", label, type: "member" },
+      });
+      const token = tokenize(md);
+      expect(token).toBeDefined();
+      expect(token!.attributes.label).toBe(label);
+      expect(token!.attributes.id).toBe("aaa-bbb");
+    },
+  );
+
   it("does not match an ordinary Markdown link before a mention", () => {
     const src =
       "Check [docs](https://example.com) - [@User](mention://agent/aaaaaaaa-aaaa-aaaa-aaaa-aaaaaaaaaaaa)";
diff --git a/packages/views/editor/extensions/mention-extension.ts b/packages/views/editor/extensions/mention-extension.ts
index 2f3b68e07..40f7519ae 100644
--- a/packages/views/editor/extensions/mention-extension.ts
+++ b/packages/views/editor/extensions/mention-extension.ts
@@ -2,6 +2,7 @@ import Mention from "@tiptap/extension-mention";
 import { mergeAttributes } from "@tiptap/core";
 import { ReactNodeViewRenderer } from "@tiptap/react";
 import { MentionView } from "./mention-view";
+import { escapeMarkdownLabel } from "../utils/escape-markdown-label";
 
 const MENTION_LINK_MARKER = "](mention://";
 
@@ -90,8 +91,10 @@ export const BaseMentionExtension = Mention.extend({
         /^\[@?((?:\\.|[^\]\\])+)\]\(mention:\/\/(\w+)\/([^)]+)\)/,
       );
       if (!match) return undefined;
-      // Unescape backslash-escaped brackets that renderMarkdown may produce.
-      const rawLabel = match[1]?.replace(/\\\[/g, "[").replace(/\\\]/g, "]");
+      // Reverse escapeMarkdownLabel: unescape \[ \] \\ \( \) that
+      // renderMarkdown produced. Must mirror the escaped set exactly, or a
+      // label containing "\" fails to round-trip through the linear tokenizer.
+      const rawLabel = match[1]?.replace(/\\([[\]\\()])/g, "$1");
       return {
         type: "mention",
         raw: match[0],
@@ -105,9 +108,11 @@ export const BaseMentionExtension = Mention.extend({
   renderMarkdown: (node: any) => {
     const { id, label, type = "member" } = node.attrs || {};
     const prefix = type === "issue" || type === "project" ? "" : "@";
-    // Escape square brackets in the label so the markdown link syntax
-    // is not broken when the name contains [ or ] (e.g. "David[TF]").
-    const safeLabel = (label ?? id).replace(/\[/g, "\\[").replace(/\]/g, "\\]");
+    // Escape [ ] \ ( ) in the label so the markdown link syntax is not broken
+    // and the label survives the linear tokenizer (which now treats "\" as an
+    // escape lead, not an ordinary char). Must stay in sync with the unescape
+    // in tokenize() above. Shared with file-card/slash via escapeMarkdownLabel.
+    const safeLabel = escapeMarkdownLabel(label ?? id);
     return `[${prefix}${safeLabel}](mention://${type}/${id})`;
   },
 });
diff --git a/packages/views/editor/extensions/slash-command-extension.test.ts b/packages/views/editor/extensions/slash-command-extension.test.ts
index 43e17e6d0..a83c5b5d0 100644
--- a/packages/views/editor/extensions/slash-command-extension.test.ts
+++ b/packages/views/editor/extensions/slash-command-extension.test.ts
@@ -79,6 +79,16 @@ describe("slash command tokenizer", () => {
     expect(tokenize(md)?.attributes.label).toBe("deploy[prod]");
   });
 
+  it.each(["A\\", "ends\\", "a\\]b", "f(x)", "back\\slash"])(
+    "round-trips a label containing backslash/parens: %j",
+    (label) => {
+      // renderMarkdown must escape "\" so a trailing "\" does not swallow the
+      // closing "]" under the linear tokenizer (regression guard).
+      const md = renderMarkdown({ attrs: { id: "skill-1", label } });
+      expect(tokenize(md)?.attributes.label).toBe(label);
+    },
+  );
+
   it("does not match ordinary markdown links", () => {
     expect(tokenize("[docs](https://example.com)")).toBeUndefined();
   });
diff --git a/packages/views/editor/extensions/slash-command-extension.ts b/packages/views/editor/extensions/slash-command-extension.ts
index b742bfb98..b232d1892 100644
--- a/packages/views/editor/extensions/slash-command-extension.ts
+++ b/packages/views/editor/extensions/slash-command-extension.ts
@@ -3,6 +3,7 @@ import { mergeAttributes } from "@tiptap/core";
 import { ReactNodeViewRenderer } from "@tiptap/react";
 import { SlashCommandView } from "./slash-command-view";
 import { formatSlashCommandLabel } from "./slash-command-utils";
+import { escapeMarkdownLabel } from "../utils/escape-markdown-label";
 
 export const SlashCommandExtension = Mention.extend({
   name: "slashCommand",
@@ -45,7 +46,10 @@ export const SlashCommandExtension = Mention.extend({
         /^\[\/((?:\\.|[^\]\\])+)\]\(slash:\/\/skill\/([^)]+)\)/,
       );
       if (!match) return undefined;
-      const rawLabel = match[1]?.replace(/\\\[/g, "[").replace(/\\\]/g, "]");
+      // Reverse escapeMarkdownLabel: unescape \[ \] \\ \( \). Must mirror the
+      // escaped set exactly, or a label containing "\" fails to round-trip
+      // through the linear tokenizer.
+      const rawLabel = match[1]?.replace(/\\([[\]\\()])/g, "$1");
       return {
         type: "slashCommand",
         raw: match[0],
@@ -60,9 +64,9 @@ export const SlashCommandExtension = Mention.extend({
 
   renderMarkdown: (node: any) => {
     const { id, label } = node.attrs || {};
-    const safeLabel = formatSlashCommandLabel(label)
-      .replace(/\[/g, "\\[")
-      .replace(/\]/g, "\\]");
+    // Escape [ ] \ ( ) so the label survives the linear tokenizer; must stay in
+    // sync with the unescape in tokenize() above.
+    const safeLabel = escapeMarkdownLabel(formatSlashCommandLabel(label));
     return `[/${safeLabel}](slash://skill/${id})`;
   },
 });