diff --git a/CHANGELOG.md b/CHANGELOG.md
index 941a6d6e0ec..4cdf71abbd5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,7 @@ Docs: https://docs.openclaw.ai
 
 ### Fixes
 
+- Harden exported markdown link rendering [AI]. (#80902) Thanks @pgondhi987.
 - fix(gateway): honor minimal discovery mode for wide-area DNS-SD [AI]. (#80903) Thanks @pgondhi987.
 - slack: enforce reaction notification policy [AI]. (#80907) Thanks @pgondhi987.
 - Enforce gateway command scopes by caller context [AI]. (#80891) Thanks @pgondhi987.
diff --git a/src/auto-reply/reply/export-html/template.js b/src/auto-reply/reply/export-html/template.js
index da12d2625cf..40303cb5198 100644
--- a/src/auto-reply/reply/export-html/template.js
+++ b/src/auto-reply/reply/export-html/template.js
@@ -1732,6 +1732,73 @@
     return `<img src="${escapeHtmlAttr(href)}" alt="${escapeHtmlAttr(label)}">`;
   }
 
+  const SAFE_MARKDOWN_LINK_PROTOCOLS = new Set(["http:", "https:", "mailto:", "tel:", "ftp:"]);
+
+  function decodeMarkdownHrefCodePoint(value, radix) {
+    const codePoint = Number.parseInt(value, radix);
+    if (
+      !Number.isFinite(codePoint) ||
+      codePoint < 0 ||
+      codePoint > 0x10ffff ||
+      (codePoint >= 0xd800 && codePoint <= 0xdfff)
+    ) {
+      return "";
+    }
+    return String.fromCodePoint(codePoint);
+  }
+
+  function decodeMarkdownHrefEntities(text) {
+    return text.replace(
+      /&(?:#(\d+)|#x([\da-f]+)|(colon|tab|newline));/gi,
+      (_match, decimal, hex, named) => {
+        if (decimal) {
+          return decodeMarkdownHrefCodePoint(decimal, 10);
+        }
+        if (hex) {
+          return decodeMarkdownHrefCodePoint(hex, 16);
+        }
+        if (named?.toLowerCase() === "tab") {
+          return "\t";
+        }
+        if (named?.toLowerCase() === "newline") {
+          return "\n";
+        }
+        return ":";
+      },
+    );
+  }
+
+  function getMarkdownHrefProtocol(href) {
+    const normalized = decodeMarkdownHrefEntities(href)
+      .replace(/[\u0000-\u001f\u007f\u200b-\u200f\u2028\u2029\ufeff\s]+/g, "")
+      .trim();
+    const match = /^([a-z][a-z0-9+.-]*):/i.exec(normalized);
+    return match ? `${match[1].toLowerCase()}:` : null;
+  }
+
+  function isSafeMarkdownLinkHref(href) {
+    const trimmed = typeof href === "string" ? href.trim() : "";
+    if (!trimmed) {
+      return true;
+    }
+    const protocol = getMarkdownHrefProtocol(trimmed);
+    return protocol === null || SAFE_MARKDOWN_LINK_PROTOCOLS.has(protocol);
+  }
+
+  function renderMarkdownLink(token) {
+    const text = this.parser.parseInline(token.tokens);
+    const href = typeof token?.href === "string" ? token.href.trim() : "";
+    if (!isSafeMarkdownLinkHref(href)) {
+      return text;
+    }
+
+    let html = `<a href="${escapeHtmlAttr(href)}"`;
+    if (typeof token?.title === "string" && token.title) {
+      html += ` title="${escapeHtmlAttr(token.title)}"`;
+    }
+    return `${html}>${text}</a>`;
+  }
+
   // Configure marked with syntax highlighting and HTML escaping for text
   marked.use({
     breaks: true,
@@ -1773,6 +1840,9 @@
       image(token) {
         return renderMarkdownImage(token);
       },
+      link(token) {
+        return renderMarkdownLink.call(this, token);
+      },
     },
   });
 
diff --git a/src/auto-reply/reply/export-html/template.security.test.ts b/src/auto-reply/reply/export-html/template.security.test.ts
index ec6b3cc123f..d9ae6badce7 100644
--- a/src/auto-reply/reply/export-html/template.security.test.ts
+++ b/src/auto-reply/reply/export-html/template.security.test.ts
@@ -414,10 +414,90 @@ describe("export html security hardening", () => {
     requireElement(messages.querySelector(`img[src="${dataImage}"]`), "data markdown image missing");
   });
 
+  it("flattens unsafe markdown links while preserving safe links", async () => {
+    const session: SessionData = {
+      header: { id: "session-5", timestamp: now() },
+      entries: [
+        {
+          id: "1",
+          parentId: null,
+          timestamp: now(),
+          type: "message",
+          message: {
+            role: "user",
+            content: [
+              "[script](javascript:alert(1))",
+              "[encoded](java&#x73;cript&colon;alert(2))",
+              "[split](java&Tab;script&colon;alert(3))",
+              "[zero-width](java&#x200b;script&colon;alert(4))",
+              "[surrogate](java&#xd800;script&colon;alert(5))",
+              '[safe](https://example.com/report "report")',
+            ].join("\n"),
+          },
+        },
+        {
+          id: "2",
+          parentId: "1",
+          timestamp: now(),
+          type: "message",
+          message: {
+            role: "assistant",
+            content: [
+              {
+                type: "text",
+                text: "[data](data:text/html;base64,PGgxPnBvYzwvaDE+) [mail](mailto:test@example.com)",
+              },
+            ],
+          },
+        },
+        {
+          id: "3",
+          parentId: "2",
+          timestamp: now(),
+          type: "branch_summary",
+          summary: "[relative](./notes.md)",
+        },
+        {
+          id: "4",
+          parentId: "3",
+          timestamp: now(),
+          type: "custom_message",
+          customType: "x",
+          display: true,
+          content: "[hash](#entry-1)",
+        },
+      ],
+      leafId: "4",
+      systemPrompt: "",
+      tools: [],
+    };
+
+    const { document } = await renderTemplate(session);
+    const messages = requireElement(document.getElementById("messages"), "messages root missing");
+    const hrefs = Array.from(messages.querySelectorAll("a"), (link) => link.getAttribute("href"));
+
+    expect(hrefs).toEqual([
+      "https://example.com/report",
+      "mailto:test@example.com",
+      "./notes.md",
+      "#entry-1",
+    ]);
+    expect(messages.querySelector("a")?.getAttribute("title")).toBe("report");
+    expect(messages.textContent).toContain("script");
+    expect(messages.textContent).toContain("encoded");
+    expect(messages.textContent).toContain("split");
+    expect(messages.textContent).toContain("zero-width");
+    expect(messages.textContent).toContain("surrogate");
+    expect(messages.textContent).toContain("data");
+    expect(hrefs.some((href) => href?.startsWith("javascript:") || href?.startsWith("data:"))).toBe(
+      false,
+    );
+  });
+
   it("escapes markdown data-image attributes", async () => {
     const dataImage = "data:image/png;base64,AAAA";
     const session: SessionData = {
-      header: { id: "session-5", timestamp: now() },
+      header: { id: "session-6", timestamp: now() },
       entries: [
         {
           id: "1",