diff --git a/src/discord/monitor/exec-approvals.test.ts b/src/discord/monitor/exec-approvals.test.ts
index 4184b6387c4..f3adf7089c3 100644
--- a/src/discord/monitor/exec-approvals.test.ts
+++ b/src/discord/monitor/exec-approvals.test.ts
@@ -309,6 +309,15 @@ describe("DiscordExecApprovalHandler.shouldHandle", () => {
     );
   });
 
+  it("rejects unsafe nested-repetition regex in session filter", () => {
+    const handler = createHandler({
+      enabled: true,
+      approvers: ["123"],
+      sessionFilter: ["(a+)+$"],
+    });
+    expect(handler.shouldHandle(createRequest({ sessionKey: `${"a".repeat(28)}!` }))).toBe(false);
+  });
+
   it("filters by discord account when session store includes account", () => {
     writeStore({
       "agent:test-agent:discord:channel:999888777": {
diff --git a/src/discord/monitor/exec-approvals.ts b/src/discord/monitor/exec-approvals.ts
index 66f3c85905f..68f46b5e1c2 100644
--- a/src/discord/monitor/exec-approvals.ts
+++ b/src/discord/monitor/exec-approvals.ts
@@ -24,6 +24,7 @@ import type {
 import { logDebug, logError } from "../../logger.js";
 import { normalizeAccountId, resolveAgentIdFromSessionKey } from "../../routing/session-key.js";
 import type { RuntimeEnv } from "../../runtime.js";
+import { compileSafeRegex } from "../../security/safe-regex.js";
 import {
   GATEWAY_CLIENT_MODES,
   GATEWAY_CLIENT_NAMES,
@@ -364,11 +365,11 @@ export class DiscordExecApprovalHandler {
         return false;
       }
       const matches = config.sessionFilter.some((p) => {
-        try {
-          return session.includes(p) || new RegExp(p).test(session);
-        } catch {
-          return session.includes(p);
+        if (session.includes(p)) {
+          return true;
         }
+        const regex = compileSafeRegex(p);
+        return regex ? regex.test(session) : false;
       });
       if (!matches) {
         return false;
diff --git a/src/infra/exec-approval-forwarder.test.ts b/src/infra/exec-approval-forwarder.test.ts
index 6902d846157..298efa4789c 100644
--- a/src/infra/exec-approval-forwarder.test.ts
+++ b/src/infra/exec-approval-forwarder.test.ts
@@ -160,6 +160,34 @@ describe("exec approval forwarder", () => {
     expect(deliver).not.toHaveBeenCalled();
   });
 
+  it("rejects unsafe nested-repetition regex in sessionFilter", async () => {
+    const cfg = {
+      approvals: {
+        exec: {
+          enabled: true,
+          mode: "session",
+          sessionFilter: ["(a+)+$"],
+        },
+      },
+    } as OpenClawConfig;
+
+    const { deliver, forwarder } = createForwarder({
+      cfg,
+      resolveSessionTarget: () => ({ channel: "slack", to: "U1" }),
+    });
+
+    const request = {
+      ...baseRequest,
+      request: {
+        ...baseRequest.request,
+        sessionKey: `${"a".repeat(28)}!`,
+      },
+    };
+
+    await expect(forwarder.handleRequested(request)).resolves.toBe(false);
+    expect(deliver).not.toHaveBeenCalled();
+  });
+
   it("returns false when all targets are skipped", async () => {
     await expectDiscordSessionTargetRequest({
       cfg: makeSessionCfg({ discordExecApprovalsEnabled: true }),
diff --git a/src/infra/exec-approval-forwarder.ts b/src/infra/exec-approval-forwarder.ts
index e9d3dbad3f8..46617f07d7d 100644
--- a/src/infra/exec-approval-forwarder.ts
+++ b/src/infra/exec-approval-forwarder.ts
@@ -7,6 +7,7 @@ import type {
 } from "../config/types.approvals.js";
 import { createSubsystemLogger } from "../logging/subsystem.js";
 import { normalizeAccountId, parseAgentSessionKey } from "../routing/session-key.js";
+import { compileSafeRegex } from "../security/safe-regex.js";
 import { isDeliverableMessageChannel, normalizeMessageChannel } from "../utils/message-channel.js";
 import type {
   ExecApprovalDecision,
@@ -52,11 +53,11 @@ function normalizeMode(mode?: ExecApprovalForwardingConfig["mode"]) {
 
 function matchSessionFilter(sessionKey: string, patterns: string[]): boolean {
   return patterns.some((pattern) => {
-    try {
-      return sessionKey.includes(pattern) || new RegExp(pattern).test(sessionKey);
-    } catch {
-      return sessionKey.includes(pattern);
+    if (sessionKey.includes(pattern)) {
+      return true;
     }
+    const regex = compileSafeRegex(pattern);
+    return regex ? regex.test(sessionKey) : false;
   });
 }
 
diff --git a/src/logging/redact.test.ts b/src/logging/redact.test.ts
index 131c41c6b22..91180619a17 100644
--- a/src/logging/redact.test.ts
+++ b/src/logging/redact.test.ts
@@ -93,6 +93,15 @@ describe("redactSensitiveText", () => {
     expect(output).toBe("token=abcdef…ghij");
   });
 
+  it("ignores unsafe nested-repetition custom patterns", () => {
+    const input = `${"a".repeat(28)}!`;
+    const output = redactSensitiveText(input, {
+      mode: "tools",
+      patterns: ["(a+)+$"],
+    });
+    expect(output).toBe(input);
+  });
+
   it("skips redaction when mode is off", () => {
     const input = "OPENAI_API_KEY=sk-1234567890abcdef";
     const output = redactSensitiveText(input, {
diff --git a/src/logging/redact.ts b/src/logging/redact.ts
index 60e9e6601a5..836e9f68405 100644
--- a/src/logging/redact.ts
+++ b/src/logging/redact.ts
@@ -1,4 +1,5 @@
 import type { OpenClawConfig } from "../config/config.js";
+import { compileSafeRegex } from "../security/safe-regex.js";
 import { resolveNodeRequireFromMeta } from "./node-require.js";
 
 const requireConfig = resolveNodeRequireFromMeta(import.meta.url);
@@ -51,15 +52,11 @@ function parsePattern(raw: string): RegExp | null {
     return null;
   }
   const match = raw.match(/^\/(.+)\/([gimsuy]*)$/);
-  try {
-    if (match) {
-      const flags = match[2].includes("g") ? match[2] : `${match[2]}g`;
-      return new RegExp(match[1], flags);
-    }
-    return new RegExp(raw, "gi");
-  } catch {
-    return null;
+  if (match) {
+    const flags = match[2].includes("g") ? match[2] : `${match[2]}g`;
+    return compileSafeRegex(match[1], flags);
   }
+  return compileSafeRegex(raw, "gi");
 }
 
 function resolvePatterns(value?: string[]): RegExp[] {
diff --git a/src/security/safe-regex.test.ts b/src/security/safe-regex.test.ts
new file mode 100644
index 00000000000..30fa2793649
--- /dev/null
+++ b/src/security/safe-regex.test.ts
@@ -0,0 +1,26 @@
+import { describe, expect, it } from "vitest";
+import { compileSafeRegex, hasNestedRepetition } from "./safe-regex.js";
+
+describe("safe regex", () => {
+  it("flags nested repetition patterns", () => {
+    expect(hasNestedRepetition("(a+)+$")).toBe(true);
+    expect(hasNestedRepetition("^(?:foo|bar)$")).toBe(false);
+  });
+
+  it("rejects unsafe nested repetition during compile", () => {
+    expect(compileSafeRegex("(a+)+$")).toBeNull();
+  });
+
+  it("compiles common safe filter regex", () => {
+    const re = compileSafeRegex("^agent:.*:discord:");
+    expect(re).toBeInstanceOf(RegExp);
+    expect(re?.test("agent:main:discord:channel:123")).toBe(true);
+    expect(re?.test("agent:main:telegram:channel:123")).toBe(false);
+  });
+
+  it("supports explicit flags", () => {
+    const re = compileSafeRegex("token=([A-Za-z0-9]+)", "gi");
+    expect(re).toBeInstanceOf(RegExp);
+    expect("TOKEN=abcd1234".replace(re as RegExp, "***")).toBe("***");
+  });
+});
diff --git a/src/security/safe-regex.ts b/src/security/safe-regex.ts
new file mode 100644
index 00000000000..4f4f6921ab2
--- /dev/null
+++ b/src/security/safe-regex.ts
@@ -0,0 +1,151 @@
+type QuantifierRead = {
+  consumed: number;
+};
+
+type TokenState = {
+  containsRepetition: boolean;
+};
+
+type ParseFrame = {
+  lastToken: TokenState | null;
+  containsRepetition: boolean;
+};
+
+const SAFE_REGEX_CACHE_MAX = 256;
+const safeRegexCache = new Map<string, RegExp | null>();
+
+export function hasNestedRepetition(source: string): boolean {
+  // Conservative parser: reject patterns where a repeated token/group is repeated again.
+  const frames: ParseFrame[] = [{ lastToken: null, containsRepetition: false }];
+  let inCharClass = false;
+
+  const emitToken = (token: TokenState) => {
+    const frame = frames[frames.length - 1];
+    frame.lastToken = token;
+    if (token.containsRepetition) {
+      frame.containsRepetition = true;
+    }
+  };
+
+  for (let i = 0; i < source.length; i += 1) {
+    const ch = source[i];
+
+    if (ch === "\\") {
+      i += 1;
+      emitToken({ containsRepetition: false });
+      continue;
+    }
+
+    if (inCharClass) {
+      if (ch === "]") {
+        inCharClass = false;
+      }
+      continue;
+    }
+
+    if (ch === "[") {
+      inCharClass = true;
+      emitToken({ containsRepetition: false });
+      continue;
+    }
+
+    if (ch === "(") {
+      frames.push({ lastToken: null, containsRepetition: false });
+      continue;
+    }
+
+    if (ch === ")") {
+      if (frames.length > 1) {
+        const frame = frames.pop() as ParseFrame;
+        emitToken({ containsRepetition: frame.containsRepetition });
+      }
+      continue;
+    }
+
+    if (ch === "|") {
+      const frame = frames[frames.length - 1];
+      frame.lastToken = null;
+      continue;
+    }
+
+    const quantifier = readQuantifier(source, i);
+    if (quantifier) {
+      const frame = frames[frames.length - 1];
+      const token = frame.lastToken;
+      if (!token) {
+        continue;
+      }
+      if (token.containsRepetition) {
+        return true;
+      }
+      token.containsRepetition = true;
+      frame.containsRepetition = true;
+      i += quantifier.consumed - 1;
+      continue;
+    }
+
+    emitToken({ containsRepetition: false });
+  }
+
+  return false;
+}
+
+function readQuantifier(source: string, index: number): QuantifierRead | null {
+  const ch = source[index];
+  if (ch === "*" || ch === "+" || ch === "?") {
+    return { consumed: source[index + 1] === "?" ? 2 : 1 };
+  }
+  if (ch !== "{") {
+    return null;
+  }
+  let i = index + 1;
+  while (i < source.length && /\d/.test(source[i])) {
+    i += 1;
+  }
+  if (i === index + 1) {
+    return null;
+  }
+  if (source[i] === ",") {
+    i += 1;
+    while (i < source.length && /\d/.test(source[i])) {
+      i += 1;
+    }
+  }
+  if (source[i] !== "}") {
+    return null;
+  }
+  i += 1;
+  if (source[i] === "?") {
+    i += 1;
+  }
+  return { consumed: i - index };
+}
+
+export function compileSafeRegex(source: string, flags = ""): RegExp | null {
+  const trimmed = source.trim();
+  if (!trimmed) {
+    return null;
+  }
+  const cacheKey = `${flags}::${trimmed}`;
+  if (safeRegexCache.has(cacheKey)) {
+    return safeRegexCache.get(cacheKey) ?? null;
+  }
+
+  let compiled: RegExp | null = null;
+  if (!hasNestedRepetition(trimmed)) {
+    try {
+      compiled = new RegExp(trimmed, flags);
+    } catch {
+      compiled = null;
+    }
+  }
+
+  safeRegexCache.set(cacheKey, compiled);
+  if (safeRegexCache.size > SAFE_REGEX_CACHE_MAX) {
+    const oldestKey = safeRegexCache.keys().next().value;
+    if (oldestKey) {
+      safeRegexCache.delete(oldestKey);
+    }
+  }
+  return compiled;
+}