diff --git a/.github/workflows/openclaw-live-and-e2e-checks-reusable.yml b/.github/workflows/openclaw-live-and-e2e-checks-reusable.yml
index 56b53a09478..7247a81bae3 100644
--- a/.github/workflows/openclaw-live-and-e2e-checks-reusable.yml
+++ b/.github/workflows/openclaw-live-and-e2e-checks-reusable.yml
@@ -1923,7 +1923,9 @@ jobs:
 
       - name: Run ${{ matrix.label }}
         if: contains(matrix.profiles, inputs.release_test_profile)
-        run: ${{ matrix.command }}
+        env:
+          OPENCLAW_LIVE_COMMAND: ${{ matrix.command }}
+        run: bash .release-harness/scripts/ci-live-command-retry.sh
 
   validate_live_docker_provider_suites:
     name: Docker live suites (${{ matrix.label }})
@@ -2082,7 +2084,9 @@ jobs:
 
       - name: Run ${{ matrix.label }}
         if: contains(matrix.profiles, inputs.release_test_profile)
-        run: ${{ matrix.command }}
+        env:
+          OPENCLAW_LIVE_COMMAND: ${{ matrix.command }}
+        run: bash .release-harness/scripts/ci-live-command-retry.sh
 
   validate_live_media_provider_suites:
     name: Live media suites (${{ matrix.label }})
diff --git a/scripts/ci-live-command-retry.sh b/scripts/ci-live-command-retry.sh
new file mode 100755
index 00000000000..790187f5e73
--- /dev/null
+++ b/scripts/ci-live-command-retry.sh
@@ -0,0 +1,57 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+command="${OPENCLAW_LIVE_COMMAND:-}"
+if [[ -z "$command" && "$#" -gt 0 ]]; then
+  command="$*"
+fi
+
+if [[ -z "$command" ]]; then
+  echo "Usage: OPENCLAW_LIVE_COMMAND='<command>' $0" >&2
+  exit 64
+fi
+
+attempts="${OPENCLAW_LIVE_COMMAND_ATTEMPTS:-2}"
+delay_seconds="${OPENCLAW_LIVE_COMMAND_RETRY_DELAY_SECONDS:-10}"
+retry_pattern="${OPENCLAW_LIVE_COMMAND_RETRY_PATTERN:-ECONNRESET|ETIMEDOUT|ENOTFOUND|EAI_AGAIN|fetch failed|TLS connection|socket hang up|UND_ERR|\\b429\\b|\\b529\\b}"
+
+if ! [[ "$attempts" =~ ^[1-9][0-9]*$ ]]; then
+  echo "OPENCLAW_LIVE_COMMAND_ATTEMPTS must be a positive integer, got: $attempts" >&2
+  exit 64
+fi
+
+if ! [[ "$delay_seconds" =~ ^[0-9]+$ ]]; then
+  echo "OPENCLAW_LIVE_COMMAND_RETRY_DELAY_SECONDS must be a non-negative integer, got: $delay_seconds" >&2
+  exit 64
+fi
+
+log_file="$(mktemp)"
+cleanup() {
+  rm -f "$log_file"
+}
+trap cleanup EXIT
+
+for attempt in $(seq 1 "$attempts"); do
+  : >"$log_file"
+  set +e
+  bash -o pipefail -c "$command" 2>&1 | tee "$log_file"
+  status="${PIPESTATUS[0]}"
+  set -e
+
+  if [[ "$status" -eq 0 ]]; then
+    exit 0
+  fi
+
+  if [[ "$attempt" -ge "$attempts" ]]; then
+    exit "$status"
+  fi
+
+  if ! grep -Eiq "$retry_pattern" "$log_file"; then
+    exit "$status"
+  fi
+
+  echo "Live command failed with a retryable provider/network error; retrying ($attempt/$attempts)..." >&2
+  if [[ "$delay_seconds" -gt 0 ]]; then
+    sleep "$delay_seconds"
+  fi
+done
diff --git a/test/scripts/package-acceptance-workflow.test.ts b/test/scripts/package-acceptance-workflow.test.ts
index 6c2b9404753..15a3eb73716 100644
--- a/test/scripts/package-acceptance-workflow.test.ts
+++ b/test/scripts/package-acceptance-workflow.test.ts
@@ -119,6 +119,7 @@ describe("package artifact reuse", () => {
 
   it("shards broad native live tests instead of one serial live-all job", () => {
     const workflow = readFileSync(LIVE_E2E_WORKFLOW, "utf8");
+    const retryHelper = readFileSync("scripts/ci-live-command-retry.sh", "utf8");
 
     expect(workflow).not.toContain("suite_id: live-all");
     expect(workflow).not.toContain("command: pnpm test:live\n");
@@ -127,6 +128,8 @@ describe("package artifact reuse", () => {
     expect(workflow).toContain(
       "command: node .release-harness/scripts/test-live-shard.mjs native-live-src-agents",
     );
+    expect(workflow).toContain("OPENCLAW_LIVE_COMMAND: ${{ matrix.command }}");
+    expect(workflow).toContain("bash .release-harness/scripts/ci-live-command-retry.sh");
     expect(workflow).toContain("suite_id: native-live-src-gateway-core");
     expect(workflow).toContain("suite_id: native-live-src-gateway-backends");
     expect(workflow).toContain("suite_id: native-live-src-gateway-profiles-deepseek");
@@ -150,6 +153,9 @@ describe("package artifact reuse", () => {
     expect(workflow).toContain("suite_id: native-live-extensions-media-music-minimax");
     expect(workflow).toContain("suite_id: native-live-extensions-media-video");
     expect(workflow).not.toContain("needs_ffmpeg: true");
+    expect(retryHelper).toContain("OPENCLAW_LIVE_COMMAND_ATTEMPTS:-2");
+    expect(retryHelper).toContain("ECONNRESET");
+    expect(retryHelper).toContain("fetch failed");
   });
 
   it("runs Docker live harnesses from trusted helper scripts", () => {