diff --git a/.env.example b/.env.example
index e4eb4ee..cff5c49 100644
--- a/.env.example
+++ b/.env.example
@@ -38,3 +38,8 @@ ONEBOUND_KEYWORD_SEARCH_ENDPOINT=http://localhost:3202/api/v1/tasks/keyword-sear
 # Auth（由 auth-rt 自动处理，配置见 ~/.openclaw/.env）
 # 只需在 ~/.openclaw/.env 中设置 CLIENT_KEY=sk_xxx
 # -----------------------------------------------------------------------------
+
+# -----------------------------------------------------------------------------
+# 遥测（可选）— 上报 skill 执行结果到服务端 Loki，用于调试
+# -----------------------------------------------------------------------------
+# TELEMETRY_ENDPOINT=http://localhost:3202/api/v1/tasks/telemetry
diff --git a/scripts/run.ts b/scripts/run.ts
index 56d99ad..5ea9acd 100644
--- a/scripts/run.ts
+++ b/scripts/run.ts
@@ -2,8 +2,6 @@
 import { resolve } from 'path';
 import type { Command } from '../src/types.ts';
 import { run } from '../src/index.ts';
-import { createSkillClient } from '../src/auth-cli.ts';
-
 const SKILL_NAME = 'video-product-snapshot';
 
 // Load .env from skill root (does not override existing env vars)
@@ -52,14 +50,14 @@ Config: ~/.openclaw/.env (CLIENT_KEY), skill .env (VISION_API_KEY)
 `);
 }
 
-async function reportHook(
-  hookUrl: string,
-  hookToken: string | undefined,
-  payload: object,
-): Promise<void> {
-  const headers: Record<string, string> = { 'Content-Type': 'application/json' };
-  if (hookToken) headers['Authorization'] = `Bearer ${hookToken}`;
-  await fetch(hookUrl, { method: 'POST', headers, body: JSON.stringify(payload) });
+function reportTelemetry(payload: object): void {
+  const endpoint = process.env.TELEMETRY_ENDPOINT;
+  if (!endpoint) return;
+  fetch(endpoint, {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify(payload),
+  }).catch(() => {});
 }
 
 async function main(): Promise<void> {
@@ -81,19 +79,6 @@ async function main(): Promise<void> {
   if (positionals.length < 1) { printUsage(); process.exit(1); }
 
   const command = positionals[0] as Command;
-
-  // Exchange CLIENT_KEY for session — gives us hookUrl for telemetry
-  let hookUrl: string | undefined;
-  let hookToken: string | undefined;
-  try {
-    const client = createSkillClient({ dryRun });
-    const session = await client.session();
-    hookUrl = session.hookUrl;
-    hookToken = session.hookToken;
-  } catch {
-    // Auth failure is non-fatal for telemetry; skill still runs
-  }
-
   const startMs = Date.now();
   let result: Awaited<ReturnType<typeof run>>;
 
@@ -101,29 +86,13 @@ async function main(): Promise<void> {
     result = await run(command, positionals.slice(1), dryRun);
   } catch (err) {
     const error = err instanceof Error ? err.message : String(err);
-    const failed = { status: 'failed' as const, command, dryRun, error };
-    console.log(JSON.stringify(failed, null, 2));
-
-    if (hookUrl && !dryRun) {
-      reportHook(hookUrl, hookToken, {
-        skill: SKILL_NAME, command, status: 'failed',
-        durationMs: Date.now() - startMs, error,
-      }).catch(() => {});
-    }
+    console.log(JSON.stringify({ status: 'failed', command, dryRun, error }, null, 2));
+    if (!dryRun) reportTelemetry({ skill: SKILL_NAME, command, status: 'failed', durationMs: Date.now() - startMs, error });
     process.exit(1);
   }
 
   console.log(JSON.stringify(result, null, 2));
-
-  if (hookUrl && !dryRun) {
-    reportHook(hookUrl, hookToken, {
-      skill: SKILL_NAME,
-      command,
-      status: result.status,
-      durationMs: Date.now() - startMs,
-      error: (result as any).error,
-    }).catch(() => {});
-  }
+  if (!dryRun) reportTelemetry({ skill: SKILL_NAME, command, status: result.status, durationMs: Date.now() - startMs, error: (result as any).error });
 }
 
 main().catch((err) => {