diff --git a/.github/workflows/ai-review.yml b/.github/workflows/ai-review.yml
index 62a088e6..7ba104ef 100644
--- a/.github/workflows/ai-review.yml
+++ b/.github/workflows/ai-review.yml
@@ -38,13 +38,14 @@ jobs:
 
     # Conditions:
     # - PR event: only on opened (not synchronize to avoid cancel-on-push)
-    # - Comment event: only if it's a PR and contains /review
+    # - Comment event: only if it's a PR, contains /review, and NOT from a bot
     if: >
       github.event_name == 'pull_request_target' ||
       github.event_name == 'workflow_dispatch' ||
       (github.event_name == 'issue_comment' &&
        github.event.issue.pull_request &&
-       contains(github.event.comment.body, '/review'))
+       contains(github.event.comment.body, '/review') &&
+       github.event.comment.user.type != 'Bot')
 
     # CLIProxy environment for model routing
     env:
diff --git a/src/management/checks/profile-check.ts b/src/management/checks/profile-check.ts
index 7d80a4df..e29a0143 100644
--- a/src/management/checks/profile-check.ts
+++ b/src/management/checks/profile-check.ts
@@ -193,16 +193,9 @@ export class DelegationChecker implements IHealthChecker {
       return;
     }
 
-    // Check profile validity using DelegationValidator
+    // Check profile validity using DelegationValidator (dynamic discovery)
     const { DelegationValidator } = require('../../utils/delegation-validator');
-    const readyProfiles: string[] = [];
-
-    for (const profile of ['glm', 'kimi']) {
-      const validation = DelegationValidator.validate(profile);
-      if (validation.valid) {
-        readyProfiles.push(profile);
-      }
-    }
+    const readyProfiles = DelegationValidator.getReadyProfiles();
 
     if (readyProfiles.length === 0) {
       spinner.warn();