Keep checkpoints aligned with PromptKit profiles

internal/framework/llm/scheduled_client.go

@@ -53,3 +53,14 @@ func (c *scheduledClient) LLMProfileManifests() []artifacts.LLMProfileManifest {
 	}
 	return provider.LLMProfileManifests()
 }
+
+func (c *scheduledClient) LLMCheckpointFingerprints() ([]CheckpointFingerprint, error) {
+	if c == nil || c.client == nil {
+		return nil, nil
+	}
+	provider, ok := c.client.(CheckpointFingerprintProvider)
+	if !ok {
+		return nil, nil
+	}
+	return provider.LLMCheckpointFingerprints()
+}