diff --git a/.claude-plugin/marketplace-internal.json b/.claude-plugin/marketplace-internal.json
index e68dcd39..42adb8b2 100644
--- a/.claude-plugin/marketplace-internal.json
+++ b/.claude-plugin/marketplace-internal.json
@@ -5,7 +5,7 @@
   },
   "metadata": {
     "description": "Full Hugging Face Skills manifest for hf skills, MCP, and discovery. Client plugin marketplaces use curated manifests.",
-    "version": "1.0.34"
+    "version": "1.0.35"
   },
   "plugins": [
     {
diff --git a/.claude-plugin/marketplace.json b/.claude-plugin/marketplace.json
index 6214437e..42c1496a 100644
--- a/.claude-plugin/marketplace.json
+++ b/.claude-plugin/marketplace.json
@@ -5,7 +5,7 @@
   },
   "metadata": {
     "description": "Core Hugging Face Hub operations through the hf CLI, including skill installation, repo management, jobs, datasets, models, Spaces, and discovery.",
-    "version": "1.0.34"
+    "version": "1.0.35"
   },
   "plugins": [
     {
diff --git a/.claude-plugin/plugin.json b/.claude-plugin/plugin.json
index 84f62e6f..8396e7fe 100644
--- a/.claude-plugin/plugin.json
+++ b/.claude-plugin/plugin.json
@@ -1,7 +1,7 @@
 {
   "name": "huggingface-skills",
   "description": "Core Hugging Face Hub operations through the hf CLI, including skill installation, repo management, jobs, datasets, models, Spaces, and discovery.",
-  "version": "1.0.34",
+  "version": "1.0.35",
   "author": {
     "name": "Hugging Face"
   },
diff --git a/.cursor-plugin/marketplace.json b/.cursor-plugin/marketplace.json
index 6214437e..42c1496a 100644
--- a/.cursor-plugin/marketplace.json
+++ b/.cursor-plugin/marketplace.json
@@ -5,7 +5,7 @@
   },
   "metadata": {
     "description": "Core Hugging Face Hub operations through the hf CLI, including skill installation, repo management, jobs, datasets, models, Spaces, and discovery.",
-    "version": "1.0.34"
+    "version": "1.0.35"
   },
   "plugins": [
     {
diff --git a/.cursor-plugin/plugin.json b/.cursor-plugin/plugin.json
index 52a57d07..25cf3f80 100644
--- a/.cursor-plugin/plugin.json
+++ b/.cursor-plugin/plugin.json
@@ -3,7 +3,7 @@
   "skills": "skills",
   "mcpServers": ".mcp.json",
   "description": "Core Hugging Face Hub operations through the hf CLI, including skill installation, repo management, jobs, datasets, models, Spaces, and discovery.",
-  "version": "1.0.34",
+  "version": "1.0.35",
   "author": {
     "name": "Hugging Face"
   },
diff --git a/gemini-extension.json b/gemini-extension.json
index fabdcc03..a0730d7f 100644
--- a/gemini-extension.json
+++ b/gemini-extension.json
@@ -1,7 +1,7 @@
 {
   "name": "huggingface-skills",
   "description": "Provides access to the Hugging Face Skills.",
-  "version": "1.0.34",
+  "version": "1.0.35",
   "contextFileName": "agentsmd/AGENTS.md",
   "mcpServers": {
     "huggingface-skills": {
diff --git a/skills/huggingface-llm-trainer/scripts/dataset_inspector.py b/skills/huggingface-llm-trainer/scripts/dataset_inspector.py
index e29aed3e..22b2e353 100644
--- a/skills/huggingface-llm-trainer/scripts/dataset_inspector.py
+++ b/skills/huggingface-llm-trainer/scripts/dataset_inspector.py
@@ -214,17 +214,20 @@ def main():
         
         # Find the right config
         available_configs = set()
+        configs_with_split = set()
         split_found = False
         config_to_use = args.config
         
         for split_info in splits_data["splits"]:
             available_configs.add(split_info["config"])
+            if split_info["split"] == args.split:
+                configs_with_split.add(split_info["config"])
             if split_info["config"] == args.config and split_info["split"] == args.split:
                 split_found = True
         
-        # If default config not found, try first available
+        # If default config not found, try first config that has the requested split
         if not split_found and available_configs:
-            config_to_use = list(available_configs)[0]
+            config_to_use = sorted(configs_with_split or available_configs)[0]
             print(f"Config '{args.config}' not found, trying '{config_to_use}'...")
         
         # Get rows
diff --git a/skills/huggingface-vision-trainer/scripts/dataset_inspector.py b/skills/huggingface-vision-trainer/scripts/dataset_inspector.py
index b7207b8e..b5a7e5f4 100644
--- a/skills/huggingface-vision-trainer/scripts/dataset_inspector.py
+++ b/skills/huggingface-vision-trainer/scripts/dataset_inspector.py
@@ -558,17 +558,20 @@ def main():
 
         # Find the right config
         available_configs = set()
+        configs_with_split = set()
         split_found = False
         config_to_use = args.config
 
         for split_info in splits_data["splits"]:
             available_configs.add(split_info["config"])
+            if split_info["split"] == args.split:
+                configs_with_split.add(split_info["config"])
             if split_info["config"] == args.config and split_info["split"] == args.split:
                 split_found = True
 
-        # If default config not found, try first available
+        # If default config not found, try first config that has the requested split
         if not split_found and available_configs:
-            config_to_use = list(available_configs)[0]
+            config_to_use = sorted(configs_with_split or available_configs)[0]
             print(f"Config '{args.config}' not found, trying '{config_to_use}'...")
 
         # Get rows