diff --git a/misp_modules/modules/expansion/yara_syntax_validator.py b/misp_modules/modules/expansion/yara_syntax_validator.py
index cf02dd1e..52763014 100644
--- a/misp_modules/modules/expansion/yara_syntax_validator.py
+++ b/misp_modules/modules/expansion/yara_syntax_validator.py
@@ -1,12 +1,12 @@
 import json
-
 import yara
+import re
 
 misperrors = {"error": "Error"}
 mispattributes = {"input": ["yara"], "output": ["text"]}
 moduleinfo = {
-    "version": "0.1",
-    "author": "Dennis Rand",
+    "version": "0.2",
+    "author": "Dennis Rand and Theo Geffe",
     "description": "An expansion hover module to perform a syntax check on if yara rules are valid or not.",
     "module-type": ["hover"],
     "name": "YARA Syntax Validator",
@@ -15,6 +15,7 @@
     "features": (
         "This modules simply takes a YARA rule as input, and checks its syntax. It returns then a confirmation if the"
         " syntax is valid, otherwise the syntax error is displayed."
+        " This modules can compile YARA rule even if there is externals variables or miss modules"
     ),
     "references": ["http://virustotal.github.io/yara/"],
     "input": "YARA rule attribute.",
@@ -22,23 +23,89 @@
 }
 moduleconfig = []
 
+# List of most uses Modules in yara
+
+YARA_MODULES = {"pe", "math", "cuckoo", "magic", "hash", "dotnet", "elf", "macho"}
+
+# YARA rules can reference internal modules such as `pe`, `math`, `cuckoo`,
+# `elf`, etc. Normally, a rule must explicitly import these modules using:
+#       import "pe"
+#       import "elf"
+#
+# Even if the YARA rule itself is perfectly valid, it will fail to compile
+# if the correct modules are NOT imported. For example, references such as:
+#       pe.entry_point
+# or   elf.sections
+# will raise "undefined identifier" errors unless the appropriate imports
+# are present.
+
+
+def insert_import_module(rule_text, module_name):
+    lines = rule_text.strip().splitlines()
+    if not any(line.strip().startswith(f'import "{module_name}"') for line in lines):
+        return f'import "{module_name}"\n' + rule_text
+    return rule_text
+
+# -------------------------------
+#  HANDLER NOW DOES VALIDATION LOGIC
+# -------------------------------
+
+# -------------------------------------------------------------------------
+# To make the validator more user-friendly, we automatically insert missing
+# imports when YARA reports an undefined identifier matching a known module.
+#
+# Additionally, YARA rules sometimes use *external variables*, for example:
+#       rule test { condition: filename == "test.exe" }
+#
+# If these variables are not provided, YARA will also fail, even though the
+# rule is syntactically valid. To prevent unnecessary failures, the validator
+# automatically assigns dummy values to any missing external variables.
+#
+# This ensures:
+#   - A clean, user-friendly validation process
+#   - Correct detection of real syntax errors
+#   - No false negatives caused by missing imports or missing externals
+# -------------------------------------------------------------------------
+
 
 def handler(q=False):
     if q is False:
         return False
     request = json.loads(q)
-    if not request.get("yara"):
+    rule_content = request.get("yara")
+    if not rule_content:
         misperrors["error"] = "Yara rule missing"
         return misperrors
-
-    try:
-        yara.compile(source=request.get("yara"))
-        summary = "Syntax valid"
-    except Exception as e:
-        summary = "Syntax error: " + str(e)
-
-    r = {"results": [{"types": mispattributes["output"], "values": summary}]}
-    return r
+    externals = {}
+    attempts = 0
+    max_attempts = 10   # to prevent from infinite loop
+    current_rule_text = rule_content
+    while attempts < max_attempts:
+        try:
+            yara.compile(source=current_rule_text, externals=externals)  # some times the compilator needs externals variables
+            summary = "Syntax valid"
+            break
+        except yara.SyntaxError as e:
+            error_msg = str(e)
+            # try to catch modules or externals variables errors to auto correct it
+            match_id = re.search(r'undefined identifier "(\w+)"', error_msg)
+            if match_id:
+                var_name = match_id.group(1)
+                # Auto-import YARA modules
+                if var_name in YARA_MODULES:
+                    current_rule_text = insert_import_module(current_rule_text, var_name)
+                else:
+                    # Treat as external variable
+                    externals[var_name] = "example.txt"  # a random value so that the compiler does not make an error (most of the time the external variable are in other configs files)
+                attempts += 1
+                continue
+            # Other syntax errors
+            summary = "Syntax error: " + error_msg
+            break
+    else:
+        # Max attempts exceeded
+        summary = "Syntax error: Max validation attempts exceeded"
+    return {"results": [{"types": mispattributes["output"], "values": summary}]}
 
 
 def introspection():