diff --git a/kernelguard.py b/kernelguard.py
index f086847..1a3d60d 100644
--- a/kernelguard.py
+++ b/kernelguard.py
@@ -3025,6 +3025,26 @@ def detect_precision_downgrade(code: str | SubmissionFacts) -> list[dict]:
     return matches
 
 
+RE_RUNPY = re.compile(r'(?:runpy|zipimport)\s*\.')
+def detect_runpy_execution(code: str | SubmissionFacts) -> list[dict]:
+    facts = ensure_submission_facts(code)
+    if not RE_RUNPY.search(facts.raw_code): return []
+    return [{"pattern": "DYNAMIC_EXECUTION", "severity": "high", "evidence": "runpy/zipimport module — script/zip execution outside normal import"}]
+
+
+RE_AST_LITERAL = re.compile(r'ast\.literal_eval\s*\(')
+def detect_ast_literal_eval(code: str | SubmissionFacts) -> list[dict]:
+    facts = ensure_submission_facts(code)
+    if not RE_AST_LITERAL.search(facts.raw_code): return []
+    return [{"pattern": "OBFUSCATED_EXEC", "severity": "high", "evidence": "ast.literal_eval — limited eval for code parsing"}]
+
+RE_HTTP_SERVER = re.compile(r'(?:http\.server|socketserver|xmlrpc)\s*\.')
+def detect_http_server_netsvc(code: str | SubmissionFacts) -> list[dict]:
+    facts = ensure_submission_facts(code)
+    if not RE_HTTP_SERVER.search(facts.raw_code): return []
+    return [{"pattern": "RUNTIME_PACKAGE_INSTALL", "severity": "critical", "evidence": "http.server/socketserver/xmlrpc — network service server within submission"}]
+
+
 # ---------------------------------------------------------------------------
 # Score anomaly detection
 # ---------------------------------------------------------------------------
@@ -3048,6 +3068,51 @@ def _collect_scores(metadata: Optional[dict]) -> tuple[list[float], Optional[flo
 
 
 # ---------------------------------------------------------------------------
+
+# ---------------------------------------------------------------------------
+# Sentinel/state reuse detectors
+# ---------------------------------------------------------------------------
+
+
+def detect_global_sentinel_reuse(code: str | SubmissionFacts) -> list[dict]:
+    """Detect module-level None-initialized vars used as sentinel cache in entrypoint."""
+    facts = ensure_submission_facts(code)
+    if not facts.custom_kernel_active or not facts.ast_tree:
+        return []
+    for var in facts._none_inited:
+        if not re.search(rf'\bglobal\s+\b{re.escape(var)}\b', facts.custom_kernel_active):
+            continue
+        if not re.search(rf'\bif\s+\b{re.escape(var)}\b\s+is\s+None\b', facts.custom_kernel_active):
+            continue
+        if not re.search(rf'\breturn\s+\b{re.escape(var)}\b', facts.custom_kernel_active):
+            continue
+        return [{
+            "pattern": "GLOBAL_SENTINEL_REUSE",
+            "severity": "high",
+            "evidence": f"Module-level {var}=None used as sentinel cache with global/guard/return in entrypoint",
+        }]
+    return []
+
+
+def detect_closure_state_reuse(code: str | SubmissionFacts) -> list[dict]:
+    """Detect nonlocal variables in closure-based entrypoints used for result caching."""
+    facts = ensure_submission_facts(code)
+    if not facts.custom_kernel_active:
+        return []
+    for m in re.finditer(r'\bnonlocal\s+(\w+)', facts.custom_kernel_active):
+        var = m.group(1)
+        if not re.search(rf'\bif\s+\b{re.escape(var)}\b\s+is\s+None\b', facts.custom_kernel_active):
+            continue
+        if not re.search(rf'\breturn\s+\b{re.escape(var)}\b', facts.custom_kernel_active):
+            continue
+        return [{
+            "pattern": "CLOSURE_STATE_REUSE",
+            "severity": "high",
+            "evidence": f"Nonlocal {var} used as sentinel cache with guard/return in entrypoint",
+        }]
+    return []
+
+
 # Roofline physics floor
 # ---------------------------------------------------------------------------
 # The theoretical minimum execution time for a GEMM on a given GPU is bounded
@@ -3653,6 +3718,14 @@ class RulePolicy:
         "NEAR_CLONE_SPAM", "administrative", "support", SUSPICIOUS_ONLY, (),
         (), "downgrade",
     ),
+    "GLOBAL_SENTINEL_REUSE": RulePolicy(
+        "GLOBAL_SENTINEL_REUSE", "result_reuse", "hard", AUTO_FILTER, (),
+        (), "rewrite",
+    ),
+    "CLOSURE_STATE_REUSE": RulePolicy(
+        "CLOSURE_STATE_REUSE", "result_reuse", "hard", AUTO_FILTER, (),
+        (), "rewrite",
+    ),
 }
 
 BASE_SCORE_CONFIG = {
@@ -3775,6 +3848,7 @@ def support_only_patterns(matched_patterns: list[dict]) -> bool:
     detect_token_paste_cuda_api,
     detect_sequence_batch_graph,
     detect_runtime_package_install,
+    detect_http_server_netsvc,
     # AST-based detectors (Layer 2)
     detect_trusted_module_import,
     detect_module_mutation,
@@ -3790,6 +3864,9 @@ def support_only_patterns(matched_patterns: list[dict]) -> bool:
     detect_thread_injection,
     detect_lazy_tensor,
     detect_precision_downgrade,
+    detect_global_sentinel_reuse,
+    detect_closure_state_reuse,
+    detect_runpy_execution,
 ]
 
 BASE_DETECTOR_SPECS = [
@@ -3813,6 +3890,7 @@ def support_only_patterns(matched_patterns: list[dict]) -> bool:
     ("token_paste_cuda_api", detect_token_paste_cuda_api),
     ("sequence_batch_graph", detect_sequence_batch_graph),
     ("runtime_package_install", detect_runtime_package_install),
+    ("http_server_netsvc", detect_http_server_netsvc),
     ("trusted_module_import", detect_trusted_module_import),
     ("module_mutation", detect_module_mutation),
     ("globals_mutation", detect_globals_mutation),
@@ -3827,6 +3905,9 @@ def support_only_patterns(matched_patterns: list[dict]) -> bool:
     ("thread_injection", detect_thread_injection),
     ("lazy_tensor", detect_lazy_tensor),
     ("precision_downgrade", detect_precision_downgrade),
+    ("global_sentinel_reuse", detect_global_sentinel_reuse),
+    ("closure_state_reuse", detect_closure_state_reuse),
+    ("runpy_execution", detect_runpy_execution),
 ]
 
 VALID_RULE_OUTCOMES = {AUTO_FILTER, SUSPICIOUS_ONLY, TELEMETRY_ONLY}