diff --git a/codex-rs/core/src/guardian/review.rs b/codex-rs/core/src/guardian/review.rs
index e606c01d09..0ab61056b0 100644
--- a/codex-rs/core/src/guardian/review.rs
+++ b/codex-rs/core/src/guardian/review.rs
@@ -737,11 +737,20 @@ pub(super) async fn guardian_review_session_config(
         )
     };
 
+    let guardian_model_info = session
+        .services
+        .models_manager
+        .get_model_info(
+            guardian_model.as_str(),
+            &turn.config.to_models_manager_config(),
+        )
+        .await;
     let spawn_config = build_guardian_review_session_config(
         turn.config.as_ref(),
         live_network_config,
         guardian_model.as_str(),
         guardian_reasoning_effort.clone(),
+        guardian_model_info.model_messages.as_ref(),
     )?;
     Ok(GuardianReviewSessionConfig {
         spawn_config,
diff --git a/codex-rs/core/src/guardian/review_session.rs b/codex-rs/core/src/guardian/review_session.rs
index de56de41a6..02136f2e2e 100644
--- a/codex-rs/core/src/guardian/review_session.rs
+++ b/codex-rs/core/src/guardian/review_session.rs
@@ -15,6 +15,7 @@ use codex_protocol::config_types::Personality;
 use codex_protocol::config_types::ReasoningSummary as ReasoningSummaryConfig;
 use codex_protocol::models::PermissionProfile;
 use codex_protocol::models::ResponseItem;
+use codex_protocol::openai_models::ModelMessages;
 use codex_protocol::openai_models::ReasoningEffort as ReasoningEffortConfig;
 use codex_protocol::protocol::AskForApproval;
 use codex_protocol::protocol::CodexErrorInfo;
@@ -995,6 +996,7 @@ pub(crate) fn build_guardian_review_session_config(
     live_network_config: Option<codex_network_proxy::NetworkProxyConfig>,
     active_model: &str,
     reasoning_effort: Option<codex_protocol::openai_models::ReasoningEffort>,
+    model_messages: Option<&ModelMessages>,
 ) -> anyhow::Result<Config> {
     let mut guardian_config = parent_config.clone();
     guardian_config.model = Some(active_model.to_string());
@@ -1004,10 +1006,14 @@ pub(crate) fn build_guardian_review_session_config(
     guardian_config.include_skill_instructions = false;
     guardian_config.memories.use_memories = false;
     guardian_config.memories.dedicated_tools = false;
+    let catalog_policy = model_messages
+        .and_then(|messages| messages.auto_review.as_ref())
+        .and_then(|messages| messages.policy.as_deref());
     guardian_config.base_instructions = Some(
         parent_config
             .guardian_policy_config
             .as_deref()
+            .or(catalog_policy)
             .map(guardian_policy_prompt_with_config)
             .unwrap_or_else(guardian_policy_prompt),
     );
@@ -1124,6 +1130,7 @@ async fn interrupt_and_drain_turn(codex: &Codex, expected_turn_id: &str) -> anyh
 #[cfg(test)]
 mod tests {
     use super::*;
+    use codex_protocol::openai_models::AutoReviewMessages;
     use codex_protocol::protocol::AgentStatus;
     use codex_protocol::protocol::ErrorEvent;
     use codex_protocol::protocol::Submission;
@@ -1211,6 +1218,7 @@ mod tests {
             /*live_network_config*/ None,
             model.as_str(),
             reasoning_effort.clone(),
+            /*model_messages*/ None,
         )
         .expect("guardian config");
 
@@ -1249,6 +1257,7 @@ mod tests {
             /*live_network_config*/ None,
             "active-model",
             /*reasoning_effort*/ None,
+            /*model_messages*/ None,
         )
         .expect("cached guardian config");
         let cached_reuse_key = GuardianReviewSessionReuseKey::from_spawn_config(
@@ -1264,6 +1273,7 @@ mod tests {
             /*live_network_config*/ None,
             "active-model",
             /*reasoning_effort*/ None,
+            /*model_messages*/ None,
         )
         .expect("next guardian config");
         let next_reuse_key = GuardianReviewSessionReuseKey::from_spawn_config(
@@ -1329,6 +1339,7 @@ mod tests {
             /*live_network_config*/ None,
             "active-model",
             /*reasoning_effort*/ None,
+            /*model_messages*/ None,
         )
         .expect("cached guardian config");
         let cached_reuse_key = GuardianReviewSessionReuseKey::from_spawn_config(
@@ -1344,6 +1355,7 @@ mod tests {
             /*live_network_config*/ None,
             "active-model",
             /*reasoning_effort*/ None,
+            /*model_messages*/ None,
         )
         .expect("next guardian config");
         let next_reuse_key = GuardianReviewSessionReuseKey::from_spawn_config(
@@ -1367,6 +1379,7 @@ mod tests {
             /*live_network_config*/ None,
             "active-model",
             /*reasoning_effort*/ None,
+            /*model_messages*/ None,
         )
         .expect("guardian config");
 
@@ -1383,12 +1396,73 @@ mod tests {
             /*live_network_config*/ None,
             "active-model",
             /*reasoning_effort*/ None,
+            /*model_messages*/ None,
         )
         .expect("guardian config");
 
         assert!(!guardian_config.include_skill_instructions);
     }
 
+    #[tokio::test]
+    async fn guardian_review_session_config_prefers_managed_policy_over_catalog_policy() {
+        let mut parent_config = crate::config::test_config().await;
+        let managed_policy = "Use the managed Guardian policy.";
+        parent_config.guardian_policy_config = Some(managed_policy.to_string());
+        let model_messages = ModelMessages {
+            instructions_template: None,
+            instructions_variables: None,
+            approvals: None,
+            auto_review: Some(AutoReviewMessages {
+                policy: Some("Use the catalog Guardian policy.".to_string()),
+            }),
+        };
+
+        let guardian_config = build_guardian_review_session_config(
+            &parent_config,
+            /*live_network_config*/ None,
+            "active-model",
+            /*reasoning_effort*/ None,
+            Some(&model_messages),
+        )
+        .expect("guardian config");
+
+        assert_eq!(
+            guardian_config.base_instructions,
+            Some(guardian_policy_prompt_with_config(managed_policy))
+        );
+    }
+
+    #[tokio::test]
+    async fn guardian_review_session_config_preserves_explicit_empty_catalog_policy() {
+        let parent_config = crate::config::test_config().await;
+        let model_messages = ModelMessages {
+            instructions_template: None,
+            instructions_variables: None,
+            approvals: None,
+            auto_review: Some(AutoReviewMessages {
+                policy: Some(String::new()),
+            }),
+        };
+
+        let guardian_config = build_guardian_review_session_config(
+            &parent_config,
+            /*live_network_config*/ None,
+            "active-model",
+            /*reasoning_effort*/ None,
+            Some(&model_messages),
+        )
+        .expect("guardian config");
+
+        assert_eq!(
+            guardian_config.base_instructions,
+            Some(guardian_policy_prompt_with_config(""))
+        );
+        assert_ne!(
+            guardian_config.base_instructions,
+            Some(guardian_policy_prompt())
+        );
+    }
+
     #[tokio::test(flavor = "current_thread")]
     async fn run_before_review_deadline_times_out_before_future_completes() {
         let outcome = run_before_review_deadline(
diff --git a/codex-rs/core/src/guardian/tests.rs b/codex-rs/core/src/guardian/tests.rs
index 7dc4d8544e..349a4f59ed 100644
--- a/codex-rs/core/src/guardian/tests.rs
+++ b/codex-rs/core/src/guardian/tests.rs
@@ -2896,6 +2896,7 @@ async fn guardian_review_session_config_preserves_parent_network_proxy() {
         /*live_network_config*/ None,
         "parent-active-model",
         Some(codex_protocol::openai_models::ReasoningEffort::Low),
+        /*model_messages*/ None,
     )
     .expect("guardian config");
 
@@ -2929,6 +2930,7 @@ async fn guardian_review_session_config_clears_parent_developer_instructions() {
         /*live_network_config*/ None,
         "active-model",
         /*reasoning_effort*/ None,
+        /*model_messages*/ None,
     )
     .expect("guardian config");
 
@@ -2952,6 +2954,7 @@ async fn guardian_review_session_config_clears_legacy_notify() {
         /*live_network_config*/ None,
         "active-model",
         /*reasoning_effort*/ None,
+        /*model_messages*/ None,
     )
     .expect("guardian config");
 
@@ -2986,6 +2989,7 @@ async fn guardian_review_session_config_uses_live_network_proxy_state() {
         Some(live_network.clone()),
         "active-model",
         /*reasoning_effort*/ None,
+        /*model_messages*/ None,
     )
     .expect("guardian config");
 
@@ -3028,6 +3032,7 @@ async fn guardian_review_session_config_disables_mcp_apps_plugins_and_memories()
         /*live_network_config*/ None,
         "active-model",
         /*reasoning_effort*/ None,
+        /*model_messages*/ None,
     )
     .expect("guardian config");
 
@@ -3058,6 +3063,7 @@ async fn guardian_review_session_config_allows_pinned_disabled_feature() {
         /*live_network_config*/ None,
         "active-model",
         /*reasoning_effort*/ None,
+        /*model_messages*/ None,
     )
     .expect("guardian config should continue when a disabled feature is pinned on");
 
@@ -3076,6 +3082,7 @@ async fn guardian_review_session_config_uses_parent_active_model_instead_of_hard
         /*live_network_config*/ None,
         "active-model",
         /*reasoning_effort*/ None,
+        /*model_messages*/ None,
     )
     .expect("guardian config");
 
@@ -3094,6 +3101,7 @@ async fn guardian_review_session_config_keeps_bedrock_provider_for_bedrock_gpt_5
         /*live_network_config*/ None,
         AMAZON_BEDROCK_GPT_5_4_MODEL_ID,
         Some(ReasoningEffort::Low),
+        /*model_messages*/ None,
     )
     .expect("guardian config");
 
@@ -3148,6 +3156,7 @@ async fn guardian_review_session_config_uses_requirements_guardian_policy_config
         /*live_network_config*/ None,
         "active-model",
         /*reasoning_effort*/ None,
+        /*model_messages*/ None,
     )
     .expect("guardian config");
 
@@ -3186,6 +3195,7 @@ async fn guardian_review_session_config_uses_default_guardian_policy_without_req
         /*live_network_config*/ None,
         "active-model",
         /*reasoning_effort*/ None,
+        /*model_messages*/ None,
     )
     .expect("guardian config");
 
diff --git a/codex-rs/core/tests/suite/guardian_review.rs b/codex-rs/core/tests/suite/guardian_review.rs
index 383954b816..b8d79a2cf0 100644
--- a/codex-rs/core/tests/suite/guardian_review.rs
+++ b/codex-rs/core/tests/suite/guardian_review.rs
@@ -4,6 +4,8 @@ use anyhow::Result;
 use codex_core::config::Constrained;
 use codex_core::sandboxing::SandboxPermissions;
 use codex_protocol::config_types::ApprovalsReviewer;
+use codex_protocol::openai_models::AutoReviewMessages;
+use codex_protocol::openai_models::ModelsResponse;
 use codex_protocol::protocol::AskForApproval;
 use codex_protocol::protocol::EventMsg;
 use codex_protocol::protocol::Op;
@@ -36,6 +38,20 @@ use tempfile::TempDir;
 async fn guardian_session_prewarms_and_is_reused_for_first_review() -> Result<()> {
     skip_if_no_network!(Ok(()));
 
+    let catalog_policy = "Use the catalog-provided Guardian policy.";
+    let mut review_model = codex_models_manager::bundled_models_response()?
+        .models
+        .into_iter()
+        .find(|model| model.slug == "codex-auto-review")
+        .expect("bundled auto-review model");
+    let model_messages = review_model
+        .model_messages
+        .as_mut()
+        .expect("auto-review model messages");
+    model_messages.auto_review = Some(AutoReviewMessages {
+        policy: Some(catalog_policy.to_string()),
+    });
+
     let tool_args = json!({
         "cmd": "true",
         "sandbox_permissions": SandboxPermissions::RequireEscalated,
@@ -56,7 +72,10 @@ async fn guardian_session_prewarms_and_is_reused_for_first_review() -> Result<()
         ]],
     ])
     .await;
-    let mut builder = test_codex().with_config(|config| {
+    let mut builder = test_codex().with_config(move |config| {
+        config.model_catalog = Some(ModelsResponse {
+            models: vec![review_model],
+        });
         config.permissions.approval_policy = Constrained::allow_any(AskForApproval::OnRequest);
         config.approvals_reviewer = ApprovalsReviewer::AutoReview;
     });
@@ -77,6 +96,11 @@ async fn guardian_session_prewarms_and_is_reused_for_first_review() -> Result<()
         })
         .expect("guardian startup prewarm request");
     assert_eq!(guardian_prewarm["generate"].as_bool(), Some(false));
+    assert!(
+        guardian_prewarm["instructions"]
+            .as_str()
+            .is_some_and(|instructions| instructions.contains(catalog_policy))
+    );
     let guardian_thread_id = guardian_prewarm["client_metadata"]["thread_id"]
         .as_str()
         .expect("guardian thread id");
diff --git a/codex-rs/core/tests/suite/permissions_messages.rs b/codex-rs/core/tests/suite/permissions_messages.rs
index 7f42ba893c..6503c0407f 100644
--- a/codex-rs/core/tests/suite/permissions_messages.rs
+++ b/codex-rs/core/tests/suite/permissions_messages.rs
@@ -51,6 +51,7 @@ fn model_with_approval_messages(
             on_request: Some(on_request.to_string()),
             on_request_auto_review: Some(on_request_auto_review.to_string()),
         }),
+        auto_review: None,
     });
     model
 }
diff --git a/codex-rs/core/tests/suite/personality.rs b/codex-rs/core/tests/suite/personality.rs
index a493a8be07..a979f7de41 100644
--- a/codex-rs/core/tests/suite/personality.rs
+++ b/codex-rs/core/tests/suite/personality.rs
@@ -564,6 +564,7 @@ async fn remote_model_friendly_personality_instructions_with_feature() -> anyhow
                 personality_pragmatic: Some("Pragmatic variant".to_string()),
             }),
             approvals: None,
+            auto_review: None,
         }),
         include_skills_usage_instructions: false,
         supports_reasoning_summaries: false,
@@ -681,6 +682,7 @@ async fn user_turn_personality_remote_model_template_includes_update_message() -
                 personality_pragmatic: Some(remote_pragmatic_message.to_string()),
             }),
             approvals: None,
+            auto_review: None,
         }),
         include_skills_usage_instructions: false,
         supports_reasoning_summaries: false,
diff --git a/codex-rs/models-manager/src/model_info.rs b/codex-rs/models-manager/src/model_info.rs
index 75d333efe3..2e48eff34f 100644
--- a/codex-rs/models-manager/src/model_info.rs
+++ b/codex-rs/models-manager/src/model_info.rs
@@ -66,7 +66,7 @@ fn clear_instruction_messages(model: &mut ModelInfo) {
     if let Some(model_messages) = &mut model.model_messages {
         model_messages.instructions_template = None;
         model_messages.instructions_variables = None;
-        if model_messages.approvals.is_none() {
+        if model_messages.approvals.is_none() && model_messages.auto_review.is_none() {
             model.model_messages = None;
         }
     }
@@ -130,6 +130,7 @@ fn local_personality_messages_for_slug(slug: &str) -> Option<ModelMessages> {
                 personality_pragmatic: Some(LOCAL_PRAGMATIC_TEMPLATE.to_string()),
             }),
             approvals: None,
+            auto_review: None,
         }),
         _ => None,
     }
diff --git a/codex-rs/models-manager/src/model_info_tests.rs b/codex-rs/models-manager/src/model_info_tests.rs
index 2240f0a391..4576ef2363 100644
--- a/codex-rs/models-manager/src/model_info_tests.rs
+++ b/codex-rs/models-manager/src/model_info_tests.rs
@@ -1,6 +1,7 @@
 use super::*;
 use crate::ModelsManagerConfig;
 use codex_protocol::openai_models::ApprovalMessages;
+use codex_protocol::openai_models::AutoReviewMessages;
 use pretty_assertions::assert_eq;
 
 #[test]
@@ -60,6 +61,7 @@ fn base_instruction_override_preserves_catalog_approval_messages() {
             personality_pragmatic: Some("pragmatic".to_string()),
         }),
         approvals: Some(approvals.clone()),
+        auto_review: None,
     });
     let config = ModelsManagerConfig {
         base_instructions: Some("override".to_string()),
@@ -74,6 +76,7 @@ fn base_instruction_override_preserves_catalog_approval_messages() {
             instructions_template: None,
             instructions_variables: None,
             approvals: Some(approvals),
+            auto_review: None,
         })
     );
 }
@@ -89,6 +92,7 @@ fn disabled_personality_preserves_catalog_approval_messages() {
         instructions_template: Some("template".to_string()),
         instructions_variables: None,
         approvals: Some(approvals.clone()),
+        auto_review: None,
     });
     let config = ModelsManagerConfig {
         personality_enabled: false,
@@ -103,6 +107,37 @@ fn disabled_personality_preserves_catalog_approval_messages() {
             instructions_template: None,
             instructions_variables: None,
             approvals: Some(approvals),
+            auto_review: None,
+        })
+    );
+}
+
+#[test]
+fn base_instruction_override_preserves_catalog_auto_review_messages() {
+    let mut model = model_info_from_slug("unknown-model");
+    let auto_review = AutoReviewMessages {
+        policy: Some("review policy".to_string()),
+    };
+    model.model_messages = Some(ModelMessages {
+        instructions_template: Some("template".to_string()),
+        instructions_variables: None,
+        approvals: None,
+        auto_review: Some(auto_review.clone()),
+    });
+    let config = ModelsManagerConfig {
+        base_instructions: Some("override".to_string()),
+        ..Default::default()
+    };
+
+    let updated = with_config_overrides(model, &config);
+
+    assert_eq!(
+        updated.model_messages,
+        Some(ModelMessages {
+            instructions_template: None,
+            instructions_variables: None,
+            approvals: None,
+            auto_review: Some(auto_review),
         })
     );
 }
diff --git a/codex-rs/protocol/src/openai_models.rs b/codex-rs/protocol/src/openai_models.rs
index 7e7c637aa0..f54e328b86 100644
--- a/codex-rs/protocol/src/openai_models.rs
+++ b/codex-rs/protocol/src/openai_models.rs
@@ -486,6 +486,7 @@ pub struct ModelMessages {
     pub instructions_template: Option<String>,
     pub instructions_variables: Option<ModelInstructionsVariables>,
     pub approvals: Option<ApprovalMessages>,
+    pub auto_review: Option<AutoReviewMessages>,
 }
 
 #[derive(Debug, Serialize, Deserialize, Clone, PartialEq, Eq, TS, JsonSchema)]
@@ -494,6 +495,11 @@ pub struct ApprovalMessages {
     pub on_request_auto_review: Option<String>,
 }
 
+#[derive(Debug, Serialize, Deserialize, Clone, PartialEq, Eq, TS, JsonSchema)]
+pub struct AutoReviewMessages {
+    pub policy: Option<String>,
+}
+
 impl ModelMessages {
     fn has_personality_placeholder(&self) -> bool {
         self.instructions_template
@@ -814,6 +820,7 @@ mod tests {
             instructions_template: Some("Hello {{ personality }}".to_string()),
             instructions_variables: Some(personality_variables()),
             approvals: None,
+            auto_review: None,
         }));
 
         let instructions = model.get_model_instructions(Some(Personality::Friendly));
@@ -831,6 +838,7 @@ mod tests {
                 personality_pragmatic: None,
             }),
             approvals: None,
+            auto_review: None,
         }));
         assert_eq!(
             model.get_model_instructions(Some(Personality::Friendly)),
@@ -857,6 +865,7 @@ mod tests {
                 personality_pragmatic: None,
             }),
             approvals: None,
+            auto_review: None,
         }));
         assert_eq!(
             model_no_personality.get_model_instructions(Some(Personality::Friendly)),
@@ -886,6 +895,7 @@ mod tests {
                 personality_pragmatic: None,
             }),
             approvals: None,
+            auto_review: None,
         }));
 
         let instructions = model.get_model_instructions(Some(Personality::Friendly));