feat: compaction prompt configurable (#5959)

```
 codex -c compact_prompt="Summarize in bullet points"
 ```

codex-rs/app-server-protocol/src/protocol.rs

@@ -321,6 +321,10 @@ pub struct NewConversationParams {
     #[serde(skip_serializing_if = "Option::is_none")]
     pub base_instructions: Option<String>,
 
+    /// Prompt used during conversation compaction.
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub compact_prompt: Option<String>,
+
     /// Whether to include the apply patch tool in the conversation.
     #[serde(skip_serializing_if = "Option::is_none")]
     pub include_apply_patch_tool: Option<bool>,
@@ -1125,6 +1129,7 @@ mod tests {
                 sandbox: None,
                 config: None,
                 base_instructions: None,
+                compact_prompt: None,
                 include_apply_patch_tool: None,
             },
         };

codex-rs/app-server/src/codex_message_processor.rs

@@ -1760,6 +1760,7 @@ async fn derive_config_from_params(
         sandbox: sandbox_mode,
         config: cli_overrides,
         base_instructions,
+        compact_prompt,
         include_apply_patch_tool,
     } = params;
     let overrides = ConfigOverrides {
@@ -1772,6 +1773,7 @@ async fn derive_config_from_params(
         model_provider,
         codex_linux_sandbox_exe,
         base_instructions,
+        compact_prompt,
         include_apply_patch_tool,
         include_view_image_tool: None,
         show_raw_agent_reasoning: None,

codex-rs/core/src/codex.rs

@@ -173,6 +173,7 @@ impl Codex {
             model_reasoning_summary: config.model_reasoning_summary,
             user_instructions,
             base_instructions: config.base_instructions.clone(),
+            compact_prompt: config.compact_prompt.clone(),
             approval_policy: config.approval_policy,
             sandbox_policy: config.sandbox_policy.clone(),
             cwd: config.cwd.clone(),
@@ -265,6 +266,7 @@ pub(crate) struct TurnContext {
     /// instead of `std::env::current_dir()`.
     pub(crate) cwd: PathBuf,
     pub(crate) base_instructions: Option<String>,
+    pub(crate) compact_prompt: Option<String>,
     pub(crate) user_instructions: Option<String>,
     pub(crate) approval_policy: AskForApproval,
     pub(crate) sandbox_policy: SandboxPolicy,
@@ -281,6 +283,12 @@ impl TurnContext {
             .map(PathBuf::from)
             .map_or_else(|| self.cwd.clone(), |p| self.cwd.join(p))
     }
+
+    pub(crate) fn compact_prompt(&self) -> &str {
+        self.compact_prompt
+            .as_deref()
+            .unwrap_or(compact::SUMMARIZATION_PROMPT)
+    }
 }
 
 #[allow(dead_code)]
@@ -301,6 +309,9 @@ pub(crate) struct SessionConfiguration {
     /// Base instructions override.
     base_instructions: Option<String>,
 
+    /// Compact prompt override.
+    compact_prompt: Option<String>,
+
     /// When to escalate for approval for execution
     approval_policy: AskForApproval,
     /// How to sandbox commands executed in the system
@@ -407,6 +418,7 @@ impl Session {
             client,
             cwd: session_configuration.cwd.clone(),
             base_instructions: session_configuration.base_instructions.clone(),
+            compact_prompt: session_configuration.compact_prompt.clone(),
             user_instructions: session_configuration.user_instructions.clone(),
             approval_policy: session_configuration.approval_policy,
             sandbox_policy: session_configuration.sandbox_policy.clone(),
@@ -1313,7 +1325,7 @@ mod handlers {
     use crate::codex::Session;
     use crate::codex::SessionSettingsUpdate;
     use crate::codex::TurnContext;
-    use crate::codex::compact;
+
     use crate::codex::spawn_review_thread;
     use crate::config::Config;
     use crate::mcp::auth::compute_auth_statuses;
@@ -1540,7 +1552,7 @@ mod handlers {
         // Attempt to inject input into current task
         if let Err(items) = sess
             .inject_input(vec![UserInput::Text {
-                text: compact::SUMMARIZATION_PROMPT.to_string(),
+                text: turn_context.compact_prompt().to_string(),
             }])
             .await
         {
@@ -1664,6 +1676,7 @@ async fn spawn_review_thread(
         tools_config,
         user_instructions: None,
         base_instructions: Some(base_instructions.clone()),
+        compact_prompt: parent_turn_context.compact_prompt.clone(),
         approval_policy: parent_turn_context.approval_policy,
         sandbox_policy: parent_turn_context.sandbox_policy.clone(),
         shell_environment_policy: parent_turn_context.shell_environment_policy.clone(),
@@ -2500,6 +2513,7 @@ mod tests {
             model_reasoning_summary: config.model_reasoning_summary,
             user_instructions: config.user_instructions.clone(),
             base_instructions: config.base_instructions.clone(),
+            compact_prompt: config.compact_prompt.clone(),
             approval_policy: config.approval_policy,
             sandbox_policy: config.sandbox_policy.clone(),
             cwd: config.cwd.clone(),
@@ -2574,6 +2588,7 @@ mod tests {
             model_reasoning_summary: config.model_reasoning_summary,
             user_instructions: config.user_instructions.clone(),
             base_instructions: config.base_instructions.clone(),
+            compact_prompt: config.compact_prompt.clone(),
             approval_policy: config.approval_policy,
             sandbox_policy: config.sandbox_policy.clone(),
             cwd: config.cwd.clone(),

codex-rs/core/src/codex/compact.rs

@@ -39,9 +39,8 @@ pub(crate) async fn run_inline_auto_compact_task(
     sess: Arc<Session>,
     turn_context: Arc<TurnContext>,
 ) {
-    let input = vec![UserInput::Text {
-        text: SUMMARIZATION_PROMPT.to_string(),
-    }];
+    let prompt = turn_context.compact_prompt().to_string();
+    let input = vec![UserInput::Text { text: prompt }];
     run_compact_task_inner(sess, turn_context, input).await;
 }
 

codex-rs/core/src/config/mod.rs

@@ -128,6 +128,9 @@ pub struct Config {
     /// Base instructions override.
     pub base_instructions: Option<String>,
 
+    /// Compact prompt override.
+    pub compact_prompt: Option<String>,
+
     /// Optional external notifier command. When set, Codex will spawn this
     /// program after each completed *turn* (i.e. when the agent finishes
     /// processing a user submission). The value must be the full command
@@ -540,6 +543,8 @@ pub struct ConfigToml {
 
     /// System instructions.
     pub instructions: Option<String>,
+    /// Compact prompt used for history compaction.
+    pub compact_prompt: Option<String>,
 
     /// When set, restricts ChatGPT login to a specific workspace identifier.
     #[serde(default)]
@@ -644,6 +649,7 @@ pub struct ConfigToml {
 
     /// Legacy, now use features
     pub experimental_instructions_file: Option<PathBuf>,
+    pub experimental_compact_prompt_file: Option<PathBuf>,
     pub experimental_use_exec_command_tool: Option<bool>,
     pub experimental_use_unified_exec_tool: Option<bool>,
     pub experimental_use_rmcp_client: Option<bool>,
@@ -824,6 +830,7 @@ pub struct ConfigOverrides {
     pub config_profile: Option<String>,
     pub codex_linux_sandbox_exe: Option<PathBuf>,
     pub base_instructions: Option<String>,
+    pub compact_prompt: Option<String>,
     pub include_apply_patch_tool: Option<bool>,
     pub include_view_image_tool: Option<bool>,
     pub show_raw_agent_reasoning: Option<bool>,
@@ -854,6 +861,7 @@ impl Config {
             config_profile: config_profile_key,
             codex_linux_sandbox_exe,
             base_instructions,
+            compact_prompt,
             include_apply_patch_tool: include_apply_patch_tool_override,
             include_view_image_tool: include_view_image_tool_override,
             show_raw_agent_reasoning,
@@ -1030,6 +1038,15 @@ impl Config {
                 .and_then(|info| info.auto_compact_token_limit)
         });
 
+        let compact_prompt = compact_prompt.or(cfg.compact_prompt).and_then(|value| {
+            let trimmed = value.trim();
+            if trimmed.is_empty() {
+                None
+            } else {
+                Some(trimmed.to_string())
+            }
+        });
+
         // Load base instructions override from a file if specified. If the
         // path is relative, resolve it against the effective cwd so the
         // behaviour matches other path-like config values.
@@ -1037,10 +1054,24 @@ impl Config {
             .experimental_instructions_file
             .as_ref()
             .or(cfg.experimental_instructions_file.as_ref());
-        let file_base_instructions =
-            Self::get_base_instructions(experimental_instructions_path, &resolved_cwd)?;
+        let file_base_instructions = Self::load_override_from_file(
+            experimental_instructions_path,
+            &resolved_cwd,
+            "experimental instructions file",
+        )?;
         let base_instructions = base_instructions.or(file_base_instructions);
 
+        let experimental_compact_prompt_path = config_profile
+            .experimental_compact_prompt_file
+            .as_ref()
+            .or(cfg.experimental_compact_prompt_file.as_ref());
+        let file_compact_prompt = Self::load_override_from_file(
+            experimental_compact_prompt_path,
+            &resolved_cwd,
+            "experimental compact prompt file",
+        )?;
+        let compact_prompt = compact_prompt.or(file_compact_prompt);
+
         // Default review model when not set in config; allow CLI override to take precedence.
         let review_model = override_review_model
             .or(cfg.review_model)
@@ -1064,6 +1095,7 @@ impl Config {
             notify: cfg.notify,
             user_instructions,
             base_instructions,
+            compact_prompt,
             // The config.toml omits "_mode" because it's a config file. However, "_mode"
             // is important in code to differentiate the mode from the store implementation.
             cli_auth_credentials_store_mode: cfg.cli_auth_credentials_store.unwrap_or_default(),
@@ -1160,18 +1192,15 @@ impl Config {
         None
     }
 
-    fn get_base_instructions(
+    fn load_override_from_file(
         path: Option<&PathBuf>,
         cwd: &Path,
+        description: &str,
     ) -> std::io::Result<Option<String>> {
-        let p = match path.as_ref() {
-            None => return Ok(None),
-            Some(p) => p,
+        let Some(p) = path else {
+            return Ok(None);
         };
 
-        // Resolve relative paths against the provided cwd to make CLI
-        // overrides consistent regardless of where the process was launched
-        // from.
         let full_path = if p.is_relative() {
             cwd.join(p)
         } else {
@@ -1181,10 +1210,7 @@ impl Config {
         let contents = std::fs::read_to_string(&full_path).map_err(|e| {
             std::io::Error::new(
                 e.kind(),
-                format!(
-                    "failed to read experimental instructions file {}: {e}",
-                    full_path.display()
-                ),
+                format!("failed to read {description} {}: {e}", full_path.display()),
             )
         })?;
 
@@ -1192,10 +1218,7 @@ impl Config {
         if s.is_empty() {
             Err(std::io::Error::new(
                 std::io::ErrorKind::InvalidData,
-                format!(
-                    "experimental instructions file is empty: {}",
-                    full_path.display()
-                ),
+                format!("{description} is empty: {}", full_path.display()),
             ))
         } else {
             Ok(Some(s))
@@ -2653,6 +2676,61 @@ model = "gpt-5-codex"
         }
     }
 
+    #[test]
+    fn cli_override_sets_compact_prompt() -> std::io::Result<()> {
+        let codex_home = TempDir::new()?;
+        let overrides = ConfigOverrides {
+            compact_prompt: Some("Use the compact override".to_string()),
+            ..Default::default()
+        };
+
+        let config = Config::load_from_base_config_with_overrides(
+            ConfigToml::default(),
+            overrides,
+            codex_home.path().to_path_buf(),
+        )?;
+
+        assert_eq!(
+            config.compact_prompt.as_deref(),
+            Some("Use the compact override")
+        );
+
+        Ok(())
+    }
+
+    #[test]
+    fn loads_compact_prompt_from_file() -> std::io::Result<()> {
+        let codex_home = TempDir::new()?;
+        let workspace = codex_home.path().join("workspace");
+        std::fs::create_dir_all(&workspace)?;
+
+        let prompt_path = workspace.join("compact_prompt.txt");
+        std::fs::write(&prompt_path, "  summarize differently  ")?;
+
+        let cfg = ConfigToml {
+            experimental_compact_prompt_file: Some(PathBuf::from("compact_prompt.txt")),
+            ..Default::default()
+        };
+
+        let overrides = ConfigOverrides {
+            cwd: Some(workspace),
+            ..Default::default()
+        };
+
+        let config = Config::load_from_base_config_with_overrides(
+            cfg,
+            overrides,
+            codex_home.path().to_path_buf(),
+        )?;
+
+        assert_eq!(
+            config.compact_prompt.as_deref(),
+            Some("summarize differently")
+        );
+
+        Ok(())
+    }
+
     fn create_test_fixture() -> std::io::Result<PrecedenceTestFixture> {
         let toml = r#"
 model = "o3"
@@ -2808,6 +2886,7 @@ model_verbosity = "high"
                 model_verbosity: None,
                 chatgpt_base_url: "https://chatgpt.com/backend-api/".to_string(),
                 base_instructions: None,
+                compact_prompt: None,
                 forced_chatgpt_workspace_id: None,
                 forced_login_method: None,
                 include_apply_patch_tool: false,
@@ -2879,6 +2958,7 @@ model_verbosity = "high"
             model_verbosity: None,
             chatgpt_base_url: "https://chatgpt.com/backend-api/".to_string(),
             base_instructions: None,
+            compact_prompt: None,
             forced_chatgpt_workspace_id: None,
             forced_login_method: None,
             include_apply_patch_tool: false,
@@ -2965,6 +3045,7 @@ model_verbosity = "high"
             model_verbosity: None,
             chatgpt_base_url: "https://chatgpt.com/backend-api/".to_string(),
             base_instructions: None,
+            compact_prompt: None,
             forced_chatgpt_workspace_id: None,
             forced_login_method: None,
             include_apply_patch_tool: false,
@@ -3037,6 +3118,7 @@ model_verbosity = "high"
             model_verbosity: Some(Verbosity::High),
             chatgpt_base_url: "https://chatgpt.com/backend-api/".to_string(),
             base_instructions: None,
+            compact_prompt: None,
             forced_chatgpt_workspace_id: None,
             forced_login_method: None,
             include_apply_patch_tool: false,

codex-rs/core/src/config/profile.rs

@@ -22,6 +22,7 @@ pub struct ConfigProfile {
     pub model_verbosity: Option<Verbosity>,
     pub chatgpt_base_url: Option<String>,
     pub experimental_instructions_file: Option<PathBuf>,
+    pub experimental_compact_prompt_file: Option<PathBuf>,
     pub include_apply_patch_tool: Option<bool>,
     pub include_view_image_tool: Option<bool>,
     pub experimental_use_unified_exec_tool: Option<bool>,

codex-rs/core/tests/suite/compact.rs

@@ -261,6 +261,65 @@ async fn summarize_context_three_requests_and_instructions() {
     );
 }
 
+#[tokio::test(flavor = "multi_thread", worker_threads = 2)]
+async fn manual_compact_uses_custom_prompt() {
+    skip_if_no_network!();
+
+    let server = start_mock_server().await;
+    let sse_stream = sse(vec![ev_completed("r1")]);
+    mount_sse_once(&server, sse_stream).await;
+
+    let custom_prompt = "Use this compact prompt instead";
+
+    let model_provider = ModelProviderInfo {
+        base_url: Some(format!("{}/v1", server.uri())),
+        ..built_in_model_providers()["openai"].clone()
+    };
+    let home = TempDir::new().unwrap();
+    let mut config = load_default_config_for_test(&home);
+    config.model_provider = model_provider;
+    config.compact_prompt = Some(custom_prompt.to_string());
+
+    let conversation_manager = ConversationManager::with_auth(CodexAuth::from_api_key("dummy"));
+    let codex = conversation_manager
+        .new_conversation(config)
+        .await
+        .expect("create conversation")
+        .conversation;
+
+    codex.submit(Op::Compact).await.expect("trigger compact");
+    wait_for_event(&codex, |ev| matches!(ev, EventMsg::TaskComplete(_))).await;
+
+    let requests = server.received_requests().await.expect("collect requests");
+    let body = requests
+        .iter()
+        .find_map(|req| req.body_json::<serde_json::Value>().ok())
+        .expect("summary request body");
+
+    let input = body
+        .get("input")
+        .and_then(|v| v.as_array())
+        .expect("input array");
+    let mut found_custom_prompt = false;
+    let mut found_default_prompt = false;
+
+    for item in input {
+        if item["type"].as_str() != Some("message") {
+            continue;
+        }
+        let text = item["content"][0]["text"].as_str().unwrap_or_default();
+        if text == custom_prompt {
+            found_custom_prompt = true;
+        }
+        if text == SUMMARIZATION_PROMPT {
+            found_default_prompt = true;
+        }
+    }
+
+    assert!(found_custom_prompt, "custom prompt should be injected");
+    assert!(!found_default_prompt, "default prompt should be replaced");
+}
+
 // Windows CI only: bump to 4 workers to prevent SSE/event starvation and test timeouts.
 #[cfg_attr(windows, tokio::test(flavor = "multi_thread", worker_threads = 4))]
 #[cfg_attr(not(windows), tokio::test(flavor = "multi_thread", worker_threads = 2))]

codex-rs/docs/codex_mcp_interface.md

@@ -61,6 +61,7 @@ Request `newConversation` params (subset):
 - `sandbox`: `read-only` | `workspace-write` | `danger-full-access`
 - `config`: map of additional config overrides
 - `baseInstructions`: optional instruction override
+- `compactPrompt`: optional replacement for the default compaction prompt
 - `includePlanTool` / `includeApplyPatchTool`: booleans
 
 Response: `{ conversationId, model, reasoningEffort?, rolloutPath }`

codex-rs/exec/src/lib.rs

@@ -174,6 +174,7 @@ pub async fn run_main(cli: Cli, codex_linux_sandbox_exe: Option<PathBuf>) -> any
         model_provider,
         codex_linux_sandbox_exe,
         base_instructions: None,
+        compact_prompt: None,
         include_apply_patch_tool: None,
         include_view_image_tool: None,
         show_raw_agent_reasoning: oss.then_some(true),

codex-rs/mcp-server/src/codex_tool_config.rs

@@ -49,6 +49,10 @@ pub struct CodexToolCallParam {
     /// The set of instructions to use instead of the default ones.
     #[serde(default, skip_serializing_if = "Option::is_none")]
     pub base_instructions: Option<String>,
+
+    /// Prompt used when compacting the conversation.
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub compact_prompt: Option<String>,
 }
 
 /// Custom enum mirroring [`AskForApproval`], but has an extra dependency on
@@ -141,6 +145,7 @@ impl CodexToolCallParam {
             sandbox,
             config: cli_overrides,
             base_instructions,
+            compact_prompt,
         } = self;
 
         // Build the `ConfigOverrides` recognized by codex-core.
@@ -154,6 +159,7 @@ impl CodexToolCallParam {
             model_provider: None,
             codex_linux_sandbox_exe,
             base_instructions,
+            compact_prompt,
             include_apply_patch_tool: None,
             include_view_image_tool: None,
             show_raw_agent_reasoning: None,
@@ -288,6 +294,10 @@ mod tests {
                 "description": "The set of instructions to use instead of the default ones.",
                 "type": "string"
               },
+              "compact-prompt": {
+                "description": "Prompt used when compacting the conversation.",
+                "type": "string"
+              },
             },
             "required": [
               "prompt"

codex-rs/tui/src/lib.rs

@@ -144,6 +144,7 @@ pub async fn run_main(
         config_profile: cli.config_profile.clone(),
         codex_linux_sandbox_exe,
         base_instructions: None,
+        compact_prompt: None,
         include_apply_patch_tool: None,
         include_view_image_tool: None,
         show_raw_agent_reasoning: cli.oss.then_some(true),