feat(ai): improve models.dev reasoning preset configuration

- refresh reasoning projections while editing explicit models.dev bindings
- warn when the active API format cannot reliably apply catalog presets
- add combined provider and model search with ranked multi-keyword matching
- streamline custom preset naming and hide internal preset IDs

Author: wsp1911

src/apps/cli/src/dispatch/runner.rs

@@ -221,6 +221,20 @@ pub(crate) fn process_alive(pid: u32) -> bool {
     };
     // SAFETY: signal 0 performs liveness/permission checking only.
     if unsafe { libc::kill(pid, 0) } == 0 {
+        #[cfg(target_os = "linux")]
+        {
+            // A zombie still answers to kill(0), but it has already exited and
+            // must not be treated as an authenticated leader for escalation.
+            if let Ok(stat) = std::fs::read_to_string(format!("/proc/{pid}/stat")) {
+                if stat
+                    .rsplit_once(") ")
+                    .and_then(|(_, fields)| fields.split_whitespace().next())
+                    == Some("Z")
+                {
+                    return false;
+                }
+            }
+        }
         return true;
     }
     matches!(

src/apps/desktop/src/api/commands.rs

@@ -5172,6 +5172,13 @@ pub async fn get_ai_model_catalog() -> Result<bitfun_core::AIModelCatalog, Strin
     bitfun_core::get_ai_model_catalog().await
 }
 
+#[tauri::command]
+pub async fn project_ai_model_reasoning_catalog(
+    request: bitfun_core_types::ReasoningCatalogProjectionRequest,
+) -> bitfun_core_types::ReasoningCatalogProjection {
+    bitfun_core::project_ai_model_reasoning_catalog(request).await
+}
+
 #[tauri::command]
 pub async fn get_models_dev_catalog_status() -> bitfun_core_types::ModelsDevCatalogStatus {
     bitfun_core::get_models_dev_catalog_status().await

src/apps/desktop/src/api/remote_workspace_policy.rs

@@ -525,6 +525,10 @@ pub const REMOTE_WORKSPACE_COMMAND_POLICIES: &[(&str, RemoteWorkspacePolicy)] =
         "get_ai_model_catalog",
         RemoteWorkspacePolicy::WorkspaceAgnostic,
     ),
+    (
+        "project_ai_model_reasoning_catalog",
+        RemoteWorkspacePolicy::WorkspaceAgnostic,
+    ),
     (
         "get_models_dev_catalog_status",
         RemoteWorkspacePolicy::LocalOnly,

src/apps/desktop/src/lib.rs

@@ -1604,6 +1604,7 @@ pub async fn run() {
             subscribe_config_updates,
             get_model_configs,
             get_ai_model_catalog,
+            project_ai_model_reasoning_catalog,
             get_models_dev_catalog_status,
             refresh_models_dev_catalog_now,
             reveal_models_dev_cache_directory,

src/crates/adapters/ai-adapters/src/models_dev.rs

@@ -567,6 +567,7 @@ pub fn project_reasoning_catalog_with_limit_and_auto_binding(
     };
 
     let mut descriptors = BTreeMap::<String, ReasoningPresetDescriptor>::new();
+    let mut unavailable_descriptors = BTreeMap::<String, ReasoningPresetDescriptor>::new();
     let mut has_unmapped_reasoning = false;
     if let Some((source_provider, source_model)) = source_match {
         if source_model.reasoning {
@@ -606,6 +607,37 @@ pub fn project_reasoning_catalog_with_limit_and_auto_binding(
                     | ModelsDevReasoningOption::Toggle
                     | ModelsDevReasoningOption::BudgetTokens { .. } => {
                         has_unmapped_reasoning = true;
+                        if matches!(binding, ReasoningCatalogBinding::ModelsDev { .. }) {
+                            let unavailable = match option {
+                                ModelsDevReasoningOption::Effort { values } => effort_descriptors(
+                                    values,
+                                    support.nullable_effort,
+                                    ReasoningPresetSource::ModelsDev,
+                                    source_provider,
+                                    &source_model.id,
+                                ),
+                                ModelsDevReasoningOption::Toggle => toggle_descriptors(
+                                    ReasoningPresetSource::ModelsDev,
+                                    source_provider,
+                                    &source_model.id,
+                                ),
+                                ModelsDevReasoningOption::BudgetTokens { min, max } => {
+                                    budget_descriptors(
+                                        *min,
+                                        *max,
+                                        source_model.output_limit,
+                                        effective_max_output_tokens,
+                                        provider,
+                                        ReasoningPresetSource::ModelsDev,
+                                        source_provider,
+                                        &source_model.id,
+                                    )
+                                }
+                            };
+                            for descriptor in unavailable {
+                                unavailable_descriptors.insert(descriptor.id.clone(), descriptor);
+                            }
+                        }
                         Vec::new()
                     }
                 };
@@ -673,12 +705,15 @@ pub fn project_reasoning_catalog_with_limit_and_auto_binding(
             }
             if preset.disabled {
                 descriptors.remove(preset_id);
+                unavailable_descriptors.remove(preset_id);
                 continue;
             }
             if preset.actions.is_empty() {
                 descriptors.remove(preset_id);
+                unavailable_descriptors.remove(preset_id);
                 continue;
             }
+            unavailable_descriptors.remove(preset_id);
             descriptors.insert(
                 preset_id.to_string(),
                 ReasoningPresetDescriptor {
@@ -704,6 +739,12 @@ pub fn project_reasoning_catalog_with_limit_and_auto_binding(
             .cmp(&right.order)
             .then_with(|| left.id.cmp(&right.id))
     });
+    let mut unavailable_presets = unavailable_descriptors.into_values().collect::<Vec<_>>();
+    unavailable_presets.sort_by(|left, right| {
+        left.order
+            .cmp(&right.order)
+            .then_with(|| left.id.cmp(&right.id))
+    });
     let status = if !presets.is_empty() {
         ReasoningCapabilityStatus::Known
     } else if matches!(binding, ReasoningCatalogBinding::Disabled) {
@@ -731,6 +772,7 @@ pub fn project_reasoning_catalog_with_limit_and_auto_binding(
         status,
         default_preset: default_preset.map(ToOwned::to_owned),
         presets,
+        unavailable_presets,
     }
 }
 
@@ -1193,7 +1235,9 @@ mod tests {
                 }},
                 "anthropic": {"models": {
                     "claude-sonnet-4-6": {"id":"claude-sonnet-4-6","reasoning":true,
-                        "reasoning_options":[{"type":"effort","values":["low","high"]},{"type":"budget_tokens","min":1024}]}
+                        "reasoning_options":[{"type":"effort","values":["low","high"]},{"type":"budget_tokens","min":1024}]},
+                    "claude-fable-5": {"id":"claude-fable-5","reasoning":true,
+                        "reasoning_options":{"type":"effort","values":["low","medium","high","xhigh","max"]}}
                 }},
                 "deepseek": {"models": {
                     "deepseek-v4-flash": {"id":"deepseek-v4-flash","reasoning":true,
@@ -1916,6 +1960,35 @@ mod tests {
         }));
     }
 
+    #[test]
+    fn explicit_anthropic_binding_reports_efforts_unavailable_to_openai_chat() {
+        let configured = ReasoningConfig {
+            catalog: ReasoningCatalogBinding::ModelsDev {
+                provider: "anthropic".to_string(),
+                model: "claude-fable-5".to_string(),
+            },
+            ..Default::default()
+        };
+        let projection = project_reasoning_catalog(
+            "openai",
+            "dummy-model",
+            "http://localhost:8000/v1/chat/completions",
+            Some(&configured),
+            Some(&catalog()),
+        );
+
+        assert_eq!(projection.status, ReasoningCapabilityStatus::Unknown);
+        assert!(projection.presets.is_empty());
+        assert_eq!(
+            projection
+                .unavailable_presets
+                .iter()
+                .map(|preset| preset.id.as_str())
+                .collect::<Vec<_>>(),
+            ["low", "medium", "high", "xhigh", "max"]
+        );
+    }
+
     #[test]
     fn custom_presets_keep_the_explicit_catalog_identity_for_adapter_compilation() {
         let configured = ReasoningConfig {

src/crates/assembly/core/src/infrastructure/ai/reasoning_catalog.rs

@@ -15,6 +15,8 @@ use bitfun_core_types::{
     ReasoningCatalogBinding, ReasoningCatalogProjection, ReasoningPresetDescriptor,
 };
 #[cfg(feature = "model-catalog")]
+use bitfun_core_types::ReasoningCatalogProjectionRequest;
+#[cfg(feature = "model-catalog")]
 use bitfun_events::{AIModelCatalogUpdatedEvent, AI_MODEL_CATALOG_UPDATED_EVENT};
 #[cfg(feature = "model-catalog")]
 use bitfun_services_integrations::models_dev::{
@@ -317,6 +319,25 @@ pub(crate) fn project_model_reasoning_catalog(
     )
 }
 
+#[cfg(feature = "model-catalog")]
+pub(crate) async fn project_reasoning_catalog_request(
+    request: ReasoningCatalogProjectionRequest,
+) -> ReasoningCatalogProjection {
+    let models_dev = load_models_dev_reasoning_catalog().await;
+    project_model_reasoning_catalog(
+        &AIModelConfig {
+            provider: request.provider,
+            model_name: request.model_name,
+            base_url: request.base_url,
+            context_window: request.context_window,
+            max_tokens: request.max_tokens,
+            reasoning: Some(request.reasoning),
+            ..Default::default()
+        },
+        models_dev.catalog.as_deref(),
+    )
+}
+
 pub(crate) fn resolve_reasoning_preset<'a>(
     projection: &'a ReasoningCatalogProjection,
     preset_id: &str,
@@ -406,8 +427,8 @@ pub(crate) fn apply_selected_reasoning_preset(
 #[cfg(test)]
 mod tests {
     use bitfun_core_types::{
-        ReasoningCatalogBinding, ReasoningConfig, ReasoningPreset, ReasoningPresetAction,
-        ReasoningPresetSource,
+        ReasoningCatalogBinding, ReasoningCatalogProjectionRequest, ReasoningConfig,
+        ReasoningPreset, ReasoningPresetAction, ReasoningPresetSource,
     };
 
     use super::{
@@ -494,6 +515,45 @@ mod tests {
         assert_eq!(resolve_default_reasoning_preset(&projection), Some(high));
     }
 
+    #[test]
+    fn projection_request_shape_projects_explicit_models_dev_presets() {
+        let request = ReasoningCatalogProjectionRequest {
+            provider: "responses".to_string(),
+            model_name: "gateway-alias".to_string(),
+            base_url: "https://gateway.example.com/v1/responses".to_string(),
+            context_window: Some(128_000),
+            max_tokens: Some(8_192),
+            reasoning: ReasoningConfig {
+                catalog: ReasoningCatalogBinding::ModelsDev {
+                    provider: "openai".to_string(),
+                    model: "gpt-test".to_string(),
+                },
+                ..Default::default()
+            },
+        };
+        let projection = project_model_reasoning_catalog(
+            &AIModelConfig {
+                provider: request.provider,
+                model_name: request.model_name,
+                base_url: request.base_url,
+                context_window: request.context_window,
+                max_tokens: request.max_tokens,
+                reasoning: Some(request.reasoning),
+                ..Default::default()
+            },
+            Some(&catalog()),
+        );
+
+        assert_eq!(
+            projection
+                .presets
+                .iter()
+                .map(|preset| preset.id.as_str())
+                .collect::<Vec<_>>(),
+            ["low", "high"]
+        );
+    }
+
     #[test]
     fn openbitfun_models_use_their_exact_upstream_reasoning_catalogs() {
         for (provider, base_url) in [

src/crates/assembly/core/src/lib.rs

@@ -78,6 +78,13 @@ pub async fn get_ai_model_catalog() -> Result<AIModelCatalog, String> {
     service_agent_runtime::CoreServiceAgentRuntime::load_remote_model_catalog(None).await
 }
 
+#[cfg(feature = "model-catalog")]
+pub async fn project_ai_model_reasoning_catalog(
+    request: bitfun_core_types::ReasoningCatalogProjectionRequest,
+) -> bitfun_core_types::ReasoningCatalogProjection {
+    infrastructure::ai::reasoning_catalog::project_reasoning_catalog_request(request).await
+}
+
 #[cfg(feature = "model-catalog")]
 pub async fn get_models_dev_catalog_status() -> bitfun_core_types::ModelsDevCatalogStatus {
     infrastructure::ai::reasoning_catalog::get_models_dev_catalog_status().await

src/crates/contracts/core-types/src/ai.rs

@@ -198,6 +198,26 @@ pub struct ReasoningCatalogProjection {
     pub default_preset: Option<String>,
     #[serde(default, skip_serializing_if = "Vec::is_empty")]
     pub presets: Vec<ReasoningPresetDescriptor>,
+    /// Presets declared by the selected models.dev model that the active
+    /// request adapter cannot compile reliably. These are informational only
+    /// and must not be offered as selectable presets.
+    #[serde(default, skip_serializing_if = "Vec::is_empty")]
+    pub unavailable_presets: Vec<ReasoningPresetDescriptor>,
+}
+
+/// Secret-free model facts used to preview the effective reasoning presets
+/// while a model configuration is still being edited.
+#[derive(Debug, Clone, Serialize, Deserialize, PartialEq)]
+#[serde(rename_all = "camelCase")]
+pub struct ReasoningCatalogProjectionRequest {
+    pub provider: String,
+    pub model_name: String,
+    pub base_url: String,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub context_window: Option<u32>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub max_tokens: Option<u32>,
+    pub reasoning: ReasoningConfig,
 }
 
 #[derive(Debug, Clone, Copy, Serialize, Deserialize, PartialEq, Eq, Default)]

src/crates/contracts/core-types/src/lib.rs

@@ -21,9 +21,9 @@ pub use ai::{
     ProviderCatalogModelLimits, ProviderCatalogModelPricing, ProviderCatalogModelSource,
     ProviderCatalogProvider, ProviderCatalogSource, ProviderCatalogUpstreamProvider, ProxyConfig,
     ReasoningCapabilityStatus, ReasoningCatalogBinding, ReasoningCatalogProjection,
-    ReasoningConfig, ReasoningPreset, ReasoningPresetAction, ReasoningPresetDescriptor,
-    ReasoningPresetSource, RemoteModelInfo, ToolCall, ToolCallConfirmationDetails,
-    ToolCallRequestInfo, ToolCallResponseInfo, ToolDefinition,
+    ReasoningCatalogProjectionRequest, ReasoningConfig, ReasoningPreset, ReasoningPresetAction,
+    ReasoningPresetDescriptor, ReasoningPresetSource, RemoteModelInfo, ToolCall,
+    ToolCallConfirmationDetails, ToolCallRequestInfo, ToolCallResponseInfo, ToolDefinition,
 };
 pub use errors::{AiErrorDetail, ErrorCategory};
 pub use session::{

src/crates/interfaces/app-server-client/src/lib.rs

@@ -174,6 +174,13 @@ impl AppServerClient {
             .await
     }
 
+    pub async fn project_reasoning_catalog(
+        &self,
+        request: ProjectReasoningCatalogRequest,
+    ) -> agent_client_protocol::Result<ProjectReasoningCatalogResponse> {
+        self.rpc(|cx| Ok(cx.send_request(request))).await
+    }
+
     pub async fn worktree_repository_status(
         &self,
         request: WorktreeRepositoryStatusRequest,