diff --git a/extensions/arcee/index.ts b/extensions/arcee/index.ts
index e8eec9d1969..bb764a5a73d 100644
--- a/extensions/arcee/index.ts
+++ b/extensions/arcee/index.ts
@@ -5,10 +5,6 @@ import {
   type ProviderCatalogContext,
 } from "openclaw/plugin-sdk/provider-catalog-shared";
 import { OPENAI_COMPATIBLE_REPLAY_HOOKS } from "openclaw/plugin-sdk/provider-model-shared";
-import {
-  ARCEE_TRINITY_LARGE_THINKING_COMPAT,
-  shouldContributeArceeTrinityLargeThinkingCompat,
-} from "./models.js";
 import {
   applyArceeConfig,
   applyArceeOpenRouterConfig,
@@ -21,7 +17,11 @@ import {
   normalizeArceeOpenRouterBaseUrl,
   toArceeOpenRouterModelId,
 } from "./provider-catalog.js";
-import { normalizeArceeProviderConfig } from "./provider-policy-api.js";
+import {
+  ARCEE_TRINITY_LARGE_THINKING_COMPAT,
+  normalizeArceeProviderConfig,
+  shouldContributeArceeTrinityLargeThinkingCompat,
+} from "./provider-policy.js";
 
 const PROVIDER_ID = "arcee";
 const ARCEE_WIZARD_GROUP = {
diff --git a/extensions/arcee/models.ts b/extensions/arcee/models.ts
index 8c7ac699a94..cb8873301f2 100644
--- a/extensions/arcee/models.ts
+++ b/extensions/arcee/models.ts
@@ -1,58 +1,7 @@
-import type {
-  ModelCompatConfig,
-  ModelDefinitionConfig,
-} from "openclaw/plugin-sdk/provider-model-shared";
+import type { ModelDefinitionConfig } from "openclaw/plugin-sdk/provider-model-types";
+import { ARCEE_BASE_URL, ARCEE_TRINITY_LARGE_THINKING_COMPAT } from "./provider-policy.js";
 
-export const ARCEE_BASE_URL = "https://api.arcee.ai/api/v1";
-export const ARCEE_TRINITY_LARGE_THINKING_COMPAT = {
-  supportsReasoningEffort: false,
-  supportsTools: false,
-} as const satisfies ModelCompatConfig;
-
-const ARCEE_PROVIDER_ID = "arcee";
-const ARCEE_TRINITY_LARGE_THINKING_ID = "trinity-large-thinking";
-const ARCEE_TRINITY_LARGE_THINKING_REF = `${ARCEE_PROVIDER_ID}/${ARCEE_TRINITY_LARGE_THINKING_ID}`;
-
-function normalizeModelId(modelId: string): string {
-  return modelId.trim().toLowerCase();
-}
-
-function normalizeBaseUrl(baseUrl: unknown): string {
-  return typeof baseUrl === "string" ? baseUrl.trim().replace(/\/+$/, "") : "";
-}
-
-export function isArceeTrinityLargeThinkingModelId(modelId: string): boolean {
-  const normalized = normalizeModelId(modelId);
-  return (
-    normalized === ARCEE_TRINITY_LARGE_THINKING_ID ||
-    normalized === ARCEE_TRINITY_LARGE_THINKING_REF
-  );
-}
-
-export function shouldContributeArceeTrinityLargeThinkingCompat(params: {
-  provider?: unknown;
-  modelId: string;
-  model: { id: string; provider?: unknown; baseUrl?: unknown };
-}): boolean {
-  const modelId = normalizeModelId(params.modelId);
-  const resolvedId = normalizeModelId(params.model.id);
-  if (
-    modelId === ARCEE_TRINITY_LARGE_THINKING_REF ||
-    resolvedId === ARCEE_TRINITY_LARGE_THINKING_REF
-  ) {
-    return true;
-  }
-  if (
-    modelId !== ARCEE_TRINITY_LARGE_THINKING_ID &&
-    resolvedId !== ARCEE_TRINITY_LARGE_THINKING_ID
-  ) {
-    return false;
-  }
-  if (params.provider === ARCEE_PROVIDER_ID || params.model.provider === ARCEE_PROVIDER_ID) {
-    return true;
-  }
-  return normalizeBaseUrl(params.model.baseUrl) === normalizeBaseUrl(ARCEE_BASE_URL);
-}
+export { ARCEE_BASE_URL, ARCEE_TRINITY_LARGE_THINKING_COMPAT };
 
 export const ARCEE_MODEL_CATALOG: ModelDefinitionConfig[] = [
   {
diff --git a/extensions/arcee/provider-catalog.ts b/extensions/arcee/provider-catalog.ts
index 5631ad2998d..844d9a68dd6 100644
--- a/extensions/arcee/provider-catalog.ts
+++ b/extensions/arcee/provider-catalog.ts
@@ -1,31 +1,13 @@
-import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-shared";
-import { buildArceeModelDefinition, ARCEE_BASE_URL, ARCEE_MODEL_CATALOG } from "./models.js";
+import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-types";
+import { buildArceeModelDefinition, ARCEE_MODEL_CATALOG } from "./models.js";
+import {
+  ARCEE_BASE_URL,
+  normalizeArceeOpenRouterBaseUrl,
+  OPENROUTER_BASE_URL,
+  toArceeOpenRouterModelId,
+} from "./provider-policy.js";
 
-export const OPENROUTER_BASE_URL = "https://openrouter.ai/api/v1";
-const OPENROUTER_LEGACY_BASE_URL = "https://openrouter.ai/v1";
-
-function normalizeBaseUrl(baseUrl: string | undefined): string {
-  return (baseUrl ?? "").trim().replace(/\/+$/, "");
-}
-
-export function normalizeArceeOpenRouterBaseUrl(baseUrl: string | undefined): string | undefined {
-  const normalized = normalizeBaseUrl(baseUrl);
-  if (!normalized) {
-    return undefined;
-  }
-  if (normalized === OPENROUTER_BASE_URL || normalized === OPENROUTER_LEGACY_BASE_URL) {
-    return OPENROUTER_BASE_URL;
-  }
-  return undefined;
-}
-
-export function toArceeOpenRouterModelId(modelId: string): string {
-  const normalized = modelId.trim();
-  if (!normalized || normalized.startsWith("arcee/")) {
-    return normalized;
-  }
-  return `arcee/${normalized}`;
-}
+export { normalizeArceeOpenRouterBaseUrl, OPENROUTER_BASE_URL, toArceeOpenRouterModelId };
 
 export function buildArceeCatalogModels(): NonNullable<ModelProviderConfig["models"]> {
   return ARCEE_MODEL_CATALOG.map(buildArceeModelDefinition);
diff --git a/extensions/arcee/provider-policy-api.ts b/extensions/arcee/provider-policy-api.ts
index 318869d6455..54ce4951661 100644
--- a/extensions/arcee/provider-policy-api.ts
+++ b/extensions/arcee/provider-policy-api.ts
@@ -1,51 +1,7 @@
-import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-shared";
-import {
-  ARCEE_TRINITY_LARGE_THINKING_COMPAT,
-  isArceeTrinityLargeThinkingModelId,
-} from "./models.js";
-import { normalizeArceeOpenRouterBaseUrl } from "./provider-catalog.js";
+import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-types";
+import { normalizeArceeProviderConfig } from "./provider-policy.js";
 
-export function normalizeArceeProviderConfig(
-  providerConfig: ModelProviderConfig,
-): ModelProviderConfig {
-  let changed = false;
-  const normalizedBaseUrl = normalizeArceeOpenRouterBaseUrl(providerConfig.baseUrl);
-  const baseUrl =
-    normalizedBaseUrl && normalizedBaseUrl !== providerConfig.baseUrl
-      ? normalizedBaseUrl
-      : providerConfig.baseUrl;
-  if (baseUrl !== providerConfig.baseUrl) {
-    changed = true;
-  }
-
-  const hasModels = Array.isArray(providerConfig.models);
-  const models = hasModels
-    ? providerConfig.models.map((model) => {
-        if (!isArceeTrinityLargeThinkingModelId(model.id)) {
-          return model;
-        }
-        if (
-          model.compat?.supportsReasoningEffort ===
-            ARCEE_TRINITY_LARGE_THINKING_COMPAT.supportsReasoningEffort &&
-          model.compat?.supportsTools === ARCEE_TRINITY_LARGE_THINKING_COMPAT.supportsTools
-        ) {
-          return model;
-        }
-        changed = true;
-        return {
-          ...model,
-          compat: {
-            ...model.compat,
-            ...ARCEE_TRINITY_LARGE_THINKING_COMPAT,
-          },
-        };
-      })
-    : providerConfig.models;
-
-  return changed
-    ? { ...providerConfig, baseUrl, ...(hasModels ? { models } : {}) }
-    : providerConfig;
-}
+export { normalizeArceeProviderConfig };
 
 export function normalizeConfig(params: { providerConfig: ModelProviderConfig }) {
   return normalizeArceeProviderConfig(params.providerConfig);
diff --git a/extensions/arcee/provider-policy.ts b/extensions/arcee/provider-policy.ts
new file mode 100644
index 00000000000..10ca6fe9cd1
--- /dev/null
+++ b/extensions/arcee/provider-policy.ts
@@ -0,0 +1,118 @@
+import type {
+  ModelCompatConfig,
+  ModelProviderConfig,
+} from "openclaw/plugin-sdk/provider-model-types";
+
+export const ARCEE_BASE_URL = "https://api.arcee.ai/api/v1";
+export const OPENROUTER_BASE_URL = "https://openrouter.ai/api/v1";
+export const ARCEE_TRINITY_LARGE_THINKING_COMPAT = {
+  supportsReasoningEffort: false,
+  supportsTools: false,
+} as const satisfies ModelCompatConfig;
+
+const ARCEE_PROVIDER_ID = "arcee";
+const OPENROUTER_LEGACY_BASE_URL = "https://openrouter.ai/v1";
+const ARCEE_TRINITY_LARGE_THINKING_ID = "trinity-large-thinking";
+const ARCEE_TRINITY_LARGE_THINKING_REF = `${ARCEE_PROVIDER_ID}/${ARCEE_TRINITY_LARGE_THINKING_ID}`;
+
+function normalizeModelId(modelId: string): string {
+  return modelId.trim().toLowerCase();
+}
+
+function normalizeBaseUrl(baseUrl: unknown): string {
+  return typeof baseUrl === "string" ? baseUrl.trim().replace(/\/+$/, "") : "";
+}
+
+export function normalizeArceeOpenRouterBaseUrl(baseUrl: string | undefined): string | undefined {
+  const normalized = normalizeBaseUrl(baseUrl);
+  if (!normalized) {
+    return undefined;
+  }
+  if (normalized === OPENROUTER_BASE_URL || normalized === OPENROUTER_LEGACY_BASE_URL) {
+    return OPENROUTER_BASE_URL;
+  }
+  return undefined;
+}
+
+export function toArceeOpenRouterModelId(modelId: string): string {
+  const normalized = modelId.trim();
+  if (!normalized || normalized.startsWith("arcee/")) {
+    return normalized;
+  }
+  return `arcee/${normalized}`;
+}
+
+export function isArceeTrinityLargeThinkingModelId(modelId: string): boolean {
+  const normalized = normalizeModelId(modelId);
+  return (
+    normalized === ARCEE_TRINITY_LARGE_THINKING_ID ||
+    normalized === ARCEE_TRINITY_LARGE_THINKING_REF
+  );
+}
+
+export function shouldContributeArceeTrinityLargeThinkingCompat(params: {
+  provider?: unknown;
+  modelId: string;
+  model: { id: string; provider?: unknown; baseUrl?: unknown };
+}): boolean {
+  const modelId = normalizeModelId(params.modelId);
+  const resolvedId = normalizeModelId(params.model.id);
+  if (
+    modelId === ARCEE_TRINITY_LARGE_THINKING_REF ||
+    resolvedId === ARCEE_TRINITY_LARGE_THINKING_REF
+  ) {
+    return true;
+  }
+  if (
+    modelId !== ARCEE_TRINITY_LARGE_THINKING_ID &&
+    resolvedId !== ARCEE_TRINITY_LARGE_THINKING_ID
+  ) {
+    return false;
+  }
+  if (params.provider === ARCEE_PROVIDER_ID || params.model.provider === ARCEE_PROVIDER_ID) {
+    return true;
+  }
+  return normalizeBaseUrl(params.model.baseUrl) === normalizeBaseUrl(ARCEE_BASE_URL);
+}
+
+export function normalizeArceeProviderConfig(
+  providerConfig: ModelProviderConfig,
+): ModelProviderConfig {
+  let changed = false;
+  const normalizedBaseUrl = normalizeArceeOpenRouterBaseUrl(providerConfig.baseUrl);
+  const baseUrl =
+    normalizedBaseUrl && normalizedBaseUrl !== providerConfig.baseUrl
+      ? normalizedBaseUrl
+      : providerConfig.baseUrl;
+  if (baseUrl !== providerConfig.baseUrl) {
+    changed = true;
+  }
+
+  const hasModels = Array.isArray(providerConfig.models);
+  const models = hasModels
+    ? providerConfig.models.map((model) => {
+        if (!isArceeTrinityLargeThinkingModelId(model.id)) {
+          return model;
+        }
+        if (
+          model.compat?.supportsReasoningEffort ===
+            ARCEE_TRINITY_LARGE_THINKING_COMPAT.supportsReasoningEffort &&
+          model.compat?.supportsTools === ARCEE_TRINITY_LARGE_THINKING_COMPAT.supportsTools
+        ) {
+          return model;
+        }
+        changed = true;
+        return {
+          ...model,
+          compat: {
+            ...model.compat,
+            ...ARCEE_TRINITY_LARGE_THINKING_COMPAT,
+          },
+        };
+      })
+    : providerConfig.models;
+
+  return changed
+    ? { ...providerConfig, baseUrl, ...(hasModels ? { models } : {}) }
+    : providerConfig;
+}