diff --git a/README.md b/README.md
index 8f7cd3e..7d88633 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # openclaw-muse-code
 
-Muse Spark in OpenClaw, billed to the **Muse Code monthly subscription**
+Muse models in OpenClaw, billed to the **Muse Code monthly subscription**
 instead of API credits. Meta device-code login, no API key, no
 third-party CLI.
 
@@ -34,9 +34,9 @@ plugins can be installed side by side.
 > implicitly: the setup default is the standard `muse-spark-1.3`.
 
 Model discovery is **live**: the catalog is fetched from
-`GET {baseUrl}/models` (60s in-memory TTL, only `muse-spark-*` ids
-admitted — other endpoint families such as `sam-*`, `muse-image-*` or
-`muse-voice-*` are not chat models), so newly published models appear
+`GET {baseUrl}/models` (60s in-memory TTL) and every returned model id
+is served except the endpoint families verified as non-chat (`sam-*`,
+`muse-image-*`, `muse-voice-*`), so newly published models appear
 automatically with no plugin update. The static table above is the
 fallback used before login and whenever the live fetch fails.
 
diff --git a/dist/index.js b/dist/index.js
index ab79e8f..a926034 100644
--- a/dist/index.js
+++ b/dist/index.js
@@ -1,5 +1,5 @@
 /**
- * Muse Spark model provider plugin for OpenClaw, billed to the Muse Code
+ * Muse model provider plugin for OpenClaw, billed to the Muse Code
  * monthly subscription instead of API credits.
  *
  * Authentication is a Meta device-code login performed once via
@@ -134,7 +134,7 @@ export function resolveMuseCodeDynamicModel(ctx) {
 export default defineSingleProviderPluginEntry({
     id: "muse-code",
     name: "Muse Code",
-    description: "Muse Spark (api.meta.ai) model provider billed to the Muse Code monthly subscription.",
+    description: "Muse models (api.meta.ai) model provider billed to the Muse Code monthly subscription.",
     provider: {
         label: "Muse Code",
         docsPath: "/providers/muse-code",
diff --git a/dist/src/catalog.js b/dist/src/catalog.js
index 3369075..dfec2df 100644
--- a/dist/src/catalog.js
+++ b/dist/src/catalog.js
@@ -10,12 +10,11 @@ import { readCacheSync } from "./auth.js";
 export const MODELS_PATH = "/models";
 export const LIVE_CATALOG_TTL_MS = 60_000;
 export const FETCH_TIMEOUT_MS = 8_000;
-// Allowlist: this provider serves the Muse Spark chat family. The live
-// endpoint also returns other families (sam-*, muse-image-*, muse-voice-*)
-// that are not usable as chat/completions models — a denylist would leak
-// the next such family, so only muse-spark-* is admitted. Anything else
-// still resolves through the dynamic resolver if requested explicitly.
-const CHAT_FAMILY_PREFIX = "muse-spark-";
+// Dynamic discovery: admit every model id the live account catalog
+// returns, except the endpoint families verified as non-chat
+// (segmentation, image, voice). New chat models appear without a
+// plugin update; only a brand-new non-chat family needs an entry here.
+const NON_CHAT_PREFIXES = ["sam-", "muse-image-", "muse-voice-"];
 let cache = null;
 /** Test-only cache reset. */
 export function __clearLiveCatalogCache() {
@@ -39,7 +38,7 @@ function parseModelIds(body) {
             (row.id.length > 0));
     })
         .map((row) => row.id)
-        .filter((id) => id.startsWith(CHAT_FAMILY_PREFIX));
+        .filter((id) => !NON_CHAT_PREFIXES.some((p) => id.startsWith(p)));
     return ids.length > 0 ? ids : null;
 }
 /**
diff --git a/index.ts b/index.ts
index 18302b3..62029b6 100644
--- a/index.ts
+++ b/index.ts
@@ -1,5 +1,5 @@
 /**
- * Muse Spark model provider plugin for OpenClaw, billed to the Muse Code
+ * Muse model provider plugin for OpenClaw, billed to the Muse Code
  * monthly subscription instead of API credits.
  *
  * Authentication is a Meta device-code login performed once via
@@ -170,7 +170,7 @@ export default defineSingleProviderPluginEntry({
   id: "muse-code",
   name: "Muse Code",
   description:
-    "Muse Spark (api.meta.ai) model provider billed to the Muse Code monthly subscription.",
+    "Muse models (api.meta.ai) model provider billed to the Muse Code monthly subscription.",
   provider: {
     label: "Muse Code",
     docsPath: "/providers/muse-code",
diff --git a/openclaw.plugin.json b/openclaw.plugin.json
index 7f9dba6..5ef1ffa 100644
--- a/openclaw.plugin.json
+++ b/openclaw.plugin.json
@@ -1,7 +1,7 @@
 {
   "id": "muse-code",
   "name": "Muse Code",
-  "description": "Muse Spark (api.meta.ai) model provider plugin billed to the Muse Code monthly subscription.",
+  "description": "Muse models (api.meta.ai) model provider plugin billed to the Muse Code monthly subscription.",
   "providers": ["muse-code"],
   "modelSupport": {
     "modelPrefixes": ["muse-code/"]
diff --git a/package.json b/package.json
index 4217974..8cea2fb 100644
--- a/package.json
+++ b/package.json
@@ -1,7 +1,7 @@
 {
   "name": "@thestreamcode/openclaw-muse-code",
   "version": "0.2.0",
-  "description": "Muse Spark in OpenClaw billed to the Muse Code monthly subscription (Meta device login, no API key)",
+  "description": "Muse models in OpenClaw billed to the Muse Code monthly subscription (Meta device login, no API key)",
   "type": "module",
   "license": "MIT",
   "private": false,
diff --git a/src/catalog.ts b/src/catalog.ts
index 7b33332..e88842a 100644
--- a/src/catalog.ts
+++ b/src/catalog.ts
@@ -13,12 +13,11 @@ export const MODELS_PATH = "/models";
 export const LIVE_CATALOG_TTL_MS = 60_000;
 export const FETCH_TIMEOUT_MS = 8_000;
 
-// Allowlist: this provider serves the Muse Spark chat family. The live
-// endpoint also returns other families (sam-*, muse-image-*, muse-voice-*)
-// that are not usable as chat/completions models — a denylist would leak
-// the next such family, so only muse-spark-* is admitted. Anything else
-// still resolves through the dynamic resolver if requested explicitly.
-const CHAT_FAMILY_PREFIX = "muse-spark-";
+// Dynamic discovery: admit every model id the live account catalog
+// returns, except the endpoint families verified as non-chat
+// (segmentation, image, voice). New chat models appear without a
+// plugin update; only a brand-new non-chat family needs an entry here.
+const NON_CHAT_PREFIXES = ["sam-", "muse-image-", "muse-voice-"];
 
 type ModelsResponse = {
   data?: unknown;
@@ -55,7 +54,7 @@ function parseModelIds(body: unknown): string[] | null {
       );
     })
     .map((row) => row.id)
-    .filter((id) => id.startsWith(CHAT_FAMILY_PREFIX));
+    .filter((id) => !NON_CHAT_PREFIXES.some((p) => id.startsWith(p)));
   return ids.length > 0 ? ids : null;
 }
 
diff --git a/test/catalog.test.ts b/test/catalog.test.ts
index c74895b..13fb932 100644
--- a/test/catalog.test.ts
+++ b/test/catalog.test.ts
@@ -38,6 +38,9 @@ const LIVE_OK = {
   data: [
     { id: "muse-spark-1.3" },
     { id: "muse-spark-9.9" },
+    { id: "muse-wonder-1.0" },
+    { id: "muse-wonder-full-1.0" },
+    { id: "muse-nova-9.9" },
     { id: "sam-3.1" },
     { id: "muse-image-1.0" },
     { id: "muse-voice-2.0" },
@@ -45,11 +48,14 @@ const LIVE_OK = {
 };
 
 describe("fetchLiveModelIds", () => {
-  it("admits only the muse-spark chat family", async () => {
+  it("admits the live catalog except non-chat families", async () => {
     stubFetch(() => ({ status: 200, body: LIVE_OK }));
     expect(await fetchLiveModelIds("https://x.test/v1", "k")).toEqual([
       "muse-spark-1.3",
       "muse-spark-9.9",
+      "muse-wonder-1.0",
+      "muse-wonder-full-1.0",
+      "muse-nova-9.9",
     ]);
   });
 
@@ -93,21 +99,21 @@ describe("fetchLiveModelIds", () => {
 describe("getLiveModelIdsCached", () => {
   it("serves warm entries without refetching", async () => {
     const counter = stubFetch(() => ({ status: 200, body: LIVE_OK }));
-    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 60_000)).toHaveLength(2);
-    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 60_000)).toHaveLength(2);
+    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 60_000)).toHaveLength(5);
+    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 60_000)).toHaveLength(5);
     expect(counter.calls()).toBe(1);
   });
 
   it("refetches after expiry", async () => {
     const counter = stubFetch(() => ({ status: 200, body: LIVE_OK }));
-    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 0)).toHaveLength(2);
-    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 60_000)).toHaveLength(2);
+    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 0)).toHaveLength(5);
+    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 60_000)).toHaveLength(5);
     expect(counter.calls()).toBe(2);
   });
 
   it("clears stale entries on failure", async () => {
     stubFetch(() => ({ status: 200, body: LIVE_OK }));
-    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 60_000)).toHaveLength(2);
+    expect(await getLiveModelIdsCached("https://x.test/v1", "k", 60_000)).toHaveLength(5);
     stubFetch(() => ({ status: 500, body: {} }));
     __clearLiveCatalogCache();
     expect(await getLiveModelIdsCached("https://x.test/v1", "k", 60_000)).toBeNull();