diff --git a/extensions/openrouter/index.test.ts b/extensions/openrouter/index.test.ts
index 78048ec7ae5f..c98d7cc3d921 100644
--- a/extensions/openrouter/index.test.ts
+++ b/extensions/openrouter/index.test.ts
@@ -551,8 +551,8 @@ describe("openrouter provider hooks", () => {
       },
     } as never);
 
-    expect(contribution?.dynamicSuffix).toContain("Analysis models: agent/model.");
-    expect(contribution?.dynamicSuffix).not.toContain("default/model");
+    expect(contribution?.dynamicSuffix).toContain("Analysis models: default/model.");
+    expect(contribution?.dynamicSuffix).not.toContain("agent/model");
   });
 
   it("matches transport alias precedence for Fusion extra body", async () => {
diff --git a/extensions/openrouter/index.ts b/extensions/openrouter/index.ts
index 7672584a4725..e26bd61dfcf7 100644
--- a/extensions/openrouter/index.ts
+++ b/extensions/openrouter/index.ts
@@ -158,7 +158,6 @@ function resolveFusionExtraBody(
     readRecord(ctx.config?.agents?.defaults?.params),
     findConfiguredOpenRouterModelParams(ctx.config?.agents?.defaults?.models, ctx.modelId),
     readRecord(agentConfig?.params),
-    findConfiguredOpenRouterModelParams(agentConfig?.models, ctx.modelId),
   ];
   let effective: Record<string, unknown> | undefined;
   for (const source of sources) {
diff --git a/src/auto-reply/commands-registry.test.ts b/src/auto-reply/commands-registry.test.ts
index 488f7d818deb..2965f68460c2 100644
--- a/src/auto-reply/commands-registry.test.ts
+++ b/src/auto-reply/commands-registry.test.ts
@@ -572,7 +572,7 @@ describe("commands registry", () => {
     expect(menu.choices).toEqual([
       { label: "on", value: "on" },
       { label: "off", value: "off" },
-      { label: "auto (15 sec)", value: "auto" },
+      { label: "auto (20 sec)", value: "auto" },
       { label: "default", value: "default" },
       { label: "status", value: "status" },
     ]);
diff --git a/src/auto-reply/reply/memory-flush.test.ts b/src/auto-reply/reply/memory-flush.test.ts
index 872677c923c1..cdfa4c8b2408 100644
--- a/src/auto-reply/reply/memory-flush.test.ts
+++ b/src/auto-reply/reply/memory-flush.test.ts
@@ -306,7 +306,7 @@ describe("Anthropic server compaction host threshold", () => {
     ).toBe(expected);
   });
 
-  it("uses the selected agent context window for the fallback threshold", () => {
+  it("uses the resolved Anthropic context window for the fallback threshold", () => {
     const cfg: OpenClawConfig = {
       agents: {
         defaults: {