fix(model-fallback): apply transformModelForProvider in getNextFallback

The getNextFallback function returned raw model names from the
hardcoded fallback chain without transforming them for the target
provider. For example, github-copilot requires dot notation
(claude-sonnet-4.6) but the fallback chain stores hyphen notation
(claude-sonnet-4-6).

The background-agent retry handler already calls
transformModelForProvider correctly, but the sync chat.message
hook in model-fallback was missing it — a copy-paste omission.

Add transformModelForProvider call in getNextFallback and a test
verifying github-copilot model name transformation.

src/hooks/model-fallback/hook.test.ts

@@ -3,12 +3,14 @@ import { beforeEach, describe, expect, test } from "bun:test"
 import {
   clearPendingModelFallback,
   createModelFallbackHook,
+  setSessionFallbackChain,
   setPendingModelFallback,
 } from "./hook"
 
 describe("model fallback hook", () => {
   beforeEach(() => {
     clearPendingModelFallback("ses_model_fallback_main")
+    clearPendingModelFallback("ses_model_fallback_ghcp")
   })
 
   test("applies pending fallback on chat.message by overriding model", async () => {
@@ -138,4 +140,48 @@ describe("model fallback hook", () => {
     expect(toastCalls.length).toBe(1)
     expect(toastCalls[0]?.title).toBe("Model fallback")
   })
+
+  test("transforms model names for github-copilot provider via fallback chain", async () => {
+    //#given
+    const sessionID = "ses_model_fallback_ghcp"
+    clearPendingModelFallback(sessionID)
+
+    const hook = createModelFallbackHook() as unknown as {
+      "chat.message"?: (
+        input: { sessionID: string },
+        output: { message: Record<string, unknown>; parts: Array<{ type: string; text?: string }> },
+      ) => Promise<void>
+    }
+
+    // Set a custom fallback chain that routes through github-copilot
+    setSessionFallbackChain(sessionID, [
+      { providers: ["github-copilot"], model: "claude-sonnet-4-6" },
+    ])
+
+    const set = setPendingModelFallback(
+      sessionID,
+      "Atlas (Plan Executor)",
+      "github-copilot",
+      "claude-sonnet-4-6",
+    )
+    expect(set).toBe(true)
+
+    const output = {
+      message: {
+        model: { providerID: "github-copilot", modelID: "claude-sonnet-4-6" },
+      },
+      parts: [{ type: "text", text: "continue" }],
+    }
+
+    //#when
+    await hook["chat.message"]?.({ sessionID }, output)
+
+    //#then — model name should be transformed from hyphen to dot notation
+    expect(output.message["model"]).toEqual({
+      providerID: "github-copilot",
+      modelID: "claude-sonnet-4.6",
+    })
+
+    clearPendingModelFallback(sessionID)
+  })
 })

src/hooks/model-fallback/hook.ts

@@ -3,6 +3,7 @@ import { getAgentConfigKey } from "../../shared/agent-display-names"
 import { AGENT_MODEL_REQUIREMENTS } from "../../shared/model-requirements"
 import { readConnectedProvidersCache, readProviderModelsCache } from "../../shared/connected-providers-cache"
 import { selectFallbackProvider } from "../../shared/model-error-classifier"
+import { transformModelForProvider } from "../../shared/provider-model-id-transform"
 import { log } from "../../shared/logger"
 import { getTaskToastManager } from "../../features/task-toast-manager"
 import type { ChatMessageInput, ChatMessageHandlerOutput } from "../../plugin/chat-message"
@@ -145,7 +146,7 @@ export function getNextFallback(
 
     return {
       providerID,
-      modelID: fallback.model,
+      modelID: transformModelForProvider(providerID, fallback.model),
       variant: fallback.variant,
     }
   }