Intercept and control agent behavior with hooks

 Your callback returns an object with two categories of fields:
 
 * **Top-level fields** are accepted on every event: `systemMessage` shows a message to the user, and `continue` (`continue_` in Python) determines whether the agent keeps running after this hook. Some events discard them or deliver them elsewhere. Each [event's section](/docs/en/hooks#hook-events) on the hooks page says where they land.
-* **`hookSpecificOutput`** controls the current operation. The fields inside depend on the hook event type. For `PreToolUse` hooks, this is where you set `permissionDecision` (`"allow"`, `"deny"`, `"ask"`, or `"defer"`), `permissionDecisionReason`, and `updatedInput`. Returning `"defer"` ends the query so you can [resume it later](/docs/en/hooks#defer-a-tool-call-for-later). For `PostToolUse` hooks, you can set `additionalContext` to append information to the tool result. To replace the tool's output before Claude sees it, set `updatedToolOutput`, which works for any tool in both SDKs. The older `updatedMCPToolOutput` field replaces MCP tool output only and is deprecated.
+* **`hookSpecificOutput`** controls the current operation. The fields you set inside depend on the hook event type:
+  * For `PreToolUse` hooks, this is where you set `permissionDecision` (`"allow"`, `"deny"`, `"ask"`, or `"defer"`), `permissionDecisionReason`, and `updatedInput`. If you return `"defer"`, the query ends so you can [resume it later](/docs/en/hooks#defer-a-tool-call-for-later).
+  * For `PostToolUse` hooks, you can set `additionalContext` to append information to the tool result. To replace the tool's output before Claude sees it, set `updatedToolOutput`, which works for any tool in both SDKs. The older `updatedMCPToolOutput` field replaces MCP tool output only and is deprecated.
+  * In the TypeScript SDK, a `PostToolUse` callback can also return `classifierContext`, a short note about the tool call's result for the [auto mode](/docs/en/permission-modes#eliminate-prompts-with-auto-mode) permission classifier. Because your callback runs in your application's own process, the classifier may weigh a user statement you relay in the note as user intent. The field requires TypeScript Agent SDK v0.3.236 or later. [Annotate a result for the auto mode classifier](/docs/en/hooks#annotate-a-result-for-the-auto-mode-classifier) covers the length cap, the synchronous-only rule, and what not to put in the note.
 
 Return `{}` to allow the operation without changes. SDK callback hooks use the same JSON output format as [Claude Code shell command hooks](/docs/en/hooks#json-output), which documents every field and event-specific option. For the SDK type definitions, see the [TypeScript](/docs/en/agent-sdk/typescript#synchookjsonoutput) and [Python](/docs/en/agent-sdk/python#synchookjsonoutput) SDK references.