CopilotKit

Reasoning Messages

Customize how reasoning (thinking) tokens from models like o1, o3, and o4-mini are displayed.


Not available for Mastra yet

This feature (agentic-chat-reasoning) hasn't been tagged in any Mastra cell yet. Try CopilotKit's Built-in Agent.

Not supported on Mastra
Mastra doesn't support Reasoning (Default Render). See the framework grid for which integrations support this feature.

Some models (like OpenAI's o1, o3, and o4-mini) emit reasoning tokens: internal "thinking" traces that show the model's chain-of-thought before it produces a final answer. CopilotKit surfaces these tokens automatically with a collapsible Reasoning Message card.

Default Behavior#

When reasoning events arrive from the agent, CopilotKit renders them inside a built-in card that:

  • Shows a "Thinking…" label with a pulsating indicator while the model is reasoning.
  • Expands automatically so you can follow the model's thought process in real-time.
  • Collapses and switches to "Thought for X seconds" once reasoning finishes.
  • Renders the reasoning content as Markdown.
  • Includes a chevron toggle so users can re-expand and review the reasoning at any time.

No extra configuration is needed; if your model emits reasoning tokens, the card appears automatically.

The only requirement is connecting your agent to CopilotKit; no extra props or configuration needed:

Not supported on Mastra
Mastra doesn't support Reasoning (Default Render). See the framework grid for which integrations support this feature.

Customizing the Reasoning Message#

The reasoning message is composed of three sub-components that can each be replaced independently via slot props:

Sub-componentSlot propDescription
HeaderheaderThe clickable bar with the brain icon, label, and chevron
ContentcontentViewThe reasoning text area (Markdown)
ToggletoggleThe expand/collapse animation wrapper

You pass custom sub-components through the messageView prop on CopilotChat, CopilotPopup, or CopilotSidebar:

<CopilotChat
  messageView={{
    reasoningMessage: {
      header: CustomHeader,
      contentView: CustomContent,
    },
  }}
/>

Custom Header#

Replace the header to change the icon, label text, or styling. The header receives these props:

PropTypeDescription
isOpenbooleanWhether the content panel is currently expanded
labelstring"Thinking…" while streaming, "Thought for X seconds" after
hasContentbooleanWhether any reasoning text has been received
isStreamingbooleanWhether reasoning is actively streaming
onClick() => voidToggle handler (only present when hasContent is true)
import { CopilotChat } from "@copilotkit/react-core/v2";
import "@copilotkit/react-core/v2/styles.css";

function CustomHeader({
  isOpen,
  label,
  hasContent,
  isStreaming,
  ...props
}: React.ButtonHTMLAttributes<HTMLButtonElement> & {
  isOpen?: boolean;
  label?: string;
  hasContent?: boolean;
  isStreaming?: boolean;
}) {
  return (
    <button
      className="flex w-full items-center gap-2 px-3 py-2 text-sm font-medium"
      {...props}
    >
      {isStreaming ? "🧠" : "💡"}
      <span>{label}</span>
      {hasContent && (
        <span className="ml-auto text-xs">{isOpen ? "Hide" : "Show"}</span>
      )}
    </button>
  );
}

<CopilotChat
  messageView={{
    reasoningMessage: { header: CustomHeader },
  }}
/>

Custom Content#

Replace the content area to change how reasoning text is displayed:

PropTypeDescription
isStreamingbooleanWhether reasoning tokens are still arriving
hasContentbooleanWhether any reasoning text has been received
childrenstringThe raw reasoning text
function CustomContent({
  isStreaming,
  hasContent,
  children,
  ...props
}: React.HTMLAttributes<HTMLDivElement> & {
  isStreaming?: boolean;
  hasContent?: boolean;
}) {
  if (!hasContent && !isStreaming) return null;

  return (
    <div className="px-4 pb-3 text-sm text-gray-500 font-mono" {...props}>
      {children}
      {isStreaming && <span className="animate-pulse ml-1">▊</span>}
    </div>
  );
}

<CopilotChat
  messageView={{
    reasoningMessage: { contentView: CustomContent },
  }}
/>

Fully Custom Reasoning Message#

For complete control over the entire reasoning card, pass a component instead of slot props. Your component receives the same top-level props as the built-in one:

PropTypeDescription
messageReasoningMessageThe reasoning message object (.content holds the text)
messagesMessage[]All messages in the conversation
isRunningbooleanWhether the agent is currently running
Not supported on Mastra
Mastra doesn't support Reasoning. See the framework grid for which integrations support this feature.

The ReasoningBlock used above renders the reasoning as an amber-tagged inline banner, intentionally louder than the default card so the thinking chain is the focal UI of the demo. Swap in your own component to match your product's tone:

Not supported on Mastra
Mastra doesn't support Reasoning. See the framework grid for which integrations support this feature.

Render-Prop Children#

The built-in CopilotChatReasoningMessage also supports a render-prop pattern for cases where you want to rearrange the built-in sub-components without reimplementing them:

import {
  CopilotChatReasoningMessage,
} from "@copilotkit/react-core/v2";
import { CopilotChat } from "@copilotkit/react-core/v2";
import "@copilotkit/react-core/v2/styles.css";

function MyReasoningLayout(props: React.ComponentProps<typeof CopilotChatReasoningMessage>) {
  return (
    <CopilotChatReasoningMessage {...props}>
      {({ header, toggle }) => (
        <div className="rounded-lg border bg-yellow-50 my-2">
          {header}
          {toggle}
        </div>
      )}
    </CopilotChatReasoningMessage>
  );
}

<CopilotChat
  messageView={{
    reasoningMessage: MyReasoningLayout,
  }}
/>

The render-prop callback receives:

PropertyDescription
headerPre-rendered header element
contentViewPre-rendered content element
togglePre-rendered expand/collapse wrapper (contains contentView)
messageThe reasoning message object
messagesAll messages
isRunningWhether the agent is running