diff --git a/src/__tests__/opencode_cell_actions.spec.ts b/src/__tests__/opencode_cell_actions.spec.ts
index 5090bf8..ab7cf3c 100644
--- a/src/__tests__/opencode_cell_actions.spec.ts
+++ b/src/__tests__/opencode_cell_actions.spec.ts
@@ -52,6 +52,15 @@ jest.mock('marked', () => ({
   marked: { parse: (md: string) => `<mock>${md}</mock>` }
 }));
 
+// jsdom doesn't implement navigator.clipboard; stub it so the copy
+// button's happy path can be exercised in tests.
+beforeAll(() => {
+  Object.defineProperty(globalThis.navigator, 'clipboard', {
+    value: { writeText: jest.fn().mockResolvedValue(undefined) },
+    configurable: true
+  });
+});
+
 // Mock the network-touching API module so jsdom tests don't try to hit
 // a real notebook server (and to keep the refresh-history logic decoupled
 // from the network). The cell_actions tests focus on widget behavior.
@@ -101,6 +110,11 @@ function makeFakeCell(
   const cell = new (CodeCell as unknown as new () => CodeCell)();
   (cell as any).model = model;
   (cell as any).node = document.createElement('div');
+  // Minimal editor stub: cursor always at (line 0, column 0) so the
+  // "insert at cursor" tests produce a deterministic offset.
+  (cell as any).editor = {
+    getCursorPosition: () => ({ line: 0, column: 0 })
+  };
 
   const notebook: any = { widgets: [] as CodeCell[] };
   const panel: any = {
@@ -417,4 +431,97 @@ describe('OpenCodeInlinePrompt', () => {
     expect(asstMsg.innerHTML).toContain('<mock>');
     expect(asstMsg.innerHTML).toContain('# Here you go');
   });
+
+  it('renders a Copy / Insert / Replace toolbar on assistant messages', () => {
+    const cell = makeFakeCell('x = 1');
+    const prompt = new OpenCodeInlinePrompt(cell, {
+      onSubmit: jest.fn(),
+      onCancel: jest.fn(),
+      disabled: false,
+      providers: null
+    });
+    prompt.setMessages([
+      { role: 'user', content: 'help' },
+      { role: 'assistant', content: '```py\nprint(1)\n```' }
+    ]);
+
+    const asst = prompt.node.querySelector(
+      '.opencode-msg-assistant'
+    ) as HTMLElement;
+    const toolbar = asst.querySelector(
+      '.opencode-msg-toolbar'
+    ) as HTMLElement;
+    expect(toolbar).not.toBeNull();
+    const buttons = toolbar.querySelectorAll('button');
+    expect(buttons.length).toBe(3);
+    expect(buttons[0].textContent).toContain('复制');
+    expect(buttons[1].textContent).toContain('插入');
+    expect(buttons[2].textContent).toContain('替换');
+    // User messages must NOT get a toolbar.
+    const user = prompt.node.querySelector('.opencode-msg-user');
+    expect(user!.querySelector('.opencode-msg-toolbar')).toBeNull();
+  });
+
+  it('Replace button overwrites the cell source with the assistant content', () => {
+    const cell = makeFakeCell('x = 1');
+    const prompt = new OpenCodeInlinePrompt(cell, {
+      onSubmit: jest.fn(),
+      onCancel: jest.fn(),
+      disabled: false,
+      providers: null
+    });
+    prompt.setMessages([
+      { role: 'assistant', content: 'print("replaced")' }
+    ]);
+    const replaceBtn = prompt.node.querySelector(
+      '.opencode-msg-assistant .opencode-msg-toolbar button:nth-child(3)'
+    ) as HTMLButtonElement;
+    replaceBtn.click();
+
+    const setSource = (cell as any).model.sharedModel.setSource as jest.Mock;
+    expect(setSource).toHaveBeenCalledTimes(1);
+    expect(setSource).toHaveBeenCalledWith('print("replaced")');
+  });
+
+  it('Insert button splices the content at the editor cursor (offset 0)', () => {
+    const cell = makeFakeCell('x = 1');
+    const prompt = new OpenCodeInlinePrompt(cell, {
+      onSubmit: jest.fn(),
+      onCancel: jest.fn(),
+      disabled: false,
+      providers: null
+    });
+    prompt.setMessages([
+      { role: 'assistant', content: 'inserted()\n' }
+    ]);
+    const insertBtn = prompt.node.querySelector(
+      '.opencode-msg-assistant .opencode-msg-toolbar button:nth-child(2)'
+    ) as HTMLButtonElement;
+    insertBtn.click();
+
+    const setSource = (cell as any).model.sharedModel.setSource as jest.Mock;
+    expect(setSource).toHaveBeenCalledTimes(1);
+    // cursor at (0,0) with source "x = 1" -> content is inserted at offset 0
+    expect(setSource).toHaveBeenCalledWith('inserted()\nx = 1');
+  });
+
+  it('Copy button writes the assistant content to the clipboard', () => {
+    const cell = makeFakeCell('x = 1');
+    const prompt = new OpenCodeInlinePrompt(cell, {
+      onSubmit: jest.fn(),
+      onCancel: jest.fn(),
+      disabled: false,
+      providers: null
+    });
+    prompt.setMessages([
+      { role: 'assistant', content: 'copy me' }
+    ]);
+    const copyBtn = prompt.node.querySelector(
+      '.opencode-msg-assistant .opencode-msg-toolbar button:nth-child(1)'
+    ) as HTMLButtonElement;
+    copyBtn.click();
+
+    const writeText = (navigator.clipboard.writeText as unknown as jest.Mock);
+    expect(writeText).toHaveBeenCalledWith('copy me');
+  });
 });
diff --git a/src/components/opencode_inline_prompt.ts b/src/components/opencode_inline_prompt.ts
index ab4a4d1..4fe3ad3 100644
--- a/src/components/opencode_inline_prompt.ts
+++ b/src/components/opencode_inline_prompt.ts
@@ -10,6 +10,7 @@
  * (the AI reply is rendered as markdown inside this history area).
  */
 import { CodeCell } from '@jupyterlab/cells';
+import { Notification } from '@jupyterlab/apputils';
 import { Widget } from '@lumino/widgets';
 import { marked } from 'marked';
 
@@ -65,6 +66,7 @@ function pickDefaultModelId(
 }
 
 export class OpenCodeInlinePrompt extends Widget {
+  private _cell: CodeCell;
   private _textarea: HTMLTextAreaElement;
   private _sendBtn: HTMLButtonElement;
   private _cancelBtn: HTMLButtonElement;
@@ -75,10 +77,11 @@ export class OpenCodeInlinePrompt extends Widget {
   private _historyEl: HTMLDivElement;
 
   constructor(
-    _cell: CodeCell,
+    cell: CodeCell,
     options: IOpenCodeInlinePromptOptions
   ) {
     super();
+    this._cell = cell;
     this.addClass('opencode-inline-prompt');
 
     const flat = flattenProviders(options.providers);
@@ -222,10 +225,124 @@ export class OpenCodeInlinePrompt extends Widget {
       if (msg.role === 'user') {
         wrap.textContent = msg.content;
       } else {
-        wrap.innerHTML = marked.parse(msg.content) as string;
+        // Assistant: small action toolbar (copy / insert at cursor /
+        // replace cell) + the rendered markdown content below.
+        const toolbar = document.createElement('div');
+        toolbar.className = 'opencode-msg-toolbar';
+        const content = msg.content;
+        const mkBtn = (label: string, title: string, onClick: () => void) => {
+          const b = document.createElement('button');
+          b.type = 'button';
+          b.className = 'opencode-msg-btn';
+          b.textContent = label;
+          b.title = title;
+          b.addEventListener('click', onClick);
+          return b;
+        };
+        toolbar.appendChild(
+          mkBtn('📋 复制', '复制内容到剪贴板', () => {
+            void this._copyToClipboard(content);
+          })
+        );
+        toolbar.appendChild(
+          mkBtn('↪ 插入', '在光标位置插入内容', () => {
+            this._insertAtCursor(content);
+          })
+        );
+        toolbar.appendChild(
+          mkBtn('⟳ 替换', '替换整个单元格内容', () => {
+            this._replaceCell(content);
+          })
+        );
+        wrap.appendChild(toolbar);
+
+        const rendered = document.createElement('div');
+        rendered.className = 'opencode-msg-content';
+        rendered.innerHTML = marked.parse(content) as string;
+        wrap.appendChild(rendered);
       }
       this._historyEl.appendChild(wrap);
     }
     this._historyEl.scrollTop = this._historyEl.scrollHeight;
   }
+
+  /**
+   * Copy the given text to the clipboard. Prefers navigator.clipboard
+   * (available in secure contexts incl. JupyterLab). Falls back to a
+   * hidden textarea + execCommand for older / non-secure contexts.
+   */
+  private async _copyToClipboard(text: string): Promise<void> {
+    try {
+      if (
+        typeof navigator !== 'undefined' &&
+        navigator.clipboard &&
+        typeof navigator.clipboard.writeText === 'function'
+      ) {
+        await navigator.clipboard.writeText(text);
+        Notification.info('已复制到剪贴板');
+        return;
+      }
+      const ta = document.createElement('textarea');
+      ta.value = text;
+      ta.style.position = 'fixed';
+      ta.style.opacity = '0';
+      this.node.appendChild(ta);
+      ta.select();
+      document.execCommand('copy');
+      ta.remove();
+      Notification.info('已复制到剪贴板');
+    } catch (e) {
+      Notification.error('复制失败: ' + (e as Error).message);
+    }
+  }
+
+  /**
+   * Insert text at the current editor cursor position. If the cell has
+   * no editor (e.g. a non-Code cell) or the cursor can't be read, falls
+   * back to appending at the end of the cell.
+   */
+  private _insertAtCursor(text: string): void {
+    const cell = this._cell;
+    if (!cell || !cell.model || !cell.model.sharedModel) {
+      return;
+    }
+    const sharedModel = cell.model.sharedModel;
+    const source = sharedModel.getSource() as string;
+    let offset = source.length;
+    try {
+      const editor = (cell as any).editor;
+      const pos = editor && editor.getCursorPosition
+        ? editor.getCursorPosition()
+        : null;
+      if (pos) {
+        const lines = source.split('\n');
+        const line = Math.max(0, Math.min(pos.line, lines.length - 1));
+        const col = Math.max(
+          0,
+          Math.min(pos.column, (lines[line] ?? '').length)
+        );
+        offset = 0;
+        for (let i = 0; i < line; i++) {
+          offset += lines[i].length + 1;
+        }
+        offset += col;
+      }
+    } catch {
+      // Fall back to append on any error reading the cursor.
+      offset = source.length;
+    }
+    const newSource = source.slice(0, offset) + text + source.slice(offset);
+    sharedModel.setSource(newSource);
+    Notification.info('已插入到光标位置');
+  }
+
+  /** Replace the entire cell source with the given text. */
+  private _replaceCell(text: string): void {
+    const cell = this._cell;
+    if (!cell || !cell.model || !cell.model.sharedModel) {
+      return;
+    }
+    cell.model.sharedModel.setSource(text);
+    Notification.info('已替换单元格内容');
+  }
 }
diff --git a/style/base.css b/style/base.css
index b742521..30ba745 100644
--- a/style/base.css
+++ b/style/base.css
@@ -111,6 +111,28 @@
   color: var(--jp-ui-font-color0, #000);
 }
 
+.opencode-inline-prompt .opencode-msg-toolbar {
+  display: flex;
+  gap: 4px;
+  margin-bottom: 4px;
+}
+
+.opencode-inline-prompt .opencode-msg-btn {
+  border: 1px solid var(--jp-border-color2, #ccc);
+  background: var(--jp-layout-color1, #fff);
+  padding: 1px 6px;
+  border-radius: 3px;
+  cursor: pointer;
+  font-size: var(--jp-ui-font-size0, 11px);
+  line-height: 1.4;
+  color: var(--jp-ui-font-color1, #333);
+}
+
+.opencode-inline-prompt .opencode-msg-btn:hover {
+  background: var(--jp-layout-color2, #f7f7f7);
+  border-color: var(--jp-border-color1, #999);
+}
+
 .opencode-inline-prompt .opencode-inline-history pre {
   background: var(--jp-layout-color1, #fff);
   padding: 6px 8px;