kernel-python-sdk（kernel Python SDK 测试）

When to Use This Skill

Use the Kernel Python SDK when you need to:

• Build browser automation scripts - Create Python programs that control remote browsers
• Execute server-side automation - Run Playwright code directly in the browser VM without local dependencies
• Manage browser sessions programmatically - Create, configure, and control browsers from code
• Build scalable scraping/testing tools - Use browser pools and profiles for high-volume automation
• Deploy automation as actions - Package scripts as Kernel actions for invocation via API

When NOT to use:

• For CLI commands (e.g., kernel browsers create), use the kernel-cli skill instead
• For quick one-off tasks, the CLI may be simpler than writing code

Core Concepts

SDK Architecture

The SDK is organized into resource-based modules:

• kernel.browsers - Browser session management (create, list, delete)
• kernel.browsers.playwright - Server-side Playwright execution
• kernel.browsers.computer - OS-level controls (mouse, keyboard, screenshots)
• kernel.browser_pools - Pre-warmed browser pool management
• kernel.profiles - Persistent browser profiles (auth state)
• kernel.auth.connections - Managed auth (create, login, submit, follow, retrieve, delete)
• kernel.credential_providers - External credential providers (1Password)
• kernel.proxies - Proxy configuration
• kernel.extensions - Chrome extension management
• kernel.deployments - App deployment
• kernel.invocations - Action invocation

Two Automation Approaches

1. Server-side Execution (RECOMMENDED)

• Execute Playwright code directly in browser VM using kernel.browsers.playwright.execute(session_id, code="...")
• session_id must be passed as a positional argument (first parameter), not as id= keyword
• Response accessed via response.result - MUST use return in code to get data back
• Best for: Most use cases, production automation, parallel execution, actions

2. CDP Connection (Client-side)

• Connect Playwright to browser via CDP WebSocket URL
• Code runs locally, browser runs remotely; requires local Playwright installation
• Best for: Complex debugging, specific local development needs

Patterns Reference

Import Patterns

• Standard: from kernel import Kernel
• For actions: import kernel and from kernel import Kernel
• For typed payloads: from typing import TypedDict
• For CDP: from playwright.async_api import async_playwright

SDK Initialization

• client = Kernel() reads KERNEL_API_KEY from environment automatically

Action Handler Pattern

from typing import TypedDict
from kernel import Kernel

app = kernel.App("app-name")

class TaskInput(TypedDict):
    task: str

@app.action("action-name")
async def my_action(ctx: kernel.KernelContext, input_data: TaskInput):
    # Access input: input_data["task"] or input_data.get("task")
    ...

CDP Connection Pattern (Client-side)

async with async_playwright() as playwright:
    browser = await playwright.chromium.connect_over_cdp(kernel_browser.cdp_ws_url)
    context = browser.contexts[0] if browser.contexts else await browser.new_context()
    page = context.pages[0] if context.pages else await context.new_page()

Binary Data Handling

Binary data (screenshots, PDFs) returns as Node.js Buffer: {'data': [byte_array], 'type': 'Buffer'}

# Follow canonical pattern above, then:
if response.success and response.result:
    data = bytes(response.result['data'])
    with open("output.png", "wb") as f:
        f.write(data)

Installation

• uv pip install kernel or pip install kernel
• For CDP: uv pip install playwright

References

• Kernel Documentation: https://www.kernel.sh/docs
• API Reference: https://www.kernel.sh/docs/api-reference/
• Templates: https://www.kernel.sh/docs/reference/cli/create#available-templates
• Quickstart Guide: https://www.kernel.sh/docs/quickstart
• Examples: examples