Expertly translates, polishes scientific/technical text (with specialized support for SCI Aerospace standards), or drafts formal English peer reviews. Ensures accuracy, clarity, and adherence to high academic standards.
日本語の概要は準備中です。原文の説明を表示しています。
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Browser automation that maintains page state across script executions. Write small, focused scripts to accomplish tasks incrementally. Once you've proven out part of a workflow and there is repeated work to be done, you can write a script to do the repeated work in a single execution.
getAISnapshot() to discover elements and selectSnapshotRef() to interact with themTwo modes available. Ask the user if unclear which to use.
Launches a new Chromium browser for fresh automation sessions.
./skills/dev-browser/server.sh &
Add --headless flag if user requests it. Wait for the Ready message before running scripts.
Connects to user's existing Chrome browser. Use this when:
Important: The core flow is still the same. You create named pages inside of their browser.
Start the relay server:
cd skills/dev-browser && npm i && npm run start-extension &
Wait for Waiting for extension to connect... followed by Extension connected in the console. To know that a client has connected and the browser is ready to be controlled.
Workflow:
client.page("name") just like the normal mode to create new pages / connect to existing ones.If the extension hasn't connected yet, tell the user to launch and activate it. Download link: https://github.com/SawyerHood/dev-browser/releases
Run all scripts from
skills/dev-browser/directory. The@/import alias requires this directory's config.
Execute scripts inline using heredocs:
cd skills/dev-browser && npx tsx <<'EOF'
import { connect, waitForPageLoad } from "@/client.js";
const client = await connect();
// Create page with custom viewport size (optional)
const page = await client.page("example", { viewport: { width: 1920, height: 1080 } });
await page.goto("https://example.com");
await waitForPageLoad(page);
console.log({ title: await page.title(), url: page.url() });
await client.disconnect();
EOF
Write to tmp/ files only when the script needs reuse, is complex, or user explicitly requests it.
"checkout", "login", not "main"await client.disconnect() - pages persist on serverpage.evaluate() runs in browser - no TypeScript syntaxFollow this pattern for complex tasks:
Code passed to page.evaluate() runs in the browser, which doesn't understand TypeScript:
// ✅ Correct: plain JavaScript
const text = await page.evaluate(() => {
return document.body.innerText;
});
// ❌ Wrong: TypeScript syntax will fail at runtime
const text = await page.evaluate(() => {
const el: HTMLElement = document.body; // Type annotation breaks in browser!
return el.innerText;
});
For scraping large datasets, intercept and replay network requests rather than scrolling the DOM. See references/scraping.md for the complete guide covering request capture, schema discovery, and paginated API replay.
const client = await connect();
// Get or create named page (viewport only applies to new pages)
const page = await client.page("name");
const pageWithSize = await client.page("name", { viewport: { width: 1920, height: 1080 } });
const pages = await client.list(); // List all page names
await client.close("name"); // Close a page
await client.disconnect(); // Disconnect (pages persist)
// ARIA Snapshot methods
const snapshot = await client.getAISnapshot("name"); // Get accessibility tree
const element = await client.selectSnapshotRef("name", "e5"); // Get element by ref
The page object is a standard Playwright Page.
import { waitForPageLoad } from "@/client.js";
await waitForPageLoad(page); // After navigation
await page.waitForSelector(".results"); // For specific elements
await page.waitForURL("**/success"); // For specific URL
await page.screenshot({ path: "tmp/screenshot.png" });
await page.screenshot({ path: "tmp/full.png", fullPage: true });
Use getAISnapshot() to discover page elements. Returns YAML-formatted accessibility tree:
- banner:
- link "Hacker News" [ref=e1]
- navigation:
- link "new" [ref=e2]
- main:
- list:
- listitem:
- link "Article Title" [ref=e8]
- link "328 comments" [ref=e9]
- contentinfo:
- textbox [ref=e10]
- /placeholder: "Search"
Interpreting refs:
[ref=eN] - Element reference for interaction (visible, clickable elements only)[checked], [disabled], [expanded] - Element states[level=N] - Heading level/url:, /placeholder: - Element propertiesInteracting with refs:
const snapshot = await client.getAISnapshot("hackernews");
console.log(snapshot); // Find the ref you need
const element = await client.selectSnapshotRef("hackernews", "e2");
await element.click();
Page state persists after failures. Debug with:
cd skills/dev-browser && npx tsx <<'EOF'
import { connect } from "@/client.js";
const client = await connect();
const page = await client.page("hackernews");
await page.screenshot({ path: "tmp/debug.png" });
console.log({
url: page.url(),
title: await page.title(),
bodyText: await page.textContent("body").then((t) => t?.slice(0, 200)),
});
await client.disconnect();
EOF
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Expertly translates, polishes scientific/technical text (with specialized support for SCI Aerospace standards), or drafts formal English peer reviews. Ensures accuracy, clarity, and adherence to high academic standards.
日本語の概要は準備中です。原文の説明を表示しています。
将中文学术文本翻译为符合国际期刊标准的高级英语,并提供多个润色版本以供选择。确保术语准确、逻辑严谨、句式复杂,彻底消除中式英语。
日本語の概要は準備中です。原文の説明を表示しています。
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
日本語の概要は準備中です。原文の説明を表示しています。
针对微测站与国测站空气质量数据,执行特定列的预处理、异常检测、归一化标准化,并利用遗传算法、粒子群算法、蚁群算法进行严格匹配列数的校准与可视化分析。
日本語の概要は準備中です。原文の説明を表示しています。
扮演人工智能辅助医生,结合最新AI工具(如医学成像、机器学习)和传统方法(如体检、实验室测试)来诊断病人症状的最可能原因。
日本語の概要は準備中です。原文の説明を表示しています。
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
日本語の概要は準備中です。原文の説明を表示しています。