react-modernization
Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.
go-rod-master
Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.
Full skill instructions
Rod is a high-level Go driver built directly on the Chrome DevTools Protocol for browser automation and web scraping. Unlike wrappers around other tools, Rod communicates with the browser natively via CDP, providing thread-safe operations, chained context design for timeouts/cancellation, auto-wait for elements, correct iframe/shadow DOM handling, and zero zombie browser processes.
The companion library go-rod/stealth injects anti-bot-detection evasions based on puppeteer-extra stealth, hiding headless browser fingerprints from detection systems.
Risk Level: 🔵 Safe
defer pattern — browsers and pages close automatically.# Core rod library
go get github.com/go-rod/rod@latest
# Stealth anti-detection plugin (ALWAYS include for production scraping)
go get github.com/go-rod/stealth@latest
Rod auto-downloads a compatible Chromium binary on first run. To pre-download:
go run github.com/nichochar/go-rod.github.io/cmd/launcher@latest
Rod manages three layers: Browser → Page → Element.
// Launch and connect to a browser
browser := rod.New().MustConnect()
defer browser.MustClose()
// Create a page (tab)
page := browser.MustPage("https://example.com")
// Find an element
el := page.MustElement("h1")
fmt.Println(el.MustText())
Rod provides two API styles for every operation:
| Style | Method | Use Case |
|---|---|---|
| Must | MustElement(), MustClick(), MustText() | Scripting, debugging, prototyping. Panics on error. |
| Error | Element(), Click(), Text() | Production code. Returns error for explicit handling. |
Production pattern:
el, err := page.Element("#login-btn")
if err != nil {
return fmt.Errorf("login button not found: %w", err)
}
if err := el.Click(proto.InputMouseButtonLeft, 1); err != nil {
return fmt.Errorf("click failed: %w", err)
}
Scripting pattern with Try:
err := rod.Try(func() {
page.MustElement("#login-btn").MustClick()
})
if errors.Is(err, context.DeadlineExceeded) {
log.Println("timeout finding login button")
}
Rod uses Go's context.Context for cancellation and timeouts. Context propagates recursively to all child operations.
// Set a 5-second timeout for the entire operation chain
page.Timeout(5 * time.Second).
MustWaitLoad().
MustElement("title").
CancelTimeout(). // subsequent calls are not bound by the 5s timeout
Timeout(30 * time.Second).
MustText()
Rod supports multiple selector strategies:
// CSS selector (most common)
page.MustElement("div.content > p.intro")
// CSS selector with text regex matching
page.MustElementR("button", "Submit|Send")
// XPath
page.MustElementX("//div[@class='content']//p")
// Search across iframes and shadow DOM (like DevTools Ctrl+F)
page.MustSearch(".deeply-nested-element")
Rod automatically retries element queries until the element appears or the context times out. You do not need manual sleeps:
// This will automatically wait until the element exists
el := page.MustElement("#dynamic-content")
// Wait until the element is stable (position/size not changing)
el.MustWaitStable().MustClick()
// Wait until page has no pending network requests
wait := page.MustWaitRequestIdle()
page.MustElement("#search").MustInput("query")
wait()
IMPORTANT: For any production scraping or automation against real websit
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