Browser Fu

Fixes browser automation failures. Snapshot-first workflow + API discovery behind any website UI. Use when: 'browser not working', 'can't click', 'flaky UI', 'DOM not exposed', 'scrape website', 'browser keeps failing', 'automate this website', 'web scraping', 'element not found'.

Stop fighting the DOM. Read it first, find the API behind it, skip the UI entirely when possible.

The Rule

Never blind-click. Always snapshot first.

text

1. browser snapshot  →  read the page, get element refs
2. browser act       →  use refs from snapshot (e.g. ref="e12")
3. browser snapshot  →  verify what changed

If the snapshot doesn't show what you need, the element isn't in the DOM. Don't guess. Don't retry the same approach.

Decision Tree

On any browser task, follow this order:

1. Can I skip the browser entirely? Check if a CLI tool, API, or web_fetch handles it. If yes, don't open the browser.
2. Can I find the underlying API? See references/api-discovery.md. Most SPAs make fetch/XHR calls you can replicate directly. This is 10x faster and more reliable than UI automation.
3. Can I do it with snapshot + act? Snapshot, find the ref, act on it. One action per snapshot cycle.
4. Does the page need time to load? Use loadState: "networkidle" or a brief wait before snapshotting. SPAs often render asynchronously.
5. Still not working? The site likely has anti-bot protection. Report it, don't retry blindly.

Common Failures and Fixes

Symptom	Wrong approach	Right approach
"Element not found"	Click by text/selector guess	Snapshot first, use exact ref
"DOM not exposed"	Give up	Snapshot with refs="aria", or check network tab for API
Blank/empty page	Retry same URL	loadState: "networkidle", then snapshot. If still blank, JS-heavy SPA, try web_fetch or find API
Clicking does nothing	Click again harder	Snapshot after click to check state. Maybe it DID work but page re-rendered
Login wall	Try to automate login	Use profile="user" for existing session cookies
Infinite scroll	Scroll and pray	Find the pagination API endpoint instead

API Discovery (the power move)

Most modern websites are SPAs with REST/GraphQL APIs behind the UI. See references/api-discovery.md for the full procedure:

1. Open the page in browser
2. Check network requests (console tool or snapshot the page and look for fetch patterns)
3. Find the data endpoint
4. Call it directly with web_fetch or exec curl

This turns a 2-hour flaky scrape into a 2-minute clean data pull.

Snapshot Best Practices

• Use refs="aria" for stable cross-call references
• Keep the same targetId across snapshot/act pairs (don't switch tabs accidentally)
• For complex pages, use depth to limit how deep the DOM tree goes
• compact: true reduces token usage on large pages
• For token-heavy pages where snapshots are too large, pair with predicate-snapshot for ML-ranked element pruning (~95% fewer tokens)

When to NOT Use Browser

• Reading public web pages → web_fetch (faster, no browser overhead)
• Search queries → web_search (Brave API)
• Known APIs (GitHub, Stripe, etc.) → use their CLI/API directly
• Pages that return empty via web_fetch → then use browser

Safeguards

• Never store or output passwords, session tokens, or cookies found in browser state
• Never automate purchases, payments, or irreversible actions without explicit user approval
• If a site blocks automation, respect it. Don't circumvent CAPTCHAs or bot detection