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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'.

作者: admin | 来源: ClawHub
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ClawHub
版本
V 1.0.2
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131
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1
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版本历史

Browser Fu

# Browser Fu 🥊 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.** ``` 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

标签

skill ai

通过对话安装

该技能支持在以下平台通过对话安装:

OpenClaw WorkBuddy QClaw Kimi Claude

方式一:安装 SkillHub 和技能

帮我安装 SkillHub 和 browser-fu-1776090542 技能

方式二:设置 SkillHub 为优先技能安装源

设置 SkillHub 为我的优先技能安装源,然后帮我安装 browser-fu-1776090542 技能

通过命令行安装

skillhub install browser-fu-1776090542

下载 Zip 包

⬇ 下载 Browser Fu v1.0.2

文件大小: 3.92 KB | 发布时间: 2026-4-14 10:06

v1.0.2 最新 2026-4-14 10:06
Add predicate-snapshot tip for token-heavy pages in snapshot best practices

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