web-search

name	web-search
description	General web search skill that uses browser automation to utilize multiple search engines and selects priority chains based on search intent. Supports: Perplexity, Metaso AI, Google, Bing, Brave, DuckDuckGo, Baidu, Sogou, Tavily. Triggers when the user mentions "web search", "search for", "search for me", "look it up online", "search engine", or needs real-time information from the internet.
compatibility	browser_use tool required; optional login for Perplexity; no API key required for browser-based engines

web-search

Use browser automation to search the web through multiple engines, then fall back automatically when one engine is blocked, logged out, or returns poor results.

When to use

Activate this skill when the user wants:

• real-time web search
• search engine results instead of model memory
• Chinese web search or structured AI answers
• engine-specific search (Google / Bing / Brave / Perplexity / Metaso AI)
• fallback behavior across multiple search engines

Search engines

Engine	URL pattern	Strength	Notes
Perplexity	https://www.perplexity.ai/search?q={query}	Highest answer quality	Needs login once
Metaso AI	https://metaso.cn/	Strong Chinese results	Home page interaction may be needed
Google	https://www.google.com/search?q={query}	Best general web coverage	Stable fallback
Bing	https://www.bing.com/search?q={query}	Good Chinese + AI summary	Stable fallback
Brave	https://search.brave.com/search?q={query}	Privacy-friendly	Good backup
DuckDuckGo	https://html.duckduckgo.com/html/?q={query}	Lightweight privacy search	May show anomaly pages
Baidu	https://www.baidu.com/s?wd={query}	Strong Chinese index	Use for Chinese web results
Sogou	https://www.sogou.com/web?query={query}	Chinese / WeChat-heavy results	Secondary Chinese backup
Tavily	API-based	Agent-oriented	Requires API key

Intent-based priority chains

Choose the search chain by user intent.

Deep research / comparison / trend analysis

Perplexity -> Metaso AI -> Bing -> Google -> Brave

Chinese search / Chinese summary / local context

Metaso AI -> Perplexity -> Baidu -> Bing -> Google

General web search / official site / original page lookup

Google -> Bing -> Brave -> DuckDuckGo

Privacy-first search

Brave -> DuckDuckGo -> Bing

Fallback rules

Immediately switch to the next engine when any of these happens:

• login expired
• captcha / verification / blocked / robot / abnormal traffic
• empty result page
• redirected back to the home page
• page structure is broken and no useful text can be extracted
• only input box is visible with no actual results

Success criteria

Treat a search as successful when at least two of these are true:

• the page title or URL clearly indicates a result page
• extracted text is non-empty and contains meaningful results
• there are structured answers, result lists, citations, or related questions
• the content is clearly not just the search homepage

Execution flow

1. Infer search intent from the user request.
2. Select the matching priority chain.
3. Try the first engine.
4. Extract text with browser tools.
5. Check success criteria.
6. If blocked or poor, switch to the next engine.
7. Return the first good result, and optionally add a second source for comparison.

Scripts

• scripts/browser_search.py — generate engine priority plans and fallback chains
• evals/evals.json — prompt coverage for the main routing scenarios

Notes

• Prefer Perplexity for best answer quality when login is valid.
• Prefer Metaso AI for Chinese structured answers.
• Prefer Google/Bing for finding original pages and official websites.
• Use Brave/DuckDuckGo as privacy-oriented backups.
• Do not rely on a single engine; fallback is part of the skill design.