iphone如何强制关机重启
2026-08-14 3450389
2026-08-14 0
Web Search Plus 是专为 Openclaw Skills 生态系统设计的复杂搜索编排工具。它通过实施智能自动路由系统，消除了开发人员手动选择搜索提供商的需求。通过分析多信号查询意图，该技能会选择最合适的引擎——无论是通过 Serper 获取 Google 购物结果，使用 Tavily 进行学术研究，还是使用 Perplexity 获取带引用的 AI 回答。
该技能提供了一个访问六个不同提供商的单一接口：Serper、Tavily、Exa、Perplexity、You.com 和注重隐私的 SearXNG。它具有弹性和灵活性，仅需一个活跃的 API 密钥即可运行，同时提供跨多个提供商扩展的能力，以便在 Openclaw Skills 中进行全面的 Web 数据检索。
下载入口:https://github.com/openclaw/skills/tree/main/skills/robbyczgw-cla/web-search-plus
从源直接安装技能的最快方式。
npx clawhub@latest install web-search-plus
将技能文件夹复制到以下位置之一
全局模式~/.openclaw/skills/
工作区
/skills/ 优先级：工作区 > 本地 > 内置
将此提示词复制到 OpenClaw 即可自动安装。
请帮我使用 Clawhub 安装 web-search-plus。如果尚未安装 Clawhub，请先安装（npm i -g clawhub）。
要开始在 Openclaw Skills 框架中使用此技能，请按照以下步骤操作：
# 运行交互式设置向导以配置提供商
python3 scripts/setup.py
# 或者，手动配置环境变量
export SERPER_API_KEY="your-api-key"
# 注意：启动仅需一个提供商密钥。
该技能返回专为 AI 智能体设计的结构化数据。以下是主要输出结构：
| 字段 | 类型 | 描述 |
|---|---|---|
provider |
字符串 | 使用的引擎（如 serper, tavily, exa）。 |
query |
字符串 | 经处理的搜索查询。 |
results |
数组 | 包含 title、url、snippet 和 score 的结果对象列表。 |
routing |
对象 | 包含 auto_routed 状态和 confidence_level 的元数据。 |
fallback_used |
布尔值 | 指示系统是否因错误而切换了提供商。 |
name: web-search-plus
version: 2.8.6
description: Unified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically select between Serper (Google), Tavily (Research), Exa (Neural), Perplexity (AI Answers), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted) with confidence scoring.
tags: [search, web-search, serper, tavily, exa, perplexity, you, searxng, google, research, semantic-search, auto-routing, multi-provider, shopping, rag, free-tier, privacy, self-hosted, kilo]
metadata: {"openclaw":{"requires":{"bins":["python3","bash"],"env":{"SERPER_API_KEY":"optional","TAVILY_API_KEY":"optional","EXA_API_KEY":"optional","YOU_API_KEY":"optional","SEARXNG_INSTANCE_URL":"optional","KILOCODE_API_KEY":"optional — required for Perplexity provider (via Kilo Gateway)"},"note":"Only ONE provider key needed. All are optional."}}}
Stop choosing search providers. Let the skill do it for you.
This skill connects you to 6 search providers (Serper, Tavily, Exa, Perplexity, You.com, SearXNG) and automatically picks the best one for each query. Shopping question? → Google results. Research question? → Deep research engine. Need a direct answer? → AI-synthesized with citations. Want privacy? → Self-hosted option.
# Interactive setup (recommended for first run)
python3 scripts/setup.py
# Or manual: copy config and add your keys
cp config.example.json config.json
The wizard explains each provider, collects API keys, and configures defaults.
You only need ONE key to get started. Add more providers later for better coverage.
| Provider | Free Tier | Best For | Sign Up |
|---|---|---|---|
| Serper | 2,500/mo | Shopping, prices, local, news | serper.dev |
| Tavily | 1,000/mo | Research, explanations, academic | tavily.com |
| Exa | 1,000/mo | "Similar to X", startups, papers | exa.ai |
| Perplexity | Via Kilo | Direct answers with citations | kilo.ai |
| You.com | Limited | Real-time info, AI/RAG context | api.you.com |
| SearXNG | FREE ? | Privacy, multi-source, $0 cost | Self-hosted |
Setting your keys:
# Option A: .env file (recommended)
export SERPER_API_KEY="your-key"
export TAVILY_API_KEY="your-key"
# Option B: config.json
{ "serper": { "api_key": "your-key" } }
| I want to... | Provider | Example Query |
|---|---|---|
| Find product prices | Serper | "iPhone 16 Pro Max price" |
| Find restaurants/stores nearby | Serper | "best pizza near me" |
| Understand how something works | Tavily | "how does HTTPS encryption work" |
| Do deep research | Tavily | "climate change research 2024" |
| Find companies like X | Exa | "startups similar to Notion" |
| Find research papers | Exa | "transformer architecture papers" |
| Get a direct answer with sources | Perplexity | "events in Berlin this weekend" |
| Know the current status of something | Perplexity | "what is the status of Ethereum upgrades" |
| Get real-time info | You.com | "latest AI regulation news" |
| Search without being tracked | SearXNG | anything, privately |
Pro tip: Just search normally! Auto-routing handles most queries correctly. Override with -p provider when needed.
The skill looks at your query and picks the best provider:
"iPhone 16 price" → Serper (shopping keywords)
"how does quantum computing work" → Tavily (research question)
"companies like stripe.com" → Exa (URL detected, similarity)
"events in Graz this weekend" → Perplexity (local + direct answer)
"latest news on AI" → You.com (real-time intent)
"search privately" → SearXNG (privacy keywords)
What if it picks wrong? Override it: python3 scripts/search.py -p tavily -q "your query"
Debug routing: python3 scripts/search.py --explain-routing -q "your query"
python3 scripts/search.py -q "Tesla Model 3 price"
python3 scripts/search.py -q "explain machine learning"
python3 scripts/search.py -q "startups like Figma"
python3 scripts/search.py -p serper -q "weather Berlin"
python3 scripts/search.py -p tavily -q "quantum computing" --depth advanced
python3 scripts/search.py -p exa --similar-url "https://stripe.com" --category company
python3 scripts/search.py -p you -q "breaking tech news" --include-news
python3 scripts/search.py -p searxng -q "linux distros" --engines "google,bing"
{
"auto_routing": {
"enabled": true,
"fallback_provider": "serper",
"confidence_threshold": 0.3,
"disabled_providers": []
},
"serper": {"country": "us", "language": "en"},
"tavily": {"depth": "advanced"},
"exa": {"type": "neural"},
"you": {"country": "US", "include_news": true},
"searxng": {"instance_url": "https://your-instance.example.com"}
}
| Feature | Serper | Tavily | Exa | Perplexity | You.com | SearXNG |
|---|---|---|---|---|---|---|
| Speed | ??? | ?? | ?? | ?? | ??? | ?? |
| Direct Answers | ? | ? | ? | ?? | ? | ? |
| Citations | ? | ? | ? | ? | ? | ? |
| Factual Accuracy | ??? | ??? | ?? | ??? | ??? | ??? |
| Semantic Understanding | ? | ?? | ??? | ??? | ?? | ? |
| Full Page Content | ? | ? | ? | ? | ? | ? |
| Shopping/Local | ? | ? | ? | ? | ? | ? |
| Find Similar Pages | ? | ? | ? | ? | ? | ? |
| RAG-Optimized | ? | ? | ? | ? | ?? | ? |
| Privacy-First | ? | ? | ? | ? | ? | ?? |
| API Cost | $$ | $$ | $$ | Via Kilo | $ | FREE |
No. You only need keys for providers you want to use. Start with one (Serper recommended), add more later.
Serper — fastest, cheapest, largest free tier (2,500 queries/month), and handles most queries well.
The skill automatically falls back to your other configured providers. Or switch to SearXNG (unlimited, self-hosted).
Yes, if self-hosted. You control the server, no tracking, no profiling. Public instances depend on the operator's policy.
# Docker (5 minutes)
docker run -d -p 8080:8080 searxng/searxng
Then enable JSON API in settings.yml. See docs.searxng.org.
Sometimes queries are ambiguous. Use --explain-routing to see why, then override with -p provider if needed.
If one provider fails (rate limit, timeout, error), the skill automatically tries the next provider. You'll see routing.fallback_used: true in the response when this happens.
{
"provider": "serper",
"query": "iPhone 16 price",
"results": [{"title": "...", "url": "...", "snippet": "...", "score": 0.95}],
"routing": {
"auto_routed": true,
"provider": "serper",
"confidence": 0.78,
"confidence_level": "high"
}
}
Tavily, Serper, and Exa are NOT core OpenClaw providers.
? Don't modify ~/.openclaw/openclaw.json for these
? Use this skill's scripts — keys auto-load from .env
SearXNG SSRF Protection: The SearXNG instance URL is validated with defense-in-depth:
http/https schemes onlySEARXNG_ALLOW_PRIVATE=1