Tencent SkillHub · Developer Tools

Web Search Pro

Multi-engine web search with full parameter control. Supports Tavily, Exa, Serper, and SerpAPI with domain filtering, date ranges, deep search, news mode, and content extraction. Auto-selects the best engine based on query type and available API keys. 多引擎精细化搜索：支持域名过滤、日期范围、深度搜索、新闻模式、内容提取。根据查询类型和可用 API Key 自动选择最优引擎。

skill openclawclawhub Free

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Requirements

Target platform: OpenClaw
Install method: Manual import
Extraction: Extract archive
Prerequisites: OpenClaw
Primary doc: SKILL.md

Package facts

Download mode: Manual review
Package format: ZIP package
Source platform: Tencent SkillHub
What's included: README.md, SKILL.md, docs/clawhub-compliance.md, scripts/bootstrap.mjs, scripts/cache.mjs, scripts/capabilities.mjs

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Release facts

Source: Tencent SkillHub
Verification: Indexed source record
Version: 2.1.4

Provenance

Publisher: Zjianru
Source page: View original listing
Canonical URL: Open canonical page

Documentation

ClawHub primary doc Primary doc: SKILL.md 11 sections Open source page

Web Search Pro 2.1 Core Profile

This ClawHub package publishes the core retrieval profile of web-search-pro. It is a code-backed Node runtime package, not an instruction-only bundle.

Use This Skill When

the caller needs live web search or news search the caller needs docs lookup or code lookup the caller may continue from search into extract, crawl, map, or research the agent needs explainable routing and visible federated-search gains the first run needs a real no-key baseline

Quick Start

The shortest successful path is: Option A: No-key baseline Option B: Add one premium provider Then try docs, news, and research

Option A: No-key baseline

No API key is required for the first successful run. node {baseDir}/scripts/doctor.mjs --json node {baseDir}/scripts/bootstrap.mjs --json node {baseDir}/scripts/search.mjs "OpenAI Responses API docs" --json

Option B: Add one premium provider

If you only add one premium provider, start with TAVILY_API_KEY. export TAVILY_API_KEY=tvly-xxxxx node {baseDir}/scripts/doctor.mjs --json node {baseDir}/scripts/search.mjs "latest OpenAI news" --type news --json

First successful searches

node {baseDir}/scripts/search.mjs "OpenClaw web search" --json node {baseDir}/scripts/search.mjs "OpenAI Responses API docs" --preset docs --plan --json node {baseDir}/scripts/extract.mjs "https://platform.openai.com/docs" --json

Then try docs, news, and research

node {baseDir}/scripts/search.mjs "OpenAI Responses API docs" --preset docs --json node {baseDir}/scripts/search.mjs "latest OpenAI news" --type news --json node {baseDir}/scripts/research.mjs "OpenClaw search skill landscape" --plan --json

Install Model

ClawHub installs this bundle directly as a code-backed Node skill pack. hard runtime requirement: node no remote installer, curl-to-shell bootstrap, or Python helper transport in the baseline path optional runtime config file: config.json local state directory: .cache/web-search-pro

Why Federated Search Matters

Federation is not just "more providers". It exposes compact gain metrics: federated.value.additionalProvidersUsed federated.value.resultsRecoveredByFanout federated.value.resultsCorroboratedByFanout federated.value.duplicateSavings routingSummary.federation.value

Runtime Contract

selectedProvider The planner's primary route. routingSummary Compact route explanation with confidence and federation summary. routing.diagnostics Full route diagnostics exposed by --explain-routing or --plan. federated.providersUsed The providers that actually returned results when fanout is active. federated.value Compact federation gain summary for added providers, recovered results, corroboration, and duplicate savings. cached / cache Cache hit plus TTL telemetry for agents. topicType, topicSignals, researchAxes Structured planning summaries for the model-facing research pack.

Commands By Task

Included commands: search.mjs extract.mjs crawl.mjs map.mjs research.mjs doctor.mjs bootstrap.mjs capabilities.mjs review.mjs cache.mjs health.mjs Runtime notes: Node is the only hard runtime requirement. No API key is required for the baseline. Optional provider credentials or endpoints widen coverage. Baseline outbound requests use curl when available and fall back to built-in fetch. Baseline: No API key is required for the baseline. ddg is best-effort no-key search. fetch is the no-key extract / crawl / map fallback. Optional provider credentials or endpoints unlock stronger coverage: TAVILY_API_KEY=tvly-xxxxx EXA_API_KEY=exa-xxxxx QUERIT_API_KEY=xxxxx SERPER_API_KEY=xxxxx BRAVE_API_KEY=xxxxx SERPAPI_API_KEY=xxxxx YOU_API_KEY=xxxxx SEARXNG_INSTANCE_URL=https://searx.example.com # Perplexity / Sonar: choose one transport path PERPLEXITY_API_KEY=xxxxx OPENROUTER_API_KEY=xxxxx OPENROUTER_BASE_URL=https://openrouter.ai/api/v1 # optional override KILOCODE_API_KEY=xxxxx # Or use a custom OpenAI-compatible gateway PERPLEXITY_GATEWAY_API_KEY=xxxxx PERPLEXITY_BASE_URL=https://gateway.example.com/v1 PERPLEXITY_MODEL=perplexity/sonar-pro # accepts sonar* or perplexity/sonar* Review and diagnostics: node {baseDir}/scripts/capabilities.mjs --json node {baseDir}/scripts/doctor.mjs --json node {baseDir}/scripts/bootstrap.mjs --json node {baseDir}/scripts/review.mjs --json Search keywords: web search, news search, latest updates, current events, docs search, API docs, code search, company research, competitor analysis, site crawl, site map, multilingual search, Baidu search, answer-first search, cited answers, explainable routing, no-key baseline

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package

3 Docs3 Scripts

SKILL.md Primary doc
docs/clawhub-compliance.md Docs
README.md Docs
scripts/bootstrap.mjs Scripts
scripts/cache.mjs Scripts
scripts/capabilities.mjs Scripts