Agent-first web search and retrieval for live web search, news search, docs lookup, code lookup, company research, site crawl, site map, and structured evide...
Real data. Real impact.
Emerging
Developers
Per week
Open source
Skills give you superpowers. Install in 30 seconds.
This ClawHub package publishes the core retrieval profile of
web-search-proThe shortest successful path is:
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
If you only add one premium provider, start with
TAVILY_API_KEYexport TAVILY_API_KEY=tvly-xxxxx node {baseDir}/scripts/doctor.mjs --json node {baseDir}/scripts/search.mjs "latest OpenAI news" --type news --json
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
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
ClawHub installs this bundle directly as a code-backed Node skill pack.
nodeconfig.json.cache/web-search-proFederation is not just "more providers". It exposes compact gain metrics:
federated.value.additionalProvidersUsedfederated.value.resultsRecoveredByFanoutfederated.value.resultsCorroboratedByFanoutfederated.value.duplicateSavingsroutingSummary.federation.valueselectedProviderroutingSummaryrouting.diagnostics--explain-routing--planfederated.providersUsedfederated.valuecachedcachetopicTypetopicSignalsresearchAxesIncluded commands:
search.mjsextract.mjscrawl.mjsmap.mjsresearch.mjsdoctor.mjsbootstrap.mjscapabilities.mjsreview.mjscache.mjshealth.mjsRuntime notes:
curlfetchBaseline:
ddgfetchOptional 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.comPerplexity / 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 searchnews searchlatest updatescurrent eventsdocs searchAPI docscode searchcompany researchcompetitor analysissite crawlsite mapmultilingual searchBaidu searchanswer-first searchcited answersexplainable routingno-key baselineNo automatic installation available. Please visit the source repository for installation instructions.
View Installation Instructions
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