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PrimeIntellect-ai
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websearch

Execute concurrent Google web searches via the Serper API.

113|35|Updated Nov 29, 2025
Search Tags:#knowledge graph#information retrieval#google#websearch#serper api#parallel queries#research sourcing
One-click install
npx skills add https://github.com/PrimeIntellect-ai/research-environments --skill websearch-primeintellect-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: websearch
Source: https://github.com/PrimeIntellect-ai/research-environments/tree/main/environments/rlm_deepdive/rlm_deepdive/skills/websearch
Command: npx skills add https://github.com/PrimeIntellect-ai/research-environments --skill websearch-primeintellect-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires httpx, rlm.

What problem does it solve?

Websearch helps you quickly gather credible information from the web when you need background context, sources, or leads but don’t want to browse manually.

Core Features & Use Cases

  • Parallel multi-query search: Run up to 10 Google queries concurrently to cover different angles of the same topic.
  • Rich, structured output: Return titles, URLs, snippets, and knowledge-graph fields formatted into readable sections.
  • Built-in “People Also Ask” context: Include a small set of follow-up questions and snippets when available.
  • Use Case: Research a product or technical question by searching for definitions, implementations, and comparisons at the same time, then extract the best source links for your report.

Quick Start

Ask an AI to run the websearch skill with your list of Google queries to receive formatted search results with URLs, snippets, and knowledge-graph data.

Frequently Asked Questions about websearch

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I perform parallel Google searches for background research?▼

Run parallel Google searches for background research by executing up to 10 concurrent queries via the Serper API. This returns formatted titles, URLs, snippets, and knowledge-graph fields to cover multiple topic angles simultaneously.

What is included in Serper API web search results for topic exploration?▼

Serper API web search results for topic exploration include titles, URLs, snippets, knowledge-graph fields, and built-in People Also Ask context. These structured outputs provide credible web sources and leads without manual browsing.

Do I need a Serper API key to retrieve web search results?▼

You need a Serper API key to retrieve web search results. The skill uses this HTTP key, along with configurable concurrency, timeouts, and result limits, to fetch formatted Google search data for research sourcing.

How do I gather evidence across multiple queries using Google search?▼

Gather evidence across multiple queries using Google search by running concurrent requests through the Serper API. This allows you to extract definitions, implementations, and comparison source links for your report simultaneously.

Are there limitations when using concurrent Google queries for research sourcing?▼

Limitations when using concurrent Google queries for research sourcing include a maximum of 10 simultaneous requests. The skill relies on the Serper API, meaning search volume and rate limits are bound by your specific API plan constraints.

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