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anysearch

Unify web, domain-specific, and batch searches with full-page content extraction.

26|12|Updated Feb 26, 2026
Search Tags:#web search#search#content extraction#batch search#vertical search#real-time search
One-click install
npx skills add https://github.com/insmtx/Lework --skill anysearch-insmtx
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: anysearch
Source: https://github.com/insmtx/Lework/tree/main/backend/skills/worker/anysearch
Command: npx skills add https://github.com/insmtx/Lework --skill anysearch-insmtx

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, jq, curl, and includes scripts (resource) components.

What problem does it solve?

AI agents lack a single, unified tool to access real-time web information, domain-specific structured data, and full webpage content, leading to fragmented search workflows and incomplete context for time-sensitive or specialized tasks.

Core Features & Use Cases

  • General and vertical domain search: Look up common knowledge facts or optimized structured data for specialized topics like stock prices, academic papers, legal cases, and code documentation.
  • Parallel batch search: Run multiple independent queries in a single call to speed up research on related topics.
  • Full-page content extraction: Pull the full text of a webpage beyond search snippets to verify details or extract structured content like tables and code. For example, a research agent can use batch search to look up multiple company financials, then extract full content from their investor relations pages to compile a comparative report.

Quick Start

Ask your AI agent to search for the latest AAPL stock price, or to extract the full content of a specific news article URL, and it will automatically use this skill to complete the request.

Frequently Asked Questions about anysearch

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

FAQPage Schema
How do I perform a real-time web search and extract full webpage content for an AI agent?▼

Real-time web search and full webpage content extraction are handled by executing cross-platform CLI scripts that pull complete text beyond search snippets for research and fact-checking tasks.

Can I run multiple independent search queries in a single call for batch research?▼

Parallel batch search allows you to run multiple independent queries in a single call, speeding up research on related topics like comparing multiple company financials or academic papers.

Does this unified search tool support vertical domain-specific queries like finance or legal cases?▼

Vertical search supports optimized structured data retrieval for specialized domains including stock prices, academic papers, legal cases, and code documentation alongside general web search.

Do I need an API key to use the real-time search engine for AI agents?▼

Optional API key authentication is supported to enable higher rate limits, while automatic runtime detection ensures seamless agent integration without mandatory API key configuration.

What is the best way to gather structured data and verify details from investor relations pages?▼

Use batch search to look up financial data, then apply full-page content extraction to pull full text from specific URLs to verify details and extract structured content like tables and code.

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