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web-researcher

Fetch web pages and HTTP APIs to produce cited summaries.

39|6|Updated Feb 9, 2026
Search Tags:#automation#research#citations#web#summarize#web-api
One-click install
npx skills add https://github.com/vladkesler/initrunner --skill web-researcher-vladkesler
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: web-researcher
Source: https://github.com/vladkesler/initrunner/tree/main/examples/skills/web-researcher
Command: npx skills add https://github.com/vladkesler/initrunner --skill web-researcher-vladkesler

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Web researchers and AI agents often need reliable, on-demand access to current web content. This skill provides on-demand access to web pages and HTTP API calls, enabling concise, sourced summaries.

Core Features & Use Cases

  • Web page retrieval and summarization using the web_reader tool.
  • HTTP API access for structured data and citations from online services.
  • Use Case: Quickly synthesize information from multiple sources with citations.

Quick Start

Request the agent to fetch a web page and provide a concise, sourced summary.

Frequently Asked Questions about web-researcher

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

FAQPage Schema
How do I summarize web content and extract data from multiple sources with citations?▼

You can summarize web content by fetching pages and making HTTP API calls to extract data. The agent retrieves online information and synthesizes it into concise summaries with source citations attached.

How does automated web page retrieval work for research tasks?▼

Automated web page retrieval uses a web reader tool to fetch online content for research tasks. The agent accesses live web pages, reads the data, and processes the information to provide concise, sourced insights.

Can I use HTTP API calls to fetch structured data for research summaries?▼

Yes, you can use HTTP API calls to fetch structured data for research summaries. The agent interacts with online services to retrieve specific data points, extracts the relevant information, and includes citations in the output.

What is the best way to synthesize information from multiple web pages quickly?▼

The best way to synthesize information from multiple web pages is to request the agent to fetch the desired URLs. It retrieves the web content, performs data extraction across sources, and generates a concise summary with citations.

Do I need specific tools to enable web browsing and page reading for research?▼

Yes, you need web reader and HTTP tools to enable web browsing and page reading. These tools allow the agent to fetch web pages and perform API interactions required for extracting data and generating sourced summaries.

Are there limitations when using automated web research for data extraction?▼

Limitations of automated web research depend on the accessibility of the target web pages and API endpoints. If a source requires authentication or blocks automated fetching, the web reader tool may fail to retrieve the content needed for summaries.

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