deep_research

Research topics via web search, URL reading, and document analysis.

8|Updated Jan 13, 2026
One-click install
npx skills add https://github.com/hxk622/TokenDance --skill deep-research-hxk622
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deep_research
Source: https://github.com/hxk622/TokenDance/tree/main/backend/app/skills/builtin/deep_research
Command: npx skills add https://github.com/hxk622/TokenDance --skill deep-research-hxk622

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of gathering, synthesizing, and analyzing information from various sources to provide comprehensive research reports, eliminating the need for manual web scraping and data aggregation.

Core Features & Use Cases

  • Multi-Source Search: Conducts web searches, analyzes WeChat articles, and can interact with web browsers for dynamic content.
  • Document Analysis: Supports uploading and analyzing PDF, Excel, and Word documents, automatically converting them to Markdown.
  • Information Synthesis: Aggregates findings, cross-validates data, and cites sources for credibility.
  • Use Case: Researching a new market trend by searching for industry reports, competitor analyses, and recent news articles, then summarizing the findings into a structured report.

Quick Start

Research the market size and key players for "AI Agents" in 2024.

Frequently Asked Questions about deep_research

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

FAQPage Schema
How do I automate market research and synthesize information from multiple web sources?

Automate market research by leveraging web search, URL reading, and browser automation tools to gather data. The system synthesizes information from multiple sources, cross-validates data points, and generates structured reports with citations.

Can I analyze PDF, Excel, and Word documents for research data extraction?

Yes, you can analyze PDF, Excel, and Word documents for research. The system supports document uploads, automatically converts them to Markdown, and extracts key data points to include in the final synthesized analysis.

How does browser automation work for scraping dynamic web content?

Browser automation handles dynamic web content by performing automated interactions with web pages. This allows the research process to access and extract data from interactive sites that standard web scraping cannot reach.

What is the best way to extract and parse data from WeChat articles for analysis?

The best way to parse WeChat articles is using built-in WeChat article parsing capabilities. It targets specific URLs, extracts the textual content, and integrates the findings into your comprehensive research report.

Does this information synthesis approach cite sources and validate data credibility?

Yes, the information synthesis approach cites sources to ensure credibility. It aggregates findings from multiple platforms, cross-validates the extracted data, and references original sources within the structured output report.

What are the limitations of automated web scraping for market research reports?

Automated web scraping for market research relies on accessible web pages and URL structures. Dynamic content requires browser automation, and data credibility depends on the quality and availability of the sources discovered during the search.