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researcher-hand-skill

Generates cited, structured reports from web research and document analysis.

4|1|Updated Mar 3, 2026
Search Tags:#fact-checking#research#investigation#information gathering#reporting#knowledge synthesis
One-click install
npx skills add https://github.com/aegntic/clawreform --skill researcher-hand-skill-aegntic
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: researcher-hand-skill
Source: https://github.com/aegntic/clawreform/tree/main/crates/clawreform-hands/bundled/researcher
Command: npx skills add https://github.com/aegntic/clawreform --skill researcher-hand-skill-aegntic

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the process of conducting in-depth research on any topic, synthesizing information from multiple sources, and generating comprehensive, fact-checked reports.

Core Features & Use Cases

  • Exhaustive Investigation: Gathers information from a wide range of sources based on configurable depth.
  • Source Verification: Cross-references claims across multiple sources to ensure accuracy.
  • Structured Reporting: Generates reports in various styles (brief, detailed, academic, executive) with proper citations.
  • Use Case: A product manager needs to understand the competitive landscape for a new feature. They can ask the Researcher Hand to investigate and provide a detailed report on existing solutions, their pros and cons, and market trends.

Quick Start

Use the researcher-hand-skill to research the impact of AI on the job market and provide a detailed report.

Frequently Asked Questions about researcher-hand-skill

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

FAQPage Schema
How do I automate deep research and generate a fact-checked report?▼

You can conduct autonomous deep research by configuring the investigation depth, allowing the system to gather information, cross-reference sources, and output a structured report with citations. It synthesizes knowledge from web search and memory recall.

Can I customize the output style and citation format for an investigation report?▼

Yes, information gathering and reporting support configurable output styles including brief, detailed, academic, and executive formats. The generated analysis includes proper citations, ensuring the structured report meets specific formatting requirements.

What is source verification and how does cross-referencing work for fact-checking?▼

Source verification cross-references claims across multiple sources to ensure accuracy during information gathering. By leveraging web search and knowledge graphs, the investigation validates facts before synthesizing them into a structured knowledge report.

Does this deep research approach work for competitive landscape analysis and market trends?▼

Yes, exhaustive investigation handles market research by gathering information on existing solutions, pros and cons, and market trends. It synthesizes data from multiple sources into a detailed report, providing comprehensive analysis for product managers.

What is the difference between a brief and an executive structured report?▼

A brief report provides a concise summary of the investigation, while an executive report delivers a detailed analysis tailored for decision-makers. Both styles are generated after deep research, offering configurable depth and proper citations.

Are there limitations when using autonomous research for knowledge synthesis?▼

The main limitation of autonomous research is its reliance on available web search results and knowledge graph data for fact-checking. If sources lack depth or conflict, the investigation report may require manual verification to ensure complete accuracy.

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