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CommonCapital
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web-research

Plan targeted queries, gather sources, and generate structured reports with confidence indicators.

2|Updated Jun 21, 2026
Search Tags:#report generation#information gathering#web research#data verification#structured reporting
One-click install
npx skills add https://github.com/CommonCapital/Manus-ai_clone --skill web-research-commoncapital
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: web-research
Source: https://github.com/CommonCapital/Manus-ai_clone/tree/main/public/deep-agent/skills/web-research
Command: npx skills add https://github.com/CommonCapital/Manus-ai_clone --skill web-research-commoncapital

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill simplifies complex web research by systematically gathering, verifying, and synthesizing information from multiple sources, resulting in structured reports with confidence indicators.

Core Features & Use Cases

  • Query Planning & Decomposition: Break down complex queries into targeted sub-queries.
  • Source Collection & Quality Assessment: Gather information and assess source credibility.
  • Verification & Cross-Referencing: Ensure accuracy through multi-source verification and contradiction resolution.
  • Synthesis & Report Generation: Compile findings into structured reports with confidence levels.
  • Use Case: For a detailed market analysis, the Skill can collect data from various sources, verify the information, and synthesize it into a comprehensive report.

Quick Start

Conduct a web research on the impact of AI on software development, including source citations and a confidence level.

Frequently Asked Questions about web-research

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

FAQPage Schema
How do I automate web research and generate structured reports with confidence indicators?▼

Automated web research systematically plans targeted queries, gathers data from multiple sources, verifies information through cross-referencing, and synthesizes findings into structured reports with confidence indicators.

What is the best way to verify online information and resolve contradictions during data gathering?▼

The best way to verify online information is through multi-source cross-referencing, which assesses source credibility and resolves contradictions to ensure accuracy before synthesizing data into reports.

How does query decomposition work for complex web research tasks?▼

Query decomposition works by breaking down complex research queries into targeted sub-queries, allowing the systematic collection and assessment of information from multiple credible sources.

Can I use automated web research for market analysis with source citations and confidence levels?▼

Yes, automated web research can collect market data from various sources, verify the information, and synthesize it into a comprehensive report with source citations and confidence levels.

When do I need confidence indicators in structured reporting?▼

You need confidence indicators in structured reporting when presenting synthesized findings from research-intensive tasks, ensuring readers understand the verification strength and reliability of cross-referenced data.

What are the limitations of automated web research for data verification?▼

Limitations of automated web research include dependency on source credibility assessment accuracy and potential challenges in resolving contradictions when gathered information lacks sufficient multi-source verification.

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