Research Deep

Launch independent agents to research outline items and output structured JSON.

1|Updated Feb 2, 2026

Search Tags:#data analysis #research automation #structured output #agent-based research #in-depth research

Ready to run

npx skills add https://github.com/samChang72/custom-skills --skill research-deep-samchang72

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Research Deep
Source: https://github.com/samChang72/custom-skills/tree/main/claude-config/skills/research-deep
Command: npx skills add https://github.com/samChang72/custom-skills --skill research-deep-samchang72

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the process of conducting in-depth research on individual items by initiating separate agents for each one, eliminating the need for manual task output.

Core Features & Use Cases

Automated Research: Launches independent agents to research each item from a provided outline.
Batch Execution: Allows batch processing of items in batches, requiring user consent for each batch.
Output Automation: Outputs structured JSON results without the need for task output.
Use Case: Ideal for research-heavy projects where each item requires detailed analysis and where manual research would be time-consuming.

Quick Start

Trigger the 'research-deep' command to start the research process.

Frequently Asked Questions about Research Deep

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

FAQPage Schema

How do I automate in-depth research for multiple items in an outline?▼

You can automate in-depth research by triggering the 'research-deep' command, which launches independent agents to handle web search, data extraction, and information synthesis for each item in your outline automatically.

What is agent-based research automation and when do I need it?▼

Agent-based research automation uses independent agents to conduct detailed analysis on individual items. You need it for research-intensive projects where manual web search and data extraction would be too time-consuming.

How do I get structured JSON output from automated research agents?▼

Automated research agents output structured JSON results directly without requiring manual task output. You simply provide the outline, and the agents handle the information synthesis and formatting automatically.

Can I process research items in batches without manual intervention?▼

Yes, batch execution allows processing research items in batches. The system requires your consent for each batch before proceeding, ensuring you maintain oversight during automated web search and data extraction.

Does automated research work for large-scale data analysis projects?▼

Automated research is designed for research-heavy projects requiring detailed analysis. It handles large-scale data analysis by assigning independent agents to each outline item, eliminating the bottleneck of manual research.

Why use independent agents for research instead of manual web search?▼

Independent agents eliminate the need for manual task output by automating web search and information synthesis. This approach is ideal when each item in your outline requires detailed, time-consuming analysis.