research-deep

Name: research-deep
Availability: InStock
Author: jicaiinc

Research outline items in batches and generate cited reports with confidence tags.

74|19|Updated Feb 9, 2026

Search Tags:#validation #outline #sources #batch-processing #deep-research #structured-findings

Ready to run

npx skills add https://github.com/jicaiinc/golemancy --skill research-deep-jicaiinc

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-deep
Source: https://github.com/jicaiinc/golemancy/tree/main/packages/shared/src/templates/skills/deep-research/research-deep
Command: npx skills add https://github.com/jicaiinc/golemancy --skill research-deep-jicaiinc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Deeply research items from a research outline to produce structured findings.

Core Features & Use Cases

Batch processing of research items with incremental progress tracking
Enforces research quality standards: citation of sources, dating, and cross-source validation
Use Case: Academic literature reviews or product-market research where each outline item needs a structured result

Quick Start

Provide a research outline with items; the skill loads it, resumes where left off, and begins batch research.

Frequently Asked Questions about research-deep

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

FAQPage Schema

How do I automate deep research for each item in a research outline?▼

Batch processing for deep research enables incremental progress tracking across outline items. It loads your outline, resumes incomplete items automatically, and monitors execution to generate a final structured report with cited sources.

What is the best way to ensure research findings include cited sources and validation?▼

To ensure research findings include cited sources, use a deep research workflow that enforces citation and cross-source validation. It produces structured findings with confidence tags and mandatory source dating for each outline item.

Can I resume incomplete research items if my batch processing is interrupted?▼

Yes, incomplete research items can be resumed during batch processing. The system tracks incremental progress, automatically loading the outline and continuing execution from where the previous research left off.

Does deep research work for both academic literature reviews and product market studies?▼

Yes, deep research works for academic literature reviews, product-market studies, and product analyses. It processes any provided research outline items to deliver structured findings with cited sources and confidence tags.

How do I generate a structured report with confidence tags from multiple research items?▼

Generate a structured report with confidence tags by loading outline items for batch research. The system monitors progress, executes deep research across items, and outputs a final per-item report with sources and validation confidence tags.