How does Diverga handle human oversight?

Diverga implements human checkpoints at configurable levels, ensuring that critical research decisions and screening steps are verified by the user before proceeding.

What is the Diverga skill for Claude Code?

Diverga is a specialized capability for Claude Code designed to help researchers automate social science workflows, manage systematic reviews, and coordinate multiple AI agents for data collection and analysis.

Which academic databases does Diverga support?

Diverga supports automated retrieval and status tracking for Semantic Scholar, OpenAlex, Scopus, and Web of Science through API configurations.

What is the benefit of the Variation-Selection (VS) methodology?

The VS methodology helps prevent 'mode collapse' where the AI might fixate on a single perspective, ensuring a more diverse and comprehensive exploration of research topics.

Can I use Diverga with Zotero?

Yes, Diverga provides setup guidance for Zotero MCP, allowing for automated paper imports, collection management, and bibliography generation within your research workflow.

Diverga: Social Science Research Suite

Name: Diverga: Social Science Research Suite
Author: HosungYou

byHosungYou

0•

Data Science & ML

Orchestrates complex social science research and systematic reviews using 24 specialized agents and integrated academic database tools.

Diverga is a comprehensive research orchestration skill for Claude Code, specifically engineered for social science scholars and academic researchers. It provides a centralized dashboard to manage multi-stage research workflows, leveraging 24 specialized agents across nine functional categories. By integrating directly with major academic databases like Web of Science, Scopus, and OpenAlex, Diverga automates paper retrieval and screening while maintaining rigorous standards through its unique Variation-Selection (VS) methodology. The skill ensures high-quality results by enforcing human-in-the-loop checkpoints and offering seamless Zotero integration for bibliography management.

Key Features

0124 specialized research agents across 9 categories for end-to-end social science workflows.

02Integrated paper retrieval from Semantic Scholar, OpenAlex, Scopus, and Web of Science.

030 GitHub stars

04Variation-Selection (VS) methodology to prevent AI mode collapse and ensure research diversity.

05Human-in-the-loop checkpoints to verify critical research decisions and screening results.

06Native support for Zotero MCP and Claude Code Browser for institutional database access.

Use Cases

01Executing systematic literature reviews with AI-assisted screening and classification.

02Automating large-scale academic paper collection and bibliographic organization.

03Managing complex research project states and multi-agent social science investigations.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hosungyou/diverga diverga

For use in Claude.ai and ChatGPT

Download Skill