mma-research

Compile cited research sources from arxiv, semantic_scholar, github_search, and brave-search into a bibliographic report.

5|4|Updated Apr 9, 2026
One-click install
npx skills add https://github.com/zhixuan312/multi-model-agent --skill mma-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mma-research
Source: https://github.com/zhixuan312/multi-model-agent/tree/main/packages/server/src/skills/mma-research
Command: npx skills add https://github.com/zhixuan312/multi-model-agent --skill mma-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

External multi-source research runs across configured adapters (arxiv, semantic_scholar, github_search, brave-search) to gather diverse sources with citations, returning a bibliographic report instead of opinion.

Core Features & Use Cases

  • Bibliographic research: query state-of-the-art results, prior art, and landscape mappings across multiple sources with attached citations.
  • Structured report: outputs a narrative with a dedicated "Sources used" section and a reproducible context for traceability.
  • Safe and guided use: pairs with mma-investigate for internal codebase investigations or mma-explore for broader cross-domain exploration.

Quick Start

Prompt mma-research to fetch recent papers on transformer models in biology and return a cited bibliography.

Frequently Asked Questions about mma-research

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

FAQPage Schema
How do I compile external research sources with citations across multiple databases?▼

To compile external research with citations, query state-of-the-art results across multiple adapters like arxiv and semantic scholar. The system gathers diverse sources and returns a structured bibliographic report with a dedicated sources table for traceability.

What is the best way to map the research landscape for prior art?▼

Mapping prior art landscapes is best done by querying multiple sources simultaneously to return a cited bibliography instead of opinion. This generates a reproducible context and a structured report detailing the relevant state-of-the-art.

Can I use brave-search and github_search for academic bibliographic research?▼

Yes, you can use brave-search and github_search alongside arxiv and semantic scholar for academic bibliographic research. These adapters gather diverse external sources, generating a comprehensive cited report for landscape mapping and prior art discovery.

Do I need specific environment keys to fetch cited bibliographies from arxiv and semantic scholar?▼

Yes, fetching cited bibliographies requires specific environment keys configured beforehand. The task adheres to the skill's configuration prerequisites, using the required environment keys to access adapters and produce a structured, citeable output.

How do I generate a reproducible bibliographic report for state-of-the-art research?▼

Generate a reproducible bibliographic report by querying your research topic across configured adapters. The output provides a narrative with a dedicated sources used section, ensuring traceability for state-of-the-art research and prior art investigations.

When should I pair external multi-source research with internal codebase investigation?▼

Pair external multi-source research with internal codebase investigation when you need both prior art context and code-level understanding. Use mma-investigate for internal codebase queries or mma-explore for broader cross-domain exploration alongside the cited bibliography.