deep-research-swarm

SkillDev tools

A coordinated swarm of agents designed to perform deep, parallelized research into biomedical literature, aggregating findings into comprehensive reports.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the deep-research-swarm skill

About this skill

The largest open-source medical AI skills library for OpenClaw🦞.

What this skill tells your AI

The instructions your AI receives, as published by freedomintelligence/openclaw-medical-skills in skills/deep-research-swarm/SKILL.md and read by ahel’s review.


name: deep-research-swarm description: Multi-agent research literature analysis keywords:

  • research
  • literature
  • swarm
  • multi-agent
  • hypothesis measurable_outcome: Generates comprehensive literature review with >50 citations in <5 minutes. license: MIT metadata: author: Biomedical OS Team version: "1.0.0" compatibility:
  • system: Python 3.10+ allowed-tools:
  • run_shell_command
  • read_file
  • google_web_search

DeepResearch Swarm

A coordinated swarm of agents designed to perform deep, parallelized research into biomedical literature, aggregating findings into comprehensive reports.

When to Use This Skill

  • When you need an exhaustive review of a specific medical topic.
  • When connecting disparate pieces of evidence across thousands of papers.
  • When generating hypotheses based on recent literature.

Core Capabilities

  1. Parallel Search: Querying multiple databases simultaneously.
  2. Evidence Synthesis: Combining facts into a coherent narrative.
  3. Citation Verification: Ensuring all claims are backed by sources.

Example Usage

User: "Research the latest advancements in mRNA cancer vaccines."

Agent Action:

python3 src/research/agents/agent_coordinator.py --topic "mRNA cancer vaccines" --depth "deep"

Signals

GitHub stars
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Forks
412
Last commit
Jul 2026
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Item type
skill
Key
deep-research-swarm
Source
github.com/freedomintelligence/openclaw-medical-skills