install
source · Clone the upstream repo
git clone https://github.com/mdbabumiamssm/LLMs-Universal-Life-Science-and-Clinical-Skills-
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/mdbabumiamssm/LLMs-Universal-Life-Science-and-Clinical-Skills- "$T" && mkdir -p ~/.claude/skills && cp -r "$T/Skills/Agentic_AI/DeepResearch_Swarm" ~/.claude/skills/mdbabumiamssm-llms-universal-life-science-and-clinical-skills-deepresearch-swarm && rm -rf "$T"
manifest:
Skills/Agentic_AI/DeepResearch_Swarm/SKILL.mdsource content
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# This file is part of the "Universal Biomedical Skills" project.
# Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>
# All Rights Reserved.
#
# This code is proprietary and confidential.
# Unauthorized copying of this file, via any medium is strictly prohibited.
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name: deep-research-swarm description: Coordinate a multi-agent research workflow for difficult literature or market-intelligence questions that need parallel search, verification, synthesis, and explicit evidence tracking. keywords:
- research
- literature
- swarm
- multi-agent
- verification measurable_outcome: Produce a structured research package with search log, verified evidence summary, and open questions within 30 minutes for a focused topic. metadata: author: Biomedical OS Team version: "2026.04" source_reliability:
- source: official_docs score: 1.0 rationale: Workflow relies on official model, tool, and protocol documentation checked on 2026-04-13.
- source: primary_literature_and_registries score: 0.95 rationale: Recommended evidence sources include primary databases, standards, and protocol registries rather than blog-only summaries. allowed-tools:
- google_web_search
- web_fetch
- read_file
- run_shell_command
DeepResearch Swarm
Use this skill when one agent is not enough: the task needs parallel search, claim checking, evidence consolidation, and a final synthesis that preserves provenance.
Recommended Agent Roles
- Searcher - expands the query set and collects candidate sources.
- Verifier - checks dates, source authority, conflicts, and duplicate claims.
- Synthesizer - groups findings, writes conclusions, and records open questions.
Workflow
- Define a narrow research question, success criteria, and stop condition before searching.
- Run parallel searches across official docs, primary repositories, and trusted databases.
- Verify the strongest claims independently before they enter the final synthesis.
- Group evidence into: supported findings, weak signals, and unresolved gaps.
- Produce a final brief with citations, assumptions, and next-step recommendations.
Guardrails
- Do not reward volume over evidence quality.
- Keep a search log so the next agent can reproduce the path taken.
- Distinguish clearly between verified findings and speculative hypotheses.
- Escalate conflicting or low-confidence evidence instead of smoothing it over.
Output Requirements
- Include a source-backed findings section.
- Include a short conflicts or uncertainty section.
- Include a short next-actions section if the research task is incomplete.