1---2name: leads-literature-mining3description: Review Automator4license: CC-BY-4.05---67<!--8# COPYRIGHT NOTICE9# This file is part of the "Universal Biomedical Skills" project.10# Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>11# All Rights Reserved.12#13# This code is proprietary and confidential.14# Unauthorized copying of this file, via any medium is strictly prohibited.15#16# Provenance: Authenticated by MD BABU MIA1718-->192021# LEADS (Literature Mining Agent)2223A specialized LLM agent for automating systematic reviews and meta-analyses, capable of high-accuracy study selection and data extraction.2425## When to Use2627* **Systematic Reviews**: Screening thousands of abstracts for inclusion criteria.28* **Data Extraction**: Pulling specific metrics (e.g., hazard ratios, sample sizes) from full-text PDFs.29* **Evidence Synthesis**: Aggregating findings across multiple studies.3031## Core Capabilities32331. **Study Selection**: Automated screening based on PICO criteria.342. **Data Extraction**: Structured extraction of study characteristics and results.353. **Quality Assessment**: Risk of bias evaluation.3637## Workflow38391. **Search**: Query PubMed/Embase.402. **Screen**: Apply inclusion/exclusion criteria to abstracts.413. **Extract**: Parse full text for data points.424. **Report**: Generate PRISMA flow diagram and evidence table.4344## Example Usage4546**User**: "Perform a systematic review on the efficacy of CAR-T in solid tumors."4748**Agent Action**:49```bash50python -m leads.review --topic "CAR-T solid tumors" --criteria ./criteria.json51```525354<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->
Run npx skillmds@latest add fridrichmethod/leads-literature-mining in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
Review Automator It is listed under Research & Search on SkillMD.
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FridrichMethod (@fridrichmethod) published this skill. Their other Agent Skills are listed on their SkillMD profile.