Installable skillMIT

PubMed Literature Miner

Biomedical literature mining using PubMed/MEDLINE for systematic review support

BY a5c-aiUPDATED Oct 27, 2026
INTENDED FOR◈OpenClawInstall in a listed agent.

instructions.md

---
name: pubmed-literature-miner
description: Biomedical literature mining using PubMed/MEDLINE for systematic review support
allowed-tools:
  - Bash
  - Read
  - Write
  - Edit
  - Glob
  - Grep
  - WebFetch
metadata:
  specialization: scientific-discovery
  domain: science
  category: literature-knowledge
  phase: 6
graph:
  domains: [domain:scientific-discovery]
  specializations: [specialization:scientific-research-methods]
  skillAreas: [skill-area:data-analysis, skill-area:statistical-analysis, skill-area:deep-web-research]
  workflows: [workflow:experiment-design, workflow:peer-review-cycle]
  roles: [role:research-engineer, role:computational-scientist]
---

# PubMed Literature Miner

## Purpose

Provides biomedical literature mining capabilities using PubMed/MEDLINE for systematic review support and PICO framework analysis.

## Capabilities

- MeSH term-based search
- PICO element extraction
- Abstract screening automation
- Citation deduplication
- PRISMA flow diagram data generation
- Full-text retrieval coordination

## Usage Guidelines

1. **MeSH Terms**: Use controlled vocabulary for precise searches
2. **PICO Framework**: Structure searches around population, intervention, comparison, outcome
3. **Screening**: Apply inclusion/exclusion criteria systematically
4. **PRISMA Compliance**: Generate required flow diagram data

## Tools/Libraries

- Biopython
- PyMed
- NCBI E-utilities
COMPATIBILITY & REFERENCES

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.