revision-sistematica
CommunityStreamline systematic literature reviews with open APIs.
Education & Research#systematic review#literature review#deduplication#research synthesis#publication search
Authorjesuscottage
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables researchers to efficiently perform comprehensive literature reviews by automating multi-source searches and deduplication processes.
Core Features & Use Cases
- Multi-source literature search: Integrates search across PubMed, OpenAlex, Europe PMC, Semantic Scholar, arXiv, and CrossRef for broad coverage.
- Automated deduplication: Uses Python scripts to identify and merge duplicate papers based on DOI, PMID, and fuzzy title matching.
- Structured review synthesis: Organizes findings into a coherent report with thematic mapping and full-text analysis of key papers.
- Use Case: For a researcher conducting a systematic review on machine learning applications in healthcare, this Skill automates search, de-duplication, snowballing, and synthesis, saving weeks of manual effort.
Quick Start
Run the script with a research question or existing review as input; the system will perform multi-source searches, deduplicate results, and generate a structured synthesis report.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: revision-sistematica Download link: https://github.com/jesuscottage/machote/archive/main.zip#revision-sistematica Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.