literature-filter

Filter literature search results by PMIDs and inclusion/exclusion criteria.

Updated Dec 19, 2025

Search Tags:#zotero #PRISMA #screening #filter #inclusion-exclusion

Ready to run

npx skills add https://github.com/u9401066/copilot-capability-manager --skill literature-filter

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: literature-filter
Source: https://github.com/u9401066/copilot-capability-manager/tree/main/.claude/skills/literature-filter
Command: npx skills add https://github.com/u9401066/copilot-capability-manager --skill literature-filter

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Filter, validate and organize literature search results, reducing noise and surfacing high-quality articles.

Core Features & Use Cases

Relevance filtering
Duplicate detection
Inclusion/Exclusion criteria and Zotero integration

Quick Start

Input a set of PMIDs and apply automatic filters or review decisions to produce a PRISMA-style dataset.

Frequently Asked Questions about literature-filter

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I filter literature search results for systematic reviews?▼

Literature filtering identifies relevant papers from search results by applying inclusion-exclusion criteria to PMIDs and abstracts. This Skill automates relevance filtering, duplicate detection, and generates PRISMA-style flow data to streamline systematic review screening and reduce manual curation workload.

Can I use this with Zotero for my research screening workflow?▼

Yes, this Skill integrates with Zotero to organize filtered results. It accepts PMIDs and metadata, applies your screening criteria, detects duplicates, and outputs a curated list compatible with Zotero for downstream citation management and full-text organization.

What metadata do I need to apply inclusion-exclusion criteria?▼

Provide PMIDs, abstracts, and available metadata like citation metrics and full-text availability flags. The Skill uses these inputs to evaluate papers against your criteria, detect duplicates, filter by relevance, and produce a validated dataset ready for review or export.

How does duplicate detection work in literature screening?▼

Duplicate detection compares PMIDs and metadata across your search results to flag and remove redundant entries. This prevents the same paper appearing multiple times across different databases or search strategies, ensuring your filtered output contains only unique studies.

Can I filter papers by citation metrics and full-text availability?▼

Yes, filtering supports citation-metrics criteria and full-text availability checks alongside relevance and inclusion-exclusion rules. This lets you narrow results to higher-impact papers with accessible full texts, surfacing studies most feasible for your research audit or systematic review.

What output does this produce for PRISMA reporting?▼

This Skill generates PRISMA-style flow data showing screening stages—records identified, duplicates removed, records screened, and studies included. This structured output directly supports PRISMA flow diagrams required in systematic review publications and research audit documentation.