systematic-review

Execute PRISMA-standard systematic reviews with protocol development and risk of bias assessment.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/DaRipper91/gemini-termux-migration --skill systematic-review-daripper91
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: systematic-review
Source: https://github.com/DaRipper91/gemini-termux-migration/tree/main/AI_Knowledge_Base/Research_and_Analysis/systematic-review
Command: npx skills add https://github.com/DaRipper91/gemini-termux-migration --skill systematic-review-daripper91

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill assists in conducting rigorous, replicable, and bias-minimized systematic reviews according to PRISMA, Cochrane, and JBI standards, covering protocol development, execution, and risk of bias assessment.

Core Features & Use Cases

  • Protocol Development: Define review parameters using the PICOTS framework and develop comprehensive search strategies.
  • PRISMA Execution Support: Track the review process through identification, screening, eligibility, and inclusion phases, including duplicate removal.
  • Risk of Bias Analysis: Utilize standard tools like Cochrane RoB 2.0 or ROBINS-I for quality appraisal and guide data synthesis.
  • Use Case: A researcher needs to conduct a systematic review on the efficacy of a new drug. This Skill will help them define their PICO, build search strings for multiple databases, track the screening process, and assess the risk of bias in the included studies.

Quick Start

Use the systematic-review skill to help develop a protocol for a review on the impact of remote work on employee productivity.

Frequently Asked Questions about systematic-review

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

FAQPage Schema
How do I conduct a PRISMA systematic review from protocol development to inclusion?

To conduct a PRISMA systematic review, define parameters using the PICOTS framework, develop search strategies, track the process through identification, screening, eligibility, and inclusion, and perform risk of bias assessments using standard tools.

What is the best way to structure a systematic review protocol using the PICOTS framework?

Structuring a systematic review protocol involves defining review parameters with the PICOTS framework, developing comprehensive search strings for multiple databases, and establishing strict methodological standards to minimize bias before screening begins.

Can I use Cochrane RoB 2.0 and ROBINS-I for risk of bias analysis in evidence synthesis?

Yes, risk of bias analysis in evidence synthesis utilizes standard tools like Cochrane RoB 2.0 for randomized trials and ROBINS-I for non-randomized studies to perform quality appraisal and guide data synthesis.

How does duplicate removal work during the PRISMA screening phases?

Duplicate removal works during the PRISMA identification and screening phases by tracking literature across multiple databases, identifying repeated records, and filtering them out before the eligibility and inclusion assessments.

Do I need web searching and file system tools to manage literature for a systematic review?

Yes, executing a systematic review requires tools for web searching, fetching, reading, and file system operations to manage literature search strings, retrieve full texts, and store extracted data locally.

What are the limitations of using JBI standards for clinical evidence synthesis?

JBI standards for clinical evidence synthesis require strict adherence to methodological protocols; limitations arise if literature fetching fails or if risk of bias assessments cannot be completed due to incomplete study reporting.