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systematic-review

Transform PICO inputs into PRISMA 2020 systematic review workflows.

33|6|Updated Mar 17, 2026
Search Tags:#systematic review#evidence grading#prisma 2020#pico search#grade framework#bibliographic deduplication#screening workflow
One-click install
npx skills add https://github.com/xjtulyc/awesome-rosetta-skills --skill systematic-review-xjtulyc
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: systematic-review
Source: https://github.com/xjtulyc/awesome-rosetta-skills/tree/main/skills/00-universal/systematic-review
Command: npx skills add https://github.com/xjtulyc/awesome-rosetta-skills --skill systematic-review-xjtulyc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pybtex, pandas, matplotlib, requests.

What problem does it solve?

This Skill turns the complex, multi-step process of a PRISMA 2020 systematic literature review into a structured, reproducible workflow that covers search, deduplication, screening, extraction, GRADE grading, and PRISMA reporting artifacts.

Core Features & Use Cases

  • PRISMA 2020-compliant workflow: Tracks identification, deduplication, title/abstract screening, full-text eligibility, and inclusion with stage-appropriate metadata.
  • PICO-driven query building: Constructs Boolean PICO queries and retrieves candidate records (e.g., from PubMed via NCBI E-utilities).
  • Evidence synthesis support: Produces structured extraction templates, applies GRADE certainty logic from risk-of-bias and evidence considerations, and generates a PRISMA flow diagram automatically.

Quick Start

Use the systematic-review skill to produce a PRISMA 2020 flow diagram and GRADE certainty outputs for your PICO-based systematic review project.

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 2020 systematic review end-to-end?▼

A PRISMA 2020 systematic review is conducted by transforming PICO inputs into database search queries, performing bibliographic deduplication, executing two-stage screening, extracting structured data, and generating a PRISMA flow diagram automatically.

How does PICO search query building work for evidence retrieval?▼

PICO search query building works by transforming your PICO framework inputs into Boolean search queries to retrieve candidate records directly from databases like PubMed via NCBI E-utilities.

Can I automate GRADE evidence certainty grading for my systematic review?▼

Automating GRADE evidence certainty grading is possible by applying GRADE certainty logic to your structured extraction templates using risk-of-bias and evidence downgrading inputs.

What is the best way to generate a PRISMA flow diagram from screening stage counts?▼

Generating a PRISMA flow diagram involves tracking dataset screening decisions across identification, deduplication, title/abstract screening, and full-text eligibility stages to automatically produce the compliant visual report.

Does this systematic review workflow support bibliographic deduplication and two-stage screening?▼

This systematic review workflow supports bibliographic deduplication and two-stage screening by tracking records through title/abstract and full-text eligibility stages with appropriate metadata.

What inputs are needed to apply the GRADE framework for evidence synthesis?▼

Applying the GRADE framework requires structured data extraction templates, risk-of-bias assessments, and specific evidence downgrading inputs to evaluate certainty for clinical or policy research questions.

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