# Systematic Review

Structured methodology for comprehensive literature review following PRISMA guidelines.

- Repository: https://github.com/aiming-lab/AutoResearchClaw (14798 stars)
- Category: Engineering
- License: MIT
- Last updated: 2026-08-19
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add aiming-lab/AutoResearchClaw --skill systematic-review -g -a claude-code -y`
Codex: `npx skills add aiming-lab/AutoResearchClaw --skill systematic-review -g -a codex -y`
Cursor: `npx skills add aiming-lab/AutoResearchClaw --skill systematic-review -g -a cursor -y`
Gemini CLI: `npx skills add aiming-lab/AutoResearchClaw --skill systematic-review -g -a gemini-cli -y`

## Description

Structured methodology for comprehensive literature review following PRISMA guidelines. Use during literature search and screening stages.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

## Systematic Review Best Practice
Follow PRISMA-like methodology for literature search:
1. Define clear inclusion/exclusion criteria BEFORE searching
2. Use multiple databases (Semantic Scholar, arXiv, OpenAlex)
3. Search with both broad and narrow queries
4. Screen by title/abstract first, then full text
5. Extract: method, dataset, metrics, key findings
6. Synthesize gaps and opportunities, not just summaries
7. Prioritize recent (last 2-3 years) high-citation papers
8. Include at least one seminal/foundational paper per sub-topic