AI agent skill · by @aiming-lab

Systematic Review

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

Research

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Archived 2026-10-23 · Source updated 2026-08-19 · License: MIT. Check the original repository for the latest version.

SKILL.md instructions

## 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

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Systematic Review

SKILL.md instructions

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