systematic-review
Structured methodology for comprehensive literature review following PRISMA guidelines. Use during literature search and screening stages.
DeepseekModel
Curated skill
Quality Excellent · 90
v1.0.0
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name systematic-review description Structured methodology for comprehensive literature review following PRISMA guidelines. Use during literature search and screening stages. metadata {"category":"experiment","trigger-keywords":"literature,review,survey,related work,prior work","applicable-stages":"3,4,5,6","priority":"3","version":"1.0","author":"researchclaw","references":"Page et al., The PRISMA 2020 statement, BMJ 2021"} Systematic Review Best Practice Follow PRISMA-like methodology for literature search: Define clear inclusion/exclusion criteria BEFORE searching Use multiple databases (Semantic Scholar, arXiv, OpenAlex) Search with both broad and narrow queries Screen by title/abstract first, then full text Extract: method, dataset, metrics, key findings Synthesize gaps and opportunities, not just summaries Prioritize recent (last 2-3 years) high-citation papers Include at least one seminal/foundational paper per sub-topic
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|---|---|
| format | Format tag (skill/v1) |
| skill_id | Unique skill ID |
| name | Skill name |
| version | Version |
| description | Description |
| category | Categories (array) |
| trigger_words | Trigger words |
| tags | Tags |
| source | Source |
| source_url | Source URL (this page) |
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| system_prompt | System prompt body |
| model_config | Model config: provider / model / temperature / max_tokens / top_p |
| examples | Examples |
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