← Back to list

literature-review
by eyadsibai
⭐ 0🍴 0📅 Jan 15, 2026
SKILL.md
name: literature-review description: Use when "literature review", "research synthesis", "systematic review", "academic search", or asking about "find papers", "cite sources", "research gaps", "meta-analysis", "bibliography" version: 1.0.0
Literature Review Guide
Conduct comprehensive, systematic literature reviews using academic databases.
When to Use
- Conducting systematic literature reviews
- Synthesizing research on a topic
- Writing literature review sections
- Identifying research gaps
- Building bibliographies
Core Workflow
Phase 1: Planning
-
Define Research Question (PICO framework for clinical)
- Population, Intervention, Comparison, Outcome
-
Establish Scope
- Review type: narrative, systematic, scoping
- Time period, geographic scope
- Study types to include
-
Develop Search Strategy
- Key terms and synonyms
- Boolean operators (AND, OR, NOT)
- Database-specific syntax
Phase 2: Searching
Key Databases:
| Database | Coverage |
|---|---|
| PubMed | Biomedical, life sciences |
| arXiv | Physics, CS, math preprints |
| Semantic Scholar | Broad academic |
| Google Scholar | Broad coverage |
| Web of Science | Multidisciplinary |
Search Strategy Template:
(term1 OR synonym1) AND (term2 OR synonym2) AND (term3)
Phase 3: Screening
-
Title/Abstract Screening
- Apply inclusion/exclusion criteria
- Track reasons for exclusion
-
Full-Text Review
- Assess eligibility
- Extract key data
Phase 4: Synthesis
Organize Thematically:
## Theme 1: [Topic]
- Finding A (Author, Year)
- Finding B (Author, Year)
- Synthesis and gaps
## Theme 2: [Topic]
...
Comparison Table:
| Study | Methods | Sample | Key Findings |
|---|---|---|---|
| Author 2023 | RCT | n=100 | Finding X |
| Author 2022 | Cohort | n=500 | Finding Y |
Phase 5: Writing
Structure:
- Introduction (scope, objectives)
- Methods (search strategy, criteria)
- Results (thematic synthesis)
- Discussion (gaps, future directions)
- Conclusion
Citation Management
Citation Styles
**APA 7:**
Author, A. A., & Author, B. B. (Year). Title. Journal, Volume(Issue), pages. https://doi.org/xxx
**Nature:**
Author, A. A. & Author, B. B. Title. Journal Volume, pages (Year).
**Vancouver:**
Author AA, Author BB. Title. Journal. Year;Volume(Issue):pages.
Tools
- Zotero (free, open source)
- Mendeley (free)
- EndNote (institutional)
Quality Assessment
For RCTs: Cochrane Risk of Bias tool For Observational: Newcastle-Ottawa Scale For Qualitative: CASP checklist
PRISMA Flow Diagram
Records identified (n=X)
↓
Duplicates removed (n=X)
↓
Records screened (n=X)
↓
Records excluded (n=X)
↓
Full-text assessed (n=X)
↓
Studies included (n=X)
Best Practices
- Document everything - reproducibility
- Use multiple databases - comprehensive coverage
- Two reviewers - reduce bias (when possible)
- Pre-register protocol - transparency
- Update searches - before publication
Common Pitfalls
- Publication bias (positive results overrepresented)
- Language bias (English-only searches)
- Citation bias (citing famous papers)
- Not updating searches before submission
Resources
- PRISMA Guidelines: http://prisma-statement.org/
- Cochrane Handbook: https://training.cochrane.org/handbook
- PROSPERO (protocol registration): https://www.crd.york.ac.uk/prospero/
Score
Total Score
50/100
Based on repository quality metrics
✓SKILL.md
SKILL.mdファイルが含まれている
+20
○LICENSE
ライセンスが設定されている
0/10
○説明文
100文字以上の説明がある
0/10
○人気
GitHub Stars 100以上
0/15
○最近の活動
3ヶ月以内に更新がある
0/10
○フォーク
10回以上フォークされている
0/5
✓Issue管理
オープンIssueが50未満
+5
✓言語
プログラミング言語が設定されている
+5
○タグ
1つ以上のタグが設定されている
0/5
Reviews
💬
Reviews coming soon