systematic-literature-review

Systematic Literature Review Skill Overview This skill produces a structured systematic literature review (SLR) across multiple academic papers on a research topic. Given a topic query, it searches arXiv, extracts structured metadata (research question, methodology, key findings, limitations) from each paper in parallel, synthesizes themes across the full set, and emits a final report with consistent citations. Distinct from academic-paper-review : that skill does deep peer review of a single paper. This skill does breadth-first synthesis across many papers. If the user hands you one paper URL and asks "review this paper", route to academic-paper-review instead. When to Use This Skill Use this skill when the user wants any of the following: A literature survey on a topic ("survey transformer attention variants", "review the literature on diffusion models") A synthesis across multiple papers ("what do recent papers say about X", "compare methodologies across papers on Y") A systematic review with consistent citation format ("do an SLR on Z in APA format") An annotated bibliography on a topic An overview of research trends in a field over a time window Do not use this skill when: Show more Installs 773 Repository bytedance/deer-flow GitHub Stars 70.4K First Seen Apr 10, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn