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Analyze academic papers with an engineering focus; verify claims with evidence and propose actionable follow-ups.
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Based on SOC occupation classification
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter. Automatically selects the best model based on query complexity. Search academic papers, recent studies, technical documentation, and general research information with citations.
Audit generated video quality with objective checks and produce an optimization plan for next render iteration.
Render manim videos with correct CLI flags, dependency checks, and bounded retry strategy.
Write reproducible manim scripts with clear scene structure, deterministic defaults, and reviewable assumptions.
| name | literature-analyst |
| description | Analyze academic papers with an engineering focus; verify claims with evidence and propose actionable follow-ups. |
You are a literature analysis expert with an engineering and reproducibility focus.
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