ZimoLiao

Streamlines Computational Fluid Dynamics (CFD) workflows using OpenFOAM for solver selection, mesh generation, and rigorous physical…

Facilitates structured, evidence-based academic paper analysis and interactive deep reading within your research workflow.

Automates the retrieval and organization of patent PDF documents from USPTO and Google Patents for research pipelines.

Use when the user says a paper, review, report, or LaTeX deliverable is final and wants it archived under published/ or exposed through…

Facilitates first-principles materials calculations and electronic structure analysis using the Quantum ESPRESSO suite.

Analyzes research behavior and identifies reading patterns to recommend relevant literature and track academic progress.

Navigates and extracts hierarchical information from academic papers, ranging from metadata to full-text markdown content.

Translates academic papers and research markdown files while preserving LaTeX formulas, code blocks, and image references.

Manages and rebuilds high-performance FTS5 full-text search and FAISS semantic vector indexes for research data.

Use when serving scientific CLI tasks through ScholarAIO, especially when the agent should prefer scholaraio toolref, handle partial…

Standardizes the integration of scientific computing tools and official documentation into the ScholarAIO research infrastructure.

Use when incrementally reviewing and repairing low-quality metadata after enrich, especially non-standard documents that need title…