ZimoLiao

Generates evidence-based research paper sections using local workspace citations to ensure academic integrity and technical accuracy.

Use when the user needs an academic poster, conference poster, poster-style visual summary, section planning, figure-text balance, or…

Identifies unexplored research areas and open questions by systematically analyzing academic literature within a workspace.

Use when the user needs help choosing or organizing an academic-writing workflow by deliverable, stage, or format, including review…

Use when the user wants to browse arXiv preprints, search arXiv directly, fetch a PDF by arXiv ID or URL, or send a preprint into the…

Use when the user wants to back up or restore ScholarAIO data through configured rsync targets, inspect backup plans, or run a dry-run…

Guides complex biological data workflows including sequence alignment, variant calling, phylogenetics, and protein structure prediction.

Verifies academic citations against local knowledge bases to eliminate AI hallucinations and metadata errors.

Automates and guides biomolecular molecular dynamics simulations using GROMACS, from system setup and equilibration to trajectory analysis…

Use when the user wants to ingest web URLs, online PDFs, rendered web pages, standards, manuals, or articles through qt-web-extractor into…

Performs classical materials simulations and molecular dynamics using LAMMPS with a focus on scientific accuracy and best practices.

Monitors LLM token consumption, API latency, and operational costs for research workflows.