Use when the user wants to back up or restore ScholarAIO data through configured rsync targets, inspect backup plans, or run a dry-run before transferring files.
Use when evaluating, adding, or upgrading ScholarAIO support for a scientific computing tool, especially integration-gate review, official docs ingestion, toolref integration, lightweight skill design, and end-to-end CLI verification.
Use when the user wants to install, configure, diagnose, or troubleshoot ScholarAIO, including setup check, dependency status, API keys, and bilingual setup flow.
Use when the user needs help choosing or organizing an academic-writing workflow by deliverable, stage, or format, including review articles, guided reading, paper sections, PPT or slides, posters, and technical reports.
Use when the user wants to create or inspect DOCX, PPTX, or XLSX files, generate a downloadable Office deliverable, or verify its structure and layout warnings with scholaraio document inspect.
Use when the user wants diagrams, flowcharts, architecture visuals, data relationships, timelines, concept maps, Mermaid, Graphviz, drawio, or polished paper figures generated from structured text or IR.
Use when the user wants guided reading, deep reading, or structured analysis of a single paper, starting from fuzzy keywords or a research question.
Use when the user explicitly requests Paper2Any or a Paper2Any benchmark for paper-to-figure, PPT, poster, video, DrawIO, PDF-to-PPT, or related workflows through the isolated ScholarAIO sidecar.