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  "Package": "glysmith",
  "Title": "Full-Featured Analysis Pipeline for Glycomics and\nGlycoproteomics",
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  "Authors@R": "person(\"Bin\", \"Fu\", , \"23110220018@m.fudan.edu.cn\", role = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0000-0001-8567-2997\"))",
  "Description": "glysmith provides high-level, end-to-end workflows for\nglycomics and glycoproteomics data analysis within the\nglycoverse ecosystem. It acts as an orchestrator that\nintegrates data cleaning, quality control, derived trait\ncomputation, motif detection, statistical testing, and\nvisualization into unified, one-command analytical pipelines.\nFeaturing AI-assisted pipeline generation, glysmith can\nintelligently translate natural language research questions\ninto executable analysis blueprints, streamlining complex\nbioinformatics workflows. Built on top of the experiment() data\ncontainer and domain-knowledge-aware infrastructure provided by\nglyclean, glydet, glymotif, glystats, glyvis, and related\npackages, glysmith enables users to quickly forge polished\ntables, figures, and analysis reports suitable for publication.\nThe package is designed for reproducibility and ease of use,\nallowing both novice and advanced users to obtain standardized\nand structure-aware results with minimal code while retaining\nfull flexibility for customization.",
  "License": "MIT + file LICENSE",
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  "Repository": "https://glycoverse.r-universe.dev",
  "Date/Publication": "2026-05-08 03:21:48 UTC",
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  "Author": "Bin Fu [aut, cre, cph] (ORCID: <https://orcid.org/0000-0001-8567-2997>)",
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