DeepScientist Lite Academic

Plugin deepscientist-lite-academic in AlexenderSokolov/deepscientist-lite-codex-plugin. Commands read from the repo's manifest — 1 month ago.

Skills (17)

• nature-academic-search

  Use the complete nature-academic-search workflow, preserving its upstream routing and supporting materials. Multi-source literature search, citation verification, strict independent other-citation audits, article-level citation metric tables, influential citer profiling with citation-context extract

• nature-citation

  Use the complete nature-citation workflow, preserving its upstream routing and supporting materials. Add strict Nature/CNS citations to manuscript text by splitting long passages into citable segments, searching only accepted flagship and subjournal titles from Nature Portfolio, the AAAS Science fam

• nature-data

  Use the complete nature-data workflow, preserving its upstream routing and supporting materials. Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts. Use when the user asks about Nature data avail

• nature-downloader

  Use the complete nature-downloader workflow, preserving its upstream routing and supporting materials. Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information downloads. metadata

• nature-experiment-log

  Use the complete nature-experiment-log workflow, preserving its upstream routing and supporting materials. "标准化实验日志记录——接收原始材料（图/语音/文字），产出带 YAML frontmatter 的标准日志到 Obsidian vault。需配合飞书 CLI 或手动输入使用。".

• nature-figure

  Use the complete nature-figure workflow, preserving its upstream routing and supporting materials. Create, revise, audit, and export submission-grade scientific figures for Nature-family and other high-impact venues in Python (matplotlib/seaborn) or R (ggplot2/patchwork/ComplexHeatmap), including mu

• nature-literature-pipeline

  Use the complete nature-literature-pipeline workflow, preserving its upstream routing and supporting materials. Complete automated literature discovery pipeline; multi-source search → six-dimension scoring → fine reading → formatted delivery → archival. Combines a configurable engine with daily cron

• nature-paper-to-patent

  Use the complete nature-paper-to-patent workflow, preserving its upstream routing and supporting materials. Convert scientific papers, theses, technical reports, source code, figures, inventor notes, or research manuscripts into evidence-grounded Chinese invention patent drafts and attorney-facing t

• nature-paper2ppt

  Use the complete nature-paper2ppt workflow, preserving its upstream routing and supporting materials. Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes. Use for journal club, group meeting, thesis seminar, p

• nature-polishing

  Use the complete nature-polishing workflow, preserving its upstream routing and supporting materials. Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications article patterns, and phrase-level support from A

• nature-proposal-writer

  Use the complete nature-proposal-writer workflow, preserving its upstream routing and supporting materials. Proposal-first scientific writing pipeline. Three modes (compose/revise/hybrid) with four-layer QA pipeline. Enforces evidence-before-prose, argument-before-sections, and contracts-before-para

• nature-reader

  Use the complete nature-reader workflow, preserving its upstream routing and supporting materials. Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever t

• nature-ref-verifier

  Use the complete nature-ref-verifier workflow, preserving its upstream routing and supporting materials. 对学术文献逐条执行多源交叉验证，逐字段对比作者、标题、年份、卷期、页码， 标记卷年/DOI年冲突、作者顺序异常、页码偏差等问题，输出结构化验证报告。 可批量处理整篇论文/开题报告的参考文献列表，也可单条校验，支持与 Zotero 同步修正。

• nature-response

  Use the complete nature-response workflow, preserving its upstream routing and supporting materials. Draft, audit, or revise Nature-style revision correspondence packages; point-by-point reviewer response letters, rebuttal letters, revision cover letters, LaTeX cover/response templates, and red-mark

• nature-reviewer

  Use the complete nature-reviewer workflow, preserving its upstream routing and supporting materials. Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal. Use when the user wants a pre-submission review, reviewer report, peer-review style critique,

• nature-statistics

  Use the complete nature-statistics workflow, preserving its upstream routing and supporting materials. Audit, revise, or draft manuscript statistical reporting for Nature / high-impact journal submissions. Use when the user asks to check statistical analysis sections, p values, confidence intervals,

• nature-writing

  Use the complete nature-writing workflow, preserving its upstream routing and supporting materials. Draft, restructure, or plan Nature-style manuscript sections and initial-submission materials from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write

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