Research intelligence suite for academic writing, literature review, and scientific analysis. Use when users need to write papers, draft grants, polish English/Chinese academic text, review manuscripts, find research gaps, check citations, download literature, design experiments, run bioinformatics analysis, or create scientific visualizations. Triggers on: write paper, grant proposal, rebuttal, cover letter, literature review, research gap, citation check, English polish, Chinese polish, translate, peer review, download paper, bioinformatics, data visualization, 写论文, 基金申请, 文献综述, 英文润色, 中文润色, 翻译, 审稿, 下载文献, 生信分析, 实验设计.
Guide users through computational omics analysis pipelines across three tracks: differential expression analysis (DEG), enrichment analysis (GO/KEGG/GSEA), and network pharmacology (target prediction, PPI networks, hub genes). Use when performing bioinformatics analysis, DEG analysis, differential expression, enrichment analysis, GSEA, GO enrichment, KEGG pathway analysis, network pharmacology, protein-protein interaction, PPI network construction, hub gene identification, scRNA-seq, single-cell analysis, bulk RNA-seq, 生信分析, 差异基因, 富集分析, 网络药理学, 靶点预测. Do NOT trigger for: data-visualizer (plotting and figure generation only), method-designer (experimental design and study planning only).
Generate publication-quality scientific figures and visualizations for academic manuscripts. Use when creating data visualization, plot, figure, chart, graph, heatmap, volcano plot, boxplot, violin plot, PCA plot, UMAP, survival curve, Kaplan-Meier, forest plot, scientific figure, publication figure, ggplot, matplotlib, R plot, Python plot, enrichment bubble chart, PPI network visualization, network figure, 数据可视化, 画图, 图表, 可视化. Do NOT trigger for: bioinformatics-assistant (analysis pipelines and computational methods), method-designer (experimental design and study planning).
Guide researchers through experimental design decisions. Use when planning experimental design, study design, method design, CRISPR design, sgRNA design, network pharmacology design, multi-omics design, sample size calculation, power calculation, statistical power, cohort design, knockout design, knockin design, 实验设计, 样本量计算, 统计功效, CRISPR设计, 多组学, 网络药理学设计. Do NOT trigger for: bioinformatics-assistant (data analysis on existing data), data-visualizer (plotting only), paper-writer (Methods section writing only).
Polish and refine academic Chinese writing for publication in Chinese-language journals. Use when improving Chinese grammar, vocabulary, sentence fluency, or domain-specific terminology in Chinese manuscripts, abstracts, or grant sections. Triggers on: Chinese polish, Chinese academic writing, 中文润色, 学术中文, 中文写作, 中文修改, 学术写作润色, polish Chinese, improve Chinese writing, academic Chinese, Chinese manuscript. Does NOT trigger on translation tasks: en-to-zh (English to Chinese translation) or zh-to-en (Chinese to English translation).
Translate English academic text to Chinese. Use when converting English manuscripts, abstracts, or scientific content to Chinese academic writing. Handles TCM terminology mapping, bioinformatics term standardization, and academic Chinese register. Triggers on: translate to Chinese, English to Chinese, 翻译成中文, 英译中, translate to simplified Chinese.
Polish and refine academic English writing. Use when improving grammar, word choice, sentence structure, or discipline-specific terminology in English manuscripts, abstracts, or grant sections. Triggers on: polish English, improve writing, refine language, proofread, academic English, 英文润色, 语言修改, 英文修改, 改善英文, 润色.
Translate Chinese academic text to English. Use when converting Chinese manuscripts, abstracts, grant sections, or TCM terminology to academic English. Maintains technical precision, academic register, and correct domain-specific terminology. Triggers on: translate to English, Chinese to English, 翻译成英文, 中译英, translate abstract, translate methods.