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Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access…

End-to-end research ideation pipeline: literature grounding → multi-track idea generation (3 personas: innovator/pragmatist/critic) → iterative refinement →…

Cloud computing platform for running Python on GPUs and serverless infrastructure. Use when deploying AI/ML models, running GPU-accelerated workloads, serving…

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial…

Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging…

检测并人性化AI生成的中文文本。20+规则检测类别 + 统计特征 + 场景感知LR融合（规则×0.2 + LR×0.8），基于三种场景训练：通用/学术/长文本（≥1500字）。统一CLI：./humanize {detect,rewrite,academic,style,compare}。8种风格转换（ casual/知乎/小红书/微信/学术/文学/微博/小说）。多段落重写 + best-of-N人性化。165种替换模式 + 同义词词林38873。学术论文AIGC降重，适配CNKI/VIP/Wanfang（知网/维普/万方 AIGC检测降重）。纯Python，零依赖，离线运行。v5.0.0 — HC3融合95%，学术-65 / 工作汇报-83 / 长篇博客-55。当用户提及以下关键词时触发："去AI味"、"降AIGC"、"人性化文本"、"humanize chinese"、"AI检测"、"AIGC降重"、"去除AI痕迹"、"文本改写"、"论文降重"、"知网检测"、"维普检测"、"AI写作检测"、"让文字更自然"、"detect AI text"、"humanize text"、"reduce AIGC score"、"make text human-like"、"去ai化"、"改成人话"、"去机器味"、"降低AI率"、"过AIGC检测"、"长文本改写"、"小说改写"

Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and…

Use when auditing project documentation through the evaluation platform with mandatory research, coordinated audit workers, and structured summaries.

Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14,…

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical…

Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with…

Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with…

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Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq…

Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and sequential image…

Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains.…

Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing…

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses…

Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and…

High-performance reinforcement learning framework optimized for speed and scale. Use when you need fast parallel training, vectorized environments, multi-agent…