全部能力

Analyzes competitors using web research to provide verified business metrics, actionable leverage strategies, and predicted next moves. Use when user needs…

Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic…

Expert web researcher using advanced search techniques and

Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for…

Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best…

钉钉待办管理。当用户提到"钉钉待办"、"待办任务"、"创建待办"、"新增待办"、"查看待办"、"完成待办"、"标记完成"、"删除待办"、"待办列表"、"我的待办"、"设置截止时间"、"指派待办"、"dingtalk todo"、"todo task"、"task…

Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and…

Run a multi-perspective Mind Council deliberation on any question, decision, or creative challenge. Use this skill whenever the user wants diverse viewpoints,…

Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and…

Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

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

Control the IMA (ima.copilot) desktop application for AI search and private knowledge retrieval.

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…

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

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…

Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold structures, enrichment analysis. Best for…

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