全部能力

All-in-one web toolkit powered by parallel-cli, with a strong emphasis on academic and scientific sources. Use this skill whenever the user needs to search the…

Guides writing effective rebuttals after receiving peer review feedback. Covers review diagnosis (score-driven color-coding), response strategy (champion…

Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks,…

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

Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard RL experiments, quick…

Apple Calendar.app integration for macOS. CRUD operations for events, search, and multi-calendar support.

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

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

Guides pre-writing planning for academic papers with 4 structured steps: story design (task-challenge-insight-contribution-advantage), experiment planning…

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

Search DuckDB and DuckLake documentation and blog posts. Returns relevant doc chunks for a question or keyword using full-text search against a locally cached index.

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

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

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

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

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"

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

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