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scientific-agent-skills — K-Dense-AI · AI Asset

scientific-agent-skills

技能库

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

K-Dense-AIGitHub 公开资源索引

安装与使用

46,718 GitHub Stars166 项组成内容Stars 同步于 2026年9月27日

概览安装与使用包含内容源码

共 166 项匹配内容，示例会单独标注；未声明归属的内容不代表插件自动包含。

matplotlib技能

Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating wit

其他仓库内容 · 未声明插件包归属

medchem技能

Medicinal chemistry filters for compound triage. Apply drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL), complexity m

其他仓库内容 · 未声明插件包归属

modal技能

Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated

其他仓库内容 · 未声明插件包归属

molecular-dynamics技能

Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, define force fields, run energy minimization a

其他仓库内容 · 未声明插件包归属

molfeat技能

Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular M

其他仓库内容 · 未声明插件包归属

ncats-arax技能

Queries the NCATS Translator ARAX production API for bounded, typed, provenance-rich one-hop and endpoint-pinned two-hop biomedical knowledge-graph relationship

其他仓库内容 · 未声明插件包归属

networkx技能

Create, analyze, and visualize complex networks and graphs in Python with NetworkX. Use when working with network/graph data structures, computing graph algorit

其他仓库内容 · 未声明插件包归属

neurokit2技能

Use NeuroKit2 to build or audit reproducible research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, vari

其他仓库内容 · 未声明插件包归属

neuropixels-analysis技能

Analyze Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction

其他仓库内容 · 未声明插件包归属

nextflow技能

Build, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user mentions Nextflow, nf-core, .nf files, nextflow.config, DS

其他仓库内容 · 未声明插件包归属

omero-integration技能

Securely inspect and automate microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, and d

其他仓库内容 · 未声明插件包归属

onekgpd技能

Query the 1000 Genomes Project dataset (3,202 whole-genome-sequenced individuals, GRCh38) at the level of individual participants. Use when a question is about

其他仓库内容 · 未声明插件包归属

ontology-term-resolution技能

Resolve free-text scientific labels to ontology term IDs and validate existing CURIEs against the EBI Ontology Lookup Service (OLS4). Also look up prefixes in B

其他仓库内容 · 未声明插件包归属

open-notebook技能

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

其他仓库内容 · 未声明插件包归属

openpiv技能

Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow visualization

其他仓库内容 · 未声明插件包归属

opentrons-integration技能

Author, review, migrate, simulate, and troubleshoot official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-specific liquid

其他仓库内容 · 未声明插件包归属

optimize-for-gpu技能

GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization; CPU-bound NumPy, SciPy,

其他仓库内容 · 未声明插件包归属

pacsomatic技能

Operator toolkit for nf-core/pacsomatic matched tumor-normal workflows from BAM inputs. Use this skill when the user needs to validate run inputs, generate pacs

其他仓库内容 · 未声明插件包归属

paper-lookup技能

Search 18 scholarly APIs for papers, preprints, citations, open-access full text, repository records, and journal OA status, and return results with reproducibl

其他仓库内容 · 未声明插件包归属

paperclip技能

Search and read full-text biomedical papers, FDA/PMDA/EMA regulatory documents, clinical trial registries, and UniProt/PDB/ChEMBL entries with the Paperclip CLI

其他仓库内容 · 未声明插件包归属

paperzilla技能

Chat with your agent about projects, recommendations, and canonical papers in Paperzilla. Use when users ask for recent project recommendations, canonical paper

其他仓库内容 · 未声明插件包归属

parallel-web技能

Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best for requests th

其他仓库内容 · 未声明插件包归属

pathml技能

Use PathML for local, research-only computational pathology workflows: load and tile slides, build preprocessing and QC pipelines, manage h5path data, quantify

其他仓库内容 · 未声明插件包归属

pathogen-variant-surveillance技能

Query live pathogen genomic surveillance data through the GenSpectrum LAPIS API to find which viral lineages are circulating now, how fast they are growing, and

其他仓库内容 · 未声明插件包归属

关于项目

原作者: K-Dense-AI
许可证: MIT
上游更新: 2026年9月21日
内容扫描: 2026年9月27日

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