onescience-ai

onescience-ai/OneSkills

Plugin Claude Code

OneScience / OneSkills plugin marketplace for scientific workflow skills and optional SCnet MCP runtime integration.

onescience-ai/OneSkills

Plugin Claude Code

OneScience / OneSkills skills for AI-native scientific research workflows, coding, runtime submission, debugging, and environment setup.

onescience-ai/OneSkills

Skill Claude CodeCodex

A collection of reusable AI-agent skills for scientific software development, experiments, and research environments. OneSkills can be installed for several coding agents, including Codex, Claude Code, Trae, and OpenCode.

onescience-ai/OneSkills

Skill Claude CodeCodex

A skill for running OneScience command-line commands on remote SSH or SLURM systems. SSH is a way to use another computer remotely, while SLURM schedules jobs on shared computing clusters.

onescience-ai/OneSkills

Skill Claude CodeCodex

A step-by-step coding workflow for OneScience projects. It gathers project knowledge, breaks work into confirmed steps, implements each step, and runs checks when finished.

onescience-ai/OneSkills

Skill Claude CodeCodex

Skill "onescience-data-analyzer" from onescience-ai/OneSkills, covering 输入获取方式, onescience-data-analyzer, 职责, 核心能力 and 工作流调用.

onescience-ai/OneSkills

Skill Claude CodeCodex

A planning tool for deciding how scientific data should be prepared. It turns a task description into a data contract, processing steps, and risk notes, then passes that plan to another workflow component.

onescience-ai/OneSkills

Skill Claude CodeCodex

A workflow tool for building and checking scientific datasets. It can create a small startup script around existing data-processing code, then check the finished dataset and produce metadata.

onescience-ai/OneSkills

Skill Claude CodeCodex

A workflow tool for running scientific machine-learning models. It helps prepare inputs, load models or saved checkpoints, run predictions, check the results, create visualizations, and compare them with a baseline.

onescience-ai/OneSkills

Skill Claude CodeCodex

An installer and checker for OneScience environments and related scientific software. It reads an onescience.json file and can work with local or remote execution sites.

onescience-ai/OneSkills

Skill Claude CodeCodex

A tool for preparing a reproduced research model for ModelScope, a platform for sharing machine-learning models. It organizes files into the platform’s expected directory structure and creates upload guidance.

onescience-ai/OneSkills

Skill Claude CodeCodex

A task coordinator for OneScience that turns a user’s goal into a tracked plan and assigns parts of the work to suitable specialist tools.

onescience-ai/OneSkills

Skill Claude CodeCodex

A tool for extracting the information needed to reproduce a research paper and turning it into a structured specification and coding task description. It can use a paper PDF, URL, arXiv entry, DOI, or supplied text.

onescience-ai/OneSkills

Skill Claude CodeCodex

A skill for changing PyTorch models to run across multiple devices with pipeline and tensor parallelism. Pipeline parallelism splits model stages between devices, while tensor parallelism splits individual calculations.

onescience-ai/OneSkills

Skill Claude CodeCodex

A resource-search tool for finding reusable OneScience building blocks. It searches a catalogue for the most relevant scientific workflow components and returns their supporting details and usage contracts.

onescience-ai/OneSkills

Skill Claude CodeCodex

A research-workflow planning skill for OneScience, a system that coordinates scientific computing tasks. It creates detailed plans for fields such as weather, biology, materials, and fluid simulations, including steps, dependencies, resources, checks, and fallback paths.

onescience-ai/OneSkills

Skill Claude CodeCodex

A configuration workflow for OneScience, a platform for running scientific computing tasks. It collects and checks where and how a task will run, then saves the settings for reuse.

onescience-ai/OneSkills

Skill Claude CodeCodex

A controlled workflow for running and diagnosing OneScience jobs. It checks project settings and execution readiness before allowing work to run locally, over SSH, on a SLURM cluster, or through SCnet.

onescience-ai/OneSkills

Skill Claude CodeCodex

A workflow for planning, creating, running, and checking machine-learning model training. It covers data splits, loss functions, optimizers, learning-rate schedules, evaluation, checkpoints, logs, and runtime needs.

onescience-ai/OneSkills

Skill Claude CodeCodex

A natural-language interface for SCNet, a high-performance computing platform used to run scientific or technical jobs on shared clusters. It can also manage files, account details, regions, and queues.