A skill library for AI-native scientific research. Reusable skills for workflow orchestration, coding, runtime submission, and environment setup. Works with Claude Code, Codex CLI, Trae.
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.
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.
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.
Skill Claude CodeCodex
A data-analysis skill for OneScience, a research-focused AI platform. It accepts task details from the conversation or from handoff files, then carries out analysis, charts, and report generation.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.