The W&B Primary Skill simplifies running scripts and managing packages for machine learning tasks. It is designed for data scientists and machine learning engineers seeking to streamline their workflows with Weights & Biases.
$ npx skills add https://github.com/wandb/skills --skill wandb-primaryThe W&B Primary Skill integrates Weights & Biases capabilities directly into Claude Code and other coding agents, enabling data scientists and ML engineers to streamline their workflows. It supports logging metrics and rich media during model training, tracking experiments across runs, analyzing results to understand model learning, and tuning hyperparameters. The skill also extends to agent building, allowing teams to trace agentic AI applications, classify failure modes, evaluate models with labeled datasets, and run online evaluations for production monitoring. Install via npx skills and authenticate with your W&B API key to access experiment analysis, Weave tracing, Reports, Signal Builder, and Launch functionality.
Install the skill using the provided command.
Running machine learning scripts
Managing Python packages
Integrating with OpenAI models
Tracking experiments with W&B
$ npx skills add https://github.com/wandb/skills --skill wandb-primarygit clone https://github.com/wandb/skillsCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
Check the GitHub repository or documentation for usage examples.
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