skills.rest
wandbwandbOfficial·1 Agent Skills Included

skills

Track experiments, analyze traces, and automate training research

Analyzes Weights & Biases projects, runs, artifacts, and Weave traces to answer experiment questions fast. Converts Table artifacts into verified EvalTable previews and runs bounded hyperparameter searches through W&B Launch. Eliminates manual dashboard digging, unsafe data overwrites, and uncontrolled compute spending during model training and evaluation.
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npx skills add wandb/skills --all -g -y

All Skills in This Repository (1)

Pure Emerald Level Indicators
📦 In Repo
wandbwandb

wandb-primary

Query, analyze, and launch W&B projects with run histories and artifacts.

Official
Advanced

Frequently Asked Questions

FAQPage Schema
How to install wandb skills?▼

Run `npx skills add wandb/skills --all -g -y` in your terminal, then set your W&B API key with `export WANDB_API_KEY=<your-key>`.

How to analyze W&B experiment runs automatically?▼

The wandb-primary skill lets your coding agent query runs, sweeps, artifacts, and Weave traces directly to answer questions about training progress and failures.

Can AI run hyperparameter searches on W&B?▼

Yes. The wandb-autoresearch skill runs bounded, serial training trials through W&B Launch, smoke-tests jobs first, and keeps resumable research state.

Does this work with Claude Code and Codex?▼

Yes. All skills follow the standard SKILL.md format and are benchmarked against Claude Code and Codex, with pass rates published in the repository.

Is it safe to convert W&B Tables to EvalTables?▼

Yes. The wandb-eval-tables skill only creates non-destructive previews with scan-first checks, row caps, and verification, never overwriting your source data.

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