Jason Zhao
bd15c7340c
Replace the placeholder in CONTRIBUTING.md with the actual contributing instructions from README, and link to CONTRIBUTING.md from README. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
skills
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Agent skills for working with Weights & Biases. Explore projects, analyze runs, query metrics, and create reports — all from your coding agent.
Supported Coding Agents
These skills can be installed for any agent supported by skills.sh, install.
Prerequisites
Installation
Quick Install
Using npx skills:
Local (current project):
npx skills add wandb/skills --skill '*' --yes
Global (all projects):
npx skills add wandb/skills --skill '*' --yes --global
To link skills to a specific agent (e.g. Claude Code):
npx skills add wandb/skills --agent claude-code --skill '*' --yes --global
Install Script (Claude Code only)
Alternatively, clone the repo and use the install script:
git clone https://github.com/wandb/skills.git
cd skills
# Install for Claude Code in current directory (default)
./install.sh
# Install for Claude Code globally
./install.sh --global
# Force reinstall without prompts
./install.sh --force --yes
| Flag | Description |
|---|---|
--global, -g |
Install globally instead of current directory |
--force, -f |
Overwrite skills with same names as this package |
--yes, -y |
Skip confirmation prompts |
Usage
After installation, set your API key:
export WANDB_API_KEY=<your-key>
Then run your coding agent from the directory where you installed (for local installs) or from anywhere (for global installs).
Available Skills
| Skill | Description | Status |
|---|---|---|
wandb-primary |
Comprehensive primary skill for agents working with Weights & Biases. Covers both the W&B SDK (tr... | claude-code: 31/34 (91%) |
Skill Format
Each skill is a directory under skills/ with a SKILL.md file:
skills/<name>/
└── SKILL.md # YAML frontmatter + instructions
SKILL.md structure
---
name: my-skill
description: One-line description of when to use this skill.
---
# Skill Title
Instructions, code patterns, and best practices for the agent...
The frontmatter requires name and description. The body contains instructions that get injected into the agent's context.
Evaluation
Skills are automatically evaluated on merge to main using the WandBAgentFactory eval framework, benchmarked against both Codex and Claude Code agents. Results are tracked in Weave.
Contributing
See CONTRIBUTING.md.