Zubin Aysola
5e1d1abae2
- Switch eval source from all.yaml to wba-all.yaml (W&B-specific tasks) - Run update_all_eval.py before each eval to pick up new tasks - Replace raw eval-log artifact with results-summary.json (counts only) - Generate per-agent badge JSON files (.badges/codex.json, .badges/claude-code.json) - Add Codex and Claude Code shield badges to README - Keep eval_tasks input override for manual dispatch - No task names, rubric content, or eval details leak to public artifacts Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
agent-skills
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, including Claude Code, Cursor, Windsurf, Goose, and many more.
Prerequisites
Installation
Quick Install
Using npx skills:
Local (current project):
npx skills add wandb/agent-skills --skill '*' --yes
Global (all projects):
npx skills add wandb/agent-skills --skill '*' --yes --global
To link skills to a specific agent (e.g. Claude Code):
npx skills add wandb/agent-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/agent-skills.git
cd agent-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 W&B SDK (runs, metrics, artifacts, sweeps) and Weave SDK (traces, evaluations, scorers) | evaluated |
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
- Create
skills/<your-skill>/SKILL.mdwith frontmatter and instructions - Open a PR — CI will run the skill through the eval suite
- Merge to
mainto publish
To update an existing installation:
./install.sh --force