01
It starts by itself
every morning. Runs in Claude Code routine.
- ↻ every morning
0 8 * * *
wandb · 2K installsW&B Primary skill
Runs by itself, every morning.
Daily digest of runs and traces.
Install the W&B Primary skill and make it a habit: follow https://gethabit.dev/skills/wandb/wandb-primary.md
- 1Copy
- 2Paste into Claude Code, Codex or Cursor
- 3It runs by itself
2K installs70 starsApache-2.0 licenceSource on GitHub ↗
W&B Primary
by wandb · 2K installs
The skill
W&b primary is the main Weights & Biases skill for broad project work: runs and artifacts, Weave traces and evaluations, Reports, Workspaces, Sweeps, Launch and Agent Lens, with fast recipes for large projects.
Only when you ask.
The habit
Daily digest of runs and traces.
↻ Runs by itselfevery morning
How the habit works.
You don't have to.
When does it start? How does it check its work? What does it remember?
One run, step by step.
Then it stops.
Stops after two scripts per surface per run.
- 01
Classify the task
Treat the digest as a brief task and use one script per surface.
- 02
Count runs
Count runs by state with wandb.Api(timeout=120), per_page=1 and include_sweeps=False.
- 03
Count traces
Use calls_query_stats for total, root and error calls in Weave.
- 04
List recent
Print the five most recent runs and calls.
- 05
Compare and log
Compare with yesterday and write crashed runs and new errors into the log.
What it may do.
Nothing more.
It writes only in its own folder and asks you before anything goes out.
- Writes only inloops/wandb-project-digest-loop/**
- Talks towandb.ai
- Sendsnothing
- Your OKNothing goes out, so it needs no OK.
Is it for you?
Use it when it fits.
Read both lists. If the left one sounds like you, the W&B Primary skill helps.
Use it when
- ✓ You ask what happens in a W&B project
- ✓ You count runs or traces
- ✓ You compare runs or sweeps
Skip it when
- – You do not use W&B
- – You need one narrow W&B surface only
W&B Primary skill, answered.
Why per_page=1 for counts?
The skill uses it for fast exact counts on large projects.
Where are GPU metrics?
In run.history(stream='system'), not the default stream.
How do I install the W&B Primary skill?
Copy the prompt at the top into your agent. It installs the skill from wandb/skills and sets up the habit. Or run npx skills add wandb/skills --skill wandb-primary.
Is the W&B Primary skill free?
Yes. It is published under Apache-2.0. Habit is free too.
W&B Primary. Now as a habit.
Install the W&B Primary skill and make it a habit: follow https://gethabit.dev/skills/wandb/wandb-primary.md
All wandb skills →More ops skills →
Works in
- Claude Code
- Codex
- Cursor
- ChatGPT
- Claude app
Made by wandb, published under Apache-2.0. Habit links to the original and never changes it. Is this your skill?