Launch Job

Push a WandB Launch job for a branch to a queue for execution on GPU agents.

Usage

python .claude/skills/launch-job/launch_job.py \
  --branch <branch-name> \
  --queue <queue-name> \
  --project <wandb-project> \
  [--entity <wandb-entity>] \
  [--config '{"learning_rate": 0.001}'] \
  [--entry-point main.py] \
  [--resource kubernetes] \
  [--docker-image <image>] \
  [--priority 1] \
  [--dry-run]

When to use

Use this skill when:

• •A branch has been implemented and is ready for training/evaluation
• •You need to queue an experiment on a GPU agent
• •Re-launching a job after fixing bugs on a branch

Notes

• •The branch must exist locally and be pushed to the remote
• •Branch name and commit hash are automatically injected into wandb.config
• •Jobs are temporary and not reusable (per project convention)
• •Use --dry-run to verify config before launching
• •The --config flag accepts a JSON string or path to a JSON file

Arguments

$ARGUMENTS