AgentSkillsCN

manage-artifacts

下载模型/检查点，查询工件集合，链接至模型注册表。

SKILL.md
--- frontmatter
name: manage-artifacts
description: Download models/checkpoints, query artifact collections, link to model registry
disable-model-invocation: true
allowed-tools: Bash(python *)
argument-hint: [download|list|info|link|search]

Manage Artifacts

Manage WandB artifacts — models, checkpoints, and other outputs.

Commands

Download artifact

bash
python .claude/skills/manage-artifacts/manage_artifacts.py --project <project> download \
  --artifact <name:version> [--output ./artifacts/]

List artifacts by type

bash
python .claude/skills/manage-artifacts/manage_artifacts.py --project <project> list \
  [--type model]

Types: model, dataset, checkpoint, or any custom type.

Show artifact info

bash
python .claude/skills/manage-artifacts/manage_artifacts.py --project <project> info \
  --artifact <name:version>

Shows files, metadata, size, aliases, and which run/branch produced it.

Link to model registry

bash
python .claude/skills/manage-artifacts/manage_artifacts.py --project <project> link \
  --artifact <name:version> --target wandb-registry-model/my-model [--aliases "production,best"]

Search artifacts

bash
python .claude/skills/manage-artifacts/manage_artifacts.py --project <project> search \
  --pattern "resnet" [--type model]

When to use

  • •Download winning model checkpoints after merge decisions
  • •Inspect what artifacts a branch's run produced
  • •Link best models to the registry for deployment
  • •Search for specific models/checkpoints across experiments

$ARGUMENTS