Summary
SwanLab gives you experiment tracking without the SaaS lock-in. It logs metrics, configs, and media (images, audio, point clouds) and works with PyTorch, Transformers, Lightning, and Fastai out of the box. You can run it locally, self-host, or use their cloud. The skill includes media dependencies pre-configured, so you can start logging visualizations immediately. If you're tired of sending training data to third-party platforms or need to track experiments in air-gapped environments, this is a solid pick. It's open source and the interface handles run comparisons across hyperparameters and seeds cleanly.
Install to Claude Code
npx -y skills add orchestra-research/ai-research-skills --skill experiment-tracking-swanlab --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
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Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
