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experiment-tracking-swanlab

80 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By Orchestra-Research/AI-Research-SKILLs (GitHub) · coding · 14,447 stars · scanned at commit 773a529

Provides guidance for experiment tracking with SwanLab. Use when you need open-source run tracking, local or self-hosted dashboards, and lightweight media logging for ML workflows.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'experiment-tracking-swanlab' ] || [ -L ~/.agents/skills/'experiment-tracking-swanlab' ]; then echo 'A skill folder named experiment-tracking-swanlab already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Orchestra-Research/AI-Research-SKILLs' "$d" && git -C "$d" checkout --quiet '773a52944ba4747a18bd4ae9ade53fff041adcbc' -- '13-mlops/swanlab' && mkdir -p ~/.agents/skills && cp -R "$d"/'13-mlops/swanlab' ~/.agents/skills/'experiment-tracking-swanlab' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'experiment-tracking-swanlab' ~/.claude/skills/'experiment-tracking-swanlab' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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