ClaudSkills / Science & Research / science-misc

Experiment Tracking

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: science-misc
type:audit
Audit ML experiment tracking infrastructure for reproducibility gaps, parameter logging completeness, metric capture, artifact management, and pipeline orchestration. Covers MLflow, Weights and Biases, DVC, Sacred, Neptune, Hydra configs, model registries, and produces a reproducibility scorecard (0-30) with actionable fixes for data science teams.

What this skill does

Experiment Tracking is a production-ready Claude Code skill (quality score 70/100) in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/experiment-tracking/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Experiment Tracking skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/experiment-tracking
curl -L https://claudskills.com/skills/experiment-tracking/SKILL.md \
  -o ~/.claude/skills/experiment-tracking/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/experiment-tracking/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/experiment-tracking/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\experiment-tracking\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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