Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

ClaudSkills / Engineering / ml-ai-eng

evaluating-machine-learning-models

Q: How do I install the evaluating-machine-learning-models Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/model-evaluation-suite/SKILL.md and restart Claude Code. Both flows are detailed at https://claudskills.com/install/.

Category: Engineering · Sub-category: ml-ai-eng · Last updated: 2026-05-21

This skill allows Claude to evaluate machine learning models using a comprehensive suite of metrics. It should be used when the user requests model performance analysis, validation, or testing. Claude can use this skill to assess model accuracy, precision, recall, F1-score, and other relevant metrics. Trigger this skill when the user mentions "evaluate model", "model performance", "testing metrics", "validation results", or requests a comprehensive "model evaluation".

What this skill does

evaluating-machine-learning-models is a community-contributed Claude Code skill in the ml-ai-eng sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/model-evaluation-suite/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The evaluating-machine-learning-models Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/model-evaluation-suite
curl -L https://claudskills.com/skills/model-evaluation-suite/SKILL.md \
  -o ~/.claude/skills/model-evaluation-suite/SKILL.md

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

Skills live at ~/.claude/skills/model-evaluation-suite/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\model-evaluation-suite\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.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

Source: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/blob/HEAD/backups/skill-structure-cleanup-20251108-073936/plugins/ai-ml/model-evaluation-suite/skills/model-evaluation-suite/SKILL.md
License: MIT
Author: jeremylongshore
Website: https://tonsofskills.com

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills

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

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel

evaluating-machine-learning-models

What this skill does

Who uses this skill

How to install

Manual install (2 steps)

One-click install via the desktop app

Attribution & license

More Engineering skills

Categories

Use cases

Popular tags

Learn

Site