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Explaining Machine Learning Models

100 / 100 · Low risk

Fine to try.

By BbgnsurfTech/claude-skills-collection (GitHub) · other · 29 stars · scanned at commit 01d3faf

This skill enables Claude to provide interpretability and explainability for machine learning models. It is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior. The skill leverages techniques like SHAP and LIME to generate explanations. It is useful when debugging model performance, ensuring fairness, or communicating model insights to stakeholders. Use this skill when the user mentions "explain model", "int…

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Other copies in this repository

BbgnsurfTech/claude-skills-collection has 1 more folder with a skill named Explaining Machine Learning Models. This page shows the lowest-scoring copy.

• plugins/claude-code-plugins-plus/backups/plugin-enhancements/plugin-backups/model-explainability-tool_20251020_023430/skills/skill-adapter 100/100 · Low risk

Install

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

if [ -e ~/.agents/skills/'explaining-machine-learning-models' ] || [ -L ~/.agents/skills/'explaining-machine-learning-models' ]; then echo 'A skill folder named explaining-machine-learning-models already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/BbgnsurfTech/claude-skills-collection' "$d" && git -C "$d" checkout --quiet '01d3fafeca1133f841956b8b90b939fee92d71e7' -- 'plugins/claude-code-plugins-plus/backups/plugin-enhancements/plugin-backups/model-explainability-tool_20251019_185018/skills/skill-adapter' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/claude-code-plugins-plus/backups/plugin-enhancements/plugin-backups/model-explainability-tool_20251019_185018/skills/skill-adapter' ~/.agents/skills/'explaining-machine-learning-models' && 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/'explaining-machine-learning-models' ~/.claude/skills/'explaining-machine-learning-models' (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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