explaining-machine-learning-models
Explain trained machine learning models through feature attribution, local explanations, and behavior summaries. Use as an explicit/manual helper once a model already exists, not for training ownership, leakage auditing, or general ML strategy selection.
npx skills add foryourhealth111-pixel/Vibe-Skills --skill explaining-machine-learning-models --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Model Explainability Tool ## Positioning Treat this skill as an explicit/manual helper for interpretability work. ## When to Use Use this skill when: - Understand why a machine learning model made a specific prediction. - Identify the most important features influencing a model's output. - Debug model performance issues by identifying unexpected feature interactions. - Communicate model insights
What does the explaining-machine-learning-models skill do?
Explain trained machine learning models through feature attribution, local explanations, and behavior summaries. Use as an explicit/manual helper once a model already exists, not for training ownership, leakage auditing, or general ML strategy selection.
How do I install it?
Run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill explaining-machine-learning-models --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From foryourhealth111-pixel/Vibe-Skills, a repository with 2,593 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.