alibi-explainer
Alibi explainability skill for counterfactual explanations, anchors, and trust scores.
npx skills add a5c-ai/babysitter --skill alibi-explainer --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.
# alibi-explainer ## Overview Alibi explainability skill for counterfactual explanations, anchors, trust scores, and advanced model interpretation techniques. ## Capabilities - Counterfactual instance generation - Anchor explanations (rule-based) - Integrated gradients for deep learning - Kernel SHAP integration - Contrastive Explanation Method (CEM) - Trust scores for prediction confidence - Pertinent positives and negatives - Prototype and criticism selection ## Target Processes - Model Interpretability and Explainability Analysis - Model Evaluation and Validation Framework ## Tools and Libraries - Alibi - Alibi Detect - TensorFlow/PyTorch - scikit-learn ## Input Schema ```json { "type": "object", "required": ["modelPath", "explainerType", "instancePath"], "properties": { "modelPath": { "type": "string", "description": "Path to the trained model" }, "explainerType": { "type": "string", "enum": ["counterfactual", "anchor", "integrated_gradients", "cem", "trust_score", "prototype"], "description": "Type of Alibi explainer to use" }, "instancePath": { "type": "string", "description": "Path to instance(s) to explain" }, "counterfactualConfig": { "type": "object", "properties": { "tar
- Overview
- Capabilities
- Target Processes
- Tools and Libraries
- Input Schema
- Output Schema
- Usage Example
What does the alibi-explainer skill do?
Alibi explainability skill for counterfactual explanations, anchors, and trust scores.
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill alibi-explainer --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 a5c-ai/babysitter, a repository with 1,642 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.