SKILL

shap-model-explainability

FridrichMethodListed

Primary machine endpointhttps://github.com/FridrichMethod/awesome-skills/tree/HEAD/skills/shap-model-explainability

SUMMARY

What it does

Explains ML model predictions using SHAP, covering explainer selection, feature attribution, and various plots for model debugging and fairness audits.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

data-visualizationweight 100 · confidence 88diagnosticsweight 80 · confidence 88simulationweight 80 · confidence 88

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_E97733E36715Canonical source

https://github.com/FridrichMethod/awesome-skills/blob/b77323f7bce3474766a0e0d163be25eaf2f6f112/skills/shap-model-explainability/SKILL.md

ACCESS

Access requirements

Protocols: agent-skills
Authentication: type: none · required: false
Pricing: model: free
Version: b77323f7bce3

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.