OpenAgentSkill Registry Manifest
Skill: Shap
Slug: shap-shap
Category: ml-automation
Description: A game theoretic approach to explain the output of any machine learning model.

Agent fit:
- Decision: 100/100 Production-ready
- Primary fit: Coding agents
- Role: Primary pick

Supply profile:
- Track: Coding and developer agents
- Scenario: Coding agents
- Applicable agents: Claude Code, CLI, Codex, Cursor, Jupyter Notebook
- Maintenance: 4d since push
- Risk: Safe to try

Trust:
- Trust score: 95/100 Production candidate
- Audit: 95/100 Safe to try

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: shap
- Claim URL: https://www.openagentskill.com/skills/shap-shap#claim-this-skill

Install:
npx skills add shap/shap

URLs:
- Web: https://www.openagentskill.com/skills/shap-shap
- API: https://www.openagentskill.com/api/agent/skills/shap-shap
- Install API: https://www.openagentskill.com/api/skills/shap-shap/install
- Repository: https://github.com/shap/shap