OpenAgentSkill Registry Manifest
Skill: Surprise
Slug: nicolashug-surprise
Category: ml-automation
Description: A Python scikit for building and analyzing recommender systems

Agent fit:
- Decision: 100/100 Production-ready
- Primary fit: GitHub automation
- Role: Primary pick

Supply profile:
- Track: Coding and developer agents
- Scenario: GitHub automation
- Applicable agents: Claude Code, CLI, Codex, Cursor, Python
- Maintenance: 17d since push
- Risk: Safe to try

Trust:
- Trust score: 94/100 Production candidate
- Audit: 95/100 Safe to try

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

Install:
npx skills add NicolasHug/Surprise

URLs:
- Web: https://www.openagentskill.com/skills/nicolashug-surprise
- API: https://www.openagentskill.com/api/agent/skills/nicolashug-surprise
- Install API: https://www.openagentskill.com/api/skills/nicolashug-surprise/install
- Repository: https://github.com/NicolasHug/Surprise