OpenAgentSkill Registry Manifest
Skill: Sparkmagic
Slug: jupyter-incubator-sparkmagic
Category: data-analysis
Description: Jupyter magics and kernels for working with remote Spark clusters

Agent fit:
- Decision: 82/100 Strong shortlist
- Primary fit: Coding agents
- Role: Companion skill

Supply profile:
- Track: Data, BI, and analytics
- Scenario: Coding agents
- Applicable agents: Claude Code, CLI, Codex, Cursor, Python
- Maintenance: 10mo since push
- Risk: Needs review

Trust:
- Trust score: 81/100 Strong shortlist
- Audit: 79/100 Needs review

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

Install:
npx skills add jupyter-incubator/sparkmagic

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