OpenAgentSkill Registry Manifest
Skill: Class Balanced Loss
Slug: richardaecn-class-balanced-loss
Category: robotics-iot
Description: Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

Agent fit:
- Decision: 56/100 Needs manual review
- Primary fit: Coding agents
- Role: Needs validation

Supply profile:
- Track: Coding and developer agents
- Scenario: Coding agents
- Applicable agents: Claude Code, CLI, Codex, Cursor, Python
- Maintenance: 5y since push
- Risk: Needs review

Trust:
- Trust score: 73/100 Strong shortlist
- Audit: 65/100 Needs review

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

Install:
npx skills add richardaecn/class-balanced-loss

URLs:
- Web: https://www.openagentskill.com/skills/richardaecn-class-balanced-loss
- API: https://www.openagentskill.com/api/agent/skills/richardaecn-class-balanced-loss
- Install API: https://www.openagentskill.com/api/skills/richardaecn-class-balanced-loss/install
- Repository: https://github.com/richardaecn/class-balanced-loss