OpenAgentSkill Registry Manifest
Skill: Autograd
Slug: hips-autograd
Category: ml-automation
Description: Efficiently computes derivatives of NumPy code.

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, Python
- Maintenance: 2mo since push
- Risk: Needs review

Trust:
- Trust score: 89/100 Production candidate
- Audit: 92/100 Needs review

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

Install:
npx skills add HIPS/autograd

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