OpenAgentSkill Registry Manifest
Skill: cupynumeric-migration-readiness
Slug: nvidia-cupynumeric-migration-readiness
Category: research
Description: Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy patterns transfer cleanly, what must be refactored before porting, or mentions pre-port assessment, scaling analysis, or refactor planning. Inspect the user's source code, look up NumPy usage, cross-reference the cuPyNumeric API support manifest, and distinguish distributed-scaling-friendly patterns from blockers such as unsupported APIs, scalar synchronization, host round-trips, Python/object-heavy control flow, shape/data-dependent branching, and in-place mutation hazards. Produce a verdict of READY, LIGHT REFACTOR, SIGNIFICANT REFACTOR, or NOT RECOMMENDED, with concrete refactor pointers.

Agent fit:
- Decision: 93/100 Production-ready
- Primary fit: Research agents
- Role: Primary pick

Supply profile:
- Track: Research and knowledge work
- Scenario: Research agents
- Applicable agents: Claude Code, CLI, Codex, Cursor
- Maintenance: 4d since push
- Risk: Risky

Trust:
- Trust score: 79/100 Strong shortlist
- Audit: 84/100 Risky

Attribution:
- Status: Registry indexed
- Source: github candidate review
- Creator: NVIDIA
- Claim URL: https://www.openagentskill.com/skills/nvidia-cupynumeric-migration-readiness#claim-this-skill

Install:
npx skills add NVIDIA/skills --skill cupynumeric-migration-readiness

URLs:
- Web: https://www.openagentskill.com/skills/nvidia-cupynumeric-migration-readiness
- API: https://www.openagentskill.com/api/agent/skills/nvidia-cupynumeric-migration-readiness
- Install API: https://www.openagentskill.com/api/skills/nvidia-cupynumeric-migration-readiness/install
- Repository: https://github.com/NVIDIA/skills/tree/main/skills/cupynumeric-migration-readiness