Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Deploys a trained ML model to production — packaging it with the identical training-time preprocessing, registering a versioned model+code+data triple, serving via batch or online REST/gRPC behind a runtime (BentoML/TorchServe/Triton/ONNX), with autoscaling/warmup and canary/shadow rollout — so served predictions reproducibly match offline scoring.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Automated security scan: Partial
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 4dfcba8bb9e0e94ffd628382894578a21bd68b5b4bc6f663e88a6b9230963ee4
About this listing
- Category
- Engineering
- Reported license
- Apache-2.0
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.