managed-model-endpoints

Installation
SKILL.md

Managed model endpoints

A managed model endpoint is a model service the daemon owns: you register it once, then every compute_provider cell against it just works — the daemon swaps the resident model off the device (one model at a time, via the resident's own approved stop), runs your approved start script, waits for the readiness route, then runs your cell, streaming its lifecycle progress into the cell as it goes. You never run the container runtime yourself, never poll readiness in cells, and never see the credential value. Two verbs: register() (asks the user once) and ordinary inference cells.

Container specifics — image, registry login, internal port, cache mount target, readiness route — come from the model's own runbook skill; this skill is the translation contract.

Calling a registered endpoint — inference cells

Installs
2
GitHub Stars
182
First Seen
Jul 2, 2026
managed-model-endpoints — jimliu/science-skills