Agent Skills › companion-inc/feynman › managed-model-endpoints

managed-model-endpoints

GitHub

用于注册和管理模型端点，涵盖定义配置、存储凭证、实现生命周期检查及推理冒烟测试，确保端点在Feynman环境中可用且健康。

skills/managed-model-endpoints/SKILL.md companion-inc/feynman

触发场景

需要本地或远程模型服务时进行端点健康检查或凭证管理时启动脚本或推理路由配置时

安装

npx skills add companion-inc/feynman --skill managed-model-endpoints -g -y

更多选项

不安装直接使用

npx skills use companion-inc/feynman@managed-model-endpoints

指定 Agent (Claude Code)

npx skills add companion-inc/feynman --skill managed-model-endpoints -a claude-code -g -y

安装 repo 全部 skill

npx skills add companion-inc/feynman --all -g -y

预览 repo 内 skill

npx skills add companion-inc/feynman --list

SKILL.md

Frontmatter

{
    "name": "managed-model-endpoints",
    "description": "Register or audit Feynman-managed model endpoints. Use when a research workflow needs a local or remote model service, endpoint health checks, credential refs, startup scripts, or inference routing."
}

Managed Model Endpoints

Use this skill to make a model endpoint usable from Feynman.

Workflow:

Define the endpoint purpose, model family, input/output schema, auth method, hardware need, and expected latency.
Record whether the endpoint is local, remote HTTP, Modal-backed, SSH-backed, or a custom connector.
Add only non-secret endpoint metadata to settings. Store secret references as environment variable names or credential refs.
Implement start/stop/health/inference checks when Feynman owns the endpoint lifecycle.
Run a tiny inference smoke and save request/response shape without leaking secrets.

Expose endpoints as research infrastructure, not as permanent claims that a model is installed when health has not passed.