python-cli-runtime

name	python-cli-runtime
category	fragment
description	Manages Python CLI command orchestration including startup, serve, bootstrap, status checks, and local Docker image management. Use when modifying CLI startup sequences, changing how local images are built or managed, updating serve behavior, or adjusting status command output.

Python CLI Runtime

Trigger

• The primary skill touches CLI startup, serve, bootstrap, status, or local image behavior

Workflow

1. Read environment docs, CLI Docker playbook, and CLI AGENTS.md for runtime context
2. Modify CLI startup, serve, bootstrap, status, or local image behavior
3. Run make vllm-sr-test to validate CLI unit behavior
4. Run make agent-serve-local ENV=cpu|amd to verify local smoke behavior
5. Confirm CLI runtime orchestration and local smoke behavior stay aligned

Must Read

• docs/agent/playbooks/vllm-sr-cli-docker.md
• ../../../../src/vllm-sr/cli/AGENTS.md

Standard Commands

• make agent-dev ENV=cpu|amd
• make agent-serve-local ENV=cpu|amd
• make vllm-sr-test

Acceptance

• CLI runtime orchestration and local smoke behavior stay aligned