菜单
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.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
Guides coding agents through a session-isolated install of the vllm-sr CLI. The install is scoped to a temporary directory so it does not modify the user's global PATH or system packages. Use when an agent or user wants to try vllm-sr without a permanent install.
Calibrates routing changes against a live router endpoint with executable probes, local DSL validation, versioned deploys, and structured failure review. Use when tuning signals, projections, decisions, or maintained route examples against a real apiserver.
Manages GitHub issue and pull-request lifecycle including creation, updates, triage labelling, and closeout metadata using canonical templates and repository taxonomy. Use when a maintainer asks to create, update, close, or triage GitHub issues or PRs, or when issue creation requires codebase analysis for scope, labels, or acceptance criteria.
Runs an explicit structural review for boundary-sensitive edits that need dependency, module, and structure-rule scrutiny without forcing that material into every default context pack. Use when a task crosses hotspot boundaries, adds new seams, or needs a deliberate architecture pass.
Synchronizes config representations across router config, Python CLI schema, and dashboard config UI. Use when adding or changing a config concept that spans those surfaces or addressing config representation debt before Kubernetes-facing translation.
Maintains dashboard frontend and backend implementation slices that present, configure, or expose router behavior through the console. Use when the task changes dashboard config flows, console backend handlers, topology rendering, playground reveal flows, or other user-visible routing metadata in the dashboard.
基于 SOC 职业分类
| 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. |
make vllm-sr-test to validate CLI unit behaviormake agent-serve-local ENV=cpu|amd to verify local smoke behaviormake agent-dev ENV=cpu|amdmake agent-serve-local ENV=cpu|amdmake vllm-sr-test