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Modifies signal extraction and text-understanding runtime code that produces facts consumed by decision logic. Use when adding new signals, changing classifier runtime behavior, or updating how the router extracts features from input text.
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SOC 職業分類に基づく
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.
| name | signal-runtime |
| category | fragment |
| description | Modifies signal extraction and text-understanding runtime code that produces facts consumed by decision logic. Use when adding new signals, changing classifier runtime behavior, or updating how the router extracts features from input text. |
make test-semantic-router to verify extracted facts match expectationsmake test-semantic-router