Use when calibrating or validating a maintained routing recipe against live model backends, including probe manifests and evidence reports.
Use tools/calibration/recipe/router_calibration_loop.py and the versioned
probe schema in config/schemas/recipe-probes-v1.schema.json. Keep recipe
changes in the local checkout; remote systems are validation mirrors only.
Treat endpoint credentials, hostnames, and private fleet details as secrets. Before a live run, validate the probe manifest and identify the exact recipe, backend, and rollback point. Record the evaluated inputs, outputs, and observed quality rather than inferring success from process health.
Run make check, then make verify DOMAIN=maintained-recipes for live
recipe verification.
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If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.