{"wiki":null,"facts":{"id":"ca-reqclass-01","name":"Request Classifier","machine_name":"","owner":"agt_008","function":"Read web conversations and classify whether each is a capability request + which service","process_type":"scheduled","schedule":"Every 5 min","process_name":"request_classifier","avatar_color":"#94a3b8","created_for":"","purpose":"Deterministically capture every conversation and use the LLM to decide is_request + service, so the inbox never depends on Carol calling a tool","duties":"capture recent conversations; classify via LLM; write is_request/service/confidence/reason to the inbox SST","constraints":"observability only via run-audit; idempotent (re-runs only unclassified rows)","status":"running","gender":"","archetype":"","building_block":null,"service_override":null}}