
Deterministic AI engineering workflow with multi-agent teams. Triggers: architect mode, consistency sweep, pipeline audit, team workflow
Split 3+ independent tasks across parallel agents. Triggers: run in parallel, split tasks, do these at once
USE THIS SKILL whenever you need validated typed JSON from a sub-agent call -- classification, extraction, triage, routing decisions, scored ranking, enum labeling. Returns schema-validated data you can JSON.parse immediately, not prose to regex. Triggers: classify, classify into enum, extract structured, extract records, triage, rank with scores, typed output, schema-validated output, routing decision, parse to schema, return JSON, structured extraction, typed subagent result, avoid prose parsing