=== RUN   TestPiChangeReportNarrator_LiveMiniMax
    pi_narrative_test.go:158: elapsed=7.654s model=MiniMax-M2.7-highspeed raw={"schema_version":1,"schema_kind":"change_report_narrative_v1","input_digest":"5fbc5c7c082a6434802f442d03c1d92433e6f540715291f980b7bc6f28d6f88e","from_sha":"fromsha-closeout-20260923","to_sha":"tosha-closeout-20260923","summary":["性能指标中响应时间阈值从2秒收紧至1秒","验收口径调整，性能设计响应预算需复核"]}
--- PASS: TestPiChangeReportNarrator_LiveMiniMax (7.65s)
PASS
ok  	chat-agent-system/internal/app	7.660s
