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Classify tool failures and block identical blind retries in-turn.

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Stamp failure_class for schema/timeout/runtime analytics, refuse same tool+args after a failure in the turn, and add a license short-intent recipe for WhatsApp ops.

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
oliver 2026-08-10 23:03:15 +08:00
parent 4646170743
commit 7373e516f0
5 changed files with 212 additions and 2 deletions
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8
runtime/application/gateway/ops_short_intent.py
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@ -28,6 +28,12 @@ _HINTS: dict[str, tuple[str, str]] = {
"do not build xlsx via run_command.]",
"[短指令：导出 Excel。优先 ume_alarm_xlsx_report 或 write_xlsx(deliverable=true)；禁止 run_command 造表。]",
),
"license": (
"[Ops short-intent: license/capacity. Prefer aggregateUmeAlarms / queryUmeAlarmsRaw with license keywords, "
"or ume_alarm_xlsx_report(mode=list, keyword=license); ≤3 tool calls — no CLI spam.]",
"[短指令：License/容量。优先 aggregateUmeAlarms / queryUmeAlarmsRaw（license 关键字）"
"或 ume_alarm_xlsx_report(mode=list, keyword=license)；≤3 次工具，勿刷 CLI。]",
),
"continue": (
"[Ops short-intent: continue/confirm. Resume the unfinished prior task immediately; "
"do not re-ask confirmation or restart the query from scratch.]",
@ -58,6 +64,8 @@ def detect_ops_short_intent(text: str) -> str | None:
return "offline"
if any(k in t for k in ("excel", "xlsx", "spreadsheet", "export", "send me the table", "表格", "导出")):
return "excel_export"
if any(k in t for k in ("license", "licence", "capacity", "带宽", "拥塞", "license到期")):
return "license"
if any(
k in t
for k in (