import { detectQueryGuard } from './intent-query-guard.mjs'; import { parseScheduleIntent, shouldUseScheduleAssistant, tryResolveTimedReminderIntent, } from './schedule-intent.mjs'; import { isScheduledTaskIntent, parseScheduledTaskIntent, shouldUseScheduledTaskAutomation, } from './scheduled-task-intent.mjs'; function detectAmbiguity(text) { const compact = String(text ?? '').replace(/\s+/g, ''); const notifyCue = /(?:提醒我|设置提醒|设个?提醒|闹钟|闹铃|叫我|到点提醒|提醒一下)/u.test(compact) || /(?:设置|设|加|添加|创建|安排|定)(?:一个|个|一下)?(?:每天|每日|天天)?(?:.{0,40})?提醒/u.test(compact); const actCue = /(?:生成|制作|创建|做|执行|推送|发送|整理).{0,12}(?:页面|日报|报告|摘要)/u.test(compact); if (notifyCue && actCue) return true; if (notifyCue && /(?:自动|生成)/u.test(compact) && actCue) return true; return false; } export function classifyUserIntent(text, { now = Date.now(), timezone = 'Asia/Shanghai' } = {}) { if (detectQueryGuard(text)) { return { layer: 'L0', kind: 'query', action: 'answer_only' }; } const schedTask = parseScheduledTaskIntent(text, { now, timezone }); if (isScheduledTaskIntent(schedTask)) { if (schedTask.action === 'create_scheduled_task') { return { layer: 'L2', kind: 'scheduled_task', action: schedTask.action, detail: schedTask, clarify: schedTask.needsClarification ?? [], }; } return { layer: 'L2', kind: 'manage', action: schedTask.action, detail: schedTask }; } const sched = parseScheduleIntent(text, { timezone, now }); if (sched.action === 'create_timed_reminder') { return { layer: 'L1', kind: 'timed_reminder', action: sched.action, detail: sched, clarify: sched.needsClarification ?? [], }; } if (['create_todo', 'create_daily_todo_digest', 'create_balance_alert'].includes(sched.action)) { return { layer: 'L1', kind: sched.action, action: sched.action, detail: sched, clarify: sched.needsClarification ?? [], }; } if (sched.action === 'query_schedule') { return { layer: 'L0', kind: 'query', action: sched.action, detail: sched }; } if (detectAmbiguity(text)) { return { layer: 'ambiguous', kind: 'clarify', action: 'clarify_notify_vs_act' }; } if (shouldUseScheduledTaskAutomation(text)) { return { layer: 'L2', kind: 'scheduled_task', action: 'agent_automation', detail: schedTask }; } const timedFallback = tryResolveTimedReminderIntent(text, { now, timezone }); if (timedFallback?.action === 'create_timed_reminder') { return { layer: 'L1', kind: 'timed_reminder', action: timedFallback.action, detail: timedFallback, clarify: timedFallback.needsClarification ?? [], }; } if (shouldUseScheduleAssistant(text)) { const multiTime = (String(text).match(/[0-9零一二两三四五六七八九十]{1,3}(?:点|:|:)/gu) ?? []).length > 1; return { layer: multiTime ? 'L3' : 'L1', kind: 'agent_schedule', action: 'agent_schedule' }; } return { layer: null, kind: 'none', action: 'none' }; } export function inferActionLevel(classification, text = '') { const { layer, kind, detail } = classification; if (layer === 'L0' || layer === null) return 0; if (layer === 'ambiguous') return 2; if (/(?:客户|报价|群发|发邮件)/u.test(text)) return 3; if (layer === 'L2') return 2; if (kind === 'create_balance_alert') return 2; if (detail?.recurrence === 'daily' || /(?:每天|每日)/u.test(text)) return 2; return 1; }