memind/intent-classifier.mjs

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;
}