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任务执行后自动审计：卡片送达？输出正常？异常监控汇总
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| name | task-audit |
| description | 任务执行后自动审计：卡片送达？输出正常？异常监控汇总 |
每个 cron 任务执行完毕时，需要确认三件事：
目前全凭人工感知——站长看飞书群有没有消息。但有时卡片"已发送"但实际没送达，或数据有异常但没人发现。
| # | 审计项 | 检查方式 | 通过标准 |
|---|---|---|---|
| 1 | 卡片是否送达 | 检查 deliveryStatus | delivered |
| 2 | 执行状态 | 检查 status | ok |
| 3 | 错误摘要 | 检查 diagnostics | 无错误 |
| 4 | Token是否异常 | 对比历史均值 | 不超3倍标准差 |
| 5 | 输出是否包含判断层 | 检查输出文本 | 含 🎯💡⚠️ |
| 6 | 数据日期是否标注 | 检查输出文本 | 含日期 |
| 7 | 执行时长是否异常 | 对比历史均值 | 不超3倍标准差 |
| # | 审计项 | 检查方式 | 通过标准 |
|---|---|---|---|
| 8 | 每日成功率 | 当日所有任务中成功比例 | ≥80% |
| 9 | 连续失败任务 | 检查 consecutiveErrors | 无≥3的任务 |
| 10 | Token趋势 | 汇总当日总消耗 | 趋势平稳 |
| 11 | 文件漂移 | 检查wiki文件变化 | 无异常增长 |
| 12 | Cookie有效期 | 检查cookie文件mtime | 最近7天有更新 |
## 📋 任务审计 | 抖音指数日报
✅ 卡片：已送达
✅ 状态：成功 (115s/84k tokens)
✅ 判断层：完整 🎯💡⚠️
✅ 数据日期：已标注
## 📋 日审 | 2026-06-05
### 执行率
| 指标 | 值 |
|------|-----|
| 总任务 | 13 |
| 成功 | 12 ✅ |
| 失败 | 1 ❌ (营销效果归因) |
| 成功率 | 92.3% |
### 异常清单
- ❌ 营销效果归因：连续错误5次
- ⚠️ 竞品爆款拆解：Token消耗643k（均值81k，异常）
- ⚠️ Cookie：小红书Cookie 5天未更新
### Token趋势
- 今日总消耗：1.2M tokens
- 环比：↓8%（昨日1.3M）
- 肥胖任务：竞品爆款拆解643k
### 建议
- 明日关注：小红书Cookie更新
| 审计发现 | 处理方式 |
|---|---|
| 单次失败无异常 | 下次重试即可，不通知 |
| 连续失败≥2次 | 自动重试一次 |
| 连续失败≥3次 | 推送到飞书群+系统代谢标记 |
| Token超标>3倍 | 标记为肥胖任务，下次系统代谢时优化 |
| Cookie>7天未更新 | 推送提醒 |
| 成功率<80% | 推送日报异常警告 |
结果记录到 memory/topics/task-audit-log.md：
| 日期 | 任务数 | 成功 | 失败 | 成功率 | Token总计 | 异常项 |
|------|-------|------|------|--------|----------|--------|
| 6/5 | 13 | 12 | 1 | 92.3% | 1.2M | Cookie过期 |