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youlu-openclaw-workspace/memory/2026-03-08-email-review.md

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# Session: 2026-03-08 06:02:17 UTC
- **Session Key**: agent:main:main
- **Session ID**: 05ea9304-8320-401f-80eb-75fb688a3fce
- **Source**: telegram
## Conversation Summary
assistant: ✅ New session started · model: openrouter/moonshotai/kimi-k2.5
user: A new session was started via /new or /reset. Execute your Session Startup sequence now - read the required files before responding to the user. Then greet the user in your configured persona, if one is provided. Be yourself - use your defined voice, mannerisms, and mood. Keep it to 1-3 sentences and ask what they want to do. If the runtime model differs from default_model in the system prompt, mention the default model. Do not mention internal steps, files, tools, or reasoning.
user: Conversation info (untrusted metadata):
```json
{
"message_id": "1936",
"sender_id": "8481137853",
"sender": "lyx",
"timestamp": "Fri 2026-03-06 17:40 PST"
}
```
Sender (untrusted metadata):
```json
{
"label": "lyx (8481137853)",
"id": "8481137853",
"name": "lyx"
}
```
给我看看待处理邮件列表
user: Conversation info (untrusted metadata):
```json
{
"message_id": "1937",
"sender_id": "8481137853",
"sender": "lyx",
"timestamp": "Fri 2026-03-06 18:07 PST"
}
```
Sender (untrusted metadata):
```json
{
"label": "lyx (8481137853)",
"id": "8481137853",
"name": "lyx"
}
```
你是不是挂了
assistant: 我在这儿呢。刚才在检查待处理邮件，稍等——
assistant: 有3封邮件在待处理队列：
1. **Chase** - Prime Visa 支付确认（billing/confirmation/alert）→ 建议 archive，置信度 0%
2. **Steam** - 愿望单游戏促销（promotion/alert/account）→ 建议 delete，置信度 10%
3. **Alaska Heli Glacier** - 桨板预订确认（confirmation/travel/reminder）→ 建议 keep，置信度 50%
要我帮你处理吗？比如 `全部接受` 或指定编号操作。
user: Conversation info (untrusted metadata):
```json
{
"message_id": "1940",
"sender_id": "8481137853",
"sender": "lyx",
"timestamp": "Fri 2026-03-06 18:08 PST"
}
```
Sender (untrusted metadata):
```json
{
"label": "lyx (8481137853)",
"id": "8481137853",
"name": "lyx"
}
```
保留3，其他都删掉
assistant: 搞定。Chase 和 Steam 邮件已删除，Alaska 桨板预订确认保留了。
待处理队列已清空。
user: Conversation info (untrusted metadata):
```json
{
"message_id": "1942",
"sender_id": "8481137853",
"sender": "lyx",
"timestamp": "Fri 2026-03-06 18:13 PST"
}
```
Sender (untrusted metadata):
```json
{
"label": "lyx (8481137853)",
"id": "8481137853",
"name": "lyx"
}
```
给我看看现在处理邮件的数据
assistant: 目前系统学习了 **13** 封邮件的处理决策：
**自动化率**：0%（还在学习期，需要更多一致决策才能触发自动执行）
**动作统计**：
- delete: 8 次
- keep: 5 次
**主要发件人模式**：
| 发件人 | 次数 | 处理方式 |
|--------|------|----------|
| GitHub | 4 | 全部保留 (权限/安全相关) |
| Chase | 3 | 全部删除 (账单/支付确认) |
| Steam | 2 | 全部删除 (促销邮件) |
| Citi | 1 | 删除 |
| OpenAI/LinkedIn/FareHarbor | 各 1 | 混合 |
**置信度现状**：
- Chase 账单类邮件已有 3 次一致删除 + 匹配标签，还需要 6 次才能到 85% 自动阈值
- Steam 促销也积累到 2 次删除，还需要 7 次
- GitHub 安全邮件 4 次全保留，还需 5 次
简单说：还在"实习期"，需要你再处理几轮同样类型的邮件，系统才会开始自动执行。
assistant: **Email Processor Scan Summary — March 7, 2026 8:30 AM PST**
Processed 2 unread emails:
1. **[93] Google Security Alert** (crac1017@gmail.com)
- Action: Keep
- Tags: security, alert, account
- Confidence: 50% → Queued for review
- Summary: Suspicious login activity notification
2. **[91] Heli Glacier Paddleboarding Confirmation**
- Action: Keep
- Tags: confirmation, travel, reminder
- Confidence: 10% → Queued for review
- Summary: Travel reservation confirmation for Sunday
**Results:**
- Auto-acted: 0
- Queued for manual review: 2
Both emails were queued due to low confidence scores (below 85% threshold). Review with: `./email-processor.sh review list`
assistant: 🎯 **UCLA Pilates Course Monitor — Available Spots Found**
**Mat Pilates (Session A: 03/30-05/01)**
- Sec 3: Thursday, 8:30am — 17 spots left
- Sec 3: Thursday, 8:30am — 17 spots left
- Sec 5: Thursday, 10:30am — 17 spots left
- Sec 5: Thursday, 10:30am — 17 spots left
- Sec 9: Thursday, 5:30pm — 17 spots left
- Sec 9: Thursday, 5:30pm — 17 spots left
**Mat Pilates (Session B: 05/04-06/05)**
- Sec 2B: Monday, 5:30pm — 24 spots left
- Sec 2B: Monday, 5:30pm — 24 spots left
- Sec 4B: Tuesday, 8:30am — 24 spots left
- Sec 4B: Tuesday, 8:30am — 24 spots left
- Sec 5B: Tuesday, 10:30am — 24 spots left
- Sec 5B: Tuesday, 10:30am — 24 spots left
- Sec 7B: Tuesday, 5:30pm — 24 spots left
- Sec 7B: Tuesday, 5:30pm — 24 spots left
- Sec 8B: Wednesday, 8:30am — 24 spots left
- Sec 8B: Wednesday, 8:30am — 24 spots left
- Sec 15B: Friday, 8:30am — 24 spots left
- Sec 15B: Friday, 8:30am — 24 spots left
- Sec 17B: Friday, 12:00pm — 24 spots left
- Sec 17B: Friday, 12:00pm — 24 spots left
**Reformer Pilates (Session A: 03/30-05/01)**
- Sec 2: Tuesday, 8:00am — 7 spots left
- Sec 3: Tuesday, 9:00am — 7 spots left
- Sec 9: Wednesday, 9:00am — 7 spots left
- Sec 10: Wednesday, 10:00am — 7 spots left
- Sec 12: Wednesday, 12:00pm — 7 spots left
- Sec 16: Thursday, 10:00am — 7 spots left
- Sec 17: Thursday, 11:00am — 7 spots left
- Sec 18: Thursday, 12:00pm — 7 spots left
- Sec 21: Friday, 10:00am — 7 spots left
- Sec 22: Friday, 11:00am — 7 spots left
- Sec 23: Friday, 12:00pm — 7 spots left
- Sec 26: Friday, 3:00pm — 7 spots left
**Reformer Pilates (Session B: 05/04-06/05)**
- Sec 4B: Tuesday, 10:00am — 7 spots left
- Sec 4B: Tuesday, 10:00am — 7 spots left
- Sec 5B: Tuesday, 11:00am — 7 spots left
- Sec 5B: Tuesday, 11:00am — 7 spots left
- Sec 6B: Tuesday, 12:00pm — 7 spots left
- Sec 6B: Tuesday, 12:00pm — 7 spots left
- Sec 14B: Thursday, 9:00am — 7 spots left
- Sec 14B: Thursday, 9:00am — 7 spots left
- Sec 17B: Thursday, 12:00pm — 7 spots left
- Sec 17B: Thursday, 12:00pm — 7 spots left
- Sec 20B: Friday, 8:00am — 7 spots left
- Sec 20B: Friday, 8:00am — 7 spots left
- Sec 21B: Friday, 9:00am — 7 spots left
- Sec 21B: Friday, 9:00am — 7 spots left
- Sec 22B: Friday, 10:00am — 7 spots left
- Sec 22B: Friday, 10:00am — 7 spots left
- Sec 25B: Friday, 1:00pm — 7 spots left
- Sec 25B: Friday, 1:00pm — 7 spots left
- Sec 26B: Friday, 10:00am — 7 spots left
- Sec 26B: Friday, 10:00am — 7 spots left
- Sec 27B: Friday, 12:00pm — 7 spots left
- Sec 27B: Friday, 12:00pm — 7 spots left
- Sec 28B: Friday, 1:00pm — 7 spots left
- Sec 28B: Friday, 1:00pm — 7 spots left
- Sec 29B: Friday, 2:00pm — 7 spots left
- Sec 29B: Friday, 2:00pm — 7 spots left
- Sec 30B: Friday, 3:00pm — 7 spots left
- Sec 30B: Friday, 3:00pm — 7 spots left
- Sec 31B: Friday, 4:00pm — 7 spots left
- Sec 31B: Friday, 4:00pm — 7 spots left
**Reformer Pilates Standby Pass**
- Spring Session A (03/30-05/01): 35 spots left
- Spring Session B (05/04-06/05): 35 spots left
👉 Enroll at: https://secure.recreation.ucla.edu
assistant: **Email Processor Scan Summary** - Saturday, March 7, 2025 @ 5:30 PM
---
**📧 Scan Results**
- **3 unread emails** found in inbox
- **1 email** queued for manual review
- **2 emails** skipped (already pending)
- **0 emails** auto-processed
---
**📬 Pending Review — Action Needed**
| ID | Subject | Suggested | Confidence |
|---|---|---|---|
| 94 | Your Spectrum Statement is Ready | **keep** | 50% |
*Reason: Spectrum bill notification — below auto-threshold (85%)*
*Run `./email-processor.sh review list` for full details*
---
**📊 Queue Status**
- Pending reviews: 3 emails (IDs: 91, 93, 94)
- Auto-decisions: 0 this run
- Avg detection time: 4.1s
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