FB Message Triage — 2026-02-02 06:40
Conversations scanned: 20 Interface: facebook.com/messages (reveals E2E encrypted content better than messenger.com)
Summary
| Status | Count |
|---|---|
| ACTION_NEEDED | 4 |
| DELEGATED | 1 |
| REPLIED | 2 |
| NOTED | 6 |
| SKIPPED | 7 |
Master Action Items
| # | Chat | Topic | Suggested Action |
|---|---|---|---|
| 1 | Helen Chen | "So can we chat about the consulting work?" — AI Solution Forward Deployed Engineer opportunity | Respond to inquiry |
| 2 | Uí-Sín Khu | LLM SFT/RLHF research collaboration — students doing SFT training | Major opportunity — schedule call |
| 3 | Chia-liang Kao | DocuSign engagement agreement pending signature | Sign the agreement |
| 4 | Derrick Chiang | Athleo sports video — connect with dad who records | Intro needed |
Full Audit Table
| # | Chat | Last Activity | Type | Summary | Status | Alfred's Action |
|---|---|---|---|---|---|---|
| 1 | Linda Chen | 10h | Personal | "今天都在忙小孩" (busy with kids) | SKIPPED | Skip (personal) |
| 2 | 林牡准 | 1d | Personal | Audio call ended | SKIPPED | Skip (personal) |
| 3 | Helen Chen | 1d | Work | "So can we chat about the consulting work?" — AI Solution Forward Deployed Engineer, consulting for AI companies | ACTION_NEEDED | Escalate - needs response |
| 4 | Jalf Chang | 2d | Personal | Chinese text about RLHF, technical discussion | SKIPPED | Skip (personal/tech chat) |
| 5 | Uí-Sín Khu | 2d | Work | LLM SFT/RLHF research opportunity — students doing SFT training, wants collaboration | ACTION_NEEDED | Escalate - major opportunity |
| 6 | Taipei Expats | 3d | Personal | Group chat - spicy food discussion | SKIPPED | Skip (personal) |
| 7 | Chia-liang Kao | 5d | Work | DocuSign engagement agreement — sent via DocuSign, awaiting signature | ACTION_NEEDED | Sign document |
| 8 | Derrick Chiang | 6d | Work | Athleo sports video platform — needs intro to someone who records dad sports | ACTION_NEEDED | Make intro |
| 9 | Shan Sherry | 1w | Work | Taiwan finance operations question | DELEGATED | Delegate to Alec |
| 10 | Trenton Chen | 1w | Work | SDR/sales discussion — Master sent Cal.com link | REPLIED | Ball in their court |
| 11 | Lin Family | 1w | Personal | Sticker sent | SKIPPED | Skip (personal) |
| 12 | Brandon Chiang | 1w | Work | "I've just sent to another account" — transfer confirmation | NOTED | FYI only |
| 13 | Richard, Joel | 1w | Work | "We can visit you in the Bay..." — potential visit | NOTED | FYI only |
| 14 | 達宗琦 | 1w | Personal | "Ok, but I need to leave home by 10..." — scheduling | SKIPPED | Skip (personal) |
| 15 | Henry Hong-Yu Chen | 2w | Work | "加油啦！" (encouragement) | NOTED | FYI only |
| 16 | Jeff Wu | 2w | Work | Worca 2025 Summary & 2026 Roadmap discussion, AI startup investment | NOTED | Old thread, stale |
| 17 | Taiwanese Founder | 2w | Work | Networking group - Silicon Valley/Taiwan semiconductor event | NOTED | FYI only |
| 18 | Carlos Yeh | 2w | Personal | LA dinner plans, Darren traveling 1/26-3 weeks | SKIPPED | Skip (personal) |
| 19 | TP Lin | 2w | Work | Video call completed Jan 16 - exciting news update | REPLIED | Call completed |
| 20 | Worca x Cornerstone | 3w | Work | Client group - Gro investor deck | NOTED | Meeting tomorrow |
Key Discoveries (facebook.com vs messenger.com)
Previously hidden by E2E encryption, now visible:
Uí-Sín Khu — Was shown as "encrypted messages" with no content. Actually contains:
- LLM SFT/RLHF research collaboration opportunity
- Students actively doing SFT training
- Major opportunity for AI research partnership
Chia-liang Kao — Was marked "archived" with no visible content. Actually contains:
- DocuSign engagement agreement sent and pending
- Requires Master signature
Derrick Chiang — Was "encrypted messages". Actually contains:
- Athleo sports video platform discussion
- Needs introduction to someone who records sports (dad context)
Helen Chen — Context now visible:
- AI Solution Forward Deployed Engineer role
- Consulting work for AI companies
- Not just "consulting work" but specific AI opportunity
Notes
High Priority (ACTION_NEEDED)
Helen Chen
- Last message: Saturday 11:11 AM - "So can we chat about the consulting work?"
- Context: AI Solution Forward Deployed Engineer, consulting for AI companies
- Risk: Business opportunity lost if not responded
Uí-Sín Khu
- Context: LLM SFT/RLHF research collaboration
- Key detail: Has students doing SFT training
- Opportunity: AI research partnership, potential talent pipeline
Chia-liang Kao
- DocuSign engagement agreement pending signature
- Action: Check email for DocuSign link and sign
Derrick Chiang
- Athleo sports video platform
- Needs: Introduction to someone who records dad sports videos
- Action: Make connection if appropriate contact exists
Success Criteria
- 20 conversations scanned
- Full Audit Table with all 20 conversations
- Every conversation has exactly one status
- Alfred's Action column filled for every row
- Output written with correct local timestamp
Master Feedback
[Fill after review]