AI Agents
Inbox Triage Agent with Approvals
An agent that labels, drafts replies and archives email but asks before sending
Intermediate18h1–3
LLMGmail APILangGraph
17/20Return and Refund Claim Agent
The agent finds eligible returns in your order emails and drafts the claims.
Intermediate14h1–2 people17/20 fit
Build Return and Refund Claim Agent for online shoppers in ~14h with 1–2 people. Stack: LLM + Gmail API + Cron.
Why it wins: Saves real money and the deadline countdown is a nice visual.
Build flow
01 · Problem
People miss return windows and leave money unclaimed.
02 · Solution
Scan order confirmation emails, compute return deadlines from store policies and draft return requests before windows close.
03 · Build
- 1Parse order emails
- 2Look up policy windows
- 3Draft claims
- 4Schedule alerts
04 · Demo
Show an order with two days left and the drafted claim.
MVP checklist
- Order extraction
- Return deadlines
- Claim drafts
- Deadline alerts
Tech stack
| Tech | Role | |
|---|---|---|
| LLM | Language model | AI |
| Gmail API | Email data | API |
| Cron | Scheduled jobs | Backend |
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