# heqiangdiao-wq/AI-Cross-Border-Ecommerce-Agent-Toolkit

> A toolkit of 7 AI agent workflows built from prompts and templates that turn cross-border ecommerce SOPs for Shopee and Mercado Livre into repeatable operations: market research, product strategy, listing, images, video, ads and review analysis.

- Magnitude: 4.5 out of 10 — Early signal
- Stars: 115 total · +10 stars measured 2026-10-15, 12:57–13:51 UTC, ≈ 22 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2026-10-13 · Last push: 2026-10-14
- GitHub: https://github.com/heqiangdiao-wq/AI-Cross-Border-Ecommerce-Agent-Toolkit · Page: https://gitnova.dev/en/r/heqiangdiao-wq/AI-Cross-Border-Ecommerce-Agent-Toolkit

## Useful for

- Build a Shopee listing using the product_brief template and agent 03 prompts
- Compute category metrics with the market_metrics scripts and interpret them via agent 01
- Diagnose the ad funnel and recalculate ROI from campaign data

## Why it’s here

- Star-counter measurements on 2026-10-15 (UTC), 12:57–13:51: 105 → 115 stars (+10). This is the change over that interval.
- Estimated end-of-day forecast: about +22 stars, using observed gains and the previous day.
- The repository is 2 days old and already has 115 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #168.
- About 280 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 120
- Issues and pull requests: 2
- Watchers: 2
- Average over the last week: 23 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 11

## Stars per day, last 3 days (oldest → newest, today is partial)

2026-10-13 … 2026-10-15: 0, 48, 10

## Spotted in now

- Top new repositories this week: #168

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-15 14:20 UTC, updated every 30 minutes.