Do ecommerce with AI (copy, video, full pipeline)
Skills used in this guide (3)
电商运营在开展跨境电商或闲鱼捡漏业务时，若需解决选品难、上架繁琐等痛点，必用此技能！
Download pack → https://github.com/anbeime/skill/tree/main/skills/ecommerce-full-pipeline/ecommerce-full-pipeline电商运营与内容创作者在需要为多品类商品创作或优化营销图片文案时使用。
Download pack → https://github.com/anbeime/skill/tree/main/skills/ecommerce-copywriter/ecommerce-copywriter电商运营与内容创作者必备！
Download pack → https://github.com/anbeime/skill/tree/main/skills/ecommerce-video-marketing/ecommerce-video-marketing
Ecommerce pain is "copy never ends, video never shoots, listing is all manual". The point of AI: give your product and angle, let it draft copy/video/listing, you only check "does it sound like buyers talk", not stare at a blank page.
Who this is for / not for
For:
- Cross-border / domestic, batch copy & video
- Solo or small team, want auto-listing
- Want consistent brand voice
Not for:
- Fabricating credentials / fake claims (red line)
- No real product, expect invented selling points
- AI as fake support pretending to be human
Before you start
- Product info: category, benefits, audience, platform.
- Assets: product shots / screenrec.
- Platform rules: banned/limited words.
Steps
1. Install the skill
These ecommerce skills copy into your client's skills directory (same as any Agent Skill):
| Client | Directory |
|---|---|
| Claude Code | ~/.claude/skills/ |
| Codex | ~/.codex/skills/ |
| Cursor | ~/.cursor/skills/ |
| Trae | ~/.trae/skills/ |
| CodeBuddy | ~/.codebuddy/skills/ |
| Tongyi Lingma | ~/.lingma/skills/ |
(Installable packs can also be imported from the source link.)
2. Full pipeline with ecommerce-full-pipeline
I sell XX cross-border, US market. Run the full pipeline: sourcing -> title -> benefits -> detail -> listing draft.
Give copyable text per step. List benefits first, then generate.3. Copy with ecommerce-copywriter
Single item → ecommerce-copywriter for title/benefits/detail with hook and keywords:
Write 5 titles + 3 benefits + one detail paragraph for this XX, like a real buyer recommending, avoid banned words.4. Video with ecommerce-video-marketing
Shorts → ecommerce-video-marketing for script / shot plan:
Turn the benefits into a 30s promo short (9:16): pain in first 3s, CTA at end.Pitfalls
| Pit | Symptom | Fix |
|---|---|---|
| No real benefit | Empty copy | List benefits first |
| Fake claims | Violation | Only real |
| Banned words | Takedown | Filter by platform |
| Robo voice | Low conv | You edit to spoken |
| Blind pipeline | Wanders | Check each step |
FAQ
No copywriting skill?
ecommerce-copywriter gives variants to pick.
Video too?
ecommerce-video-marketing does script/shots.
One-click pipeline?
ecommerce-full-pipeline runs, but you verify each step.
Compliance?
No fake claims, avoid banned words.
Multi-platform voice?
Generate per platform, keep brand tone.
Related guides
Continue across these scenes:
- Produce a Xiaohongshu post that actually gets taps
- Make faceless shorts and edit video with AI
- Write cold emails and outreach with AI
相关源码
- anbeime/skill · ecommerce-full-pipeline source
- anbeime/skill · ecommerce-copywriter source
- anbeime/skill · ecommerce-video-marketing source
- Agent Skill open format spec
一句话结论
结论：电商先给真实卖点再让 AI 出文案/视频/上架草稿，每步你核对"像不像买家想听的"，绝不写虚假功效、避开平台禁限词。