Social content AI pipeline (translated)
Skills used in this guide (3)
小红书风格知识卡片，排列为可滑动多卡轮播。
npx skills add nexu-io/open-design -g（占位）源数据描述为空
npx skills add nexu-io/open-design -g用平台原生策略、收藏率优化、热门形式与中国第一生活方式平台的搜索 SEO，创作病毒式小红书内容。
npx skills add sickn33/agentic-awesome-skills -g
The biggest lever in social content is the topic — communities widely agree "topic decides 60%+ of a post's success". Have AI mine last-7-day hits for direction first, then run topic → script → image/video → multi-platform → review. Far better than staring at a blank page.
Who this is for / not for
For: XHS / WeChat / short-video makers who need steady output. Not for: those faking a persona with no real self, or scraping others.
Step-by-step
1. Topic: mine hits
Analyze XHS [niche] top hits in 7d, summarize 5 topic directions and their hook patterns, note why they blew up.2. Script & copy
xiaohongshu-content-strategist for script, copywriting to polish:
Write an 800-char note: pain opener + 3 methods + interactive ending, spoken, with concrete numbers.3. Cards
card-xiaohongshu for cover + pages:
Make 3 covers (different hooks), 9:16, big title, low info density.4. Multi-platform
Same asset, re-angled for WeChat / short video; multi-agent pipeline: one writes, one draws, one schedules.
5. Review loop
See what grows followers, feed back to topic bank.
Pitfalls
| Pit | Symptom | Fix |
|---|---|---|
| No hit analysis | Self-talk | Mine first |
| Robo voice | Low engage | You edit spoken |
| Scrape | Shadowban | Original angle |
| Post not iter | No growth | Review loop |
FAQ
No topic skill?
AI mines hits first.
Shoot video?
Image post first.
Multi-platform?
One asset, re-angle.
Persona?
Real, don't fake.
相关源码
- AI xiaohongshu full flow (flowpixai)
- OpenClaw multi-agent XHS automation (jimo.studio)
- StudioHub unified content entry (GitHub)
- Skywork Xiaohongshu Content Production Skill
一句话结论
结论：社媒内容先让 AI 挖爆款选题（占成败 60%），再走脚本→图文→多平台→复盘流水线，给真实人设、不洗稿，用数据回流选题库。
References
Related Scenes
Write technical blogs and long-form with AI
The worst tech blog is "copy the docs" or "fluff padding". The point of AI: give it your real experience/pitfalls (the unique value), let it handle structure, examples, polish — not invent stuff you never did.
Produce a Xiaohongshu post that actually gets taps
Xiaohongshu posts fail in a specific way: the content is fine and nobody taps. The first decision point is the cover and title, not the body. So reverse the order. Lock the cover line first, then write the content.