XHS Replicate

by tsingyuai

XHS Replicate is an Automation skill for Claude Code, published by tsingyuai in growth-lab.

1.7K stars150 forkson tsingyuai/growth-labAdded 2026/08/19+41% in starsRepository updated 2026/08/11

View source on GitHub Download repo ZIP

agentic-marketingai-agentclaude-codecodexgrowthgrowth-hackingmarketing-automationopen-sourceseoskillsxiaohongshu

Install in seconds

Install XHS Replicate

Copy XHS Replicate into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/tsingyuai/growth-lab/tree/main/models/xhs-replicate ~/.claude/skills/xhs-replicate

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/tsingyuai/growth-lab.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: models/xhs-replicate/SKILL.md in tsingyuai/growth-lab
Installs to: ~/.claude/skills/xhs-replicate
Collection: One of 19 skills cataloged from this repository
Category: Automation — 1523 skills

What XHS Replicate does

XHS Replicate creates Xiaohongshu content from a single viral reference, covering research, structure migration, real product content, image generation, compliance checks, and 24h/48h/7d result review.

XHS Replicate is cataloged under Automation on DirSkills. XHS Replicate comes from a repository tagged agentic-marketing, ai-agent, claude-code, codex and growth.

Documentation

README

Excerpt

xhs-replicate — 单一参考驱动的内容生产与复盘

源 Skill 元数据

when_to_use:用户说「出一篇 / 复刻这条爆款 / 做 X 主题的图文 / 找个爆款套一下 / 蹭这个热点出个内容」时。可独立触发,自带前置补全。
arguments:"topic_or_viral_note role"
argument-hint:"[主题或爆款note_id] [official|personal]"

这条流程的目标(项目核心目标,重定义)

高效 = 从「调研找 idea」到「发布就绪」的最短链路：锚一条用户确认的高质量参考，迁移可复用的信息层级，填入当前产品的真实内容并出图。产品事实必须来自用户当前 workspace 或明确提供的资料。
优质 = 两个指标驱动,重心全在内容:
- 曝光(阅读数)= 钩子:首页钩子照爆款实际编排,从用户痛点 / 热点出发,让人「看到标题封面就想点」。
- 赞藏(赞阅比 / 藏阅比)= 用户价值:内容有价值、不空、有序清晰、解决用户真实问题——让人「点进来觉得值,愿意赞/收藏」。

⚠️ 诚实边界:这条流程优化的是「单帖内容质量」。曝光量本身受账号权重 × 赛道体量限制(结构性天花板,靠养号/选赛道,内容架构够不到)。复刻让产出更快更稳,不等于保证爆。

5 步闭环

若执行时发现依赖缺失,触发统一的 onboard-growth-lab,由它在一次对话里审计全部能力并让用户选择配置或绕过;本 Skill 不自行维护 onboarding 流程。

This is the opening of the README. Read the full README on GitHub.

Frequently asked about XHS Replicate

What else does tsingyuai publish alongside XHS Replicate?
XHS Replicate is one of 19 skills that DirSkills catalogs from tsingyuai/growth-lab, the repository it ships in. Its siblings there include Bilibili Media Crawler, Create SEO Page and Douyin Media Crawler. Each one is a separate skill with its own page in this directory, installs the same way XHS Replicate does, and is maintained by tsingyuai in that same repository. The rest of the collection is listed on the tsingyuai/growth-lab page.
How does XHS Replicate compare to other Automation skills?
XHS Replicate ranks #548 by stars among the 1523 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of XHS Replicate against them. Open each page to compare what they document and how they install.