Xiaohongshu Skills
autoclaw-cc/xiaohongshu-skills
小红书自动化技能集合。支持认证登录、内容发布、搜索发现、社交互动、复合运营. An agent skill from autoclaw-cc/xiaohongshu-skills.
通过自然语言完成 Growth Lab 的统一依赖审计与配置。检查所有能力所需的 API key、可直接安装的第三方 CLI/Client、浏览器与登录态;拒绝隐含的外部 Skill 或脚本依赖,告诉用户哪些已配置、哪些缺失、从哪里获取,并允许本轮绕过。需要首次配置、检查环境、修复依赖或询问“还缺什么”时使用。
$ npx skills add tsingyuai/growth-lab --skill onboard-growth-lab -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tsingyuai/growth-lab onboard-growth-lab --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .claude/skills && cp -r skills-src/models/onboard-growth-lab .claude/skills/onboard-growth-lab && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "onboard-growth-lab" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/models/onboard-growth-lab into .claude/skills/onboard-growth-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "onboard-growth-lab", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/tsingyuai/growth-lab/tree/main/models/onboard-growth-labType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add tsingyuai/growth-lab --skill onboard-growth-lab -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tsingyuai/growth-lab onboard-growth-lab --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .agents/skills && cp -r skills-src/models/onboard-growth-lab .agents/skills/onboard-growth-lab && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "onboard-growth-lab" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/models/onboard-growth-lab into .agents/skills/onboard-growth-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "onboard-growth-lab", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add tsingyuai/growth-lab --skill onboard-growth-lab -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tsingyuai/growth-lab onboard-growth-lab --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/models/onboard-growth-lab .cursor/skills/onboard-growth-lab && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "onboard-growth-lab" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/models/onboard-growth-lab into .cursor/skills/onboard-growth-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "onboard-growth-lab", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/tsingyuai/growth-lab.git --path models/onboard-growth-lab--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add tsingyuai/growth-lab --skill onboard-growth-lab -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tsingyuai/growth-lab onboard-growth-lab --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/models/onboard-growth-lab .gemini/skills/onboard-growth-lab && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "onboard-growth-lab" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/models/onboard-growth-lab into .gemini/skills/onboard-growth-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "onboard-growth-lab", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install tsingyuai/growth-lab onboard-growth-labInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add tsingyuai/growth-lab --skill onboard-growth-lab -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .github/skills && cp -r skills-src/models/onboard-growth-lab .github/skills/onboard-growth-lab && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "onboard-growth-lab" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/models/onboard-growth-lab into .github/skills/onboard-growth-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "onboard-growth-lab", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add tsingyuai/growth-lab --skill onboard-growth-lab -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tsingyuai/growth-lab onboard-growth-lab --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/models/onboard-growth-lab .opencode/skills/onboard-growth-lab && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "onboard-growth-lab" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/models/onboard-growth-lab into .opencode/skills/onboard-growth-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "onboard-growth-lab", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
onboard-growth-lab通过自然语言完成 Growth Lab 的统一依赖审计与配置。检查所有能力所需的 API key、可直接安装的第三方 CLI/Client、浏览器与登录态;拒绝隐含的外部 Skill 或脚本依赖,告诉用户哪些已配置、哪些缺失、从哪里获取,并允许本轮绕过。需要首次配置、检查环境、修复依赖或询问“还缺什么”时使用。
Onboard Growth Lab is an agent skill from tsingyuai/growth-lab. 通过自然语言完成 Growth Lab 的统一依赖审计与配置。检查所有能力所需的 API key、可直接安装的第三方 CLI/Client、浏览器与登录态;拒绝隐含的外部 Skill 或脚本依赖,告诉用户哪些已配置、哪些缺失、从哪里获取,并允许本轮绕过。需要首次配置、检查环境、修复依赖或询问“还缺什么”时使用。
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/dependencies.md`, `scripts/check_configuration.py` and `scripts/test_check_configuration.py`).
It works with Xiaohongshu and Model Context Protocol. The repository describes itself as: An end-to-end growth tool that understands the product, fetch the data it needs, researches the market, executes campaigns, and reviews results to improve the next round of… The licence is Apache-2.0.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 2d0807c. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythoncurlFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use curl, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
BING_WEBMASTER_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Onboard Growth Lab loads about 1k tokens when it runs, and up to ~3.5k if it reads all its reference files. Until then it costs about 44 tokens; SKILL.md has 274 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
../../CONFIGURATION.md) 中的本地配置步骤。默认请用户在 `.env.local` 或系统密钥管理器中自行配置;只有用户明确授权写入时才可修改 `.env.local`,且永不回显完整值。Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from tsingyuai/growth-lab at commit 2d0807c, republished under its Apache-2.0 licence (© tsingyuai). 274 words, ~1,040 tokens.
.claude/skills/onboard-growth-lab/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.这是整个系统唯一的 onboarding 入口。不要要求各业务 Skill 各自重复审计,也不要创建页面、注册全局 command 或维护配置状态机。
python models/onboard-growth-lab/scripts/check_configuration.py,再只读检查当前机器、已声明的第三方 Client 和认证 profile。脚本与回复都不得输出 secret、cookie、token 或认证文件内容。已就绪、缺失、可选、本轮绕过。CONFIGURATION.md 中的本地配置步骤。默认请用户在 .env.local 或系统密钥管理器中自行配置;只有用户明确授权写入时才可修改 .env.local,且永不回显完整值。小红书不再经过 MediaCrawler。需要小红书采集时,按 xiaohongshu-mcp 独立检查:
XHS_MCP_ENDPOINT、XHS_MCP_BINARY、XHS_MCP_LOGIN_BINARY 和仓库外 XHS_MCP_COOKIES_PATH,不读取或输出登录态内容。CONFIGURATION.md 的准确位置、需要填写的字段及用途,然后停下等待用户配置或选择本轮绕过。已就绪,可立即抓取。遇到风控、验证、超时或空响应立即停止,不自动重试或规避平台控制。小红书登录只授权读取公开研究证据,不授权点赞、收藏、评论、关注、上传或发布。
MediaCrawler 的安装、登录和实际抓取必须在本统一 onboarding 中完成,不得把“已安装”或“有 profile”报告为可用。
--remote-debugging-port=<port> 和 --user-data-dir=<profile-dir>;curl --noproxy '*' http://127.0.0.1:<port>/json/version 必须返回可解析的 Chrome DevTools JSON;MediaCrawler 配置为 ENABLE_CDP_MODE = True、CDP_CONNECT_EXISTING = True 且 CDP_DEBUG_PORT = <port>。Chrome 144+ 在 chrome://inspect/#remote-debugging 中的 GUI auto-connect 服务不提供 MediaCrawler 所需的 /json/version,不得把“Server running”字样单独当成通过。任一项失败就报告 CDP 未就绪并停止,不得回退到标准 Playwright、临时干净浏览器或 Cookie 注入。CDP 不允许本轮绕过;用户只能绕过整个 MediaCrawler 能力或某个平台。已就绪,可立即抓取。其他状态使用 CDP 未就绪、待登录、验证失败、触发风控 或 本轮绕过;不维护额外状态文件。~/.codex/skills、~/.claude/skills、其他项目脚本或某个 Agent 产品的私有认证文件。本轮绕过,不要继续追问。xiaohongshu-mcp,其余六个已声明媒体平台共用 MediaCrawler。先给结论,再给统一状态表:
| 能力 | 状态 | 缺少什么 / 下一步 |
|---|---|---|
| SEO 数据读取 | 缺失 | BING_WEBMASTER_API_KEY;从 Bing Webmaster Tools 获取 |
| SEO 批量 SERP 与页面渲染 | 缺失 | Node.js 已安装;需从 npm 安装 Playwright 与 Chromium,或确认使用当前 Runtime 真实浏览器完成同等检查 |
| IndexNow 提交 | 本轮绕过 | 用户不需要主动提交 URL |
| AI 生图 | 已就绪 | OpenAI 凭据存在;尚未做付费调用验证 |
| 小红书只读采集 | 缺失 | 按 CONFIGURATION.md 配置本机 xiaohongshu-mcp 二进制并完成可见扫码登录 |
| 媒体平台采集 | CDP 未就绪 | Chrome GUI auto-connect 已开启,但 /json/version 为 404;需启动带持久化 profile 和显式 debug port 的专用 Chrome |
最后只问当前确实需要用户决策或提供的信息,不把完整清单再次变成问卷。
© tsingyuai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (scripts, references) in models/onboard-growth-lab of tsingyuai/growth-lab.
Open the folder on GitHubat commit 2d0807c
Onboard Growth Lab next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Onboard Growth Lab this skilltsingyuai/growth-lab | 2k | — | ~1k | Automated safety check: Notes | Apache-2.0 | |
| Xiaohongshu Skillsautoclaw-cc/xiaohongshu-skills | 1.9k | — | ~748 | Automated safety check: Pass | MIT | |
| Xiaohongshuzhjiang22/openclaw-xhs | 123 | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Qiaomu Codex Imagegenjoeseesun/qiaomu-codex-imagegen | 125 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Xhs Authautoclaw-cc/xiaohongshu-skills | 1.9k | — | ~832 | Automated safety check: Pass | MIT | |
| Sandbasesandbaseai/cli | 188 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 |
autoclaw-cc/xiaohongshu-skills
小红书自动化技能集合。支持认证登录、内容发布、搜索发现、社交互动、复合运营. An agent skill from autoclaw-cc/xiaohongshu-skills.
zhjiang22/openclaw-xhs
小红书(RedNote)内容工具。使用场景: - 搜索小红书笔记并获取详情 - 获取首页推荐列表 - 获取帖子详情(正文、图片、互动数据、评论) - 发表评论 / 回复评论 - 获取用户主页和笔记列表 - 点赞、收藏帖子 - 发布图文或视频笔记 - 热点话题跟踪与分析报告 - 帖子导出为长图 触发词示例: - "搜一下小红书上的XX" - "跟踪一下小红书上的XX热点" -…
joeseesun/qiaomu-codex-imagegen
Generate or edit images with Codex's built-in image generation from any agent, through an MCP tool or a plain CLI.
autoclaw-cc/xiaohongshu-skills
小红书认证管理技能。检查登录状态、登录(二维码或手机号)、退出登录. An agent skill from autoclaw-cc/xiaohongshu-skills.
sandbaseai/cli
Discover better ways to complete tasks. An agent skill from sandbaseai/cli.
jumodada/Drissionpage-MCP-Server
A skill your agent uses for authorized, read-only research on public Xiaohongshu content or the local Xiaohongshu-like playground fixture.
tsingyuai/growth-lab
Capture authenticated product screenshots through the repository-owned Playwright CDP script and archive them in the invoking loop's Memory.
tsingyuai/growth-lab
Install, authenticate, configure, operate, and troubleshoot the external MediaCrawler client shared by Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu collectors.
tsingyuai/growth-lab
Run an SEO page observation-action-review loop with persistent Memory by coordinating demand research, page creation, adversarial review, image generation, IndexNow submission, and performance review.
tsingyuai/growth-lab
把一个已确认的选题写成微信公众号长文。锁定复刻锚与用户价值、写出 article.md / wechat.yml / review.md,并通过公众号通用合规检查和人工预览前自检。准备、改写或核验公众号文章时使用;不负责发布,也不产出小红书卡片。
tsingyuai/growth-lab
通过微信公众号官方 API 把公众号文章生产单元渲染为微信排版 HTML、生成阅读页预览、上传封面与正文图片并创建草稿;在三重确认下提交发布并查询状态。支持本机直连与固定 IP 远程发布服务两种模式。用户要求预览公众号、同步微信草稿、发布公众号或查询发布状态时使用。
tsingyuai/growth-lab
把已批准的小红书草稿、单一分析参考和真实产品素材变成可审查卡片:先完成 DAI 与 image plan,再按确定性、完整效果或可分离图层模式制作,机械验证 PNG 与清单并运行合规检查。精确文字和真实 UI 不交给模型猜测;AI 生图需要单独配置和授权。
Works with
通过自然语言完成 Growth Lab 的统一依赖审计与配置。检查所有能力所需的 API key、可直接安装的第三方 CLI/Client、浏览器与登录态;拒绝隐含的外部 Skill 或脚本依赖,告诉用户哪些已配置、哪些缺失、从哪里获取,并允许本轮绕过。需要首次配置、检查环境、修复依赖或询问“还缺什么”时使用。. Onboard Growth Lab is an agent skill from tsingyuai/growth-lab.
Run `npx skills add tsingyuai/growth-lab --skill onboard-growth-lab -a claude-code`. Or copy the skill folder (models/onboard-growth-lab in tsingyuai/growth-lab) into .claude/skills/onboard-growth-lab in your project. Claude Code loads it when a task matches its description.
Run `npx skills add tsingyuai/growth-lab --skill onboard-growth-lab -a codex`. Or copy the skill folder (models/onboard-growth-lab in tsingyuai/growth-lab) into .agents/skills/onboard-growth-lab in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add tsingyuai/growth-lab --skill onboard-growth-lab -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/onboard-growth-lab, .gemini/skills/onboard-growth-lab, .github/skills/onboard-growth-lab and .opencode/skills/onboard-growth-lab in your project.
Going by SKILL.md and its folder, Onboard Growth Lab needs Python for the scripts in its folder, the command-line tools its instructions call (python and curl) and credentials named BING_WEBMASTER_API_KEY. Our summary lists: Python 3; Node.js; A credential in BING_WEBMASTER_API_KEY.
SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Onboard Growth Lab is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Onboard Growth Lab: Xiaohongshu Skills (autoclaw-cc/xiaohongshu-skills, 1.9k stars), Xiaohongshu (zhjiang22/openclaw-xhs, 123 stars), Qiaomu Codex Imagegen (joeseesun/qiaomu-codex-imagegen, 125 stars) and Xhs Auth (autoclaw-cc/xiaohongshu-skills, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
tsingyuai (a GitHub organization) maintains it in tsingyuai/growth-lab, which has 2,000 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on September 28, 2026.
Source: tsingyuai/growth-lab on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.