De AI Writer
davepoon/buildwithclaude
AI 文案去味器。用户提供 AI 生成的文本（公众号/小红书/电商文案等），觉得“太 AI 味”要改得更自然、更像人写的时使用。输出自然有人味的中文。De-AI writer: rewrite AI-generated copy (WeChat articles, Xiaohongshu, e-commerce) into natural, human-sounding Chinese text.
A skill your agent uses when analyzing e-commerce performance on Xiaohongshu, tracking live stream sales data, researching product trends, monitoring competitor shops, or optimizing e-commerce…
Install Ju Mama
$ npx skills add vivy-yi/xiaohongshu-skills --skill ju-mama -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills ju-mama --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/vivy-yi/xiaohongshu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'skills/06-工具生态/ju-mama' .claude/skills/ju-mama && 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 "ju-mama" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/06-%E5%B7%A5%E5%85%B7%E7%94%9F%E6%80%81/ju-mama into .claude/skills/ju-mama/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ju-mama", 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/vivy-yi/xiaohongshu-skills/tree/main/skills/06-%E5%B7%A5%E5%85%B7%E7%94%9F%E6%80%81/ju-mamaType 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 vivy-yi/xiaohongshu-skills --skill ju-mama -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills ju-mama --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vivy-yi/xiaohongshu-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'skills/06-工具生态/ju-mama' .agents/skills/ju-mama && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ju-mama" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/06-%E5%B7%A5%E5%85%B7%E7%94%9F%E6%80%81/ju-mama into .agents/skills/ju-mama/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ju-mama", 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 vivy-yi/xiaohongshu-skills --skill ju-mama -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills ju-mama --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vivy-yi/xiaohongshu-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'skills/06-工具生态/ju-mama' .cursor/skills/ju-mama && 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 "ju-mama" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/06-%E5%B7%A5%E5%85%B7%E7%94%9F%E6%80%81/ju-mama into .cursor/skills/ju-mama/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ju-mama", 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/vivy-yi/xiaohongshu-skills.git --path 'skills/06-工具生态/ju-mama'--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 vivy-yi/xiaohongshu-skills --skill ju-mama -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills ju-mama --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vivy-yi/xiaohongshu-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'skills/06-工具生态/ju-mama' .gemini/skills/ju-mama && 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 "ju-mama" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/06-%E5%B7%A5%E5%85%B7%E7%94%9F%E6%80%81/ju-mama into .gemini/skills/ju-mama/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ju-mama", 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 vivy-yi/xiaohongshu-skills ju-mamaInstalls 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 vivy-yi/xiaohongshu-skills --skill ju-mama -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/vivy-yi/xiaohongshu-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/'skills/06-工具生态/ju-mama' .github/skills/ju-mama && 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 "ju-mama" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/06-%E5%B7%A5%E5%85%B7%E7%94%9F%E6%80%81/ju-mama into .github/skills/ju-mama/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ju-mama", 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 vivy-yi/xiaohongshu-skills --skill ju-mama -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills ju-mama --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vivy-yi/xiaohongshu-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'skills/06-工具生态/ju-mama' .opencode/skills/ju-mama && 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 "ju-mama" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/06-%E5%B7%A5%E5%85%B7%E7%94%9F%E6%80%81/ju-mama into .opencode/skills/ju-mama/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ju-mama", 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.
Facts
- Skill name
ju-mama- GitHub stars
- 481
- Token cost
- ~9.5k tokens
- SKILL.md length
- 246 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when analyzing e-commerce performance on Xiaohongshu, tracking live stream sales data, researching product trends, monitoring competitor shops, or optimizing e-commerce…
- Works in 5 steps: Analyze Live Stream Performance → Research Product Trends → Monitor Shop Performance → …
- Analyzing e-commerce performance on Xiaohongshu
- SKILL.md covers Overview, When to Use, Core Pattern and Quick Reference, plus 1 more section
- Calls bundle
What it does
Ju Mama is an agent skill from vivy-yi/xiaohongshu-skills. Use when analyzing e-commerce performance on Xiaohongshu, tracking live stream sales data, researching product trends, monitoring competitor shops, or optimizing e-commerce strategies with data insights
Its SKILL.md is about 9.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Sales & Support, covering E-commerce operations. It works with Xiaohongshu. The repository describes itself as: 139个完整的小红书运营技能 - Claude Code 技能插件系统。覆盖内容创作、账号运营、互动运营、数据分析、电商转化、平台规则、工具生态、营销推广、增长策略9大分类。
When your agent uses it
- Analyzing e-commerce performance on Xiaohongshu
- Tracking live stream sales data
- Researching product trends
- Monitoring competitor shops
Example prompts
- “/ju-mama”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Analyze Live Stream Performance
- Research Product Trends
- Monitor Shop Performance
- Track Competitor Intelligence
- Optimize Influencer Commerce
What it can do on your machine
Read from SKILL.md and the folder at commit b42ff69. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Shell commands in SKILL.md call:
bundle
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ju Mama loads about 9.5k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 246 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.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 246 words (~9,519 tokens).
“Ju Mama (蝉妈妈) is a comprehensive e-commerce analytics platform for Xiaohongshu and Douyin, providing live stream monitoring, product trend analysis, shop performance tracking, influencer commerce data, and competitive intelligence to help brands and sellers optimize their social commerce strategies.”
- name
- ju-mama
Files
Just SKILL.md in skills/06-工具生态/ju-mama of vivy-yi/xiaohongshu-skills.
Open the folder on GitHubat commit b42ff69
Compare with similar skills
Ju Mama 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 |
|---|---|---|---|---|---|---|
| Ju Mama this skillvivy-yi/xiaohongshu-skills | 481 | — | ~9.5k | Automated safety check: Pass | None | |
| De AI Writerdavepoon/buildwithclaude | 3.6k | — | ~205 | Automated safety check: Pass | MIT | |
| Zach Sif Cvr Threshold Analyzerzach22-1999/amazon-skills | 209 | 1 repos | ~982 | Automated safety check: Notes | MIT | |
| Checkout Purchasekeypo-us/keypo-cli | 182 | — | ~880 | Automated safety check: Notes | None | |
| Maishouaahl/skills | 162 | 1 repos | ~175 | Automated safety check: Pass | MIT | |
| Fix Visual StabilityEtaYang10th/spark-skills | 111 | — | ~3.7k | Automated safety check: Pass | None |
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Related
Works with
Categories
Questions about Ju Mama
What does Ju Mama do?
A skill your agent uses when analyzing e-commerce performance on Xiaohongshu, tracking live stream sales data, researching product trends, monitoring competitor shops, or optimizing e-commerce…. Ju Mama is an agent skill from vivy-yi/xiaohongshu-skills.
When should I use Ju Mama?
Ju Mama fits situations like: analyzing e-commerce performance on Xiaohongshu; tracking live stream sales data; researching product trends; monitoring competitor shops.
How do I install Ju Mama in Claude Code?
Run `npx skills add vivy-yi/xiaohongshu-skills --skill ju-mama -a claude-code`. Or copy the skill folder (skills/06-工具生态/ju-mama in vivy-yi/xiaohongshu-skills) into .claude/skills/ju-mama in your project. Claude Code loads it when a task matches its description.
How do I install Ju Mama in Codex?
Run `npx skills add vivy-yi/xiaohongshu-skills --skill ju-mama -a codex`. Or copy the skill folder (skills/06-工具生态/ju-mama in vivy-yi/xiaohongshu-skills) into .agents/skills/ju-mama in your project. Codex loads it when a task matches its description.
Can I use Ju Mama in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add vivy-yi/xiaohongshu-skills --skill ju-mama -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ju-mama, .gemini/skills/ju-mama, .github/skills/ju-mama and .opencode/skills/ju-mama in your project.
What does Ju Mama need to run?
Going by SKILL.md and its folder, Ju Mama needs the command-line tools its instructions call (bundle).
Does Ju Mama access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Ju Mama safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Ju Mama use?
No licence was found for Ju Mama or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ju Mama use?
About 9.5k tokens (SKILL.md is roughly 38k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Ju Mama?
Skills that share tags, products or a category with Ju Mama: De AI Writer (davepoon/buildwithclaude, 3.6k stars), Zach Sif Cvr Threshold Analyzer (zach22-1999/amazon-skills, 209 stars), Checkout Purchase (keypo-us/keypo-cli, 182 stars) and Maishou (aahl/skills, 162 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ju Mama?
vivy-yi (a GitHub user) maintains it in vivy-yi/xiaohongshu-skills, which has 481 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on January 23, 2026.
Source: vivy-yi/xiaohongshu-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.