Blogger Distiller
otter1101/blogger-distiller
A skill your agent uses when the user wants to analyze or distill a blogger/account on Xiaohongshu or Douyin, benchmark a target creator, or diagnose their own content strategy.
A skill your agent uses when analyzing Xiaohongshu traffic sources, understanding where views and engagement come from, optimizing traffic acquisition strategies, diagnosing sudden traffic changes…
Install Traffic Analysis
$ npx skills add vivy-yi/xiaohongshu-skills --skill traffic-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills traffic-analysis --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/03-数据分析/traffic-analysis' .claude/skills/traffic-analysis && 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 "traffic-analysis" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/03-%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/traffic-analysis into .claude/skills/traffic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traffic-analysis", 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/03-%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/traffic-analysisType 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 traffic-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills traffic-analysis --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/03-数据分析/traffic-analysis' .agents/skills/traffic-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "traffic-analysis" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/03-%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/traffic-analysis into .agents/skills/traffic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traffic-analysis", 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 traffic-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills traffic-analysis --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/03-数据分析/traffic-analysis' .cursor/skills/traffic-analysis && 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 "traffic-analysis" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/03-%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/traffic-analysis into .cursor/skills/traffic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traffic-analysis", 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/03-数据分析/traffic-analysis'--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 traffic-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills traffic-analysis --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/03-数据分析/traffic-analysis' .gemini/skills/traffic-analysis && 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 "traffic-analysis" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/03-%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/traffic-analysis into .gemini/skills/traffic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traffic-analysis", 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 traffic-analysisInstalls 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 traffic-analysis -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/03-数据分析/traffic-analysis' .github/skills/traffic-analysis && 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 "traffic-analysis" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/03-%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/traffic-analysis into .github/skills/traffic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traffic-analysis", 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 traffic-analysis -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 traffic-analysis --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/03-数据分析/traffic-analysis' .opencode/skills/traffic-analysis && 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 "traffic-analysis" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/03-%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/traffic-analysis into .opencode/skills/traffic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "traffic-analysis", 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
traffic-analysis- GitHub stars
- 478
- Token cost
- ~2.3k tokens
- SKILL.md length
- 929 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when analyzing Xiaohongshu traffic sources, understanding where views and engagement come from, optimizing traffic acquisition strategies, diagnosing sudden traffic changes…
- Works in 7 steps: Access Traffic Source Data → Analyze Traffic Source Distribution → Evaluate Traffic Quality by Source → …
- Analyzing Xiaohongshu traffic sources
- SKILL.md covers Overview, When to Use, Core Pattern and Quick Reference, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Traffic Analysis is an agent skill from vivy-yi/xiaohongshu-skills. Use when analyzing Xiaohongshu traffic sources, understanding where views and engagement come from, optimizing traffic acquisition strategies, diagnosing sudden traffic changes, or comparing traffic quality across different sources
Its SKILL.md is about 2.3k 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 Writing & Content. 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 Xiaohongshu traffic sources
- Understanding where views and engagement come from
- Optimizing traffic acquisition strategies
- Diagnosing sudden traffic changes
Example prompts
- “/traffic-analysis”
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Access Traffic Source Data
- Analyze Traffic Source Distribution
- Evaluate Traffic Quality by Source
- Identify Traffic Patterns
- Optimize Content Strategy by Traffic Source
- Track Traffic Source Trends
- Diagnose Traffic Changes
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
No scripts in the folder and no shell commands in SKILL.md.
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
Traffic Analysis loads about 2.3k tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 929 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 929 words (~2,264 tokens).
“Traffic analysis is the systematic examination of where Xiaohongshu content views come from, helping creators understand which traffic sources perform best and how to optimize content strategy for maximum reach and engagement.”
- name
- traffic-analysis
Files
Just SKILL.md in skills/03-数据分析/traffic-analysis of vivy-yi/xiaohongshu-skills.
Open the folder on GitHubat commit b42ff69
Compare with similar skills
Traffic Analysis 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 |
|---|---|---|---|---|---|---|
| Traffic Analysis this skillvivy-yi/xiaohongshu-skills | 478 | — | ~2.3k | Automated safety check: Pass | None | |
| Blogger Distillerotter1101/blogger-distiller | 697 | — | ~3.8k | Automated safety check: Notes | MIT | |
| Social Account DoctorJuneYaooo/social-account-doctor | 279 | — | ~8.3k | Automated safety check: Notes | MIT | |
| Humanized Chinese Writing PolisherEthanYoQ/agent-xiaohongshu-workbench | 153 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Anti Vibe Writingweijt606/anti-vibe-writing | 120 | — | ~3.9k | Automated safety check: Pass | MIT | |
| Wb Xhs Account Profilewenziai/wenzi-xhs-agent-skills | 166 | — | ~857 | Automated safety check: Pass | None |
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Related
Works with
Categories
Questions about Traffic Analysis
What does Traffic Analysis do?
A skill your agent uses when analyzing Xiaohongshu traffic sources, understanding where views and engagement come from, optimizing traffic acquisition strategies, diagnosing sudden traffic changes…. Traffic Analysis is an agent skill from vivy-yi/xiaohongshu-skills.
When should I use Traffic Analysis?
Traffic Analysis fits situations like: analyzing Xiaohongshu traffic sources; understanding where views and engagement come from; optimizing traffic acquisition strategies; diagnosing sudden traffic changes.
How do I install Traffic Analysis in Claude Code?
Run `npx skills add vivy-yi/xiaohongshu-skills --skill traffic-analysis -a claude-code`. Or copy the skill folder (skills/03-数据分析/traffic-analysis in vivy-yi/xiaohongshu-skills) into .claude/skills/traffic-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Traffic Analysis in Codex?
Run `npx skills add vivy-yi/xiaohongshu-skills --skill traffic-analysis -a codex`. Or copy the skill folder (skills/03-数据分析/traffic-analysis in vivy-yi/xiaohongshu-skills) into .agents/skills/traffic-analysis in your project. Codex loads it when a task matches its description.
Can I use Traffic Analysis 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 traffic-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/traffic-analysis, .gemini/skills/traffic-analysis, .github/skills/traffic-analysis and .opencode/skills/traffic-analysis in your project.
What does Traffic Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Traffic Analysis is instructions for the agent only.
Does Traffic Analysis 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 Traffic Analysis 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 Traffic Analysis use?
No licence was found for Traffic Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Traffic Analysis use?
About 2.3k tokens (SKILL.md is roughly 9.1k 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 Traffic Analysis?
Skills that share tags, products or a category with Traffic Analysis: Blogger Distiller (otter1101/blogger-distiller, 697 stars), Social Account Doctor (JuneYaooo/social-account-doctor, 279 stars), Humanized Chinese Writing Polisher (EthanYoQ/agent-xiaohongshu-workbench, 153 stars) and Anti Vibe Writing (weijt606/anti-vibe-writing, 120 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Traffic Analysis?
vivy-yi (a GitHub user) maintains it in vivy-yi/xiaohongshu-skills, which has 478 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.