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 content topics on Xiaohongshu, identifying trending themes, researching audience interests, evaluating topic performance, or planning content around…
Install Topic Analysis
$ npx skills add vivy-yi/xiaohongshu-skills --skill topic-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills topic-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/topic-analysis' .claude/skills/topic-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 "topic-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/topic-analysis into .claude/skills/topic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topic-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/topic-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 topic-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills topic-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/topic-analysis' .agents/skills/topic-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 "topic-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/topic-analysis into .agents/skills/topic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topic-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 topic-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills topic-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/topic-analysis' .cursor/skills/topic-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 "topic-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/topic-analysis into .cursor/skills/topic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topic-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/topic-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 topic-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills topic-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/topic-analysis' .gemini/skills/topic-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 "topic-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/topic-analysis into .gemini/skills/topic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topic-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 topic-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 topic-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/topic-analysis' .github/skills/topic-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 "topic-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/topic-analysis into .github/skills/topic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topic-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 topic-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 topic-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/topic-analysis' .opencode/skills/topic-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 "topic-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/topic-analysis into .opencode/skills/topic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "topic-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
topic-analysis- GitHub stars
- 474
- Token cost
- ~1k tokens
- SKILL.md length
- 439 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when analyzing content topics on Xiaohongshu, identifying trending themes, researching audience interests, evaluating topic performance, or planning content around…
- Works in 5 steps: Collect Topic Data → Analyze Topic Performance → Identify Topic Trends → …
- Analyzing content topics on Xiaohongshu
- SKILL.md covers Overview, When to Use, Core Pattern and Quick Reference, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Topic Analysis is an agent skill from vivy-yi/xiaohongshu-skills. Use when analyzing content topics on Xiaohongshu, identifying trending themes, researching audience interests, evaluating topic performance, or planning content around high-engagement topics
Its SKILL.md is about 1k 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 content topics on Xiaohongshu
- Identifying trending themes
- Researching audience interests
- Evaluating topic performance
Example prompts
- “/topic-analysis”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Collect Topic Data
- Analyze Topic Performance
- Identify Topic Trends
- Map Topics to Content Strategy
- Monitor Topic Saturation
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
Topic Analysis loads about 1k tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 439 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 439 words (~1,020 tokens).
“Topic analysis is the systematic examination of content themes, subject matters, and conversation trends on Xiaohongshu to understand what resonates with audiences, identify emerging opportunities, and make data-driven content planning decisions.”
- name
- topic-analysis
Files
Just SKILL.md in skills/03-数据分析/topic-analysis of vivy-yi/xiaohongshu-skills.
Open the folder on GitHubat commit b42ff69
Compare with similar skills
Topic 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 |
|---|---|---|---|---|---|---|
| Topic Analysis this skillvivy-yi/xiaohongshu-skills | 474 | — | ~1k | Automated safety check: Pass | None | |
| Blogger Distillerotter1101/blogger-distiller | 693 | — | ~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 | |
| Wb Xhs Humanize Compliancewenziai/wenzi-xhs-agent-skills | 159 | 1 repos | ~835 | Automated safety check: Pass | None | |
| Anti Vibe Writingweijt606/anti-vibe-writing | 119 | — | ~3.9k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Topic Analysis
What does Topic Analysis do?
A skill your agent uses when analyzing content topics on Xiaohongshu, identifying trending themes, researching audience interests, evaluating topic performance, or planning content around…. Topic Analysis is an agent skill from vivy-yi/xiaohongshu-skills.
When should I use Topic Analysis?
Topic Analysis fits situations like: analyzing content topics on Xiaohongshu; identifying trending themes; researching audience interests; evaluating topic performance.
How do I install Topic Analysis in Claude Code?
Run `npx skills add vivy-yi/xiaohongshu-skills --skill topic-analysis -a claude-code`. Or copy the skill folder (skills/03-数据分析/topic-analysis in vivy-yi/xiaohongshu-skills) into .claude/skills/topic-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Topic Analysis in Codex?
Run `npx skills add vivy-yi/xiaohongshu-skills --skill topic-analysis -a codex`. Or copy the skill folder (skills/03-数据分析/topic-analysis in vivy-yi/xiaohongshu-skills) into .agents/skills/topic-analysis in your project. Codex loads it when a task matches its description.
Can I use Topic 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 topic-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/topic-analysis, .gemini/skills/topic-analysis, .github/skills/topic-analysis and .opencode/skills/topic-analysis in your project.
What does Topic Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Topic Analysis is instructions for the agent only.
Does Topic 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 Topic 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 Topic Analysis use?
No licence was found for Topic Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Topic Analysis use?
About 1k tokens (SKILL.md is roughly 4.1k 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 Topic Analysis?
Skills that share tags, products or a category with Topic Analysis: Blogger Distiller (otter1101/blogger-distiller, 693 stars), Social Account Doctor (JuneYaooo/social-account-doctor, 279 stars), Humanized Chinese Writing Polisher (EthanYoQ/agent-xiaohongshu-workbench, 153 stars) and Wb Xhs Humanize Compliance (wenziai/wenzi-xhs-agent-skills, 159 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Topic Analysis?
vivy-yi (a GitHub user) maintains it in vivy-yi/xiaohongshu-skills, which has 474 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.