Xiaohongshu Title Formula Matcher
dontbesilent2025/dbskill
Matches a Xiaohongshu post topic to the best-fitting formulas from a library of 75 proven title patterns, rather than freely generating a title from scratch.
A skill your agent uses when understanding Xiaohongshu's recommendation algorithm, optimizing content reach, or troubleshooting low views
Install Platform Algorithm
$ npx skills add vivy-yi/xiaohongshu-skills --skill platform-algorithm -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills platform-algorithm --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/08-增长策略/platform-algorithm' .claude/skills/platform-algorithm && 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 "platform-algorithm" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/08-%E5%A2%9E%E9%95%BF%E7%AD%96%E7%95%A5/platform-algorithm into .claude/skills/platform-algorithm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithm", 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/08-%E5%A2%9E%E9%95%BF%E7%AD%96%E7%95%A5/platform-algorithmType 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 platform-algorithm -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills platform-algorithm --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/08-增长策略/platform-algorithm' .agents/skills/platform-algorithm && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "platform-algorithm" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/08-%E5%A2%9E%E9%95%BF%E7%AD%96%E7%95%A5/platform-algorithm into .agents/skills/platform-algorithm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithm", 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 platform-algorithm -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills platform-algorithm --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/08-增长策略/platform-algorithm' .cursor/skills/platform-algorithm && 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 "platform-algorithm" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/08-%E5%A2%9E%E9%95%BF%E7%AD%96%E7%95%A5/platform-algorithm into .cursor/skills/platform-algorithm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithm", 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/08-增长策略/platform-algorithm'--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 platform-algorithm -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install vivy-yi/xiaohongshu-skills platform-algorithm --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/08-增长策略/platform-algorithm' .gemini/skills/platform-algorithm && 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 "platform-algorithm" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/08-%E5%A2%9E%E9%95%BF%E7%AD%96%E7%95%A5/platform-algorithm into .gemini/skills/platform-algorithm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithm", 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 platform-algorithmInstalls 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 platform-algorithm -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/08-增长策略/platform-algorithm' .github/skills/platform-algorithm && 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 "platform-algorithm" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/08-%E5%A2%9E%E9%95%BF%E7%AD%96%E7%95%A5/platform-algorithm into .github/skills/platform-algorithm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithm", 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 platform-algorithm -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 platform-algorithm --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/08-增长策略/platform-algorithm' .opencode/skills/platform-algorithm && 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 "platform-algorithm" agent skill from https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/08-%E5%A2%9E%E9%95%BF%E7%AD%96%E7%95%A5/platform-algorithm into .opencode/skills/platform-algorithm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "platform-algorithm", 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
platform-algorithm- GitHub stars
- 471
- Token cost
- ~6.2k tokens
- SKILL.md length
- 2,962 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when understanding Xiaohongshu's recommendation algorithm, optimizing content reach, or troubleshooting low views
- Works in 7 steps: Understand Core Algorithm Principles → Optimize Posting Schedule → Create Save-Worthy Content → …
- Understanding Xiaohongshus recommendation algorithm
- 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
Platform Algorithm is an agent skill from vivy-yi/xiaohongshu-skills. Use when understanding Xiaohongshu's recommendation algorithm, optimizing content reach, or troubleshooting low views
Its SKILL.md is about 6.2k 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 Marketing & SEO. 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
- Understanding Xiaohongshus recommendation algorithm
- Optimizing content reach
- Troubleshooting low views
Example prompts
- “/platform-algorithm”
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Understand Core Algorithm Principles
- Optimize Posting Schedule
- Create Save-Worthy Content
- Encourage Quality Engagement
- Build Algorithm-Friendly Relationships
- Monitor Algorithm Changes
- Troubleshoot Reach Drops
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
Platform Algorithm loads about 6.2k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 2,962 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 2,962 words (~6,151 tokens).
“Xiaohongshu's recommendation algorithm determines which posts appear on users' explore pages, who sees your content, and how widely your posts spread. Understanding the algorithm isn't about gaming the system—it's about creating content that serves the platform's goal: showing users content…”
- name
- platform-algorithm
Files
Just SKILL.md in skills/08-增长策略/platform-algorithm of vivy-yi/xiaohongshu-skills.
Open the folder on GitHubat commit b42ff69
Compare with similar skills
Platform Algorithm 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 |
|---|---|---|---|---|---|---|
| Platform Algorithm this skillvivy-yi/xiaohongshu-skills | 471 | — | ~6.2k | Automated safety check: Pass | None | |
| Xiaohongshu Title Formula Matcherdontbesilent2025/dbskill | 10k | 1 repos | ~3.4k | Automated safety check: Pass | Custom licence | |
| Wb Xhs Topic Bankwenziai/wenzi-xhs-agent-skills | 156 | 1 repos | ~821 | Automated safety check: Pass | None | |
| Content Launch Plannereunomia-bpf/eunomia.dev | 236 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Xhs Account Diagnosisatian-create/lingzao-skill | 294 | — | ~517 | Automated safety check: Pass | MIT-0 | |
| Wb Xhs Monetization Backsolvewenziai/wenzi-xhs-agent-skills | 156 | — | ~881 | Automated safety check: Pass | None |
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Related
Works with
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Questions about Platform Algorithm
What does Platform Algorithm do?
A skill your agent uses when understanding Xiaohongshu's recommendation algorithm, optimizing content reach, or troubleshooting low views. Platform Algorithm is an agent skill from vivy-yi/xiaohongshu-skills.
When should I use Platform Algorithm?
Platform Algorithm fits situations like: understanding Xiaohongshus recommendation algorithm; optimizing content reach; troubleshooting low views.
How do I install Platform Algorithm in Claude Code?
Run `npx skills add vivy-yi/xiaohongshu-skills --skill platform-algorithm -a claude-code`. Or copy the skill folder (skills/08-增长策略/platform-algorithm in vivy-yi/xiaohongshu-skills) into .claude/skills/platform-algorithm in your project. Claude Code loads it when a task matches its description.
How do I install Platform Algorithm in Codex?
Run `npx skills add vivy-yi/xiaohongshu-skills --skill platform-algorithm -a codex`. Or copy the skill folder (skills/08-增长策略/platform-algorithm in vivy-yi/xiaohongshu-skills) into .agents/skills/platform-algorithm in your project. Codex loads it when a task matches its description.
Can I use Platform Algorithm 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 platform-algorithm -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/platform-algorithm, .gemini/skills/platform-algorithm, .github/skills/platform-algorithm and .opencode/skills/platform-algorithm in your project.
What does Platform Algorithm need to run?
SKILL.md names no scripts, command-line tools or credentials: Platform Algorithm is instructions for the agent only.
Does Platform Algorithm 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 Platform Algorithm 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 Platform Algorithm use?
No licence was found for Platform Algorithm or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Platform Algorithm use?
About 6.2k tokens (SKILL.md is roughly 25k 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 Platform Algorithm?
Skills that share tags, products or a category with Platform Algorithm: Xiaohongshu Title Formula Matcher (dontbesilent2025/dbskill, 10k stars), Wb Xhs Topic Bank (wenziai/wenzi-xhs-agent-skills, 156 stars), Content Launch Planner (eunomia-bpf/eunomia.dev, 236 stars) and Xhs Account Diagnosis (atian-create/lingzao-skill, 294 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Platform Algorithm?
vivy-yi (a GitHub user) maintains it in vivy-yi/xiaohongshu-skills, which has 471 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.