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小红书算法优化师
by
duzhilei951
· GitHub ↗
· v1.0.0
· MIT-0
412
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0
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2
Active Installs
1
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Install in OpenClaw
/install xiaohongshu-algorithm-optimizer
Description
中国小红书平台内容算法优化工具，针对小红书推荐逻辑优化笔记标题、内容、标签、首图文案，提高笔记曝光量、互动率和流量扶持。使用场景：（1）写小红书笔记前优化内容结构，（2）修改现有低流量笔记，（3）分析爆款笔记逻辑，（4）规划垂直内容选题。
Usage Guidance
This skill is an offline instruction-only assistant for writing Xiaohongshu posts and appears internally consistent. Before installing or using it: (1) confirm you won't paste or ask it to process sensitive/private data (it has no built-in data-exfil mechanisms, but pasted content could contain secrets); (2) follow platform rules — the included forbidden-words list is helpful but you remain responsible for legal/advertising compliance; (3) if you need integrations (posting directly to Xiaohongshu, analytics, or account automation) expect additional credentials and a new security review because this skill currently has none.
Capability Analysis
Type: OpenClaw Skill
Name: xiaohongshu-algorithm-optimizer
Version: 1.0.0
The skill bundle is a purely instructional set of guidelines for an AI agent to act as a content optimizer for the Xiaohongshu platform. It contains no executable code, no network requests, and no instructions that attempt to exfiltrate data or compromise the agent's environment. The content is entirely focused on marketing strategies, platform-specific algorithm logic, and content safety compliance (SKILL.md, forbidden-words.md).
Capability Assessment
Purpose & Capability
Name/description (Xiaohongshu content optimization) align with the provided instructions and reference files (title examples, forbidden words). The skill declares no binaries, env vars, or external services, which is appropriate for a purely editorial optimization tool.
Instruction Scope
SKILL.md contains step-by-step editorial guidance, output format, and forbidden-word lists. It does not instruct reading system files, accessing environment variables, making network calls, or transmitting data to external endpoints. Scope remains limited to transforming/producing text for Xiaohongshu posts.
Install Mechanism
No install spec or code present (instruction-only). Nothing is downloaded or written to disk; therefore there is no install risk.
Credentials
The skill requests no environment variables, credentials, or config paths. This is proportionate for an editorial assistant that only needs copy/structure suggestions.
Persistence & Privilege
always is false and the skill is user-invocable. It does not request persistent system presence or modify other skills/config. Autonomous invocation is allowed but not excessive for this type of skill.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaohongshu-algorithm-optimizer - After installation, invoke the skill by name or use
/xiaohongshu-algorithm-optimizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
初始版本，支持小红书笔记标题、内容、标签、首图全链路优化，内置爆款标题库和违禁词表
Metadata
Frequently Asked Questions
What is 小红书算法优化师?
中国小红书平台内容算法优化工具，针对小红书推荐逻辑优化笔记标题、内容、标签、首图文案，提高笔记曝光量、互动率和流量扶持。使用场景：（1）写小红书笔记前优化内容结构，（2）修改现有低流量笔记，（3）分析爆款笔记逻辑，（4）规划垂直内容选题。 It is an AI Agent Skill for Claude Code / OpenClaw, with 412 downloads so far.
How do I install 小红书算法优化师?
Run "/install xiaohongshu-algorithm-optimizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 小红书算法优化师 free?
Yes, 小红书算法优化师 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 小红书算法优化师 support?
小红书算法优化师 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 小红书算法优化师?
It is built and maintained by duzhilei951 (@duzhilei951); the current version is v1.0.0.
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