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在 OpenClaw 中安装
/install xhs-content-qc
功能描述
对小红书达人笔记做品牌词、必带话题、@官号、调性、链接与广告法/竞品合规的自动化质检， 输出结构化报告；品牌名正确/错误写法分表（assets/brand-names-correct.txt / assets/brand-names-wrong.txt）， 并支持在 skill 目录内更新各词表文件。在用户粘贴小...
安全使用建议
This skill is coherent with its goal: it reads local wordlists, fetches content from user-provided Xiaohongshu URLs, and runs checks described in SKILL.md. Things to consider before enabling: (1) The agent will make HTTP GET requests to URLs provided by users — those endpoints will see requests from the runtime environment. (2) The skill allows whole-file replacements of files inside its own skill directory when the user asks to '更新词表' — only allow this if you trust the agent/user input and prefer edits to be limited to non-executable asset files (txt/md). (3) The official-account validation logic is documented in a markdown file rather than a structured list; verify this meets your exact matching needs. If you want to tighten safety, require manual confirmation before the agent writes skill files and run the fetch scripts in a network-restricted sandbox.
功能分析
Type: OpenClaw Skill
Name: xhs-content-qc
Version: 1.0.2
The skill bundle facilitates automated quality control for Xiaohongshu content by fetching external URLs and performing text analysis against local word lists. It includes a shell script (`fetch_xhs_content.sh`) and a Python script (`fetch_xhs_content.py`) that use `curl` to retrieve web content. A significant vulnerability exists in `SKILL.md`, which instructs the AI agent to execute these scripts using user-provided URLs, potentially leading to command injection if the input is not sanitized. Furthermore, the 'Word List Update' feature grants the agent the capability to overwrite local files in the `assets/` and `references/` directories. While these features align with the stated purpose of content moderation and configuration management, the combination of external network requests, shell execution, and file-writing capabilities presents a high-risk surface without evidence of direct malicious intent.
能力评估
Purpose & Capability
Name/description match what the skill does: reading local brand/topic/compliance wordlists and performing QC on Xiaohongshu notes. The provided shell/Python fetch scripts and assets are appropriate and expected for that purpose; no unrelated credentials, binaries, or external services are requested.
Instruction Scope
SKILL.md instructs the agent to (a) read assets in the skill directory, (b) run the included fetch scripts against user-supplied Xiaohongshu URLs, and (c) perform file updates when the user requests '更新词表'. This is consistent with the purpose, but the ability to perform whole-file replacements of files inside the skill directory is a capability to note: it allows arbitrary changes to asset/markdown files (not arbitrary external endpoints). Also, official-account checks are specified in a human-readable references file rather than a structured asset; that may cause brittle exact-match behavior unless the agent implements the human rules correctly.
Install Mechanism
Instruction-only skill with no install spec. The two included scripts are local and use only standard system tools (curl, sed, awk, python3). Nothing is downloaded from external or untrusted URLs during install.
Credentials
The skill declares no required environment variables, no credentials, and no config paths beyond its own skill directory. The scripts do network GETs only to URLs supplied by the user (Xiaohongshu links), which is appropriate for the stated functionality.
Persistence & Privilege
always:false and no cross-skill modifications requested. The skill does instruct the agent to update files inside its own skill directory (assets and references) per user requests; this self-contained write capability is expected for maintaining wordlists but should be considered when deciding whether to allow the agent to perform edits automatically.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install xhs-content-qc - 安装完成后，直接呼叫该 Skill 的名称或使用
/xhs-content-qc触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.2
**Changelog for xhs-content-qc v1.0.2**
- Migrated all词表 and配置 files into dedicated assets/ and references/ subdirectories for better organization.
- Added fetch_xhs_content.sh (shell) and fetch_xhs_content.ps1 (PowerShell) scripts for content extraction from note links, with a new preference for non-Python tools.
- Updated SKILL.md to align all file paths and instructions with the new directory structure.
- Changed compliance wordlist file from .md to .txt format (`assets/compliance-words.txt`).
- Clarified and enhanced the workflow: always prefer provided shell scripts for link content fetching and fall back to Python only if necessary.
- Improved user instructions for file updates and clarified acceptable file formats.
v1.0.1
- 品牌名错写判定逻辑升级：品牌名分为 `brand-names-correct.txt`（正确写法）与 `brand-names-wrong.txt`（错误写法/黑名单），逐行匹配，显著减少误报漏报。
- 新增并读取 `brand-names-correct.txt`、`brand-names-wrong.txt` 两个品牌名配置文件，作为质检必读词表。
- 词表维护功能扩充：增加对品牌名正确/错误词表的独立维护入口，并优化交互说明。
- 品牌名检查规则更新：命中错误词表即 FAIL，疑似推广品牌但未命中正确词表则 WARNING，未涉及品牌表述可直接说明。
- 文档同步调整，所有配置文件须按照「每行一条、空行忽略」解析。
v1.0.0
xhs-content-qc 1.0.0 初始版本发布：
- 支持对小红书达人笔记进行品牌词、话题、@官号、调性、合规、竞品等多维度自动化质检，输出结构化报告。
- 支持接收多种输入格式，包括粘贴内容和小红书笔记链接。
- 实现品牌词、必带话题、官号、错别字、调性、情感分析、链接有效性和内容合规的全流程检查，严格判定并给出修改建议。
- 支持 skill 目录内品牌、必带话题、合规敏感词和竞品名单的词表文件交互式更新。
- 详细质检报告模板及操作流程，所有结果分级判定（PASS/WARNING/FAIL）。
- 明确区分词表维护和内容质检流程，确保操作清晰。
元数据
常见问题
小红书达人笔记质检 for bbt 是什么？
对小红书达人笔记做品牌词、必带话题、@官号、调性、链接与广告法/竞品合规的自动化质检， 输出结构化报告；品牌名正确/错误写法分表（assets/brand-names-correct.txt / assets/brand-names-wrong.txt）， 并支持在 skill 目录内更新各词表文件。在用户粘贴小... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 152 次。
如何安装 小红书达人笔记质检 for bbt？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install xhs-content-qc」即可一键安装，无需额外配置。
小红书达人笔记质检 for bbt 是免费的吗？
是的，小红书达人笔记质检 for bbt 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
小红书达人笔记质检 for bbt 支持哪些平台？
小红书达人笔记质检 for bbt 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 小红书达人笔记质检 for bbt？
由 Wan Wei（@wandervine）开发并维护，当前版本 v1.0.2。
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