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allinherog-star

小红书评论分析

by allinherog-star · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
93
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Install in OpenClaw
/install xhs-sentiment-dashboard
Description
使用此技能分析小红书笔记评论区的情感倾向和用户态度。提供情感分类、正负面评论占比、情绪关键词提取和舆情洞察。当用户发送小红书笔记链接或 note ID 并要求分析评论区时使用。此技能不提供笔记内容下载或抓取。
Usage Guidance
Before installing or enabling this skill: (1) Understand that when you provide a Xiaohongshu note link the skill will send that link (and any parameters) to ai-skills.ai for analysis — verify you trust that third party and their privacy policy. (2) The skill requires an AISKILLS_API_KEY (revocable) even though registry metadata omitted it; only use a key you can revoke and monitor usage. (3) The provided one‑line script assumes curl, jq and a shell are available — confirm those tools are present or adapt the commands. (4) Avoid sending sensitive or private links as comments can contain PII; test first with non-sensitive data. (5) Prefer skills whose registry metadata accurately lists required env vars and binaries; consider asking the publisher to correct the manifest before use.
Capability Analysis
Type: OpenClaw Skill Name: xhs-sentiment-dashboard Version: 1.0.0 The skill contains a shell injection vulnerability in the 'One-click script' section of SKILL.md, where the user-provided $LINK variable is passed directly into a bash command without sanitization. It also requires the AISKILLS_API_KEY environment variable and sends user data (links and API keys) to a third-party domain (ai-skills.ai). While the behavior is aligned with the stated purpose of sentiment analysis, the insecure script construction and external data transmission pose a risk to the user's environment and data privacy.
Capability Assessment
Purpose & Capability
The skill's claimed purpose (sentiment analysis of Xiaohongshu comments) matches the runtime behavior: it delegates analysis to ai-skills.ai. However the registry metadata (required env vars: none; required binaries: none) contradicts SKILL.md which requires AISKILLS_API_KEY and assumes curl/jq. This mismatch is unexpected and should be fixed or explained.
Instruction Scope
SKILL.md explicitly instructs the agent to POST the user-provided note link/contentId and to include X-API-Key to https://ai-skills.ai. That means user-provided links (and likely comment data fetched by the third party) are transmitted off-device. The skill text claims it "does not provide note content download or scraping," but because the instructions send links to a third party that will perform analysis/fetching, users may be surprised about who actually accesses the content. The script also assumes availability of curl, jq and a POSIX shell, but the manifest declared no required binaries.
Install Mechanism
Instruction-only skill with no install spec or code files — minimal local install risk. Nothing is written to disk by the skill package itself.
Credentials
SKILL.md declares a required AISKILLS_API_KEY and documents that the key will be sent to ai-skills.ai, but the published registry metadata lists no required env vars. This omission is disproportionate and misleading. Also the skill requests an API key (sensible for a third-party service) but users should be aware that the key will authenticate requests that include user-supplied links.
Persistence & Privilege
always is false and the skill is user-invocable only; it does not request persistent presence or modify other skills or system settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install xhs-sentiment-dashboard
  3. After installation, invoke the skill by name or use /xhs-sentiment-dashboard
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
xhs-sentiment-dashboard 1.0.0 初始发布版 - 支持对小红书笔记评论区进行情感分析,识别正面、负面及中性评论比例。 - 提取评论区高频关键词和主导情绪,生成结构化舆情洞察报告。 - 支持通过笔记链接或 note ID 分析评论,API Key 经认证后完成任务。 - 明确提示数据会发送至 ai-skills.ai,强调数据安全与配额限制。 - 提供 Bash 一键分析脚本及接口调用流程说明。
Metadata
Slug xhs-sentiment-dashboard
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is 小红书评论分析?

使用此技能分析小红书笔记评论区的情感倾向和用户态度。提供情感分类、正负面评论占比、情绪关键词提取和舆情洞察。当用户发送小红书笔记链接或 note ID 并要求分析评论区时使用。此技能不提供笔记内容下载或抓取。 It is an AI Agent Skill for Claude Code / OpenClaw, with 93 downloads so far.

How do I install 小红书评论分析?

Run "/install xhs-sentiment-dashboard" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is 小红书评论分析 free?

Yes, 小红书评论分析 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does 小红书评论分析 support?

小红书评论分析 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created 小红书评论分析?

It is built and maintained by allinherog-star (@allinherog-star); the current version is v1.0.0.

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