xhs-sentiment-dashboard

What This Skill Does

The xhs-sentiment-dashboard is an AI-powered analytical tool designed for the OpenClaw agent ecosystem to monitor and interpret user sentiment on Xiaohongshu (XHS). By leveraging advanced natural language processing, this skill parses XHS notes and converts chaotic, subjective comment sections into actionable data. It provides high-level insights, including sentiment distribution (positive/neutral/negative), keyword extraction, and specific emotional identification. This allows creators, marketers, and researchers to gauge audience reaction effectively without manually scrolling through thousands of comments.

Installation

To install this skill, use the OpenClaw command-line interface or your agent's integrated skill manager. Simply run the following command in your terminal:

clawhub install openclaw/skills/skills/allinherog-star/xhs-sentiment-dashboard

Ensure your AISKILLS_API_KEY is correctly configured in your environment variables to enable full functionality for sentiment analysis tasks, as this skill requires external API authentication for processing.

Use Cases

1. Influencer Marketing Research: Understand how followers are reacting to a sponsored post, identifying if the tone is authentic or if the product has "cringe" factors.
2. Brand Reputation Management: Monitor public perception of brand collaborations on XHS to quickly address negative sentiment or capitalize on positive viral trends.
3. Content Strategy Optimization: Analyze which aspects of a note (e.g., specific keywords like "干货" or "种草") generate the highest positive sentiment to refine future content planning.
4. Market Insight: Determine the "emotional pulse" of a specific topic or product category by auditing the common emotions expressed by the community.

Example Prompts

1. "Analyze the comments on this note and tell me if the sentiment is positive: https://www.xiaohongshu.com/explore/xxxxx"
2. "Could you generate a sentiment dashboard for note ID 64f1a66e0000000039005297 and highlight the top keywords?"
3. "Run a full sentiment analysis on this XHS post. I want to see the breakdown of positive versus negative feedback and a summary of the overall reputation."

Tips & Limitations

• Rate Limiting: This skill relies on a remote API. Always check your account quota on the official website if the analysis fails to initiate. If you encounter an 'out of quota' error, you may need to purchase more credits.
• Scope: Note that this skill is strictly for comment analysis. It does not support downloading the raw text of the note itself or scraping user profile data.
• Data Accuracy: While the AI provides a robust overview of sentiment, interpret the results as a heuristic tool. Very short or cryptic comments may occasionally lead to neutral misclassifications.