A sophisticated AI tool for detecting nuanced emotions and sarcasm in English and Spanish text.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install emotionwise
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install emotionwise using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is EmotionWise?
EmotionWise is a high-performance sentiment analysis tool designed for integration within the ecosystem of Openclaw Skills. It provides developers and AI agents with the ability to look beyond surface-level text, identifying 28 distinct emotional labels and detecting sarcasm with high precision. By leveraging the EmotionWise API, this skill enables more empathetic, context-aware, and intelligent interactions in both English and Spanish.
Whether you are building customer support bots or social media monitoring tools, using these Openclaw Skills ensures your agent understands the underlying tone and intent of every message. The skill translates complex AI model outputs into practical interpretations that can be used to trigger specific workflows or adjust communication styles in real-time.
EmotionWise Use Cases
- Analyzing customer support tickets to prioritize frustrated users based on emotional intensity.
- Detecting sarcasm in social media interactions to avoid misinterpretation by automated agents.
- Tracking emotional trends over time across a series of user messages to gauge overall satisfaction.
- Filtering and classifying content based on specific emotional triggers like joy, admiration, or disappointment.
How EmotionWise Works
- The user provides a text string to the AI agent for analysis.
- The skill formats a request to the EmotionWise API, including the necessary authentication headers.
- The API processes the text through its emotion detection engine, evaluating it against 28 different labels.
- The skill receives a structured response containing detected emotions, confidence scores, and a sarcasm probability score.
- The agent interprets the data and returns a concise summary of the emotional state and sarcasm flag to the user.
EmotionWise Setup
To get started with these Openclaw Skills, you must first obtain an API key from the EmotionWise platform. Once you have your key, configure your environment using the following steps:
- Set the primary environment variable:
export EMOTIONWISE_API_KEY='your_api_key_here'
- Verify your connection by invoking the skill with a test message to ensure the API key is valid and the endpoint is accessible.
EmotionWise Data Schema & Taxonomy
The skill organizes its analysis into a structured format for easy programmatic use within the Openclaw Skills framework:
| Attribute | Description |
|---|---|
| detected_emotions | A list of labels representing the primary emotions found in the text. |
| confidence_scores | A mapping of each emotion to a numerical value between 0 and 1. |
| sarcasm_detected | A boolean flag indicating if the text is likely sarcastic. |
| sarcasm_score | A float representing the probability (0.0 to 1.0) of sarcasm presence. |
EmotionWise Advanced Features
- Support for bilingual analysis, effectively processing text in both English and Spanish.
- Detailed granular sentiment mapping with 28 distinct emotional categories for high-fidelity insights.
- Integrated sarcasm detection engine to handle complex linguistics and figurative language.
- Robust error handling for rate limits and authentication issues to ensure reliable performance within Openclaw Skills.
SKILL.md
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