A professional NLP suite for extracting entities, relationships, and sentiment from text through a secure agent integration.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install rosette-text-analytics
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 rosette-text-analytics 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 Rosette Text Analytics?
Rosette Text Analytics is a comprehensive suite of natural language processing tools built for deep text understanding. This skill enables developers to incorporate sophisticated linguistic analysis—such as entity extraction, sentiment evaluation, and language translation—into their applications. By utilizing Openclaw Skills, the integration process is simplified, providing a secure bridge to Rosette's powerful API without the overhead of manual authentication management.
Businesses and organizations use this technology to extract actionable information from massive datasets, analyze global sentiment, and manage multilingual content. Whether you need to tokenize text, identify morphology, or detect languages, this integration provides a standardized interface for all your text analysis needs.
Rosette Text Analytics Use Cases
- Extracting entities and relationships from unstructured text for database entry.
- Performing sentiment analysis on customer support tickets to prioritize urgent issues.
- Translating and matching names across various scripts to improve global data quality.
- Categorizing large volumes of content for automated archiving and search indexing.
- Detecting languages and tokenizing text for advanced search and discovery workflows.
How Rosette Text Analytics Works
- Install the Membrane CLI to interface with the underlying Openclaw Skills framework.
- Authenticate and create a connection to the Rosette service using the connection ensure command.
- Search for specific NLP actions by describing your intent naturally (e.g., "analyze sentiment").
- Execute the desired action with your text input to receive structured metadata and linguistic results.
- Optionally use the proxy request feature to reach specialized endpoints not covered by standard actions.
Rosette Text Analytics Setup
To begin, install the CLI globally using npm:
npm install -g @membranehq/cli@latest
Next, authenticate your agent to prepare for using Openclaw Skills:
membrane login --tenant --clientName=openclaw
Establish the connection to the Rosette service:
membrane connection ensure "https://www.rosette.com/" --json
Follow the provided URL in your browser to complete the authentication process. Once the connection state is READY, you can begin running NLP actions.
Rosette Text Analytics Data Schema & Taxonomy
The skill organizes data through discrete actions with strictly defined schemas to ensure compatibility across different agents.
| Component | Type | Purpose |
|---|---|---|
| actionId | String | The unique identifier for the NLP task (e.g., extract-entities) |
| inputSchema | JSON | Defines required parameters such as the source text and language code |
| outputSchema | JSON | Returns processed results including confidence scores and extracted tags |
| connectionId | String | The identifier for your authenticated session managed by Openclaw Skills |
Rosette Text Analytics Advanced Features
- Integrated proxy layer for custom API requests with automatic header and auth injection.
- Cross-language name matching and transliteration for international data normalization.
- Automated credential management to ensure zero-downtime text processing without local secrets.
- Support for complex morphological and syntax dependency analysis within Openclaw Skills workflows.
- Discovery-first architecture that allows agents to find the most efficient action for a specific NLP intent.
SKILL.md
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