expanso-sentiment-scoreAnalyze text and return a sentiment score from -1 (negative) to +1 (positive) using Expanso Edge.
Install via ClawdBot CLI:
clawdbot install aronchick/expanso-sentiment-scoreGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
${OPENAICalls external URL not in known-safe list
https://skills.expanso.io/sentiment-score/pipeline-cli.yamlAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Analyze user comments and posts on platforms like Twitter or Facebook to gauge public sentiment about brands, products, or events. This helps companies track real-time feedback and identify trends, enabling proactive reputation management and targeted marketing campaigns.
Process customer support tickets, emails, or chat logs to assess sentiment and prioritize urgent or negative cases. This improves response times and service quality by flagging dissatisfied customers for immediate attention, leading to higher satisfaction and retention rates.
Evaluate online reviews from sites like Amazon or Yelp to understand customer opinions on products or services. This provides actionable insights for product development, quality control, and competitive analysis, helping businesses refine offerings and address common complaints.
Analyze open-ended responses from surveys to quantify sentiment around new initiatives or market trends. This supports data-driven decision-making by identifying positive or negative feedback patterns, aiding in strategy adjustments and innovation planning.
Offer the sentiment analysis skill as a cloud-based service via Expanso Cloud, charging monthly or annual fees based on usage volume or features. This provides recurring revenue and scalability, attracting businesses that need ongoing sentiment monitoring without infrastructure management.
Bundle the skill with consulting services to help clients integrate sentiment analysis into their existing workflows, such as CRM systems or data pipelines. Revenue comes from project-based fees and ongoing support, leveraging expertise to customize solutions for specific industry needs.
License the skill's pipeline as an API for developers to embed in their applications, charging per API call or through tiered pricing plans. This generates revenue from high-volume usage and partnerships, enabling third-party tools to enhance their capabilities with sentiment scoring.
💬 Integration Tip
Integrate the skill into automated workflows using the CLI pipeline for batch processing or the MCP server for real-time applications, ensuring Expanso Edge is properly installed and configured.
Scored Apr 19, 2026
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