expanso-keyword-extractExtract keywords and key phrases from text using Expanso Edge for SEO, tagging, and indexing purposes.
Install via ClawdBot CLI:
clawdbot install aronchick/expanso-keyword-extractGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
${OPENAISends data to undocumented external endpoint (potential exfiltration)
POST → http://localhost:8080/extractCalls external URL not in known-safe list
https://skills.expanso.io/keyword-extract/pipeline-cli.yamlAI Analysis
The skill's primary external call is to a localhost endpoint (http://localhost:8080/extract), which is likely the user's own Expanso Edge runtime, not an unauthorized external server. The reference to an external URL (skills.expanso.io) is for deployment instructions, not data exfiltration. The credential access (${OPENAI}) is expected for an AI skill that uses an LLM API.
Generated Mar 22, 2026
Content creators and marketers use this skill to extract keywords from articles and blog posts, identifying high-value terms for search engine optimization. This helps improve organic traffic by aligning content with user search queries and competitor analysis.
Libraries and educational institutions apply the skill to automatically generate tags from academic papers or books, facilitating efficient cataloging and retrieval. This reduces manual effort and enhances discoverability in digital archives.
Online retailers utilize the skill to extract key phrases from product descriptions, enabling better categorization and search functionality on their platforms. This improves customer experience by making products easier to find and compare.
Media companies and news aggregators employ the skill to identify key topics from news articles, supporting automated summarization and trend analysis. This aids in content curation and real-time reporting for audiences.
Offer the skill as a cloud-based service via Expanso Cloud, charging users a monthly fee based on usage volume or features. This model provides recurring revenue and scalability for businesses needing automated keyword extraction.
Provide custom integration services to enterprises, helping them deploy the skill within their existing workflows for SEO or data management. Revenue comes from project-based fees and ongoing support contracts.
Release a free version with basic keyword extraction capabilities, then upsell premium features like advanced analytics or higher processing limits. This attracts a broad user base and converts high-value customers over time.
💬 Integration Tip
Ensure Expanso Edge is properly installed and test the pipeline with sample text before full deployment to avoid integration errors.
Scored Apr 19, 2026
Audited Apr 17, 2026 · audit v1.0
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