expanso-language-detectDetect the language of input text using AI with Expanso Edge via CLI or MCP pipelines.
Install via ClawdBot CLI:
clawdbot install aronchick/expanso-language-detectGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
${OPENAICalls external URL not in known-safe list
https://skills.expanso.io/language-detect/pipeline-cli.yamlAI Analysis
The skill's primary risk is the potential for credential exposure via environment variables (${OPENAI_API_KEY}) and an external deployment URL, but these are standard patterns for legitimate AI tooling. There is no evidence of hidden instructions, credential harvesting, or data exfiltration beyond the stated purpose of language detection.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Automatically detect the language of incoming customer queries to route them to appropriate support agents or translation services. This reduces response time and improves service quality by ensuring queries are handled in the correct language from the start.
Identify the language of user-generated content to apply region-specific moderation policies and filter inappropriate material. This helps platforms comply with local regulations and maintain community standards across diverse linguistic groups.
Detect the language of product descriptions and reviews to automatically categorize items for international markets. This enables sellers to optimize listings and target customers based on language preferences, enhancing searchability and sales.
Analyze research papers or datasets to identify the primary language of texts, facilitating multilingual literature reviews or data aggregation. This supports researchers in managing diverse sources and ensuring accurate categorization for studies.
Use language detection to verify that app interfaces and content are correctly localized for different regions during development. This streamlines quality assurance by automating checks for language consistency across versions.
Offer language detection as a cloud-based service via Expanso Cloud, charging users based on API call volume or monthly tiers. This model provides recurring revenue and scalability for businesses needing real-time language analysis.
License the skill to CRM or content management platforms as an add-on feature, earning revenue through partnership agreements or revenue sharing. This expands reach by embedding language detection into existing tools used by enterprises.
Provide tailored solutions by integrating the skill into client-specific pipelines, offering setup, training, and support services. This targets organizations with unique needs, generating project-based income and long-term contracts.
💬 Integration Tip
Ensure the Expanso Edge binary is properly installed and accessible in PATH before running pipelines to avoid execution errors.
Scored Apr 19, 2026
Security vetting protocol before installing any AI agent skill. Red flag detection for credential theft, obfuscated code, exfiltration. Risk classification L...
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope,...
Comprehensive security auditing for Clawdbot deployments. Scans for exposed credentials, open ports, weak configs, and vulnerabilities. Auto-fix mode included.
Audit codebases and infrastructure for security issues. Use when scanning dependencies for vulnerabilities, detecting hardcoded secrets, checking OWASP top 10 issues, verifying SSL/TLS, auditing file permissions, or reviewing code for injection and auth flaws.
Audit a user's current AI tool stack. Score each tool by ROI, identify redundancies, gaps, and upgrade opportunities. Produces a structured report with score...
Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.