sentiment-botAnalyze sentiment of text or URLs. Supports batch analysis, emotion detection, comparative and trend analysis.
Install via ClawdBot CLI:
clawdbot install unixlamadev-spec/sentiment-botGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://aiprox.dev/api/orchestrateCalls external URL not in known-safe list
https://aiprox.devAI Analysis
The skill sends user-provided text to a documented external API (aiprox.dev) for sentiment analysis, which aligns with its stated purpose. While the endpoint isn't on a pre-approved safe list, there's no evidence of credential harvesting, hidden instructions, or obfuscation. The primary risk is the user's data being processed by this third-party service.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Monitor brand mentions across social platforms to gauge public sentiment in real-time. Use batch analysis to process multiple posts, identifying negative trends for rapid response and positive feedback for marketing amplification.
Analyze news articles to assess editorial framing and bias, helping media outlets or analysts understand narrative trends. Use comparative mode to evaluate sentiment across different sources on the same topic.
Process customer reviews from e-commerce sites to identify common pain points and strengths. Use batch mode with review context to aggregate sentiment, enabling data-driven product improvements and customer service prioritization.
Analyze support tickets or chat logs to detect frustration levels and emotional tones. Use single mode with social context to interpret casual language, helping prioritize urgent issues and improve agent training.
Offer the sentiment bot as a cloud-based service with tiered pricing based on usage volume, such as API calls per month. Target businesses needing ongoing sentiment monitoring, with premium features like trend analysis and custom contexts.
Sell access to the sentiment analysis API on a pay-per-use basis, charging per text or batch analyzed. Integrate with existing platforms like CRM or social media tools, appealing to developers and enterprises for scalable sentiment insights.
Provide bespoke sentiment analysis reports and consulting services using the bot for industries like marketing or finance. Combine batch and comparative modes to deliver in-depth insights, with revenue from project-based contracts.
💬 Integration Tip
Set the AIPROX_SPEND_TOKEN environment variable for authentication, and use the context parameter to tailor sentiment framing for specific content types like social media or reviews.
Scored Apr 19, 2026
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