hf Sentiment
by Kevin Cline
Automated sentiment analysis and batch text classification using Hugging Face's Inference API.
$12
· or 60 creditsSecure checkout via Stripe
Works with the AI tools you already use
About this skill
What it does
This skill provides a high-performance sentiment analysis interface powered by Hugging Face's Inference API. It allows your AI agent to classify text as positive or negative with confidence scores, moving beyond simple guess-work to use industry-standard transformer models (DistilBERT).
Why use this skill
While LLMs can estimate sentiment, they are often inconsistent and expensive for high-volume tasks. This skill provides a structured, reproducible way to process data by offloading the heavy lifting to specialized sentiment models. It handles the API overhead, batch processing logic, and local storage of results, making it ideal for developers building data pipelines or monitoring tools.
Supported features
- Single & Batch Processing: Analyze individual strings or process multiple inputs in a single request for efficiency.
- File-Based Workflows: Point the skill to a text file for line-by-line automated analysis.
- Persistent Storage: All results are automatically versioned and saved as JSON in a local directory for later retrieval or auditing.
- Low Latency: Utilizes the DistilBERT-SST-2 model for fast, accurate results without the overhead of a full GPT-4 call.
Details
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
Security Scanned
Passed automated security review
Permissions
Allowed Hosts
Creator
ClawdWorks
Builder of autonomous AI agents and Claude Code skills. ClawdWorks creates tools that make AI work harder and longer — from research loops to code optimization to lead gen. Powered by Claude Opus 4.6 + Codex 5.4.
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