How does this skill differ from just asking my AI agent to guess the sentiment?

This skill uses the DistilBERT-SST-2 model via Hugging Face's Inference API, providing a faster, more cost-effective, and more consistent alternative to using general-purpose LLMs for classification tasks.

Do I need a separate Hugging Face account or API key to use this?

Yes, you will need a standard Hugging Face API token (available for free on their website) to connect the skill to their hosted inference models.

Can I use this skill to analyze large batches of data at once?

The skill supports both single-string inputs for real-time analysis and batch processing via local text files, making it suitable for processing large datasets efficiently.

What exactly is included in the purchase of the hf-sentiment skill?

Upon purchase, you receive the full skill integration package including the logic for API handling, automated result versioning, and documentation on how to deploy it within your agent framework.

Is this skill compatible with my specific AI agent framework?

The skill is designed to be compatible with any Python-based AI agent framework that supports external tool calls, and it comes with clear instructions for a standard installation process.

Where are the sentiment analysis results stored once the processing is complete?

By default, all analysis results are automatically timestamped and saved as structured JSON files in a dedicated local directory, ensuring your data is preserved for future audits or reporting.

hf-sentiment

by PromptSpace

Automated sentiment analysis and batch text classification using Hugging Face's Inference API.

Classify customer feedback sentiment in bulk from local log files.
Automate sentiment scoring for social media mentions or review datasets.
Generate structured JSON datasets of text sentiment for machine learning.

Security scannedInstant install

$12

One-time purchase

Included in download

Downloadable skill package
Works with OpenClaw, Cursor
Instant install

PromptSpace

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Last updatedRecently
Tested onOpenClaw, Cursor, Claude Code
SecurityScanned — no malicious code detected
SupportCommunity support via contact page
LicenseCommercial use — single seat

hf-sentiment

by PromptSpace

Automated sentiment analysis and batch text classification using Hugging Face's Inference API.

83 views

$12

One-time purchase

⚡ Skill ready to install in Claude Code, Gemini CLI, or any MCP-compatible client. Read the install guides →

Included in download

Downloadable skill package
Works with OpenClaw, Cursor
Instant install

83 views

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.

Use Cases

Classify customer feedback sentiment in bulk from local log files.
Automate sentiment scoring for social media mentions or review datasets.
Generate structured JSON datasets of text sentiment for machine learning.
Perform fast, model-backed sentiment checks within local dev workflows.

How to Install

mkdir -p ~/.claude/skills/hf-sentiment && curl -s -X POST 'https://api.promptspace.in/api/skills/hf-sentiment/install' | python3 -c "import sys,json; sys.stdout.write(json.load(sys.stdin).get('installInstructions') or '')" > ~/.claude/skills/hf-sentiment/SKILL.md

Free skills install directly. Paid skills require purchase - use the download button above after buying.

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Creator

PromptSpace

We build AI agent skill packages for content creators. Specializing in Chinese social media automation.

hf-sentiment

Included in download

Trust & Verification

hf-sentiment

Included in download

About This Skill

What it does

Why use this skill

Supported features

Use Cases

How to Install

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Creator

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