sentiment-score

CLI Utilities

v1.0.1

Benign

462 downloads462 installsby @aronchick

Setup & Installation

Install command

clawhub install aronchick/sentiment-score

If the CLI is not installed:

Install command

npx clawhub@latest install aronchick/sentiment-score

Or install with OpenClaw CLI:

Install command

openclaw skills install aronchick/sentiment-score

View on GitHub

or paste the repo link into your assistant's chat

Install command

https://github.com/openclaw/skills/tree/main/skills/aronchick/sentiment-score

What This Skill Does

Scores the sentiment of any text input on a continuous scale from -1 (most negative) to +1 (most positive). Runs as a standalone CLI pipeline or as an MCP server via Expanso Edge. Can be deployed to Expanso Cloud for persistent job execution.

The dual CLI and MCP server modes let you drop sentiment scoring into both scripted pipelines and agent workflows without writing custom NLP code.

When to Use It

Scoring customer support tickets before routing to agents
Analyzing product review sentiment in bulk
Flagging negative social media mentions for manual review
Evaluating open-ended survey responses for mood trends
Checking email or message tone before sending

View original SKILL.md file

# sentiment-score

"Score text sentiment from -1 (negative) to +1 (positive)"

## Requirements

- Expanso Edge installed (`expanso-edge` binary in PATH)
- Install via: `clawhub install expanso-edge`

## Usage

### CLI Pipeline
```bash
# Run standalone
echo '<input>' | expanso-edge run pipeline-cli.yaml
```

### MCP Pipeline
```bash
# Start as MCP server
expanso-edge run pipeline-mcp.yaml
```

### Deploy to Expanso Cloud
```bash
expanso-cli job deploy https://skills.expanso.io/sentiment-score/pipeline-cli.yaml
```

## Files

| File | Purpose |
|------|---------|
| `skill.yaml` | Skill metadata (inputs, outputs, credentials) |
| `pipeline-cli.yaml` | Standalone CLI pipeline |
| `pipeline-mcp.yaml` | MCP server pipeline |