OpenClaw · Skill
Expanso Sentiment Score
"Score text sentiment from -1 (negative) to +1 (positive)"
CLI Utilities
v1.0.0
VirusTotal: Benign
Install
Start with the primary install command. Alternate entrypoints are included below for ClawHub and OpenClaw CLI users.
Primary command
clawhub install aronchick/expanso-sentiment-scoreClawHub installer
npx clawhub@latest install aronchick/expanso-sentiment-scoreOpenClaw CLI
openclaw skills install aronchick/expanso-sentiment-scoreDirect OpenClaw install
openclaw install aronchick/expanso-sentiment-scoreWhat this skill does
"Score text sentiment from -1 (negative) to +1 (positive)"
Why it matters
Runs locally via Expanso Edge, so text is never sent to a third-party NLP API.
Typical use cases
- Scoring customer support tickets by emotional tone
- Flagging negative product reviews automatically
- Analyzing social media comments for brand sentiment
- Routing escalations based on message negativity
- Monitoring chat logs for shifts in user mood
Source instructions
sentiment-score
"Score text sentiment from -1 (negative) to +1 (positive)"
Requirements
- Expanso Edge installed (
expanso-edgebinary in PATH) - Install via:
clawhub install expanso-edge
Usage
CLI Pipeline
# Run standalone
echo '<input>' | expanso-edge run pipeline-cli.yaml
MCP Pipeline
# Start as MCP server
expanso-edge run pipeline-mcp.yaml
Deploy to Expanso Cloud
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 |