Review Scoring
Automatically assigns numerical scores to text reviews based on sentiment, content, and specified criteria.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add review-scoring npx -- -y @trustedskills/review-scoring
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"review-scoring": {
"command": "npx",
"args": [
"-y",
"@trustedskills/review-scoring"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
review-scoring
What it does
This skill enables AI agents to evaluate and assign scores to reviews, helping to quantify user feedback. It processes text inputs to determine sentiment or quality metrics based on specific criteria defined by the agent's configuration.
When to use it
- Analyzing customer feedback from e-commerce platforms to identify top-rated products.
- Grading student essays or project submissions in an educational setting.
- Evaluating code pull requests or design mockups for quality assurance.
- Automating moderation workflows for community-generated content on forums.
Key capabilities
- Assigns numerical scores to textual reviews based on predefined rules.
- Processes natural language inputs to extract relevant evaluation data.
- Integrates with the Good Vibes plugin ecosystem for extended functionality.
Example prompts
- "Score this customer review: 'The product arrived late but works great.'"
- "Evaluate these three essays and provide a score out of 10 for each."
- "Run a review-scoring analysis on this batch of user feedback to find outliers."
Tips & gotchas
Ensure your AI agent has clear guidelines or rubrics defined before relying on automated scoring, as subjective content may yield inconsistent results. This skill is part of the goodvibes-plugin suite; verify compatibility with your current agent framework before installation.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.