Recommendation System
This Recommendation System suggests relevant content or products based on user preferences, boosting engagement and driving targeted suggestions.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add recommendation-system npx -- -y @trustedskills/recommendation-system
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"recommendation-system": {
"command": "npx",
"args": [
"-y",
"@trustedskills/recommendation-system"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill enables AI agents to analyze user preferences and historical data to generate personalized suggestions for items, services, or content. It simulates the logic of collaborative filtering or content-based matching to curate lists tailored to specific individual needs.
When to use it
- Curating a list of movies, books, or music based on a user's stated favorite genres and past ratings.
- Suggesting relevant products for an e-commerce bot by analyzing a customer's purchase history.
- Recommending potential connections or networking contacts within a professional AI workflow based on shared skills.
- Generating study resource lists tailored to a student's current curriculum and learning pace.
Key capabilities
- Analyzes user input to identify specific preferences and constraints.
- Generates ranked lists of relevant items based on similarity logic.
- Adapts suggestions dynamically as new data or feedback is provided.
Example prompts
- "Recommend 5 sci-fi movies similar to 'Blade Runner' that have a runtime under 2 hours."
- "Based on my history of buying ergonomic office gear, suggest three new standing desk options available in Europe."
- "Act as a career coach and recommend 3 networking events for a software engineer specializing in AI ethics."
Tips & gotchas
Ensure you provide sufficient context about your preferences or past interactions to improve the accuracy of the generated recommendations. The quality of output depends heavily on the specificity of the criteria you define during the prompt.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.