Interest Discovery
This skill identifies user interests from conversation to personalize recommendations and enhance engagement.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add interest-discovery npx -- -y @trustedskills/interest-discovery
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"interest-discovery": {
"command": "npx",
"args": [
"-y",
"@trustedskills/interest-discovery"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The interest-discovery skill helps AI agents identify and understand user interests. It analyzes text input to extract potential hobbies, passions, or areas of curiosity a user might have. This allows the agent to tailor responses, suggest relevant resources, and build more personalized interactions.
When to use it
- Personalized Recommendations: Suggest books, movies, or articles based on inferred user interests from conversation history.
- Targeted Content Delivery: Filter news feeds or social media updates to show content aligned with a user’s identified passions.
- Conversation Starters: Initiate discussions about topics the agent believes will resonate with the user.
- Profile Enrichment: Populate user profiles with inferred interests for improved personalization across different applications.
Key capabilities
- Interest Extraction: Identifies potential interests from text input.
- Topic Categorization: Groups extracted interests into broader categories (e.g., "sports," "arts," "technology").
- Confidence Scoring: Provides a confidence level for each identified interest, indicating the likelihood of accuracy.
Example prompts
- "Based on this conversation, what are some things this user might be interested in?"
- "Analyze this text and identify potential hobbies or passions."
- "What topics should I suggest to this user based on their recent activity?"
Tips & gotchas
The accuracy of interest discovery depends heavily on the quality and clarity of the input text. Vague or ambiguous language may lead to inaccurate results.
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.