Smart Intent Detection
Smart Intent Detection analyzes user input to accurately identify their underlying goal, boosting chatbot efficiency and personalization.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add smart-intent-detection npx -- -y @trustedskills/smart-intent-detection
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"smart-intent-detection": {
"command": "npx",
"args": [
"-y",
"@trustedskills/smart-intent-detection"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill, Smart Intent Detection, analyzes user input to accurately determine the underlying intent. It goes beyond simple keyword recognition, identifying nuanced requests and complex actions users are trying to accomplish. This allows for more precise task routing and improved AI agent responsiveness.
When to use it
- Complex chatbot interactions: When a chatbot needs to understand multifaceted queries instead of just single commands.
- Automated workflow triggers: To initiate specific workflows based on the user's intended action, even if expressed indirectly.
- Personalized recommendations: To tailor suggestions and content based on what the user is trying to do, not just what they explicitly asked for.
- Prioritizing support tickets: To automatically categorize incoming support requests based on the underlying issue the user is experiencing.
Key capabilities
- Intent classification
- Nuance recognition
- Complex action identification
Example prompts
- "I need to update my billing address and also change my password."
- "Can you help me find a flight, and then book a hotel near the airport?"
- “My internet is down; what should I do?”
Tips & gotchas
This skill requires sufficient training data to accurately classify intents. Ensure that your AI agent has access to a diverse range of user input examples for optimal performance.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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