Request Analyzer
Analyzes user requests to extract key information & intent, improving chatbot understanding and response accuracy for better interactions.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add smallnest-request-analyzer npx -- -y @trustedskills/smallnest-request-analyzer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"smallnest-request-analyzer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/smallnest-request-analyzer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The smallnest-request-analyzer skill analyzes incoming requests to an AI agent. It provides a structured breakdown of the request, identifying key elements and potential issues. This allows agents to better understand user intent and respond more effectively.
When to use it
- Complex Requests: Use when handling requests with multiple clauses or ambiguous language.
- Error Handling: Integrate to proactively identify potentially problematic requests before processing them.
- Request Logging & Analysis: Employ for logging and analyzing request patterns to improve agent performance.
- Improved Response Accuracy: Leverage the analysis to tailor responses based on specific request components.
Key capabilities
- Request parsing
- Structured breakdown of requests
- Identification of key elements within a request
Example prompts
- "Analyze this user request: 'Find me flights from London to New York next Tuesday, and also book a hotel.'"
- "Can you break down the intent behind this message: 'I want to order a pizza with pepperoni and mushrooms, but make sure it's delivered quickly!'"
- "What are the key components of this request: 'Remind me to call John at 3pm tomorrow if the weather is sunny.'"
Tips & gotchas
The skill requires access to the raw text of incoming requests. Ensure your agent architecture allows for this data to be passed to the skill for proper analysis.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.