Request Analyzer
Analyzes user requests to extract key information and intent, improving response accuracy and streamlining workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add staruhub-request-analyzer npx -- -y @trustedskills/staruhub-request-analyzer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"staruhub-request-analyzer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/staruhub-request-analyzer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The staruhub-request-analyzer skill analyzes incoming requests to identify potential issues or areas for improvement. It helps understand user intent and optimize responses by parsing and interpreting request data. This allows AI agents to provide more accurate, relevant, and efficient assistance.
When to use it
- Debugging Agent Behavior: Investigate why an agent is producing unexpected results by examining the raw requests it received.
- Improving Response Accuracy: Identify patterns in user requests that lead to incorrect or unhelpful responses.
- Optimizing Prompt Engineering: Understand how users are phrasing their requests to refine prompts and improve overall performance.
- Analyzing User Intent: Gain deeper insights into what users are trying to achieve with their requests.
Key capabilities
- Request parsing
- Issue identification
- Response optimization suggestions
- User intent analysis
Example prompts
- "Analyze this request: 'Find me flights from London to New York next Tuesday.'"
- "What potential issues do you see in this user's request: 'Book a table for 2 at an Italian restaurant tonight?'"
- "Can you suggest improvements to the agent’s response based on this request: 'How do I reset my password?'"
Tips & gotchas
The skill requires access to the raw requests being processed by the AI agent. Ensure proper permissions and logging are configured for optimal analysis.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.