Request Analyzer

What it does

The request-analyzer skill analyzes incoming requests to determine their intent and extract relevant information. It helps AI agents understand user input more effectively by parsing complex queries and identifying key parameters. This allows for more accurate responses and task execution based on the request's underlying meaning.

When to use it

• Complex Queries: Use when a user’s prompt is lengthy or contains multiple requests within a single message.
• Parameter Extraction: When you need to identify specific values from a user’s input, such as dates, locations, or product names.
• Intent Classification: When you want the agent to understand what the user wants to achieve (e.g., book a flight vs. check weather).
• Data Validation: To ensure that extracted data conforms to expected formats and constraints before proceeding with an action.

Key capabilities

• Request parsing
• Intent identification
• Parameter extraction
• Data validation

Example prompts

• "Analyze this user request: 'Book a flight from London to New York on July 15th, returning on the 22nd.'"
• "What is the intent and parameters in this message? 'Find me Italian restaurants near downtown Chicago with outdoor seating.'"
• "Extract all dates and locations from this text."

Tips & gotchas

The skill's effectiveness depends heavily on the clarity and structure of the user’s request. Ambiguous or poorly worded prompts may lead to inaccurate analysis.