AgentGate provides 8 tools with basic schemas and descriptions, but significant gaps limit production readiness. Tool naming follows verb_noun convention (search_restaurants, order_food, track_delivery), which is good. However, descriptions are minimal (10-50 chars), parameter descriptions are absent, and output schemas are not documented. The framework supports flows with multi-step orchestration, but tool definitions lack the depth needed for reliable LLM reasoning. No error handling guidance, no parameter constraints (enums), and no indication of idempotency or side effects.

• Add descriptions to all parent flow tools (order_food, track_delivery) explaining their purpose, when to invoke them, and what they return. Minimum 50 chars, target 100-200 chars.
• Document every parameter with type, format, and constraints. E.g., 'query (string, 1-100 chars): Search term for restaurants (e.g., "pizza", "sushi"). Required.'
• Expose output schemas in the manifest. For each tool, document the response structure: field names, types, and what each field represents. E.g., Restaurant returns {id: string, name: string, cuisine: string, rating: float}.
• Add error handling guidance to tool descriptions. E.g., 'If no restaurants found, suggest refining the query or trying a different location. If delivery address is invalid, ask the user to confirm.'
• Mark write operations (order_food/checkout, track_delivery/initiate) with explicit side-effect warnings in descriptions: 'This operation creates an order and is non-idempotent. Do not retry without confirmation.'