Be Clear and Specific in Your Request

Clarity in prompts is paramount. When asking Nyvo’s AI to generate code, specify exactly what you want in as much relevant detail as possible. Ambiguous prompts lead to generic or incorrect outputs. Consider the difference:

• Vague Prompt: “Write a function to initialize an account.” Result: The AI might produce a very generic function, perhaps not even in the right language or context (it could assume a simple in-memory class initialization or an Ethereum smart contract, because the prompt is underspecified)

• Specific Prompt: “Write a Rust function, using the Anchor framework, to initialize a Solana token account. Use a Program-Derived Address (PDA) for the account, ensure the account isn't already initialized, and handle errors appropriately if it is.” Result: The AI is far more likely to output a correct Solana Anchor function, with code to derive a PDA, check the account’s initialization state, and handle errors

The specific prompt above explicitly mentions the programming language (Rust), the framework (Anchor), the Solana concept to use (PDA), and even the necessary validations. By doing so, you remove ambiguity and focus the AI on Solana’s needs. Clear prompts act as a map guiding the AI to the correct solution. They also prevent the AI from guessing or introducing irrelevant details. Always mention Solana or Anchor when needed; for example, say “Solana program” instead of just “smart contract,” and “use Anchor” if you want Anchor-specific code. Being direct and explicit saves you from having to correct the AI's output later.

Tip: It can help to list requirements or features in bullet form within your prompt. For instance, “The dApp should include: 1) an on-chain program in Rust (Anchor) that manages X, 2) a front-end in React/TypeScript using @solana/web3.js for wallet integration, 3) proper error handling and comments in code.” Structuring your prompt as a mini-specification ensures the AI covers all parts of the dApp. The more precisely you describe the desired output, the closer the AI will match it