ignoring-user-request

To make Claude follow exact user instructions, you need a mechanism that enforces literal interpretation and prevents the AI from selectively hearing or reinterpreting multi-part requests. This ensures every component of your prompt is executed without deviation.

Claude provides instructions instead of actions due to scope gatekeeping or selective hearing behaviors. You can correct this by applying strict prompt adherence rules that force the AI to execute tasks directly rather than describing how to do them.

The best way to ensure AI correction handling is to implement a rigorous word-by-word review of user input against AI output. This approach guarantees literal compliance and forces the model to implement corrections when user feedback is provided.

To stop AI models from reinterpreting multi-part prompts, use a prompt adherence technique that requires a literal review of your input. This prevents scope gatekeeping and guarantees that tasks like fixing a bug and updating documentation are both completed.

Yes, prompt adherence works for multi-part software engineering requests by preventing partial execution. It ensures the AI addresses both code modifications and documentation updates simultaneously, verifying literal compliance across all requested actions.