Principlev1
Design AI prompts to explicitly frame the task context,
Design AI prompts to explicitly frame the task context, provide structural examples, and specify output constraints — these shape the model's temporary processing schema more reliably than abstract instructions.
Why This Is a Principle
Derives from Extended Cognition Thesis (cognitive processes can be distributed across external systems) and The performance of an agent is bounded by the accuracy of (agent performance is bounded by world model accuracy). The principle prescribes in-context schema construction for LLMs through structured prompting.