1
Set a Goal, don't describe a Process: Wrong: 'First click here, then parse this'. Right: 'Here is the final result I need'.
2
Give Context and Hard Constraints: Upload examples (references) and set boundaries: 'no blue color', 'keep it under 10 lines'.
3
Don't micromanage AI: Modern models (Gemini 3.1 Pro / OpenAI o3) can reason themselves. Evaluate the final result, not the algorithm.