KERNEL — Logical structure (CTCF)

KERNEL — Logical structure (CTCF)


Use a fixed four-part scaffold: Context (inputs), Task (what to do), Constraints (bounds), Format (output spec). This converts messy intent into a typed contract the model can satisfy.







“Format every prompt: Context, Task, Constraints, Format.”



volodith. “After 1000 Hours of Prompt Engineering, I Found the 6 Patterns That Actually Matter.” Reddit, r/PromptEngineering, September 29, 2025. https://www.reddit.com/r/PromptEngineering/comments/1nt7x7v/after_1000_hours_of_prompt_engineering_i_found/.