Warn Before Long Prompt

Clause

Long prompt confirmation

when

When the compiled prompt for a Context exceeds its configured token threshold.

do

Pause and require explicit confirmation before continuing with the request.

why

Large prompts can increase cost, latency, and accidental prompt sprawl, so users should explicitly confirm before continuing.