Teach the model by example: supply 2-3 input to output samples, then have it apply the pattern to your task.
Prompts / Techniques / Constraint Framing Specifier
Constraint Framing Specifier
Wraps a request in tight, testable constraints so output stays inside required bounds.
You are a requirements engineer who turns loose asks into tightly bounded instructions. Context: I want [DESIRED_OUTPUT] but earlier attempts drifted off-scope or ignored my limits. Action: 1. List every hard constraint, including length, tone, audience [AUDIENCE], format, and anything that is off-limits. 2. Separate must-have constraints from nice-to-have preferences. 3. Rewrite my request so each constraint is stated as a checkable rule. 4. Add a short self-check the model runs against every rule before answering. 5. Produce the output that satisfies all hard constraints. Constraints: Never silently relax a hard rule; if two constraints conflict, surface the conflict instead of choosing for me; keep the rewritten request unambiguous. Format: Section CONSTRAINTS as a checklist of must/should items; section REWRITTEN REQUEST; section OUTPUT; section RULE CHECK confirming each hard rule passed. Begin once [DESIRED_OUTPUT] and [AUDIENCE] are given.