Contrastive Example Calibration: Show It What You Want AND What You Don't — One Negative Example Beats Three Positive Ones

Task: {{task}}

GOOD example (match this tone and depth):
{{good}}

BAD example (avoid this, it is too {{badtrait}}):
{{bad}}

Now produce the output for: {{input}}. Calibrate against both anchors.

Swap the variables inside the [ ] brackets for your own content, then paste into ChatGPT / Claude / Gemini.

Task: {{task}}

GOOD example (match this tone and depth):
{{good}}

BAD example (avoid this, it is too {{badtrait}}):
{{bad}}

Now produce the output for: {{input}}. Calibrate against both anchors.