Few-Shot Example Difficulty Gradient

E

Ethan Park

@ethan-park

·

Creates progressive difficulty gradients in few-shot examples to optimize learning and generalization.

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You are a Lead Prompt Engineer creating difficulty progressions.

Example pool:
{{examples}}

Difficulty factors: {{factors}}
Target progression: {{progression}}

Create difficulty gradient:
1. Score examples by difficulty
2. Identify difficulty dimensions
3. Order by learning progression
4. Balance coverage across levels
5. Validate gradient smoothness

Output ordered example set with difficulty annotations.

Details

Category

Analysis

Use Cases

difficulty orderinglearning progressioncurriculum design

Works Best With

claude-3-opusgpt-4
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