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Prompt and Context Optimisation

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1 · Designing prompts systematically

1Prompting current Claude models
2Choosing few-shot examples
3Eval-driven prompt iteration

2 · Optimising and operating prompts

4Automatic prompt optimisation
Exercise answers
- Answer: Build a small reflective optimiser on claude -p
- Answer: DSPy: MIPROv2 versus GEPA
5Optimising tools, instructions and skills
6Prompt registries and online tests
7Model migration and regression suites

CapstoneOptimise and ship the questions drafter Reference implementation

Answers Lesson 4: Automatic prompt optimisation

Step-by-step answer

Stretch 2 hours8 steps

DSPy: MIPROv2 versus GEPA

Back to the exercise

Previous answerBuild a small reflective optimiser on claude -p Next answer Build a skill-trigger eval in Claude Code

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