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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
Exercise answers
- Answer: Three disciplined iterations on the enquiries drafter
- Answer: Measure prompt fragility

2 · Optimising and operating prompts

4Automatic prompt optimisation
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 3: Eval-driven prompt iteration

Step-by-step answer

Core 90 min7 steps

Three disciplined iterations on the enquiries drafter

Back to the exercise

Previous answerRun an example ablation on the enquiries drafter Next answer Measure prompt fragility

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