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system prompt optimization

3 articles · 14 co-occurring · 0 contradictions · 0 briefs

System prompts are explicitly identified as context component that can be evolved; ACE framework modifies prompts based on execution feedback

Related concepts
prompt engineering 3 model selection strategy 2 tool integration patterns 1 state management 1 retrieval augmented generation 1 prompt governance and testing 1 prompt engineering iteration 1 multi turn context management 1 multi agent orchestration 1 model specific context variation 1 memory persistence across sessions 1 context window tradeoffs 1 context window management 1 agentic workflows 1
Evidence chain (3 articles, showing 3)
An update on recent Claude Code quality reports example_of

Article is concrete case study of optimizing system prompts for specific model versions and use cases

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models example_of

System prompts are explicitly identified as context component that can be evolved; ACE framework modifies prompts based on execution feedback

@IntuitMachine: Good counterintuitive advice. example_of

Author explicitly recommends 'change prompt until it one shots the task' as primary lever, core context engineering practice

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