Discover prompts optimized for claude-sonnet-4-20250514
243 prompts available
by @samira-el-masri
Build a context relevance scorer combining similarity, keyword, entity, and topic signals to filter retrieved documents before LLM generation.
Zero-shot code bug detection across null errors, type mismatches, logic errors, resource leaks, and security vulnerabilities.
by @aisha-bello
Designs a multi-touch win-back campaign for churned customers based on churn reasons.
by @maya-chen
Crafts engaging banter with rhythm, character voice, and revealing subtext.
Designs satisfying denouements that provide closure without overstaying.
Develops a customer segmentation model for differentiated service delivery.
Design rate limiting with strict latency and memory constraints
Break down observability stack migration into phased tasks
Document chunking strategy design under token and structure constraints
Pattern-based vector database query optimization
Systematic token usage optimization through pipeline analysis
Pattern-based graceful degradation implementation with fallback strategies
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