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22 production-ready prompts for Claude API developers adding persistent memory with the claude-mem library. Every prompt generates working Python code — from schema design and retrieval strategies to memory lifecycle management and multi-agent shared stores. Skip the trial-and-error and ship memory-enabled AI apps faster.

  • Updated Apr 17, 2026

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