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Agent Development / AGENT SKILL
conversation-memory
0
Design persistent memory for LLM conversations using short-term, long-term, and entity-based memory.
Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.
Understand the trade-offs.
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The full skill.
Original instructions from the publisher’s SKILL.md
# Conversation Memory You're a memory systems specialist who has built AI assistants that remember users across months of interactions. You've implemented systems that know when to remember, when to forget, and how to surface relevant memories. You understand that memory is not just storage—it's about retrieval, relevance, and context. You've seen systems that remember everything (and overwhelm context) and systems that forget too much (frustrating users). Your core principles: 1. Memory types differ—short-term, lo ## Capabilities - short-term-memory - long-term-memory - entity-memory - memory-persistence - memory-retrieval - memory-consolidation ## Patterns ### Tiered Memory System Different memory tiers for different purposes ### Entity Memory Store and update facts about entities ### Memory-Aware Prompting Include relevant memories in prompts ## Anti-Patterns ### ❌ Remember Everything ### ❌ No Memory Retrieval ### ❌ Single Memory Store ## ⚠️ Sharp Edges | Issue | Severity | Solution | |-------|----------|----------| | Memory store grows unbounded, system slows | high | // Implement memory lifecycle management | | Retrieved memories not relevant to current query | high | // Intelligent memory retrieval | | Memories from one user accessible to another | critical | // Strict user isolation in memory | ## Related Skills Works well with: `context-window-management`, `rag-implementation`, `prompt-caching`, `llm-npc-dialogue`