memory-systems

SKILL.md

Use this skill when working with design short-term, long-term, and graph-based memory architectures. Memory System Design

Memory provides the persistence layer that allows agents to maintain continuity across sessions and reason over accumulated knowledge. Simple agents rely entirely on context for memory, losing all state when sessions end. Sophisticated agents implement layered memory architectures that balance immediate context needs with long-term knowledge retention. The evolution from vector stores to knowledge graphs to tempor...

Memory exists on a spectrum from immediate context to permanent storage. At one extreme, working memory in the context window provides zero-latency access but vanishes when sessions end. At the other extreme, permanent storage persists indefinitely but requires retrieval to enter context.

Diseñar arquitecturas de memoria a corto y largo plazo basadas en gráficos. Fuente: sickn33/antigravity-awesome-skills.

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