About
This skill equips Claude with specialized knowledge to identify and resolve patterns of context degradation, such as the 'lost-in-middle' phenomenon, context poisoning, and information distraction. It provides empirical benchmarks and architectural patterns—including compaction, masking, and partitioning—to ensure agents maintain high reasoning quality during long-running tasks. By applying these techniques, developers can design more resilient agentic systems that handle large context windows without sacrificing accuracy or reliability.
