Long workflows can accumulate messages, retrieved documents and tool results that no longer help the current decision. Context pruning selects the information that remains relevant and omits repetition, stale state or detail that can be summarized safely.
Good pruning reduces token use and distraction without hiding critical constraints or evidence. It needs task-aware relevance, provenance and conservative handling of permissions, decisions and facts that later steps may still require.
