Trim verbose implementation details that duplicate what the bash helper scripts already handle. Memory skill: 278 -> 120 lines. Shadow detection skill: 180 -> 66 lines. All essential protocols, tables, and commands preserved; removed redundant algorithm descriptions, multiple examples, and narrative prose.