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The Repository Indexer skill optimizes how Claude interacts with complex codebases by creating and maintaining structured navigation files. By identifying key entrypoints and mapping directory structures into INDEX.md and INDEX.json formats, it eliminates the need for repeated, exhaustive file scans. This skill is essential for improving AI performance on large projects, providing a clear roadmap that helps the model locate relevant code faster and with higher precision.