SWE-Pruner is a tool designed for software development that reduces token costs and latency by selectively pruning irrelevant code. It uses a lightweight neural skimmer to retain critical lines based on task-specific goals, making it adaptable to various coding scenarios. The framework integrates with multiple LLMs and supports complex workflows.