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A three-pass Context Compiler in pure Python trims coding agent prompts by 69-74% across two real repos, running under 75 ms. It resolves dependencies, strips non-essential code to interfaces, and drops unreachable code, addressing context window bloat that causes mid-task compaction and memory degradation.
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