ZSTokenGuard: Efficient Code Context for LLMs

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ZSTokenGuard slashes LLM query costs by parsing code into a symbol map and retrieving only relevant context under a 3,000-token budget. It indexes ASTs, ranks files by relevance, and compresses symbols to prevent hallucinations. Early users see 41% fewer tokens, faster debugging, and full offline privacy.