Impressive: SigMap shows you can get ~80%+ hit@5 and ~97% token reduction with simple signature-based heuristics—no embeddings, no deps, just smart context pruning.
Thanks! Happy to go deeper on any part — the TF-IDF ranking logic, the import graph construction, or the benchmark methodology. What are you working on?
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Impressive: SigMap shows you can get ~80%+ hit@5 and ~97% token reduction with simple signature-based heuristics—no embeddings, no deps, just smart context pruning.
Very helpful
Thanks! Happy to go deeper on any part — the TF-IDF ranking logic, the import graph construction, or the benchmark methodology. What are you working on?
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