Agent
Compresses top retrieval chunks into citation-rich summary packets that preserve intent while cutting token usage.
⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST chunking, reranking. No API needed.
Agent
Compresses top retrieval chunks into citation-rich summary packets that preserve intent while cutting token usage.
Agent
Runs hybrid retrieval with strict FTS-first policy, BM25 lexical ranking, vector merge, and top 3-5 reranking for token-efficient context selection.
Agent
Preprocesses large corpora by removing low-signal noise and creating overlap-aware chunks for retrieval indexing.
Agent
Delegates software engineering operations to focused subagents using compressed context packets to keep the main conversation lean.