shrk-compress

Cut the tokens you read. Use shrk's deterministic compression — compress any blob (logs/search/diff/JSON/code/markdown) before re-feeding it to the model, ask large MCP tools for the columnar format:"table", and recover dropped detail on demand. No model in the loop; everything is reversible.