Stream editor that reduces prose to fewer tokens. Pipes text (CLAUDE.md, README, memory, instructions) through the turo binary and injects the reduced output as the system prompt. Deletes filler, collapses definition-like phrases to the word they define, swaps token-cheaper glosses and synonyms, strips stopwords, deduplicates, and lemmatizes — keeping meaning-bearing words. Use when user says "use turo", "compact context", "reduce tokens", or invokes /turo. Auto-triggers when token budget is tight.
2026-07-26