Adaptive Neural Knowledge System + PostToolUse compression hooks. Two-phase token optimization (retrieval + consumption) for Claude Code.
Linguistic confidence gate for AI responses. Catches hedging words (maybe, I think). Not fact verification. Zero dependencies.
AI-powered text compression library for RAG systems and API calls. Reduce token usage by up to 50-60% while preserving semantic meaning with advanced compression strategies.
