Biological code organization system with 1,029+ production-ready snippets - 95% token reduction for Claude/GPT with AI-powered discovery & offline packs

Reduce Claude AI token consumption by 5x-27x using prompt-native workflows and structural code manifests

Advanced token reduction and prompt optimization framework for LLMs, featuring linguistic, algorithmic, and architectural patterns.

Variance-stable routing for 2-bit quantized MoE models. Features dynamic phase correction (Armen Guard), syntactic stabilization layer, and recursive residual quantization for efficient inference.

Do dense LMs develop MoE-like specialization as they scale? Measure it, visualize it, and turn it into speed.

TokenCave is a browser extension for Claude AI that helps you monitor and optimize token usage with real-time counters, usage insights, and a “caveman mode” that dramatically reduces output length while preserving technical accuracy.