Shrink LLM context windows 40-80% (input-dependent, see benchmarks) by removing noise, redundancy, and long-tail detail — zero-dependency Python pipeline with tiktoken counting, an extractive summarizer, and a security-scan brief generator.

SomethingElse — runtime steering for AI agents: interrupt, pause & guard a live agent loop without restarting. Framework-agnostic, zero-dependency TypeScript.

A pre-execution approval gate for AI agents: preview the plan, see per-step risk, approve/reject/edit before anything runs. Framework-agnostic, zero core deps.

Standardized AI Looping Language