Released X5‑Lite: a lightweight reasoning controller for LLM agents (Lo Shu 3×3 cycle)
Hey everyone,
I’ve been experimenting with structured reasoning loops for local LLM agents and put together a small project called X5‑Lite.
It uses a simple 3×3 Lo Shu cycle as a deterministic controller to stabilize multi‑step reasoning.
The goal is to reduce chaotic drift during long chains of thought and give agents a more predictable evaluation rhythm.
It’s lightweight, backend‑agnostic, and works with any local model.
Code is here:https://github.com/hkyuyingli-spec/X5lite (github.com in Bing)
If anyone has ideas for improving the cycle logic or integrating it with local inference pipelines, I’d love to hear your thoughts.
u/SuccessfulBand8088 — 6 days ago