prefix-cache

Tianshu-harness

huiliyi37

Tianshu is a terminal coding agent runtime built on the harness project (Tui X Gui), with prefix-cache engineering optimization for DeepSeek V4 (measured steady-state hit rate of 97–99% in long sessions) and deep adaptation. It breaks out of the traditional AI coding assistant's limit of treating the LLM merely as a tool, and is built on a cognitive virtual machine (CVM), a self-awareness layer and Stigmergy self-decaying memory, making the AI a development partner with independent judgment and cognitive safeguards.

oh-my-tianshu

huiliyi37

Oh My Tianshu is built on dsh harness with a TDD workflow, cross-session memory, verification gates, agent routing, semantic + graph code retrieval, file rollback and a full-screen terminal UI — all assembled as plugins. It is a friendly MIT fork of DeepSeek Harness, keeping the upstream everything-is-a-plugin architecture, and an independent release that reworks and merges the core components of Tianshu harness.

dsh-cache-guard

loonylabs-dev

DSH plugin that prices an automatic context rewrite before it lands and asks first — the cold re-read, in k tokens.